International Journal of Information Security · 2024 · 20 citations · 47 references
ComputingComputer ScienceCybersecurityComputer SecurityInternet Of ThingsMachine LearningFederated LearningIntrusion DetectionIot SecurityMedical Cyber-physical SystemsTransfer LearningWireless Sensor NetworksAttack DetectionFederated Network ArchitectureFederated Training ArchitectureFederated Transfer LearningInternet Of Things Device Security
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Advances and Open Problems in Federated Learning
Peter Kairouz, H. Brendan McMahan, Brendan Avent et al. · Foundations and Trends® in Machine Learning · 2020 · 4.7K citations · Full text
Federated Learning: Challenges, Methods, and Future Directions
IEEE Signal Processing Magazine · 2020 · 4.6K citations · Full text
The future of digital health with federated learning
npj Digital Medicine · 2020 · 2.5K citations · Full text