Bio
Trong-Thua HUYNH
Trong-Thua HUYNH is currently the Head of the Information Security Department, Faculty of Information Technology #2, at the Posts and Telecommunications Institute of Technology (PTIT), Vietnam. He received a Bachelor's degree in Information Technology from Ho Chi Minh City University of Natural Sciences, a Master's degree in Computer Engineering from Kyung Hee University, Korea, and a Ph.D. degree in Computer Science from the Ho Chi Minh City University of Technology, Vietnam National University at Ho Chi Minh City. His key areas of research include Cybersecurity, Applied AI for Intelligent Information Systems. He can be contacted at email: thuaht@ptit.edu.vn.
My Research
Research Interests
Cybersecurity
Protecting networks, systems, and data against modern security threats.
Applied AI
Applying artificial intelligence and machine learning to real-world problems.
Intelligent Information Systems
Building smart, secure, and reliable information systems.
Teaching & Mentoring
Training the next generation of information security engineers at PTIT.
Resume
Education & Experience
Ph.D. in Computer Science
Ho Chi Minh City University of Technology, VNU-HCM
Vietnam
M.Sc. in Computer Engineering
Kyung Hee University
Korea
B.Sc. in Information Technology
Ho Chi Minh City University of Natural Sciences
Vietnam
Head of Information Security Department
Faculty of Information Technology #2, PTIT
Present
Lecturer & Researcher
Posts and Telecommunications Institute of Technology
PTIT
Information Security Technology Lab
Leading research activities of the lab
PTIT
Teaching
Courses & Students
I teach undergraduate and graduate courses at the Faculty of Information Technology #2, Posts and Telecommunications Institute of Technology (PTIT). Please sign up for courses on the university website. If you have any specific questions about course topics, feel free to contact me by email, and I will respond as soon as possible.
Publications
Scientific Publications
45 publications indexed. For questions on any specific publication, feel free to contact me by email. Full profile on Google Scholar.
| # | Year | Title | Co-Authors | Journal / Conference |
|---|---|---|---|---|
| 1 | 1/2004 | Saving Energy using Intra-Cluster Routing in Wireless Sensor Networks | Trong Thua Huynh, Choong Seon Hong | 한국정보처리학회 학술대회논문집 |
| 2 | 1/2005 | An Energy*Delay Efficient Routing Scheme for Wireless Sensor Networks | Trong Thua Huynh, Choong Seon Hong | Lecture notes in computer science |
| 3 | 1/2005 | A novel multi-layer architecture for wireless sensor networks | Trong Thua Huynh, Choong Seon Hong | Conference proceedings |
| 4 | 1/2005 | A Novel Hierarchical Routing Protocol for Wireless Sensor Networks | Trong Thua Huynh, Choong Seon Hong | Lecture notes in computer science |
| 5 | 7/2005 | A novel addressing architecture for wireless sensor networks | Trong Thua Huynh, Choong Seon Hong | Conference proceedings |
| 6 | 5/2006 | An Energy^*Delay Efficient Multi-Hop Routing Scheme for Wireless Sensor Networks( Challenges in Ad-hoc and Multi-hop Wireless Communications) | Trong Thua Huynh, Choong Seon Hong | IEICE Transactions on Information and Systems |
| 7 | 5/2006 | An Energy* Delay Efficient Multi-Hop Routing Scheme for Wireless Sensor Networks | Trong Thua Huynh | IEICE Transactions on Information and Systems |
| 8 | 1/2013 | Balancing latency and energy efficiency in wireless sensor networks: A comparative study | Trong Thua Huynh, Anh‐Vu Dinh‐Duc, Cong Hung Tran | Conference proceedings |
| 9 | 10/2013 | Energy efficient delay-aware routing in multi-tier architecture for wireless sensor networks | Trong Thua Huynh, Anh‐Vu Dinh‐Duc, Cong Hung Tran | Conference proceedings |
| 10 | 10/2014 | Prolong the network lifetime by optimal clustering based on intelligent search algorithms in wireless sensor networks | Trong Thua Huynh, Hong-Nhung Phan-Thi, Anh‐Vu Dinh‐Duc, Cong Hung Tran | Conference proceedings |
| 11 | 1/2015 | Balance Particle Swarm Optimization and gravitational search algorithm for energy efficient in heterogeneous wireless sensor networks | Trong Thua Huynh, Anh‐Vu Dinh‐Duc, Cong‐Hung Tran, Tuan-Anh Le | Conference proceedings |
| 12 | 9/2015 | Coupled multipath congestion control at receiver in content-centric networking | Truc Quyen Nguyen, Bich-Phuong Ha, Tuan-Anh Le, Phuong Luu Vo, Trong Thua Huynh, Cong Hung Tran | Conference proceedings |
| 13 | 1/2016 | Delay-Energy Aware Clustering Multi-hop Routing in Wireless Sensor Networks | Trong Thua Huynh, Cong‐Hung Tran, Anh‐Vu Dinh‐Duc | Lecture notes in electrical engineering |
| 14 | 1/2016 | Optimizing Energy Consumption with Delay Constraint in Wireless Sensor Networks | Trong Thua Huynh, Bui Cong Giao, Cong‐Hung Tran, Anh‐Vu Dinh‐Duc | Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering |
| 15 | 8/2016 | Delay-constrained energy-efficient cluster-based multi-hop routing in wireless sensor networks | Trong Thua Huynh, Anh‐Vu Dinh‐Duc, Cong‐Hung Tran | Journal of Communications and Networks |
| 16 | 1/2017 | A Distributed Heuristic Algorithm for Delay Constrained Energy Efficient Routing in Wireless Sensor Networks | Trong Thua Huynh, Cong‐Hung Tran, Anh‐Vu Dinh‐Duc | REV Journal on Electronics and Communications |
| 17 | 6/2017 | Delay constraint energy‐efficient routing based on Lagrange relaxation in wireless sensor networks | Trong Thua Huynh, Thong‐Nhat Tran, Cong‐Hung Tran, Anh‐Vu Dinh‐Duc | IET Wireless Sensor Systems |
| 18 | 9/2017 | Energy consumption optimization for green Device-to-Device multimedia communications | De‐Thu Huynh, Min Chen, Trong Thua Huynh, Chu Hong Hai | Future Generation Computer Systems |
| 19 | 2/2018 | Simulation Wireless Sensor Networks in Castalia | Khoa Anh Ngo, Trong Thua Huynh, De Thu Huynh | Conference proceedings |
| 20 | 8/2018 | An energy efficient protocol based on fuzzy logic to extend network lifetime and increase transmission efficiency in wireless sensor networks | Nguyen Toan Van, Trong Thua Huynh, Beongku An | Journal of Intelligent & Fuzzy Systems |
| 21 | 10/2018 | Issuing and Verifying Digital Certificates with Blockchain | Trong Thua Huynh, Trung Tru Huynh, Dang Khoa Pham, Anh Khoa Ngo | Conference proceedings |
| 22 | 9/2019 | EUNICERT: Ethereum Based Digital Certificate Verification System | Trong Thua Huynh, Dang Khoa Pham | International Journal of Network Security & Its Applications |
| 23 | 1/2022 | On The Performance of Intrusion Detection Systems with Hidden Multilayer Neural Network using DSD Training | Trong Thua Huynh, Hoang Thanh Nguyen | International journal of Computer Networks & Communications |
| 24 | 1/2024 | Enhancing Fire Detection Performance Based on Fine-Tuned YOLOv10 | Trong Thua Huynh, Hoang Thanh Nguyen, Du Thang Phu | Computers, materials & continua |
| 25 | 1/2024 | Effective Multi-Stage Training Model for Edge Computing Devices in Intrusion Detection | Trong Thua Huynh, Hoang Thanh Nguyen | International journal of Computer Networks & Communications |
| 26 | 1/2025 | RadialSwin-UNet: Swin Transformer with Radial-Aware Processing for Robust Iris Segmentation | Trong Thua Huynh, De‐Thu Huynh, C. Q. Duong, Hong-Son Nguyen, Quoc Hung Nguyen | SSRN Electronic Journal |
| 27 | 8/2025 | AI-Driven Analysis of APK Features for Android Malware Detection and Classification | Trong Thua Huynh, Ngoc Hieu Le, Hong Son Nguyen | Recent Advances in Computer Science and Communications |
| 28 | 9/2025 | ReLiris: Lung damage pre-screening via iridology | Trong Thua Huynh, De Thu Huynh, Hoang-Nguyen Vu, M.T. Nguyen, Thi Tuyet Haï Nguyen, Lam‐Thanh Tu | Franklin Open |
| 29 | 9/2025 | RIS-assisted LoRa networks with diversity: Impact of hardware impairments and phase noise | Thi Quynh Van Hoang, Trong Dang Nguyen Huynh, Tiến Hoa Nguyễn, Trong Thua Huynh, Nguyen‐Son Vo, Lam‐Thanh Tu | Computer Communications |
| 30 | 9/2025 | A Lightweight Real-time Fire Detection Framework for IoT Devices Utilizing Fine-tuned YOLOv10 and Accelerator Module | Trong Thua Huynh, De Thu Huynh, Du Thang Phu, Anh Hao Nguyen | Journal of Computing and Information Technology |
| 31 | 11/2025 | Fusing Headline and Content with Dual-BERT and Weighted Fusion for Fake News Detection | Son Thanh Nguyen, Trong Thua Huynh, Tuan-Anh Le | Conference proceedings |
| 32 | 11/2025 | Efficient Approaches for Permutation-Constrained Common String Partitions | Trong Thua Huynh | Conference proceedings |
| 33 | 12/2025 | Real-time browser-integrated phishing uniform resource locator detection via deep learning and fuzzy matching | Dam Minh Linh, Han Minh Chau, Trong Thua Huynh, Tran Cong Hung | Bulletin of Electrical Engineering and Informatics |
| 34 | 12/2025 | Iris-based lung cancer pre-scanning for mobile platforms | Hung Dac Ho, Tuan-Anh Le, Trong Thua Huynh | Bulletin of Electrical Engineering and Informatics |
| 35 | 12/2025 | A Semantic-Aware Approach to Phishing URL Detection | Trong Thua Huynh, Hoang Thanh Nguyen, Nhat Huynh Tran | Engineering Technology & Applied Science Research |
| 36 | 12/2025 | Leveraging Visual Foundation Models for ROI-Adaptive Image Watermarking Toward Imperceptible and Robust Copyright Protection | Phuc Nguyen, Trong Thua Huynh, Tan Hanh, Ha Thanh Le, Truong Duy Dinh | Conference proceedings |
| 37 | 1/2026 | Image Copyright Protection: A Comprehensive Survey of Digital Watermarking, Deep Learning, and Blockchain Approaches | Phúc C. Nguyễn, Tan Hanh, Truong Duy Dinh, Trong Thua Huynh | IEEE Open Journal of the Computer Society |
| 38 | 1/2026 | Reasoning-Centric Fake News Detection: A Comprehensive Survey of Architectures, Benchmarks, and Open Challenges | Son Thanh Nguyen, Trong Thua Huynh, Tuan-Anh Le | IEEE Access |
| 39 | 1/2026 | Adaptive Cloud–Edge Coordination for Real-Time Phishing URL Detection With Distributed Caching and ONNX-Based Inference | Minh Linh Dam, Duy-Hung Ha, Trong Thua Huynh, Công Hùng Trần, Miroslav Vozn̆ák | IEEE Access |
| 40 | 1/2026 | Temporal Degradation in Machine Learning- Based Malware Detection: A Multi-Dataset, Multi-Year Empirical Study | Trong Thua Huynh, Huynh De Thu, Minh Thang Nguyen, Van-Quynh Trinh | IEEE Access |
| 41 | 1/2026 | Bilinear neural network method for solving extended (2+1)-dimensional sixth-order benney-luke equation | N. L. Anh Tuan, Huynh Trong Thua | An International Journal of Optimization and Control Theories & Applications (IJOCTA) |
| 42 | 3/2026 | Various solutions of (2+1)-dimensional sixth-order breaking soliton systems using bilinear neural network method | Nguyen Tran Tuan, Nguyen Thanh Son, Huynh Trong Thua | An International Journal of Optimization and Control Theories & Applications (IJOCTA) |
| 43 | 5/2026 | EDIL-SegRayDP: Training-Free Iris Segmentation via Segmentation-First Ray-Wise Dynamic Programming | Trong Thua Huynh, Huynh De Thu, C. Q. Duong | EAI Endorsed Transactions on Industrial Networks and Intelligent Systems |
| 44 | 5/2026 | On Deploying Bilinear Neural Network Method to Various Solutions of (3+1)-dimensional Potential Yu-Toda-Sasa-Fukuyama Equation | Nguyen Minh Tuan, C Van, Nguyen Hong Son, Huynh Trong Thua, Le Ha Thanh | WSEAS TRANSACTIONS ON SYSTEMS AND CONTROL |
| 45 | 7/2026 | On implementing Hirota bilinear neural network method and physic-informed of a new fourth-order nonlinear (3+1)-dimensional Ablowitz–Kaup–Newell–Segur equation | Nguyen Minh Tuan, Trong Thua Huynh | Journal of Computational Mathematics and Data Science |
Contact Me
I want to hear from you!
Mobile
090-989-9791
thuaht@ptit.edu.vn
Working