Does Label Differential Privacy Prevent Label Inference Attacks?

Ruihan Wu, Jin Peng Zhou, Kilian Q. Weinberger, Chuan Guo. Does Label Differential Privacy Prevent Label Inference Attacks?. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 4336-4347, PMLR, 2023. [doi]

Authors

Ruihan Wu

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Jin Peng Zhou

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Kilian Q. Weinberger

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Chuan Guo

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