5.1k citations · 11.1k across the 14 of their papers we have counts for
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cs.CR2023★ 5 cited
Private Federated Learning in Gboard
Yuanbo Zhang, Daniel Ramage, Zheng Xu +3
This white paper describes recent advances in Gboard(Google Keyboard)'s use of federated learning, DP-Follow-the-Regularized-Leader (DP-FTRL) algorithm, and secure aggregation tech…
cs.CR2016★ 190 cited
Practical Secure Aggregation for Federated Learning on User-Held Data
Keith Bonawitz, Vladimir Ivanov, Ben Kreuter +6
Secure Aggregation protocols allow a collection of mutually distrust parties, each holding a private value, to collaboratively compute the sum of those values without revealing the…