| FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations | Sep 9, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 2 |
| Enhancing Privacy in Federated Learning: Secure Aggregation for Real-World Healthcare Applications | Sep 2, 2024 | CPUFederated Learning | CodeCode Available | 2 |
| EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Layerwise Unified Compression and Adaptive Layer Tuning and Voting | Jun 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing | Nov 25, 2024 | Privacy Preserving | CodeCode Available | 2 |
| Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic Data | Jul 17, 2024 | Breast Cancer DetectionCancer Classification | CodeCode Available | 2 |
| DensePose From WiFi | Dec 31, 2022 | 3D Human Pose EstimationBody Detection | CodeCode Available | 2 |
| Differentially Private Synthetic Data via Foundation Model APIs 2: Text | Mar 4, 2024 | Privacy Preserving | CodeCode Available | 2 |
| Encrypted Vector Similarity Computations Using Partially Homomorphic Encryption: Applications and Performance Analysis | Mar 7, 2025 | Image RetrievalPrivacy Preserving | CodeCode Available | 2 |
| FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models | Oct 16, 2023 | Federated Learningparameter-efficient fine-tuning | CodeCode Available | 2 |
| CLEAR: A Fully User-side Image Search System | Jun 17, 2022 | Image RetrievalPrivacy Preserving | CodeCode Available | 2 |
