| Backdoor Attacks And Defenses In Federated Learning: Survey, Challenges And Future Research Directions TD Nguyen, T Nguyen, P Le Nguyen, HH Pham, KD Doan, KS Wong Engineering Applications of Artificial Intelligence 127, 107166, 2024 | 59 | 2024 |
| IBA: Towards Irreversible Backdoor Attacks in Federated Learning TD Nguyen, T Nguyen, A Tran, KD Doan, KS Wong Advances in Neural Information Processing Systems 36, 2024 | 41 | 2024 |
| Towards Efficient Communication and Secure Federated Recommendation System via Low-rank Training NH Nguyen, TA Nguyen, T Nguyen, VT Hoang, DD Le, KS Wong Proceedings of the ACM Web Conference 2024, 3940-3951, 2024 | 11* | 2024 |
| Empirical study of federated unlearning: Efficiency and effectiveness TH Nguyen, HP Vu, DT Nguyen, TM Nguyen, KD Doan, KS Wong Asian Conference on Machine Learning, 959-974, 2024 | 3 | 2024 |
| Ensemble Learning Of Myocardial Displacements For Myocardial Infarction Detection In Echocardiography T Nguyen, P Nguyen, D Tran, H Pham, Q Nguyen, T Le, H Van, B Do, ... Frontiers in Cardiovascular Medicine 10, 2023 | 3 | 2023 |
| Fully automated machine learning pipeline for echocardiogram segmentation THD Thi, TN Minh, PN Van, QL Tran 2021 13th International Conference on Knowledge and Systems Engineering (KSE …, 2021 | 2 | 2021 |
| Non-Cooperative Backdoor Attacks in Federated Learning: A New Threat Landscape T Nguyen, DT Nguyen, KD Doan, KS Wong arXiv preprint arXiv:2407.07917, 2024 | 1 | 2024 |
Kok-Seng Wong, PhDAssociate Professor, College of Engineering & Computer Science, VinUniversityVerified email at vinuni.edu.vn
