Publications in 2022
- D. Tran, H. Mac, L.G. Nguyen, “A method for detecting DGA-malware infected machines,” VN Patent, Patent No. 10031187, 2022.
- N.T. Hoang, H.N. Nguyen, H.A. Tran, and S. Souihi, “A Novel Adaptive East–West Interface for a Heterogeneous and Distributed SDN Network,” Electronics 11(7), 975, 2022.
- H.A. Tran, D. Tran, A. MELLOUK, “State-Dependent Multi-Constraint Topology Configuration for Software-Defined Service Overlay Networks,” IEEE/ACM Transactions on Networking, 2022.
- V.L. Trinh, T.L.T. Dao, X.T. Le, Castelli E. “Emotional Speech Recognition Using Deep Neural Networks,” Sensors 22(4):1414, 2022.
- V.H. Dao, H. Mac, and D. Tran, “Noise-aware deep learning algorithm for one-stage multispectral pedestrian detection,” Journal of Electronic Imaging 31(3), 2022.
- C.T. Tran, M.A. Labiod, H.A. Tran, A. MELLOUK, “GADAM: Generic Adaptive Deep-learning-based Multipath Scheduler Selector,” 2022 IEEE International Conference on Communications (ICC), 2022.
- M.T.A. Nguyen, S.B. Souihi, H.A. Tran, and S. Souihi, “When NLP meets SDN: An application to Global Internet eXchange Network,” 2022 IEEE International Conference on Communications (ICC), 2022.
Publications in 2021
- V. Tong, S. Souihi, H.A. Tran and A. MELLOUK, “SDN-based Application-aware Segment Routing for Large-scale Networks,” IEEE Systems Journal, 2021.
- H.N. Nguyen, H.A. Tran, S. Fowler, S. Souihi, “A survey of Blockchain technologies applied to Software-Defined Networking: Research challenges and solutions,” IET Wireless Sensor Systems, 2021.
- V. Tong, S. Souihi, H.A. Tran and A. MELLOUK, “Machine Learning based Root Cause Analysis for SDN Network,” IEEE GLOBECOM, 2021.
- D.H. Le, H.A. Tran, and S. Souihi, “A Reinforcement Learning-based solution for Intra-domain Egress Selection,” IEEE International Conference on High Performance Switching and Routing (HPSR21), 2021.
- H.A. Tran, T.T.T. NGUYEN, S. Souihi, and A. MELLOUK, “Towards a Novel Congestion Notification Algorithm for a Software-Defined Data Center Networks,” IFIP/IEEE International Symposium on Integrated Network Management, 2021.
- D.H. Le, H.A. Tran, S. Souihi, and A. MELLOUK, “An AI-based Traffic Matrix Prediction Solution for Software-Defined Network,” IEEE International Conference on Communications (ICC), 2021.
- X.T. Le, T.A. Phan, K.D. Tran, D. Nguyen, and X.T. Pham, “Communication and Control for Remotely Operated Underwater Vehicles,” In: Huynh, D.V.K., Tang, A.M., Doan, D.H., Watson, P. (eds) Proceedings of the 2nd Vietnam Symposium on Advances in Offshore Engineering. VSOE2021 2021. Lecture Notes in Civil Engineering, vol 208, Springer, Singapore.
- V.H. Dao, H. Mac, and D. Tran, “A Real-time Multispectral Algorithm for Robust Pedestrian Detection,” 2021 RIVF International Conference on Computing and Communication Technologies (RIVF), December 2021.
Publications in 2020
- T.M.B. Nguyen, A. MELLOUK, T.T.B. Huynh, V.L. Le, L.S. Dang, H.A. Tran, “An Elite Hybrid Particle Swarm Optimization for Solving Minimal Exposure Path Problem in Mobile Wireless Sensor Networks,” Sensors 2020, 20 (9), 2586, May 2020.
- Luangoudom, D. Tran, L.G. Nguyen, “Lightweight Encryption Schemes for the Internet of Things: A Review,” Journal of Science and Technology, 144, pp. 53-57, 2020.
- Luangoudom, D. Tran, T. Nguyen, H.A. Tran, L.G. Nguyen, Q.T. Ha, “svBLOCK: mitigating black hole attack in low-power and lossy networks,” International Journal of Sensor Networks, 32(2), pp.77 – 86, 2020.
- D.H. Le, and H.A. Tran. “A novel Machine Learning-based Network Intrusion Detection System for Software-Defined Network”, 2020 7th IEEE NAFOSTED Conference on Information and Computer Science (NICS), 2020.
- V. Tong, S. Souihi, H.A. Tran and A. MELLOUK, “Service-centric Segment Routing Mechanism using Reinforcement Learning for Encrypted Traffic”, 16th International Conference on Network and Service Management, 2020.