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20102023
most citedA Hybrid Approach to Privacy-Preserving Federated Learning

72 citations · 394 across the 35 of their papers we have counts for

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Showing 2019 · math.STShow all

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math.ST2019★ 22 cited

Average-Case Averages: Private Algorithms for Smooth Sensitivity and Mean Estimation

Mark Bun, Thomas Steinke

The simplest and most widely applied method for guaranteeing differential privacy is to add instance-independent noise to a statistic of interest that is scaled to its global sensi…