Efficient Auditing of Adversarial AI Agent Behavior from Agent Traces

Eugene Zhang, Cheng-Yun King Yang, Dongyan Xu

AI agents powered by large language models (LLMs) can perform complex tasks but may harm the systems they operate in, either intentionally or unintentionally. Existing agent monito…