| Privacy-Preserving Distributed Defense Framework for DC Microgrids Against Exponentially Unbounded False Data Injection Attacks | Dec 31, 2024 | Privacy Preserving | —Unverified | 0 |
| Generalizing in Net-Zero Microgrids: A Study with Federated PPO and TRPO | Dec 30, 2024 | energy managementFederated Learning | CodeCode Available | 0 |
| Federated Learning with Workload Reduction through Partial Training of Client Models and Entropy-Based Data Selection | Dec 30, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing | Dec 30, 2024 | Edge-computingFairness | —Unverified | 0 |
| Towards nation-wide analytical healthcare infrastructures: A privacy-preserving augmented knee rehabilitation case study | Dec 30, 2024 | DiagnosticPose Estimation | CodeCode Available | 0 |
| SafeSynthDP: Leveraging Large Language Models for Privacy-Preserving Synthetic Data Generation Using Differential Privacy | Dec 30, 2024 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 |
| Reconciling Privacy and Explainability in High-Stakes: A Systematic Inquiry | Dec 30, 2024 | Decision MakingPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Aware Multi-Device Cooperative Edge Inference with Distributed Resource Bidding | Dec 30, 2024 | Edge-computingFeature Compression | —Unverified | 0 |
| A Multiparty Homomorphic Encryption Approach to Confidential Federated Kaplan Meier Survival Analysis | Dec 29, 2024 | Privacy PreservingReconstruction Attack | —Unverified | 0 |
| Optimal Federated Learning for Functional Mean Estimation under Heterogeneous Privacy Constraints | Dec 25, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FFA Sora, video generation as fundus fluorescein angiography simulator | Dec 23, 2024 | Privacy PreservingQuestion Answering | —Unverified | 0 |
| Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction | Dec 23, 2024 | Federated LearningKnowledge Distillation | —Unverified | 0 |
| Asynchronous Federated Learning: A Scalable Approach for Decentralized Machine Learning | Dec 23, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Dataset for Real-World Human Action Detection Using FMCW mmWave Radar | Dec 23, 2024 | Action DetectionPrivacy Preserving | —Unverified | 0 |
| Modular Conversational Agents for Surveys and Interviews | Dec 22, 2024 | AI AgentImage Generation | —Unverified | 0 |
| Label Privacy in Split Learning for Large Models with Parameter-Efficient Training | Dec 21, 2024 | Federated Learningparameter-efficient fine-tuning | CodeCode Available | 0 |
| CBNN: 3-Party Secure Framework for Customized Binary Neural Networks Inference | Dec 21, 2024 | BinarizationKnowledge Distillation | —Unverified | 0 |
| Privacy in Fine-tuning Large Language Models: Attacks, Defenses, and Future Directions | Dec 21, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Benchmarking LLMs and SLMs for patient reported outcomes | Dec 20, 2024 | BenchmarkingPrivacy Preserving | —Unverified | 0 |
| FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks | Dec 20, 2024 | Graph AttentionGraph Learning | —Unverified | 0 |
| Differentially Private Federated Learning of Diffusion Models for Synthetic Tabular Data Generation | Dec 20, 2024 | DenoisingFederated Learning | —Unverified | 0 |
| Clio: Privacy-Preserving Insights into Real-World AI Use | Dec 18, 2024 | Privacy Preserving | —Unverified | 0 |
| Federated Learning and RAG Integration: A Scalable Approach for Medical Large Language Models | Dec 18, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedSTaS: Client Stratification and Client Level Sampling for Efficient Federated Learning | Dec 18, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Towards privacy-preserving cooperative control via encrypted distributed optimization | Dec 18, 2024 | Distributed OptimizationPrivacy Preserving | —Unverified | 0 |