AIBearisharXiv – CS AI · 10h ago7/10
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Local LLM Agents as Vulnerable Runtimes:A Source-Code Audit of the Agent Runtime Layer
Researchers introduce CLAWAUDIT, a static analysis framework that identifies implementation-level security vulnerabilities in local LLM agent runtimes like OpenClaw. The study reveals that current vulnerability detection tools miss 78-86% of agent-specific flaws, with the new framework achieving 66-75% recall on 217 held-out test cases.