Agents
47d agoApple Research Tackles Agent Negotiation Privacy Leaks
A new paper from Apple formalizes how adversaries infer private constraints by analyzing an agent's concession trajectories and timing. While cryptography hides raw data, behavioral patterns still leak sensitive information. The researchers propose randomized policies to mitigate these inference attacks.
The Signal
This provides a necessary security framework for agents operating in high-stakes procurement and insurance settings.