Shuffled Model of Differential Privacy in Federated Learning

Antonious M. Girgis, Deepesh Data, Suhas N. Diggavi, Peter Kairouz, Ananda Theertha Suresh. Shuffled Model of Differential Privacy in Federated Learning. In Arindam Banerjee 0001, Kenji Fukumizu, editors, The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event. Volume 130 of Proceedings of Machine Learning Research, pages 2521-2529, PMLR, 2021. [doi]

Abstract

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