A Bayesian Approach to Membership Inference for Statistical Release

Lisa Oakley, Sam Stites, Cameron Moy +3

The membership inference problem for publicly released statistics from a private dataset is well-studied. When developing and formally analyzing attack strategies, however, the foc…