| Encryption-Friendly LLM Architecture | Oct 3, 2024 | Privacy Preserving | CodeCode Available | 1 |
| TAEGAN: Generating Synthetic Tabular Data For Data Augmentation | Oct 2, 2024 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Differentially Private Active Learning: Balancing Effective Data Selection and Privacy | Oct 1, 2024 | Active LearningPrivacy Preserving | CodeCode Available | 0 |
| Thinking Outside of the Differential Privacy Box: A Case Study in Text Privatization with Language Model Prompting | Oct 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| FedPT: Federated Proxy-Tuning of Large Language Models on Resource-Constrained Edge Devices | Oct 1, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Instruction Tuning of LLMs with Domain Coverage Augmentation | Sep 30, 2024 | Computational EfficiencyPrivacy Preserving | —Unverified | 0 |
| Fast-Convergent and Communication-Alleviated Heterogeneous Hierarchical Federated Learning in Autonomous Driving | Sep 29, 2024 | Autonomous DrivingFederated Learning | —Unverified | 0 |
| Heterogeneity-Aware Resource Allocation and Topology Design for Hierarchical Federated Edge Learning | Sep 29, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Convergence-aware Clustered Federated Graph Learning Framework for Collaborative Inter-company Labor Market Forecasting | Sep 29, 2024 | Federated LearningGraph Learning | —Unverified | 0 |
| Confidential Prompting: Protecting User Prompts from Cloud LLM Providers | Sep 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
