Quyền riêng tư và bảo mật dữ liệu y tế

Một số kết quả

Le Vu Hieu. Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System for MRI-Based AI Models. Undergraduate Thesis, Vietnam National University Hanoi, June 2026

Le Tuan Anh. Federated Multimodal Neuroimaging for Brain Age Prediction. Undergraduate Thesis, Vietnam National University Hanoi, June 2026

Xinguang Wang, Nguyen Linh Trung, Oliver Y. Chen, Alvaro Javier Vargas Guerrero, Quang Manh Doan, Tianzheng Hu, Stijn Denissen, Jeroen Van Schependom, and Guy Nagels. Federated adversarial network (FAN): A generative proxy-based, defense-enhanced, and non-iid-robust federated learning method. Image and Vision Computing, January 2026. [under review].

Nguyen Tien Dung. Adaptive Differential Privacy with Compression and Secure Aggregation for Federated Learning in Neuroimaging. Undergraduate Thesis, Vietnam National University Hanoi, December 2025

Xinguang Wang, Nguyen Linh Trung, Oliver Y. Chen, Jeroen Van Schependom, Stijn Denissen, and Guy Nagels. PDD-FANs: Personalized decentralized federated adversarial networks with defense mechanism in non-IID setting. In 2025 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), Guizhou, China, 17-21 November 2025.