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membership attack

3 papers

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Co-occurring keywords · papers mentioning both

training data removal (1) data importance estimation (1) model augmentation (1) membership privacy (1) data removal (1) stochastic gradient markov chain monte carlo (1) data reweighting (1) membership inference attack (1) performance degradation (1) lipschitz regularization (1)

Papers

PUMA: Performance Unchanged Model Augmentation for Training Data Removal AAAI 2022 Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics AAAI 2020 Generalization in Generative Adversarial Networks: A Novel Perspective from Privacy Protection NeurIPS 2019