Adversary Instantiation: Lower Bounds for Differentially Private Machine Learning

Milad Nasr, Shuang Song 0001, Abhradeep Thakurta, Nicolas Papemoti, Nicholas Carlini. Adversary Instantiation: Lower Bounds for Differentially Private Machine Learning. In 42nd IEEE Symposium on Security and Privacy, SP 2021, San Francisco, CA, USA, 24-27 May 2021. pages 866-882, IEEE, 2021. [doi]

Authors

Milad Nasr

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Shuang Song 0001

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Abhradeep Thakurta

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Nicolas Papemoti

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Nicholas Carlini

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