| Efficient Data Distribution Estimation for Accelerated Federated Learning | Jun 3, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Privacy Leakage Overshadowed by Views of AI: A Study on Human Oversight of Privacy in Language Model Agent | Nov 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| FedCL: Federated Contrastive Learning for Privacy-Preserving Recommendation | Apr 21, 2022 | Contrastive LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Efficient Cross-Domain Federated Learning by MixStyle Approximation | Dec 12, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| FedCom: A Byzantine-Robust Local Model Aggregation Rule Using Data Commitment for Federated Learning | Apr 16, 2021 | Data PoisoningFederated Learning | —Unverified | 0 | 0 |
| FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants | Dec 18, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Efficient Classification of SARS-CoV-2 Spike Sequences Using Federated Learning | Feb 17, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| FedCPC: An Effective Federated Contrastive Learning Method for Privacy Preserving Early-Stage Alzheimer's Speech Detection | Nov 21, 2023 | Contrastive LearningFederated Learning | —Unverified | 0 | 0 |
| A privacy-preserving, distributed and cooperative FCM-based learning approach for cancer research | Feb 15, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| FedCTTA: A Collaborative Approach to Continual Test-Time Adaptation in Federated Learning | May 19, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Efficient and Private: Memorisation under differentially private parameter-efficient fine-tuning in language models | Nov 24, 2024 | Data Poisoningparameter-efficient fine-tuning | —Unverified | 0 | 0 |
| Efficient and Privacy Preserving Group Signature for Federated Learning | Jul 12, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| FedDCT: A Dynamic Cross-Tier Federated Learning Framework in Wireless Networks | Jul 10, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Efficient and Personalized Mobile Health Event Prediction via Small Language Models | Sep 17, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| FedDICE: A ransomware spread detection in a distributed integrated clinical environment using federated learning and SDN based mitigation | Jun 9, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| FedDiSC: A Computation-efficient Federated Learning Framework for Power Systems Disturbance and Cyber Attack Discrimination | Apr 7, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| FedDis: Disentangled Federated Learning for Unsupervised Brain Pathology Segmentation | Mar 5, 2021 | AnatomyAnomaly Detection | —Unverified | 0 | 0 |
| FedDMF: Privacy-Preserving User Attribute Prediction using Deep Matrix Factorization | Dec 24, 2023 | AttributeFederated Learning | —Unverified | 0 | 0 |
| FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation | Nov 7, 2024 | Federated LearningImage Segmentation | —Unverified | 0 | 0 |
| FedDQ: Communication-Efficient Federated Learning with Descending Quantization | Oct 5, 2021 | Federated LearningModel Compression | —Unverified | 0 | 0 |
| Cali3F: Calibrated Fast Fair Federated Recommendation System | May 26, 2022 | FairnessFederated Learning | —Unverified | 0 | 0 |
| FedEFC: Federated Learning Using Enhanced Forward Correction Against Noisy Labels | Apr 8, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A privacy-preserving distributed computational approach for distributed locational marginal prices | Mar 25, 2021 | ManagementPrivacy Preserving | —Unverified | 0 | 0 |
| Active Inference for Energy Control and Planning in Smart Buildings and Communities | Mar 23, 2025 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 | 0 |
| PA-CFL: Privacy-Adaptive Clustered Federated Learning for Transformer-Based Sales Forecasting on Heterogeneous Retail Data | Mar 15, 2025 | Demand ForecastingFeature Importance | —Unverified | 0 | 0 |