{"total":25,"rows":[{"id":"2306.01603","title":"Decentralized Federated Learning: A Survey and Perspective","created":"2023-06-02","cited_by_count":86,"area":null},{"id":"2206.04621","title":"A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning","created":"2022-06-09","cited_by_count":27,"area":null},{"id":"2207.01982","title":"Defending against the Label-flipping Attack in Federated Learning","created":"2022-07-05","cited_by_count":16,"area":null},{"id":"2207.00872","title":"FL-Defender: Combating Targeted Attacks in Federated Learning","created":"2022-07-02","cited_by_count":15,"area":null},{"id":"2411.01583","title":"Trustworthy Federated Learning: Privacy, Security, and Beyond","created":"2024-11-03","cited_by_count":11,"area":null},{"id":"2109.03999","title":"Towards Efficient Synchronous Federated Training: A Survey on System Optimization Strategies","created":"2021-09-09","cited_by_count":9,"area":null},{"id":"2303.10399","title":"FedRight: An Effective Model Copyright Protection for Federated Learning","created":"2023-03-18","cited_by_count":8,"area":null},{"id":"2304.08602","title":"Crossing Roads of Federated Learning and Smart Grids: Overview, Challenges, and Perspectives","created":"2023-04-17","cited_by_count":6,"area":null},{"id":"2108.01913","title":"Secure and Privacy-Preserving Federated Learning via Co-Utility","created":"2021-08-04","cited_by_count":5,"area":null},{"id":"2207.05978","title":"Enhanced Security and Privacy via Fragmented Federated Learning","created":"2022-07-13","cited_by_count":4,"area":null},{"id":"2305.11537","title":"Trustworthy Federated Learning: A Survey","created":"2023-05-19","cited_by_count":4,"area":null},{"id":"2206.05406","title":"Rethinking the Defense Against Free-rider Attack From the Perspective of Model Weight Evolving Frequency","created":"2022-06-11","cited_by_count":3,"area":null},{"id":"2303.13727","title":"A Survey on Secure and Private Federated Learning Using Blockchain: Theory and Application in Resource-constrained Computing","created":"2023-03-24","cited_by_count":3,"area":null},{"id":"2310.10665","title":"Privacy Preservation in Artificial Intelligence and Extended Reality (AI-XR) Metaverses: A Survey","created":"2023-09-19","cited_by_count":3,"area":null},{"id":"2406.10884","title":"Linkage on Security, Privacy and Fairness in Federated Learning: New Balances and New Perspectives","created":"2024-06-16","cited_by_count":3,"area":null},{"id":"2407.15402","title":"Tackling Selfish Clients in Federated Learning","created":"2024-07-22","cited_by_count":3,"area":null},{"id":"2508.13730","title":"On the Security and Privacy of Federated Learning: A Survey with Attacks, Defenses, Frameworks, Applications, and Future Directions","created":"2025-08-19","cited_by_count":2,"area":null},{"id":"2409.10392","title":"TPFL: Tsetlin-Personalized Federated Learning with Confidence-Based Clustering","created":"2024-09-16","cited_by_count":1,"area":null},{"id":"2505.00216","title":"Online Federation For Mixtures of Proprietary Agents with Black-Box Encoders","created":"2025-04-30","cited_by_count":1,"area":null},{"id":"2601.22302","title":"ZK-HybridFL: Zero-Knowledge Proof-Enhanced Hybrid Ledger for Federated Learning","created":"2026-01-29","cited_by_count":1,"area":null},{"id":"2603.08735","title":"Benchmarking Federated Learning in Edge Computing Environments: A Systematic Review and Performance Evaluation","created":"2026-02-24","cited_by_count":1,"area":null},{"id":"2506.12106","title":"Enhancing Privacy: The Utility of Stand-Alone Synthetic CT and MRI for Tumor and Bone Segmentation","created":"2025-06-13","cited_by_count":0,"area":null},{"id":"2509.13739","title":"ParaAegis: Parallel Protection for Flexible Privacy-preserved Federated Learning","created":"2025-09-17","cited_by_count":0,"area":null},{"id":"2603.06646","title":"Trust Aware Federated Learning for Secure Bone Healing Stage Interpretation in e-Health","created":"2026-02-27","cited_by_count":0,"area":null},{"id":"2607.13045","title":"Federated Explainable Artificial Intelligence: Roles, Architectures, Evaluation, and Open Challenges","created":"2026-06-15","cited_by_count":0,"area":null}],"next_cursor":null}