Agent-ToM: Learning to Monitor Autonomous LLM Agents via Theory-of-Mind Reasoning

Nesreen K. Ahmed, Nima Nafisi

Monitoring autonomous large language model (LLM) agents for covert malicious behavior is challenging due to delayed, context-dependent, and long-horizon attack patterns. Agents may…