| Privacy-Preserving SAM Quantization for Efficient Edge Intelligence in Healthcare | Sep 14, 2024 | Data Free QuantizationImage Segmentation | —Unverified | 0 |
| Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML | Sep 14, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models | Sep 14, 2024 | parameter-efficient fine-tuningPrivacy Preserving | CodeCode Available | 2 |
| A Statistical Viewpoint on Differential Privacy: Hypothesis Testing, Representation and Blackwell's Theorem | Sep 14, 2024 | InformativenessPrivacy Preserving | —Unverified | 0 |
| SafeEar: Content Privacy-Preserving Audio Deepfake Detection | Sep 14, 2024 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 2 |
| Enhancing Privacy in ControlNet and Stable Diffusion via Split Learning | Sep 13, 2024 | Federated LearningImage Generation | —Unverified | 0 |
| Utilizing Data Fingerprints for Privacy-Preserving Algorithm Selection in Time Series Classification: Performance and Uncertainty Estimation on Unseen Datasets | Sep 13, 2024 | Multi-target regressionNeural Architecture Search | CodeCode Available | 0 |
| Privacy-preserving federated prediction of pain intensity change based on multi-center survey data | Sep 12, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| PDC-FRS: Privacy-preserving Data Contribution for Federated Recommender System | Sep 12, 2024 | Privacy PreservingRecommendation Systems | —Unverified | 0 |
| Efficient Privacy-Preserving KAN Inference Using Homomorphic Encryption | Sep 12, 2024 | image-classificationImage Classification | —Unverified | 0 |
