| Empowering Healthcare through Privacy-Preserving MRI Analysis | Mar 14, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Metadata-Driven Federated Learning of Connectional Brain Templates in Non-IID Multi-Domain Scenarios | Mar 14, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Quantifying and Mitigating Privacy Risks for Tabular Generative Models | Mar 12, 2024 | Privacy Preserving | —Unverified | 0 |
| A Framework for Cost-Effective and Self-Adaptive LLM Shaking and Recovery Mechanism | Mar 12, 2024 | Privacy Preserving | —Unverified | 0 |
| SoK: Can Trajectory Generation Combine Privacy and Utility? | Mar 12, 2024 | Privacy Preserving | CodeCode Available | 1 |
| FewFedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning | Mar 10, 2024 | Federated LearningFew-Shot Learning | —Unverified | 0 |
| Privacy-Preserving Diffusion Model Using Homomorphic Encryption | Mar 9, 2024 | DenoisingImage Generation | CodeCode Available | 1 |
| Federated Learning Method for Preserving Privacy in Face Recognition System | Mar 8, 2024 | Face RecognitionFederated Learning | —Unverified | 0 |
| Developing Federated Time-to-Event Scores Using Heterogeneous Real-World Survival Data | Mar 8, 2024 | Privacy PreservingSurvival Analysis | CodeCode Available | 0 |
| Architectural Blueprint For Heterogeneity-Resilient Federated Learning | Mar 7, 2024 | Edge-computingFederated Learning | —Unverified | 0 |
| Privacy-preserving Fine-tuning of Large Language Models through Flatness | Mar 7, 2024 | Knowledge DistillationPrivacy Preserving | —Unverified | 0 |
| Federated Recommendation via Hybrid Retrieval Augmented Generation | Mar 7, 2024 | HallucinationPrivacy Preserving | CodeCode Available | 1 |
| Enhancing chest X-ray datasets with privacy-preserving large language models and multi-type annotations: a data-driven approach for improved classification | Mar 6, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Privacy-Preserving Framework with Multi-Modal Data for Cross-Domain Recommendation | Mar 6, 2024 | Contrastive LearningDecoder | —Unverified | 0 |
| Wildest Dreams: Reproducible Research in Privacy-preserving Neural Network Training | Mar 6, 2024 | Privacy Preserving | —Unverified | 0 |
| A Federated Deep Learning Approach for Privacy-Preserving Real-Time Transient Stability Predictions in Power Systems | Mar 5, 2024 | Privacy Preserving | —Unverified | 0 |
| Leveraging Federated Learning for Automatic Detection of Clopidogrel Treatment Failures | Mar 5, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Design of Stochastic Quantizers for Privacy Preservation | Mar 5, 2024 | Privacy PreservingQuantization | —Unverified | 0 |
| FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal Decoupling | Mar 5, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Towards Robust Federated Learning via Logits Calibration on Non-IID Data | Mar 5, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Data Collaboration Analysis with Orthonormal Basis Selection and Alignment | Mar 5, 2024 | Computational EfficiencyPrivacy Preserving | —Unverified | 0 |
| Inf2Guard: An Information-Theoretic Framework for Learning Privacy-Preserving Representations against Inference Attacks | Mar 4, 2024 | Inference AttackPrivacy Preserving | CodeCode Available | 0 |
| Differentially Private Synthetic Data via Foundation Model APIs 2: Text | Mar 4, 2024 | Privacy Preserving | CodeCode Available | 2 |
| Privacy-Preserving Collaborative Split Learning Framework for Smart Grid Load Forecasting | Mar 3, 2024 | energy managementLoad Forecasting | CodeCode Available | 1 |
| REWIND Dataset: Privacy-preserving Speaking Status Segmentation from Multimodal Body Movement Signals in the Wild | Mar 2, 2024 | Privacy Preserving | —Unverified | 0 |