Continual Learning With Participation Privacy: An Auditable Buffering-Aggregation Recipe

T-H. Hubert Chan, Elaine Shi, Mengshi Zhao +1

Modern federated and streaming learning systems often release intermediate models, so privacy must hold for the full trajectory under adaptive interaction. Motivated by participati…