arXiv cs.LG
· Papers
Continual Learning With Participation Privacy: An Auditable Buffering-Aggregation Recipe
arXiv:2607.07209v1 Announce Type: cross Abstract: Modern federated and streaming learning systems often release intermediate models, so privacy must hold for the full trajectory under adaptive interaction. Motivated by participation privacy, we study single-edit neighboring user streams, where one insertion/deletion sh