Membership-Doctor: Comprehensive Assessment of Membership Inference Against Machine Learning Models

Xinlei He, Zheng Li, Weilin Xu +2

Machine learning models are prone to memorizing sensitive data, making them vulnerable to membership inference attacks in which an adversary aims to infer whether an input sample w…