Qualifications
2014: PhD in Physics. Université Paris-Sud, Orsay, France.
Research interests
Wireless communication, ad-hoc network, machine learning, stochastic process, performance evaluation, blockchain
Selected publications
[1] Giang, A. T., Doan, N.-Q., Nguyen, H. H., Nguyen, K. T., & Le, H. T. (2026). Sketch-to-image synthesis for fine-grained animal generation using self-attention and multi-objective loss. In Proceedings of the 2026 18th International Conference on Knowledge and Smart Technology (KST) (pp. 1–6). IEEE.
[2] Le, H. T., Doan, N.-Q., Giang, A. T., Nguyen, H. H., & Busson, A. (2026). TimeShield algorithm: A delay-based defense against evil twin attacks in Wi-Fi networks. In Proceedings of the 2026 40th International Conference on Information Networking (ICOIN) (pp. 1–6). IEEE.
[3] Tuan, G. A., Ha, N. H., Quang, D. N., Ton, L. H., & Hieu, T. T. (2025). Weak Links in Smart Surveillance: An Empirical Security Evaluation of Evil Twin Attacks on IoT Cameras. Journal of Science and Technology on Information Security, 3(26), 62-69. https://doi.org/10.54654/isj.v3i26.1163
[4] H. N. Nguyen et al., “SPROF: A Spatio-Temporal Probabilistic Fusion of 2D Lidar and Vision for Robust Distance Estimation,” 2025 5th International Conference on Robotics, Automation, and Artificial Intelligence (RAAI), Singapore, Singapore, 2025, pp. 82-86, doi: 10.1109/RAAI67517.2025.11423076.
[5] N. H. Ly, N. Q. Doan, A. T. Giang, H. T. Le, H. H. Nguyen and H. T. Tran, “Enhancing Urban Traffic Control with Priority-Aware Multi-Objective Reinforcement Learning,” 2025 17th International Conference on Knowledge and System Engineering (KSE), Da Lat, Vietnam, 2025, pp. 1-6, doi: 10.1109/KSE68178.2025.11309580.
[6] L. H. Nam, D. N. Quang, G. A. Tuan, T. H. Tung, L. H. Ton and N. H. Ha, “Towards Real-ESRGAN Refinement for Realistic Image Restoration via Advanced Degradation and Knowledge Distillation,” 2025 17th International Conference on Knowledge and System Engineering (KSE), Da Lat, Vietnam, 2025, pp. 01-06, doi: 10.1109/KSE68178.2025.11309534.
[7] Doan, N.Q., Nguyen, V.T., Giang, A.T., Doan, V.T. and Hai, D.B. (2024). Deep Learning Framework for Detecting, Classifying, and Recognizing Invoice Metadata. In Creative Approaches Towards Development of Computing and Multidisciplinary IT Solutions for Society (eds A. Bijalwan, R. Bennett, G.B. Jyotsna and S.N. Mohanty). https://doi.org/10.1002/9781394272303.ch13
[8] Giang, A.T., Busson, A. Performance evaluation of OFDMA and aggregation downlink stateless service disciplines in Wi-Fi networks. Wireless Netw 30, 2571–2587 (2024). https://doi.org/10.1007/s11276-024-03689-2
[9] Le, H. T., Nguyen-Ngoc, D., Tran, H. T., Giang, A. T., Amouroux, E., Muñoz, A. R., & Takasu, F. (2022). Egg pattern mimicry in avian brood parasitism assessed using local image descriptors and human-eyes. Ornithological Science, 21(2), 189-198.
[10] Giang, Anh Tuan, Tran, Hoang Tung, Le, Huu Ton, Doan, Nhat Quang, Nguyen, Minh Huong, Jamming Attack in Vehicular Networks: Adaptively Probabilistic Channel Surfing Scheme, Wireless Communications and Mobile Computing, 2022, 3884761, 8 pages, 2022. https://doi.org/10.1155/2022/3884761
For further publications of Dr. Giang An Tuan, please read below:
| ORCID ID/Link | https://orcid.org/0000-0001-8364-487X | |
| Google scholar link | https://scholar.google.com/citations?user=2NsaQjsAAAAJ&hl=en&oi=sra | |
