Near-Duplicate Families Break Exact-Record Membership Inference

Yiyong Liu, Jiayang Liu, Yixin Tan +2

Membership inference (MI) asks whether a specific record appeared in a model's training set and is increasingly used as evidence for data provenance and copyright auditing. These a…