Renyi Differential Privacy of The Subsampled Shuffle Model In Distributed Learning

Antonious M. Girgis, Deepesh Data, Suhas N. Diggavi. Renyi Differential Privacy of The Subsampled Shuffle Model In Distributed Learning. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 29181-29192, 2021. [doi]

Authors

Antonious M. Girgis

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Deepesh Data

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Suhas N. Diggavi

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