research
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11/18/2022
The communication cost of security and privacy in federated frequency estimation
We consider the federated frequency estimation problem, where each user ...
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12/10/2021
Sample and Threshold Differential Privacy: Histograms and applications
Federated analytics relies on the collection of accurate statistics abou...
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09/25/2021
Opacus: User-Friendly Differential Privacy Library in PyTorch
We introduce Opacus, a free, open-source PyTorch library for training de...
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05/04/2020