Agents2h ago
Apple Research Targets Privacy Leaks In Agents
Behavioral privacy leakage allows adversaries to infer private constraints from negotiation dynamics like concession trajectories. Apple researchers formalized these inference attacks and proposed randomized policies to mitigate the risk. This approach protects sensitive data in high-stakes procurement and insurance settings. Practitioners must now balance negotiation efficiency against the risk of leaking strategic constraints.