kapynResearch

Behavioral Privacy Leakage in Agentic Negotiation: Formalizing and Mitigating Inference Attacks via Randomized Policies

New research formalizes and mitigates behavioral privacy leakage in autonomous negotiation agents. The study identifies how observable negotiation dynamics can expose private constraints, impacting secure agent deployments in critical infrastructure.

Apple ML Research·Jul 10, 2026

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