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• Trading Off Privacy, Utility and Efficiency in Federated Learning
  2022 · 5 citations
• A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning
  2022 · 5 citations
• Grounding Foundation Models through Federated Transfer Learning: A General Framework
  2023 · 5 citations
• Probably Approximately Correct Federated Learning
  2023 · 2 citations
• No Free Lunch Theorem for Security and Utility in Federated Learning
  2022 · 1 citations
• Deciphering the Interplay between Attack and Protection Complexity in Privacy-Preserving Federated Learning
  2025
• FedSDAF: Leveraging Source Domain Awareness for Enhanced Federated Domain Generalization
  2025
• FedEM: A Privacy-Preserving Framework for Concurrent Utility Preservation in Federated Learning
  2025
• FedEAT: A Robustness Optimization Framework for Federated LLMs
  2025
• Ten Challenging Problems in Federated Foundation Models
  2025