Assistant Professor
Phone Numbers
Office
CAPS, Room 331 | Building B, Room B369
Educational History
Ph.D., Information and Communication Engineering, Inha University, 2019
M.S., Information and Communication Engineering, Inha University, 2016
B.S., Electronics and Telecommunication Engineering, Danang University of Technology, 2009
Research Interests
Post-Quantum Cryptography
Homomorphic Encryption
Error Correction Codes
Machine Learning
Applied Artificial Intelligence and Cybersecurity
Digital System-on-Chip Design
Awards, Honors, and Memberships
Best Session Presentation Award, 43rd IEEE International Conference on Consumer Electronics, 2025
First Prize in Best Paper Award, Journal of Semiconductor Technology and Science, 2020
Outstanding Research Award, Dean's Choice of the Best Researcher, Inha University, 2019
Senior Member, IEEE Circuits and Systems Society & IEEE Communications Society
Publications
Q. B. Phan and T. T. Nguyen, "A Secure Multi-Modal Federated Transfer Learning System for ECG Classification," Neurocomputing, vol. 681, pp. 133402, Jun. 2026.
L. Nguyen, Q. B. Phan, and T. T. Nguyen, "Spectral-Guided Mask Generation for Error Correction Code Transformers," IEEE Transactions on Machine Learning in Communications and Networking, vol. 4, pp. 913–928, Jun. 2026.
Q. B. Phan, D. C. Nguyen, T. T. Doan, and T. T. Nguyen, "Advancing Privacy and Accuracy with Federated Learning and Homomorphic Encryption," IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 10, no. 3, pp. 2416–2428, Jun. 2026.
H. Nguyen, S. Huda, Y. Nogami, and T. T. Nguyen, "A Depth-First Iterative Number-Theoretic Transform Architecture for CKKS Bootstrapping on FPGA," IEEE Transactions on Circuits and Systems Part II: Express Briefs, vol. 73, no. 3, pp. 303–307, Mar. 2026.
Q. B. Phan, A. Takiddin, G. Ravikumar, O. M. Anubi, and T. T. Nguyen, "GridFusionX: Network-Aware Probabilistic Forecasting for Multi-Regional Power Systems," IEEE Transactions on Network Science and Engineering Information, vol. 13, pp. 8104–8121, Mar. 2026.
D. C. Nguyen, M. B. A. Zami, R. Rahman, S. Shaon, T. T. Nguyen, and F. Afghah, "When Quantum Federated Learning Meets Blockchain in 6G Networks," IEEE Communications Standards Magazine, Dec. 2025.