A black-box attacker can recover a functional approximation of a hidden agent skill from paired skill-enabled and skill-disabled execution trajectories elicited by benign queries.
LLM -Based Human-Agent Collaboration and Interaction Systems: A Survey
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Agent Skills Matter: Inferring Proprietary Skills from Execution Trajectories
A black-box attacker can recover a functional approximation of a hidden agent skill from paired skill-enabled and skill-disabled execution trajectories elicited by benign queries.