A new Apple paper formalizes how adversaries infer private constraints from negotiation dynamics like concession trajectories. While cryptography hides raw data, behavioral patterns still leak sensitive information. The researchers propose randomized policies to mitigate these inference attacks. This provides a necessary framework for deploying autonomous agents in high-stakes procurement and insurance settings.