Tong Van Van

Lecturer, Department Of Computer Engineering

Ph.D. (Computer Science, University of Paris-Est Creteil, 2021)
B.E. (Talented Information and Communication Technology Program, Hanoi University of Science and Technology)
 
Email: vantv@soict.hust.edu.vn

Web:  https://soict.hust.edu.vn/ts-tong-van-van.html

Research Areas

  • Blockchain
  • Network security
  • Software vulnerability
  • SDN
  • Network troubleshooting

Research Interests

  • AI in Network Security
  • Vulnerability Detection in Smart Contract
  • Fuzzing in Vulnerability Detection
  • Encrypted Traffic Classification
  • Federated and Transfer Learning in SDN
  • Application-aware Segment Routing

Profile

Tong Van Van is currently a lecturer at School of Information and Communication Technology, Ha Noi University of Science and Technology. He received the B.S. degree in Information Technology from Talented Information and Communication Technology Program at Ha Noi University of Science and Technology in 2017, and the Ph.D. degree in Information Technology at University of Paris-Est Créteil in 2021. His interest lies in blockchain, cybersecurity, SDN, machine learning and network troubleshooting. He has served on conference and workshop program committees for IEEE INFOCOM 2019 and IEEE HPSR 2021. Besides, he has reviewed for top international conferences and journals.

Publications

  • 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
  • Hai Anh Tran, Van Tong. “ECODI: a novel evolutionary coreset distillation with LLM-assisted fitness evaluation for encrypted network traffics” International Journal of Machine Learning and Cybernetics, 2025. DOI: https://link.springer.com/article/10.1007/s13042-025-02600-5
  • Nguyen Manh Tien Anh, Tong Van, Souihi Sondes Bannour, Souihi Sami. “Zero Trust: Deep Learning and NLP for HTTP Anomaly Detection in IDS” IEEE Journal on Selected Areas in Communications, 2025. DOI: https://ieeexplore.ieee.org/document/10964852/
  • 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
  • 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, Hai-Anh Tran, Truong X. Tran, Sami Souihi Tống Văn Vạn Trần Hải Anh. “Enhancing BERT-based Language Model for Multi-Label Vulnerability Detection of Smart Contract in Blockchain.” Journal of Network and Systems Management, 2024. DOI: https://link.springer.com/article/10.1007/s10922-024-09832-w
  • Quang Huy Do, Sami Souihi, Van Tong, Hai Anh Tran, Sara Tucci-Piergiovanni. “An Adaptive Sharding-based Blockchain for Network Slicing in 5G.” IEEE Global Communications Conference, 2024. DOI: https://ieeexplore.ieee.org/document/10437452

Awards and Honours

  • Excellent Scholarship of French Embassy in Vietnam (2018-2021)

Current Projects

  • Vulnerability Detection in Smart Contract using Deep Learning: 2022-2024

Teaching

  • IT5320: IoT Security
  • IT4062: Network Programming
  • IT3080: Computer Network
  • IT2120: Computer Literacy
  • IT1016: Introduction to Computer Science