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When Routing Reveals Membership: Privacy Leakage from MoE Router Telemetry

Tan, Yixin et al.
arXiv (All) · Papers
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cryptography-and-securitymachine-learning
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. Unlike ordinary model outputs, this telemetry reveals a view of the model's internal computation, raising a privacy quest
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