AugMixCloak: A Defense against Membership Inference Attacks via Image Transformation

Heqing Ren, Chao Feng, Alberto Huertas +1

Traditional machine learning (ML) raises serious privacy concerns, while federated learning (FL) mitigates the risk of data leakage by keeping data on local devices. However, the t…