Mapping the Exploitation Surface: A 10,000-Trial Taxonomy of What Makes LLM Agents Exploit Vulnerabilities

Mapping the Exploitation Surface: A 10,000-Trial Taxonomy of What Makes LLM Agents Exploit Vulnerabilities explores A systematic taxonomy of LLM agent vulnerabilities, identifying goal reframing as the primary trigger for exploitation, with implications for security auditing.. Commercial viability score: 7/10 in AI Safety.