White-box vs Black-box: Bayes Optimal Strategies for Membership Inference

Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Yann Ollivier, Herve Jegou. White-box vs Black-box: Bayes Optimal Strategies for Membership Inference. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 5558-5567, PMLR, 2019. [doi]

Authors

Alexandre Sablayrolles

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Matthijs Douze

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Cordelia Schmid

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Yann Ollivier

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Herve Jegou

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