Introduces MCP-TDP benchmark showing near-100% attack success on models like GPT-4o for tool description poisoning and proposes reactive self-correction defense.
AI Agent Security Vulnerabilities: Tool Name Exploitation,
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When the Manual Lies: A Realistic Benchmark to Evaluate MCP Poisoning Attacks for LLM Agents
Introduces MCP-TDP benchmark showing near-100% attack success on models like GPT-4o for tool description poisoning and proposes reactive self-correction defense.