Trần Quang Đức

Head, Bach Khoa Cyber Security Center
Associate Professor, Department Of Computer Engineering

Ph.D. (Computer Engineering, City University London, 2015)
M.S. (Budapest University of Technology and Economics, 2008)
B.S. (Budapest University of Technology and Economics)

Email: duc.tranquang@hust.edu.vn
Web: https://users.soict.hust.edu.vn/ductq

• Pattern Recognition
• Image Processing
• Computer Security

• Biometric Authentication
• Image Processing
• Network Security
• Multimedia Security

Quang Duc Tran is a lecturer in the School of Information and Communication Technology, Hanoi University of Science and Technology and the director of Bach Khoa Cyber Security Center (BKCS). In 2013 and 2015, he received an MSc by Research and a Ph.D. in computer science, respectively, from City University London. His current research interests lie in the fields of machine learning, pattern recognition and computer security. Current and past application areas of his work include biometric authentication, network security, and multimedia security. Tran served on the program committee for SOICT 2016 and SOIS 2018 conferences.

• Van Tong, Cuong Dao, Hai Anh Tran, Duc Tran, Huynh Thi Thanh Binh, Nam-Thang Hoang. “Encrypted Traffic Classification Through Deep Domain Adaptation Network With Smooth Characteristic Function” IEEE Transactions on Network and Service Management, 2025. DOI: https://ieeexplore.ieee.org/document/10855613
• 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
• Tran Giang, Hoang Anh, Bui Tung, Tong Van, Tran Duc. “A Deep Learning Approach to Early Identification of Remote Access Trojans” Symposium on Information and Communication Technology, 2025. DOI: https://link.springer.com/10.1007/978-981-96-4285-4_36
• Van Tong, Lam Tran, Hung Pham, Tung Bui, Duc Tran. “Reducing Communication Overhead in Federated Learning using Deep Reinforcement Learning” Proceedings of the 3rd ACM Workshop on Secure and Trustworthy Deep Learning Systems, 2025. DOI: https://dl.acm.org/doi/10.1145/3709021.3737667
• 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
• 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
• Van Tong, Cuong Dao, Thep Dong, Hai Anh Tran, Duc Tran and Truong X. Tran Tống Văn Vạn Trần Quang Đức. “POSTER: Multi-Block Fusion Mechanism for Multi-label Vulnerability Detection in Smart Contracts.” The 19th ACM ASIA Conference on Computer and Communications Security (ACM ASIACCS 2024), 2024. DOI: https://dl.acm.org/doi/10.1145/3634737.3659435
• Tung Trinh; Huy Hai Nguyen; Thang Nguyen; Duc Tran; Binh Minh Nguyen. “Entity Detection in EVM-based Blockchain Networks Using Machine Learning.” 2024 IEEE International Conference on Decentralized Applications and Infrastructures (DAPPS), 2024. DOI: https://ieeexplore.ieee.org/abstract/document/10646409
• Huyen Ha, Duc Tran, Dukyun Kim. “Black-Box Adversarial Attacks Against Language Model Detector.” Proceedings of the 12th International Symposium on Information and Communication Technology, 2023. DOI: https://dl.acm.org/doi/abs/10.1145/3628797.3628949

• NDT.01.TW/16: Pervasive and Secure Information Service Infrastructure for Internet of Things based on Cloud Computing
• KC.01.01/16-20: Research and Development of a Log and Event Management System (LEMS) for E-governance

• IT1110: Introduction to ICT
• IT4682 (IT4682E): Multimedia Communication
• IT4090: Digital Image Processing
• IT4450: Digital Forensics