How Does Data Augmentation Affect Privacy in Machine Learning?

Da Yu, Huishuai Zhang, Wei Chen 0034, Jian Yin 0001, Tie-Yan Liu. How Does Data Augmentation Affect Privacy in Machine Learning?. In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021. pages 10746-10753, AAAI Press, 2021. [doi]

Abstract

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