| Federated Learning with Label-Masking Distillation | Sep 20, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| 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 |
| Fed-MUnet: Multi-modal Federated Unet for Brain Tumor Segmentation | Sep 2, 2024 | Brain Tumor SegmentationFederated Learning | CodeCode Available | 1 |
| MMASD+: A Novel Dataset for Privacy-Preserving Behavior Analysis of Children with Autism Spectrum Disorder | Aug 27, 2024 | Optical Flow EstimationPrivacy Preserving | CodeCode Available | 1 |
| DCT-CryptoNets: Scaling Private Inference in the Frequency Domain | Aug 27, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| PHEVA: A Privacy-preserving Human-centric Video Anomaly Detection Dataset | Aug 26, 2024 | Anomaly DetectionContinual Learning | CodeCode Available | 1 |
| Tackling Data Heterogeneity in Federated Learning via Loss Decomposition | Aug 22, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| PateGail: A Privacy-Preserving Mobility Trajectory Generator with Imitation Learning | Jul 23, 2024 | Decision MakingImitation Learning | CodeCode Available | 1 |
| Attack-Aware Noise Calibration for Differential Privacy | Jul 2, 2024 | Privacy PreservingSensitivity | CodeCode Available | 1 |
| LenslessFace: An End-to-End Optimized Lensless System for Privacy-Preserving Face Verification | Jun 6, 2024 | Face DetectionFace Verification | CodeCode Available | 1 |
