ToolMinimize: Auditing and Rewriting LLM Agent Tool Calls to Minimize Privacy Exposure

Wenbiao Li, Yuqiao Xu

LLM agents routinely include privacy-sensitive data (PSD) in tool call arguments beyond what the invoked tools require, crossing trust boundaries to third-party services on every i…