| FedEval: A Holistic Evaluation Framework for Federated Learning | Nov 19, 2020 | BenchmarkingFederated Learning | —Unverified | 0 |
| FedEval-LLM: Federated Evaluation of Large Language Models on Downstream Tasks with Collective Wisdom | Apr 18, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency | Jul 20, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Declarative Privacy-Preserving Inference Queries | Jan 22, 2024 | Federated LearningManagement | —Unverified | 0 |
| FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks | Dec 20, 2024 | Graph AttentionGraph Learning | —Unverified | 0 |
| FedGeo: Privacy-Preserving User Next Location Prediction with Federated Learning | Dec 6, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedGES: A Federated Learning Approach for BN Structure Learning | Feb 3, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Deep Dive into Fairness, Bias, Threats, and Privacy in Recommender Systems: Insights and Future Research | Sep 19, 2024 | FairnessPrivacy Preserving | —Unverified | 0 |
| Federated Learning for Commercial Image Sources | Jul 17, 2025 | Federated Learningimage-classification | —Unverified | 0 |
| A synthetic dataset of French electric load curves with temperature conditioning | Apr 18, 2025 | Privacy Preserving | —Unverified | 0 |
| FedGNN: Federated Graph Neural Network for Privacy-Preserving Recommendation | Feb 9, 2021 | Federated LearningGraph Neural Network | —Unverified | 0 |
| Federated Learning for Clinical Structured Data: A Benchmark Comparison of Engineering and Statistical Approaches | Nov 6, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedGRec: Dynamic Spatio-Temporal Federated Graph Learning for Secure and Efficient Cross-Border Recommendations | May 15, 2025 | Federated LearningGraph Learning | —Unverified | 0 |
| Cross-device Federated Learning for Mobile Health Diagnostics: A First Study on COVID-19 Detection | Mar 13, 2023 | DiagnosticFederated Learning | —Unverified | 0 |
| Decentralized Federated Anomaly Detection in Smart Grids: A P2P Gossip Approach | Jul 20, 2024 | Anomaly DetectionFederated Learning | —Unverified | 0 |
| Federated Learning Empowered by Generative Content | Dec 10, 2023 | DiversityFederated Learning | —Unverified | 0 |
| Decentralized Federated Learning: A Survey on Security and Privacy | Jan 25, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FeDiSa: A Semi-asynchronous Federated Learning Framework for Power System Fault and Cyberattack Discrimination | Mar 28, 2023 | Federated LearningIntrusion Detection | —Unverified | 0 |
| Decentralized Graph Neural Network for Privacy-Preserving Recommendation | Aug 15, 2023 | graph constructionGraph Neural Network | —Unverified | 0 |
| FEDLAD: Federated Evaluation of Deep Leakage Attacks and Defenses | Nov 5, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning-Driven Cybersecurity Framework for IoT Networks with Privacy-Preserving and Real-Time Threat Detection Capabilities | Feb 14, 2025 | Anomaly DetectionFederated Learning | —Unverified | 0 |
| FedLE: Federated Learning Client Selection with Lifespan Extension for Edge IoT Networks | Feb 14, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedMABA: Towards Fair Federated Learning through Multi-Armed Bandits Allocation | Oct 26, 2024 | FairnessFederated Learning | —Unverified | 0 |
| Cronus: Robust and Heterogeneous Collaborative Learning with Black-Box Knowledge Transfer | Dec 24, 2019 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Survey of Secure Computation Using Trusted Execution Environments | Feb 23, 2023 | Privacy PreservingSurvey | —Unverified | 0 |