Ensembling Membership Inference Attacks Against Tabular Generative Models

Joshua Ward, Yuxuan Yang, Chi-Hua Wang +1

Membership Inference Attacks (MIAs) have emerged as a principled framework for auditing the privacy of synthetic data generated by tabular generative models, where many diverse met…