Hiding Among the Clones: A Simple and Nearly Optimal Analysis of Privacy Amplification by Shuffling

Recent work of Erlingsson, Feldman, Mironov, Raghunathan, Talwar, and Thakurta [EFMRTT19] demonstrates that random shuffling amplifies differential privacy guarantees of locally randomized data. Such amplification implies substantially stronger privacy guarantees for systems in which data is contrib...

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Hauptverfasser:	Feldman, Vitaly, McMillan, Audra, Talwar, Kunal
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Cryptography and Security Computer Science - Data Structures and Algorithms Computer Science - Learning Statistics - Machine Learning
Online-Zugang:	Volltext bestellen
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