CLMIA: Membership Inference Attacks via Unsupervised Contrastive Learning

Depeng Chen, Xiao Liu, Jie Cui +1

Since machine learning model is often trained on a limited data set, the model is trained multiple times on the same data sample, which causes the model to memorize most of the tra…