PrivacyPeek: Auditing What LLM-Based Agents Acquire, Not Just What They Say

Mingxuan Zhang, Jiahui Han, Dadi Guo +5

LLM-based agents are rapidly advancing, autonomously invoking external tools to complete multi-step tasks for users. However, agents often acquire more sensitive information than t…