When Routing Reveals Membership: Privacy Leakage from MoE Router Telemetry

Yixin Tan, Jiayang Liu, Lu Sun +3

Mixture-of-Experts (MoE) language models produce routing information during inference that may be logged or exposed for monitoring, debugging, load analysis, and safety auditing. U…