How Much Can Tool Calls Reveal About You? Privacy Leakage from Tool-Call Traces
It is demonstrated that MCP tool-call traces can act as effective behavioral side channels for user profiling, motivating the development of privacy-aware mechanisms for agent-tool interactions.
Dong-Hang Duan, Qing-Yu Liu, Yi-Fei Liu et al.
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