A Bayesian membership inference method using Gaussian likelihoods over post-hoc metrics is shown on synthetic data, but it confuses 'same distribution as training data' with 'actually in the training set'.
Jordan, Zoubin Ghahramani, Tommi S
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Bayesian Inference of Training Dataset Membership
A Bayesian membership inference method using Gaussian likelihoods over post-hoc metrics is shown on synthetic data, but it confuses 'same distribution as training data' with 'actually in the training set'.