SlotGuard: Stop Oversharing Private Local Context in LLM Agent Transcri

Haocheng Xia, Yongjoo Park

LLM agents can leak privacy (e.g., paths, emails) and credentials (e.g., API keys) as agent observations (e.g., tool outputs, shell logs, and file reads) are appended to provider-b…