| FedPDD: A Privacy-preserving Double Distillation Framework for Cross-silo Federated Recommendation | May 9, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedPOIRec: Privacy Preserving Federated POI Recommendation with Social Influence | Dec 21, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Remote Physiological Measurement with Imperfect Data | Mar 11, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Representation Learning for Automatic Speech Recognition | Aug 3, 2023 | Automatic Speech RecognitionFederated Learning | —Unverified | 0 |
| Federated Learning for Metaverse: A Survey | Mar 23, 2023 | Edge-computingFederated Learning | —Unverified | 0 |
| Federated Select: A Primitive for Communication- and Memory-Efficient Federated Learning | Aug 19, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Towards Communication-Efficient and Privacy-Preserving Federated Representation Learning | Sep 29, 2021 | Contrastive LearningFederated Learning | —Unverified | 0 |
| Dataset for Real-World Human Action Detection Using FMCW mmWave Radar | Dec 23, 2024 | Action DetectionPrivacy Preserving | —Unverified | 0 |
| Crowdotic: A Privacy-Preserving Hospital Waiting Room Crowd Density Estimation with Non-speech Audio | Sep 19, 2023 | Density EstimationManagement | —Unverified | 0 |
| Federated Learning for Localization: A Privacy-Preserving Crowdsourcing Method | Jan 7, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning for Intrusion Detection System: Concepts, Challenges and Future Directions | Jun 16, 2021 | Anomaly DetectionAutonomous Vehicles | —Unverified | 0 |
| ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect | Aug 19, 2024 | MemorizationOutlier Detection | —Unverified | 0 |
| Crowd-ML: A Privacy-Preserving Learning Framework for a Crowd of Smart Devices | Jan 11, 2015 | Privacy Preserving | —Unverified | 0 |
| Federated Survival Analysis with Discrete-Time Cox Models | Jun 16, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| DBFed: Debiasing Federated Learning Framework based on Domain-Independent | Jul 10, 2023 | FairnessFederated Learning | —Unverified | 0 |
| Federated Testing (FedTest): A New Scheme to Enhance Convergence and Mitigate Adversarial Attacks in Federating Learning | Jan 19, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning | Feb 25, 2025 | Privacy Preserving | —Unverified | 0 |
| Federated Learning for ICD Classification with Lightweight Models and Pretrained Embeddings | Jul 3, 2025 | Code ClassificationFederated Learning | —Unverified | 0 |
| Federated Learning for Computationally-Constrained Heterogeneous Devices: A Survey | Jul 18, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Two-stage Learning with Sign-based Voting | Dec 10, 2021 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Dealing Doubt: Unveiling Threat Models in Gradient Inversion Attacks under Federated Learning, A Survey and Taxonomy | May 16, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated unsupervised random forest for privacy-preserving patient stratification | Jan 29, 2024 | ClusteringFeature Importance | —Unverified | 0 |
| Asynchronous Personalized Federated Learning through Global Memorization | Mar 1, 2025 | Federated LearningMemorization | —Unverified | 0 |
| Federated User Representation Learning | Sep 27, 2019 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Exploring Semantic Attributes from A Foundation Model for Federated Learning of Disjoint Label Spaces | Aug 29, 2022 | AttributeFederated Learning | —Unverified | 0 |
| 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 |