| Efficient Deployment of Large Language Models on Resource-constrained Devices | Jan 5, 2025 | Federated Learningparameter-efficient fine-tuning | —Unverified | 0 |
| Fortifying Federated Learning Towards Trustworthiness via Auditable Data Valuation and Verifiable Client Contribution | Jan 1, 2025 | Data PoisoningData Valuation | —Unverified | 0 |
| Unlearning through Knowledge Overwriting: Reversible Federated Unlearning via Selective Sparse Adapter | Jan 1, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Distinguish Then Exploit: Source-free Open Set Domain Adaptation via Weight Barcode Estimation and Sparse Label Assignment | Jan 1, 2025 | Domain AdaptationPrivacy Preserving | —Unverified | 0 |
| Gaussian Splatting Feature Fields for (Privacy-Preserving) Visual Localization | Jan 1, 2025 | 3DGSPrivacy Preserving | —Unverified | 0 |
| pFedMxF: Personalized Federated Class-Incremental Learning with Mixture of Frequency Aggregation | Jan 1, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Privacy-Preserving Distributed Defense Framework for DC Microgrids Against Exponentially Unbounded False Data Injection Attacks | Dec 31, 2024 | Privacy Preserving | —Unverified | 0 |
| SafeSynthDP: Leveraging Large Language Models for Privacy-Preserving Synthetic Data Generation Using Differential Privacy | Dec 30, 2024 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 |
| Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing | Dec 30, 2024 | Edge-computingFairness | —Unverified | 0 |
| Generalizing in Net-Zero Microgrids: A Study with Federated PPO and TRPO | Dec 30, 2024 | energy managementFederated Learning | CodeCode Available | 0 |
