| Federated learning-based intrusion detection in the context of IIoT networks: poisoning attack and defense NC Vy, NH Quyen, PT Duy, VH Pham Network and System Security: 15th International Conference, NSS 2021 …, 2021 | 14 | 2021 |
| Leveraging deep reinforcement learning for automating penetration testing in reconnaissance and exploitation phase NX Nhu, TT Nghia, NH Quyen, VH Pham, PT Duy 2022 RIVF International Conference on Computing and Communication …, 2022 | 9 | 2022 |
| FedChain-Hunter: A reliable and privacy-preserving aggregation for federated threat hunting framework in SDN-based IIoT PT Duy, NH Quyen, NH Khoa, TD Tran, VH Pham Internet of Things 24, 100966, 2023 | 5 | 2023 |
| Leveraging reinforcement learning and generative adversarial networks to craft mutants of windows malware against black-box malware detectors TD Phan, T Duc Luong, N Hoang Quoc An, Q Nguyen Huu, HK Nghi, ... Proceedings of the 11th International Symposium on Information and …, 2022 | 3 | 2022 |
| Federated intrusion detection on non-IID data for IIoT networks using generative adversarial networks and reinforcement learning NH Quyen, PT Duy, NC Vy, DTT Hien, VH Pham International Conference on Information Security Practice and Experience …, 2022 | 2 | 2022 |
| Fed-LSAE: Thwarting poisoning attacks against federated cyber threat detection system via autoencoder-based latent space inspection TD Luong, VM Tien, NH Quyen, DTT Hien, PT Duy, VH Pham arXiv preprint arXiv:2309.11053, 2023 | 1 | 2023 |
| VulnSense: Efficient Vulnerability Detection in Ethereum Smart Contracts by Multimodal Learning with Graph Neural Network and Language Model PT Duy, NH Khoa, NH Quyen, LC Trinh, VT Kien, TM Hoang, VH Pham arXiv preprint arXiv:2309.08474, 2023 | 1 | 2023 |
| Deception and Continuous Training Approach for Web Attack Detection using Cyber Traps and MLOps VH Pham, HK Nghi, HQ Nguyen Science and Technology Development Journal 26 (2), 2729-2740, 2023 | 1 | 2023 |
| DoppelSearch: A Novel Approach to Content-Based Video Retrieval for AI Challenge HCMC 2023 P Phan Nguyen Huu, K Tran Dinh, N Tran Kim Ngoc, L Tran Duc, ... Proceedings of the 12th International Symposium on Information and …, 2023 | | 2023 |
| Shark-Eyes: A multimodal fusion framework for multi-view-based phishing website detection M Vo Quang, D Bui Tan Hai, N Tran Kim Ngoc, S Ngo Duc Hoang, ... Proceedings of the 12th International Symposium on Information and …, 2023 | | 2023 |
| BlazeSearch: A multimomal semantic search engine for retrieving in-video information for AI Challenge HCMC 2023 S Ngo Duc Hoang, A Bui Vuong Tam, P Phan Hoang, G Tran Thi Cam, ... Proceedings of the 12th International Symposium on Information and …, 2023 | | 2023 |
| A Multimodal Deep Learning Approach for Efficient Vulnerability Detection in Smart Contracts VT Kien, TM Hoang, NH Quyen, NH Khoa, PT Duy, VH Pham GLOBECOM 2023-2023 IEEE Global Communications Conference, 3421-3426, 2023 | | 2023 |
| IncWAD: An Incremental Learning Approach for Web Attack Detection using MLOps VX Khang, NH Khoa, NH Quyen, PT Duy, VH Pham 2023 International Conference on Advanced Technologies for Communications …, 2023 | | 2023 |
