Computers & Security · 2021 · 115 citations · 38 references
ComputingComputer ScienceCybersecurityBig Data AnalyticsInternet Of ThingsMachine LearningFederated LearningIot Data ManagementIot Edge ComputingIot PrivacyMachine Learning For Big DataPrivacy-preserving AnalyticsBig Data Analytics ArchitectureFederated AnalyticsFederated Iot PlatformsFederated Training ArchitectureMachine Learning For Iot
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Communication-Efficient Learning of Deep Networks from Decentralized Data
H. Brendan McMahan, Eider Moore, Daniel Ramage et al. · arXiv (Cornell University) · 2016 · 5.2K citations · Full text
Proceedings of the 21st International Conference on Neural Information Processing Systems
Daphne Koller, Dale Schuurmans, Yoshua Bengio et al. · 2008 · 4.5K citations
F. Maxwell Harper, Joseph A. Konstan · ACM Transactions on Interactive Intelligent Systems · 2015 · 3.8K citations
The future of digital health with federated learning
npj Digital Medicine · 2020 · 2.5K citations · Full text