ReproMIA: A Comprehensive Analysis of Model Reprogramming for Proactive Membership Inference Attacks

Chihan Huang, Huaijin Wang, Shuai Wang

The pervasive deployment of deep learning models across critical domains has concurrently intensified privacy concerns due to their inherent propensity for data memorization. While…