MACE: A Flexible Framework for Membership Privacy Estimation in Generative Models

Yixi Xu, Sumit Mukherjee, Xiyang Liu +3

Generative machine learning models are being increasingly viewed as a way to share sensitive data between institutions. While there has been work on developing differentially priva…