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MEDIUM LLM Activation Steering Goes Local: Security Implications of Direct Model Manipulation // HIGH AI Agents Weaponise Vulnerability Discovery as AI-Generated Code Expands Attack Surface // CRITICAL Four OpenClaw Flaws Chain Together for Full AI Agent Compromise // CRITICAL Malicious node-ipc Versions Target Cloud, AI Tool Credentials via Supply Chain Backdoor // MEDIUM Microsoft Outlines Defense-in-Depth Framework for Autonomous AI Agents // MEDIUM Rust Compiler Project Drafts Formal LLM Contribution Policy // HIGH TanStack Supply Chain Attack Compromises OpenAI Developer Devices and Signing Certificates // HIGH TeamPCP Steals 5GB of Mistral AI Source Code via Supply Chain Attack // MEDIUM Agentic AI Red Teaming Emerges as Defence Against AI-Speed Attack Chains // HIGH AI Agents Weaponised to Generate Custom Attack Tools in LatAm Campaigns //

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LLM Activation Steering Goes Local: Security Implications of Direct Model Manipulation

ATLAS OWASP MEDIUM HN AI Security May 17, 2026 ▲ 6.2

LLM Activation Steering Goes Local: Security Implications of Direct Model Manipulation

Activation steering — the technique of directly manipulating LLM internal representations mid-inference to alter model behaviour — is becoming more accessible to non-lab engineers via local models …

AML.T0044 - Full ML Model Access AML.T0054 - LLM Jailbreak AML.T0031 - Erode ML Model Integrity