| BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities | Jan 24, 2025 | Brain DecodingImage Reconstruction | 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 |
| Love or Hate? Share or Split? Privacy-Preserving Training Using Split Learning and Homomorphic Encryption | Sep 19, 2023 | Privacy Preserving | CodeCode Available | 1 |
| LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection | Jun 14, 2020 | Deep LearningPrivacy Preserving | CodeCode Available | 1 |
| Active Membership Inference Attack under Local Differential Privacy in Federated Learning | Feb 24, 2023 | Federated LearningInference Attack | CodeCode Available | 1 |
| A Survey on Privacy in Graph Neural Networks: Attacks, Preservation, and Applications | Aug 31, 2023 | Privacy Preserving | CodeCode Available | 1 |
| Mitigating Unintended Memorization with LoRA in Federated Learning for LLMs | Feb 7, 2025 | Federated LearningMedical Question Answering | CodeCode Available | 1 |
| MMASD: A Multimodal Dataset for Autism Intervention Analysis | Jun 14, 2023 | Action Quality AssessmentOptical Flow Estimation | CodeCode Available | 1 |
| A Privacy-Preserving Hybrid Federated Learning Framework for Financial Crime Detection | Feb 7, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| A Survey on Vulnerability of Federated Learning: A Learning Algorithm Perspective | Nov 27, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
