Publications in 2022
  1. D. Tran, H. Mac, L.G. Nguyen, “A method for detecting DGA-malware infected machines,” VN Patent, Patent No. 10031187, 2022.
  2. 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.
  3. 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.
  4. V.L. Trinh, T.L.T. Dao, X.T. Le, Castelli E. “Emotional Speech Recognition Using Deep Neural Networks,” Sensors 22(4):1414, 2022.
  5. 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.
  6. 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.
  7. 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

  1. V. Tong, S. Souihi, H.A. Tran and A. MELLOUK, “SDN-based Application-aware Segment Routing for Large-scale Networks,” IEEE Systems Journal, 2021.
  2. 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.
  3. V. Tong, S. Souihi, H.A. Tran and A. MELLOUK, “Machine Learning based Root Cause Analysis for SDN Network,” IEEE GLOBECOM, 2021.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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

  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.