An adaptive stochastic offer policy cuts adversary inference of private negotiation constraints by 43–50% on synthetic traces while keeping success and utility above 90%.
In: USENIX Security (2003)
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Behavioral Privacy Leakage in Agentic Negotiation: Formalizing and Mitigating Inference Attacks via Randomized Policies
An adaptive stochastic offer policy cuts adversary inference of private negotiation constraints by 43–50% on synthetic traces while keeping success and utility above 90%.