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• Federated Machine Learning: Concept and Applications
  2019 · 611 citations
• Learning to Detect Malicious Clients for Robust Federated Learning
  2020 · 187 citations
• SecureBoost: A Lossless Federated Learning Framework
  2019 · 179 citations
• Abnormal Client Behavior Detection in Federated Learning
  2019 · 112 citations
• HHHFL: Hierarchical Heterogeneous Horizontal Federated Learning for Electroencephalography
  2019 · 64 citations
• A Communication Efficient Collaborative Learning Framework for Distributed Features
  2019 · 58 citations
• A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression
  2019 · 57 citations
• Federated Transfer Reinforcement Learning for Autonomous Driving
  2019 · 39 citations
• Backdoor attacks and defenses in feature-partitioned collaborative learning
  2020 · 36 citations
• FedVision: An Online Visual Object Detection Platform Powered by Federated Learning
  2020 · 29 citations
• Privacy-Preserving Technology to Help Millions of People: Federated Prediction Model for Stroke Prevention
  2020 · 29 citations
• Self-supervised Cross-silo Federated Neural Architecture Search
  2021 · 17 citations
• RPN: A Residual Pooling Network for Efficient Federated Learning
  2020 · 5 citations