Posts

  • Meta-Metadata: The Dangerous Weird Word Breaks 73% of LLMs

    Meta of Metadata: One Recursive Prompt Triggers Unbounded Consumption in 73% of LLMs tested, Including Opus 5.5, MiMo-V2.6-Pro, Muse Wonder and Kimi K3 Unbounded Consumption Unbounded Consumption occurs when an LLM application fails to adequately control resource usage, permitting unlimited and unconstrained inferences. As a result, this vulnerability allows attackers to disrupt service availability or…

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  • Real Threats of Artificial Intelligence – AI Security Newsletter #11 – AI-based threat modeling

    This one is not about AI vulnerabilities or some AI paper. It’s about something more boring – and in my opinion very, very important: threat modeling The process that is fundamentally broken at the most of the organizations, yet – if done correctly – it can deliver great results and significantly improve the security of…

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  • Real Threats of Artificial Intelligence – AI Security Newsletter #10

    Welcome back!  This is a special edition of The Real Threat of Artificial Intelligence AI Security newsletter – dedicated entirely to the Model Context Protocol (MCP). MCP isn’t just another AI buzzword; it’s rapidly becoming the backbone of how LLMs interact with the outside world. And with that comes a flood of new attack vectors,…

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