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• Efficient Dropout-resilient Aggregation for Privacy-preserving Machine Learning
  2022 · 124 citations
• Privacy-Preserving Aggregation in Federated Learning: A Survey
  2022 · 121 citations
• Local Differential Privacy based Federated Learning for Internet of Things
  2020 · 38 citations
• Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-based Federated Learning
  2024 · 34 citations
• Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things
  2024 · 24 citations
• Secure Weighted Aggregation for Federated Learning
  2020 · 17 citations
• Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management
  2020 · 14 citations
• A Survey on Federated Unlearning: Challenges, Methods, and Future Directions
  2023 · 7 citations
• Guaranteeing Data Privacy in Federated Unlearning with Dynamic User Participation
  2024 · 6 citations