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LearningwithUser-LevelPrivacy

Neural Information Processing Systems

Releasing seemingly innocuous functions of a data set can easily compromise the privacy of individuals, whether the functions are simple counts [35]orcomplexmachine learning models like deep neural networks [52,30].