Behavioral patterns in negotiation agents can leak private constraints even when using cryptography. Apple researchers formalized these inference attacks and proposed randomized policies to mask concession trajectories. This approach prevents adversaries from guessing hidden values through observable timing and dynamics. It provides a necessary privacy layer for agents in high-stakes procurement.