ICML-When Does Data Augmentation Help With Membership Inference Attacks

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When Does Data Augmentation Help With Membership Inference Attacks?

                       Yigitcan Kaya 1 Tudor Dumitras, 1

              Abstract               et al., 2018; Shokri et al., 2017). In particular, this enables
                                membership inference attacks (MIAs) to find out whether
    Deep learning models often raise privacy con-
                                a data point was in a model’s training set or not. MIAs of-
    cerns as they leak information about t ...

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关键词：Augmentation membership Inference Members erence