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.

• MABRESE: A new server selection method for Smart SDN-based CDN architecture H. A. Tran, S Souihi, D Tran, A Mellouk IEEE Communications Letters (In press)
• SHIOT: A novel SDN-based framework for the heterogeneous Internet of Things, H. A. Tran, D. Tran, L. G. Nguyen, Q. T. Ha, V. Tong, A. Mellouk Informatica, Vol. 42, No. 3, pp. 313-323, 2018, ISSN: 0350-5596
• Mining Frequent Patterns for Scalable and Accurate Malware Detection System in Android, T. M. Nguyen, D. S. Nguyen, V. Tong, D. Tran, H. A. Tran IEEE PIMRC 2018 Workshop WS-08, Bologna, Italy, 2018
• Detecting Attacks on Web Applications using Autoencoder, H. Mac, D. Truong, L. Nguyen, H. Nguyen, H. A. Tran, D. Tran The 9th International Symposium on Information and Communication Technology (SoICT 2018), Da Nang, Vietnam, 2018
• A LSTM based Framework for Handling Multiclass Imbalance in DGA Botnet Detection D. Tran, H. Mac, V. Tong, H. A. Tran, L. G. Nguyen Neurocomputing, Vol. 275, pp. 2401-2413, 2018, ISSN: 0925-2312
• DGA Botnet Detection Using Supervised Learning Methods H. Mac, D. Tran, V. Tong, L. G. Nguyen, H. A. Tran The Eighth International Symposium on Information and Communication Technology (SoICT 2017), Ho Chi Minh, Vietnam, 2017
• RABOC: An approach to handle class imbalance in multimodal biometric authentication D. Tran, P. Liatsis Neurocomputing, Vol. 188, pp. 167-177, 2016, ISSN: 0925-2312

• 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