RelaxLoss: Defending Membership Inference Attacks without Losing Utility

Dingfan Chen, Ning Yu, Mario Fritz

As a long-term threat to the privacy of training data, membership inference attacks (MIAs) emerge ubiquitously in machine learning models. Existing works evidence strong connection…