Federated Learning and Privacy: Building privacy-preserving systems for machine learning and data science on decentralized data

Kallista A. Bonawitz, Peter Kairouz, Brendan McMahan, Daniel Ramage. Federated Learning and Privacy: Building privacy-preserving systems for machine learning and data science on decentralized data. ACM Queue, 19(5):87-114, 2021. [doi]

Authors

Kallista A. Bonawitz

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Peter Kairouz

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Brendan McMahan

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Daniel Ramage

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