A Full-Pipeline Framework for Evaluating Membership Inference Attacks in Machine Learning

Ding Chen, Xinwen Cheng, Xuyang Zhong +3

While Membership Inference Attacks (MIAs) are the prevailing method for identifying training data, their application has expanded into privacy auditing and machine unlearning. Neve…