Better Membership Inference Privacy Measurement through Discrepancy

Ruihan Wu, Pengrun Huang, Kamalika Chaudhuri

Membership Inference Attacks have emerged as a dominant method for empirically measuring privacy leakage from machine learning models. Here, privacy is measured by the {\em{advanta…