CheckMIABench: Firm Foundations For Membership Inference Attacks on Language Models

Jeffrey G. Wang, Jason Wang, Marvin Li +1

Membership inference attacks (MIAs) are a canonical way to assess a machine learning model's privacy properties. Although several attempts have been made to evaluate MIAs on langua…