Dr Thinh Le Vinh

Dr. Vinh Thinh Le

Department of Information Technology, Ho Chi Minh City University of Technology and Engineering (HCMUTE), Vietnam

About Me

Affiliation: Department of Information Technology, Faculty of Information Technology - HCMUTE

ORCID: 0000‑0001‑5951‑096X

Google Scholar: View profile

Email: thinhlv@hcmute.edu.vn

Research Interests

Short Biography

Dr. Vinh Thinh Le received his Ph.D. from the Conservatoire National des Arts et Métiers (CNAM), Paris in 2017. He is currently a faculty member at HCMUTE, involved in many national and international research projects. He has authored over 30 scientific articles, and is committed to advancing the field through research and teaching.

Selected Publications

2026

  • Nguyen, Thanh Tuan; Pham, Hoang Anh; Nguyen, Thanh Phuong; Le, Thinh Vinh; Vu, Hoai Nam; Hoang, Van-Dung (2026). Lightweight moment-residual-coherent patterns for image recognition. Pattern Recognition Letters. North-Holland.
  • Pham, Trung Kien; Le, Tan Kien; Le, Vinh Thinh (2026). Adaptive Multi-Factor Authentication With Federated and Temporal Learning: A Survey: Online First: 08/05/2026. Journal of Technical Education Science.
  • Le, Thinh V; Le, Duy; Tran, Huan T; Bouzefrane, Samia (2026). TrafTrust‐Fed: Traffic‐Trust Federated Learning with Fuzzy Inference.. IET Intelligent Transport Systems, 20(1), e70234. Wiley Online Library.

2025

  • Le, Thinh Vinh; Tran, Huan Thien; Bouzefrane, Samia (2025). Trusted service by enhancing Wi-Fi service quality assessment with user feedback integration: A cloud theory-based approach. Vietnam Journal of Computer Science, 12(1), 37-62. World Scientific Publishing Company.
  • Le Vinh, Thinh; Tran, Huan Thien; Bouzefrane, Samia (2025). Enhancing Property-Based Token Attestation With Homomorphic Encryption (PTA-HE) for Secure Mobile Computing. IEEE Access. IEEE.
  • Thinh, Le Vinh (2025). Federated Trust-Based Authentication for Secure Mobile Cloud Access. Journal of Science and Technology on Information security(1), 88-104.
  • Le Vinh, Thinh; Tran, Huan Thien; Phan, Huyen Trang; Bouzefrane, Samia (2025). Federated Learning-Based Trust Evaluation With Fuzzy Logic for Privacy and Robustness in Fog Computing. IEEE Access. IEEE.
  • Tran, Cong Quoc; Nguyen, Thanh Tuan; Le, Thinh Vinh; Nguyen, Thanh Phuong (2025). Enhanced mobilenets via augmentation of filtering-based features. 2025 International Conference on Multimedia Analysis and Pattern Recognition (MAPR), 1-6. IEEE.
  • Hoang, Canh Ngoc; Nguyen, Thanh Phuong; Pham, Hoang Anh; Le, Thinh Vinh; Phan, Thi-The; Nguyen, Thanh Tuan (2025). Spread-Learned Spatial Features to Improve Tick-Shape Networks. International Conference on Multi-disciplinary Trends in Artificial Intelligence, 116-129. Springer Nature Singapore Singapore.

2024

  • Le, Thinh Vinh; Tran, Huan Thien; Le, Duy L (2024). Dynamic traffic optimization in smart cities (DTOS): integrating OpenStreetMap, IoT, and Fog computing. SN Computer Science, 5(7), 823. Springer Nature Singapore Singapore.
  • Le, Thi Minh Chau; Pham, Xuan Thang; Le, Vinh Thinh (2024). Advancing security protocol verification: a comparative study of Scyther, Tamarin. Journal of Technical Education Science, 19(Special Issue 01), 43-53.
  • Le, Thinh Vinh; Tran, Huan Thien; Bouzefrane, Samia (2024). iTEVAC: an enhanced trusted evacuation system leveraging fog computing and IoT. Journal of Information and Telecommunication, 8(4), 417-451. Taylor & Francis.
  • Thinh, Le Vinh (2024). Paradigms in Security Protocol Verification: A Multi-Tool Analysis. Journal of Science and Technology on Information security(3), 62-81. Information Security Journal, Vietnam Government Information Security Commission.
  • Le, Thinh Vinh; Le¹, Duy Lap; Tran, Huan Thien (2024). Dynamic Traffic Optimization System: Leveraging IoT and Fog Computing for Enhanced Urban Mobility with the RAO. Computational Intelligence Methods for Green Technology and Sustainable Development: Proceedings of the International Conference GTSD2024, Volume 1, 1, 73. Springer Nature.
  • Phu, Khac-Anh; Hoang, Van-Dung; Le, Thinh Vinh (2024). Enhancing human pose estimation with SE-block in the OmniPose model. 2024 16th International Conference on Human System Interaction (HSI), 1-6. IEEE.
  • Le, Thinh Vinh; Le, Duy Lap; Tran, Huan Thien (2024). Dynamic traffic optimization system: Leveraging IoT and fog computing for enhanced urban mobility with the RAO algorithm. International Conference on Green Technology and Sustainable Development, 73-84. Springer.

2023

  • Thinh, Le Vinh; Huan, Tran Thien; Long, Nguyen Van (2023). Building the shortest path database in urban traffic network using RAO algorithm. International Conference on Mobile, Secure, and Programmable Networking, 52-70. Springer Nature Switzerland Cham.
  • Aziz, Rezak; Banerjee, Soumya; Bouzefrane, Samia; Le Vinh, Thinh (2023). Exploring homomorphic encryption and differential privacy techniques towards secure federated learning paradigm. Future internet, 15(9), 310. MDPI.
  • Le Vinh, Thinh; Thien, Huan Tran; Huu, Trung Nguyen; Bouzefrane, Samia (2023). TEVAC: Trusted evacuation system based Fog computing. 2023 international conference on system science and engineering (ICSSE), 164-169. IEEE.
  • Aziz, R; Banerjee, S; Bouzefrane, S; Vinh, TL (2023). Exploring homomorphic encryption and differential privacy techniques towards secure federated learning paradigm. Futur. Internet. 15 (9), 310 (2023).

2021

  • Thinh, Le Vinh; Thanh, Nguyen Le Van; Huan, Tran Thien; Nha, Nguyen Thanh (2021). Human Gait Classification Model Based on Data of IMU Sensor and Multilayer Perceptron Neural Network Model. International Conference on Advanced Mechanical Engineering, Automation and Sustainable Development, 829-834. Springer.
  • Thinh, Le Vinh; Thanh, Nguyen Le Van; Huan, Tran Thien; Hau, Do Minh (2021). Proposing the service quality control model of Wi-Fi system based on cloud theory. International Conference on Advanced Mechanical Engineering, Automation and Sustainable Development, 823-828. Springer International Publishing Cham.

2020

  • Vinh, Thinh Le; Cagnon, Hervé; Bouzefrane, Samia; Banerjee, Soumya (2020). Property‐based token attestation in mobile computing. Concurrency and Computation: Practice and Experience, 32(1), e4350. Wiley Online Library.
  • Au, Nguyen Ngoc; Thinh, Le Vinh; Huan, Tran Thien (2020). Stability Identification of Power System Based Neural Network Training. International Conference on Green Technology and Sustainable Development, 230-242. Springer International Publishing Cham.
  • Sangare, Mamoudou; Banerjee, Soumya; Mühlethaler, Paul; Le Vinh, Thinh (2020). Graph based subjective matching of trusted strings and blockchain based filtering for connected vehicles. International Conference on Mobile, Secure, and Programmable Networking, 1-14. Springer International Publishing Cham.
  • Le, Thinh Vinh; Huan, Tran Thien (2020). Computational intelligence towards trusted cloudlet based fog computing. 2020 5th International conference on green technology and sustainable development (GTSD), 141-147. IEEE.

2019

  • Huynh, Chinh N; Huynh, Tam T; Le, Thinh V; Tan, Hanh (2019). Controlling web traffic and preventing DoS/DDoS attacks in networks with the proxy gateway security solution built on open hardware. 2019 International Conference on System Science and Engineering (ICSSE), 239-244. IEEE.

2017

  • Le Vinh, Thinh (2017). Security and Trust in Mobile Cloud Computing.(La sécurité et la confiance pour le Cloud computing mobile).. Conservatoire national des arts et métiers, Paris, France.
  • Le Vinh, Thinh (2017). Security and trust in mobile cloud computing. Conservatoire national des arts et metiers-CNAM.

2016

  • Thinh, LE; Bouzefrane, Samia; Banerjee, Soumya (2016). Convergence in trusted computing and virtualized systems: A new dimension towards trusted intelligent system. 2016 International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks (PEMWN), 1-6. IEEE.
  • Le Vinh, Thinh; Pallavali, Reddy; Houacine, Fatiha; Bouzefrane, Samia (2016). Energy efficiency in mobile cloud computing architectures. 2016 IEEE 4th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW), 326-331. IEEE.

2015

  • Le Vinh, Thinh; Bouzefrane, Samia; Farinone, Jean-Marc; Attar, Amir; Kennedy, Brian P (2015). Middleware to integrate mobile devices, sensors and cloud computing. Procedia Computer Science, 52, 234-243. Elsevier.

2014

  • Le, Thinh; Bouzefrane, Samia (2014). Trusted Platforms to Secure Mobile Cloud Computing ,. The 16th IEEE International Conference on High Performance Computing and Communications, August 2014At: Paris, FranceVolume: p. 1096 to 1103, 1096.

Research Projects

#TitlePeriodLevelRoleEnd DateResult
1Evaluation of trust value in fog computing environment05/2022‑05/2023InstitutionalPrincipal investigator30/05/2023Good
2Smart escape and evacuation model05/2023‑05/2024InstitutionalPrincipal investigator18/01/2024Good
3Advanced reliable evacuation system with fog computing & IoT05/2024‑05/2025InstitutionalPrincipal investigator17/01/2025Good
4MODELS IN SECURE PROTOCOL VERIFICATION23/01/2026InstitutionalPrincipal investigator20/02/2026Good

Book

Information Security in MCC – ISBN 978‑632‑608‑401‑4

Research Groups

Contact

Email: thinhlv@hcmute.edu.vn