Bounding Training Data Reconstruction in Private (Deep) Learning

Chuan Guo, Brian Karrer, Kamalika Chaudhuri, Laurens van der Maaten. Bounding Training Data Reconstruction in Private (Deep) Learning. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 8056-8071, PMLR, 2022. [doi]

Abstract

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