| HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption | Mar 21, 2024 | Privacy PreservingTransfer Learning | CodeCode Available | 1 |
| Pencil: Private and Extensible Collaborative Learning without the Non-Colluding Assumption | Mar 17, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| SoK: Can Trajectory Generation Combine Privacy and Utility? | Mar 12, 2024 | Privacy Preserving | CodeCode Available | 1 |
| Privacy-Preserving Diffusion Model Using Homomorphic Encryption | Mar 9, 2024 | DenoisingImage Generation | CodeCode Available | 1 |
| Federated Recommendation via Hybrid Retrieval Augmented Generation | Mar 7, 2024 | HallucinationPrivacy Preserving | CodeCode Available | 1 |
| FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal Decoupling | Mar 5, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Privacy-Preserving Collaborative Split Learning Framework for Smart Grid Load Forecasting | Mar 3, 2024 | energy managementLoad Forecasting | CodeCode Available | 1 |
| Systematic Assessment of Tabular Data Synthesis Algorithms | Feb 9, 2024 | Privacy Preserving | CodeCode Available | 1 |
| FedAA: A Reinforcement Learning Perspective on Adaptive Aggregation for Fair and Robust Federated Learning | Feb 8, 2024 | continuous-controlContinuous Control | CodeCode Available | 1 |
| EmojiPrompt: Generative Prompt Obfuscation for Privacy-Preserving Communication with Cloud-based LLMs | Feb 8, 2024 | Privacy PreservingSentiment Analysis | CodeCode Available | 1 |
