Nguyen Linh Giang

Associate Professor
Head, Department Of Computer Engineering

Ph.D. (Computer Science, Georgian University of Technology, Georgia, USSR, 1995)
M.S. (Computer Science, Georgian University of Technology, Georgia, USSR, 1991)

Email: giangnl@soict.hust.edu.vn
Web:  https://users.soict.hust.edu.vn/giangnl/

• Network Security
• Digital Image Processing and Analysis

• Intrusion detection and prevention
• Cryptography and Attribute based Encryption
• Biometric Authentication
• Reinforcement Learrning and Applications

Nguyen Linh Giang is an Associate Professor in Data Communications and Computer Networks at the School of Information and Communication Technology, Hanoi University of Sience and Technology (HUST). He received her Ph.D. in Computer science in 1995 from Georgian University of Technology, Georgia, USSR. His current research interests include network security problems such as secure data transmission, intrusion detection and prevention, biometric authentication. He has been Principal investigator of several researches grants from MOET and MOST; and members of different research projects.

• Bui Tung, Tran Duc, Nguyen Linh Giang, Tong Van, Le Van, Le Tuyen Ngoc. “PRAU-GIN: GIN-based android malware classification with traffic refinement and node augmentation” International Journal of Information Security, 2025. DOI: https://link.springer.com/10.1007/s10207-025-01110-3
• Bui Tung, Tran Minh, Tran Duc, Nguyen Linh Giang. “Real-time Android malware detection using Graph Isomorphism Network and statistical network traffic features” Journal of Cyber Security Technology, 2025. DOI: https://www.tandfonline.com/doi/full/10.1080/23742917.2025.2553924
• Cuong Dao, Van Tong, Hai Anh Tran, Duc Tran, Giang Nguyen. “POSTER: Multimodal Graph Networks for Systematic Generalization in Code Clone Detection” The 20th ACM ASIA Conference on Computer and Communications Security (ACM ASIACCS 2025), 2025. DOI: https://dl.acm.org/doi/10.1145/3708821.3735348
• Dang Duy Nhat, Linh Giang Nguyen, Trong Tung Bui, Le Van Dong, Le Tuyen Ngoc. “MAML AE-SAC: A Synergy Framework of Meta-Learning and Adversarial Reinforcement Learning for Adaptive Intrusion Detection” 17th International Conference on Knowledge and System Engineering (KSE 2025), 2025. DOI: https://ieeexplore.ieee.org/document/11309376
• Hai Anh Tran, Van Tong, Duc Tran, Giang Nguyen. “Privacy-Preserving Personalized Federated Learning for Encrypted Traffic Classification” 17th International Conference on Knowledge and System Engineering (KSE 2025), 2025. DOI: https://ieeexplore.ieee.org/document/11309564
• Nguyen Van Tanh, Ngo Quang Tri, Nguyen Linh Giang, Tien-Le Duy (2022). Comprehensive Security Solution for IOT Network with Integrated Technology of Improved Lightweight Encryption Mechanisms. International Journal of Simulation, Systems, Science and Technology, V21, N4, 2020 14.1-14.7
• Nguyen Van Tanh, Ngo Quang Tri, Nguyen Linh Giang, Tien-Le Duy (2022). Security Solution for the Internet of Things With the Innovative Lightweight Encryption Algorithm CurveCP. ICACCP 2021,
• Nguyen Van Tanh, Ngo Quang Tri, Nguyen Linh Giang, Tien-Le Duy (2022). A solution to improve the security of the Internet of Things network with lightweight encryption methods. Journal of Physicss: Conference, vol 1933 (ViCEST 2020) p 012042
• Sonxay Luangoudom, Duc Tran, Tuyen Nguyen, Hai Anh Tran, Giang Nguyen, Quoc Trung Ha (2020). svBLOCK: Mitigating Black Hole Attack in Low-power and Lossy Networks. International Journal of Sensor Networks, 32, 77-86.
• Luangoudome Sonexay, Nguyen Tuyen, Tran Duc, Linh Giang Nguyen (2019). End to End Message Encryption Using Poly1305 and XSalsa20 in Low Power and Lossy Networks. The 11th International Conference on Knowledge and Systems Engineering (KSE 2019).

• Pervasive and Secure Information Service Infrastructure for Internet of Things based on Cloud Computing,2016-2019. Principal Investigator

• IT2130 Signals and Systems
• IT4260, Network Security
• IT4094 Digital Image Procesing
• IT4304 Information Security
• IT4810 Network Security Assessment
• IT4682 Multimedia Communication
• IT6600 Pattern Regognition Theory