EMA: Auditing Data Removal from Trained Models

Yangsibo Huang, Xiaoxiao Li, Kai Li

Data auditing is a process to verify whether certain data have been removed from a trained model. A recently proposed method (Liu et al. 20) uses Kolmogorov-Smirnov (KS) distance f…