M. Sc. Trung Phan Van
M. Sc. Trung Phan Van
wissenschaftlicher Mitarbeiter und DoktorandMitglied der Forschungsgruppe Network Security
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Telefon:+49 371 531-33600
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E-Mail:
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Adresse:Reichenhainer Straße 70, 09126 Chemnitz
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Raum:C25.410 (alt: 2/W410)
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Trung V. Phan earned his B.S. degree in Electronics and Telecommunications from Hanoi University of Science and Technology (HUST), Vietnam, in 2015, and his M.S. degree in Information and Communication Technologies from Soongsil University, Seoul, Korea, in 2017. He is currently PhD student and research assistant at the Chair for Communication Networks in the Faculty of Electrical Engineering and Information Technology at Chemnitz University of Technology (TUC), Germany. His research interests include Network Security, Deep Reinforcement Learning, Federated Learning, Transfer Learning, Software-Defined Networking, the Internet of Things, and 5G/6G Networks.
- Network Security with Deep Reinforcement Learning (DRL): Developing DRL-based methods to enhance intrusion detection, anomaly detection and threat response in dynamic network environments.
- Federated Learning for Network Security: Implementing privacy-preserving, decentralized learning techniques for secure communication networks and distributed IoT systems.
- Transfer Learning in Networking: Applying transfer learning to optimize resource utilization and accelerate model training across diverse network scenarios, such as SDN and IoT.
- Software-Defined Networking (SDN): Leveraging SDN to improve network programmability, scalability, and resilience against cyber threats through AI-driven solutions.
- 5G/6G Networks: Exploring innovative approaches for enhancing security, efficiency, and reliability in next-generation wireless networks using AI and machine learning.
- SENDATE. (Secure Networking for a Data Centre Cloud in Europe). European Celtic-Plus project funded from 2016 till 2019 by the German Federal Ministry of Education and Research BMBF (Bundesministerium für Bildung und Forschung). Project status: Completed. Role: Research Assistant.
- AI-NET-PROTECT. (Artificial Intelligence Networking Providing Resilient and Secure Networks to Critical Infrastructures). European Celtic-Plus project funded from 2021 till 2024 by the German Federal Ministry of Education and Research BMBF (Bundesministerium für Bildung und Forschung). Project status: Completed. Role: Research Assistant.
- MNT-Pro. (Mobile Network Protector). A cooperation project between ipoque GmbH and Chemnitz University of Technology funded from 2022 till 2025 by Federal Office for Information Security (BSI). Project status: Ongoing. Role: Research Assistant.
- RADARS. (5G/6G Real-time Anomaly Detection and Response with Security-Baselining). A cooperation project between Dacoso GmbH and Chemnitz University of Technology funded from 2024 till 2025 by Federal Office for Information Security (BSI). Project status: Ongoing. Role: Research Assistant.
- SUSTAINET.(Sustainable Technologies for Advanced Resilient and Energy-Efficient Networks). European Celtic-Plus project funded from 2025 till 2027 by the German Federal Ministry of Education and Research BMBF (Bundesministerium für Bildung und Forschung). Project status: Ongoing. Role: Research Assistant.
| # | Titel | Autor(en) | Jahr |
|---|---|---|---|
| 1 | 5G Security Landscape: Investigating Attack Vectors in 5G and Beyond Networks
5G Security Landscape: Investigating Attack Vectors in 5G and Beyond Networks. - Universität Würzburg, 2024. -KuVS Fachgespräch - Würzburg Workshop on 6G Networks (WueWoWAS’24) |
Hajizadeh, Mehrdad Phan, Trung V. Nugraha, Beny Venkatesh Jnanashree, Abhishek Niehoff, Tim Krause, Oliver Mieth, Martin Bauschert, Thomas |
2024 |
| 2 | DeepAir: Deep Reinforcement Learning for Adaptive Intrusion Response in Software-Defined Networks
In: IEEE Transactions on Network and Service Management. - Institute of Electrical and Electronics Engineers (IEEE). 2022, S. 1 - 1 |
Phan, Trung V. Bauschert, Thomas |
2022 |
| 3 | DeepMatch: Fine-grained Traffic Flow Measurement in SDN with Deep Dueling Neural Networks
In: IEEE Journal on Selected Areas in Communications. - Institute of Electrical and Electronics Engineers (IEEE). - 39. 2020, 7, S. 1 - 20 |
Phan, Trung V. Nguyen, Tri Gia Bauschert, Thomas |
2020 |
| 4 | DeepGuard: Efficient Anomaly Detection in SDN With Fine-Grained Traffic Flow Monitoring
In: IEEE Transactions on Network and Service Management. - Institute of Electrical and Electronics Engineers (IEEE). - 17. 2020, 3, S. 1349 - 1362 |
Phan, Trung V. Nguyen, Tri Gia Dao, Nhu-Ngoc Huong, Truong Thu Thanh, Nguyen Huu Bauschert, Thomas |
2020 |
| 5 | Q-TRANSFER: A Novel Framework for Efficient Deep Transfer Learning in Networking
2020 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), 19-21 Feb. 2020, Fukuoka, Japan. - IEEE, 2020, pp. 146 - 151 |
Phan Trung, V. Sultana, Shabnam Nguyen, Tri Gia Bauschert, Thomas |
2020 |
| 6 | Q-MIND: Defeating Stealthy DoS Attacks in SDN with a Machine-Learning Based Defense Framework
2019 IEEE Global Communications Conference (GLOBECOM), 9-13 Dec. 2019, Waikoloa, HI, USA. - IEEE, 2019 |
Phan, Trung Van Gias, Rayhan T. M. Islam, Syed Tasnimul Huong, Truong Thu Thanh, Nguyen Huu Bauschert, Thomas |
2019 |
| 7 | Q-DATA: Enhanced Traffic Flow Monitoring in Software-Defined Networks applying Q-learning
2019 15th International Conference on Network and Service Management (CNSM), 21-25 Oct. 2019, Halifax, NS, Canada |
Phan, Trung V. Islam, Syed Tasnimul Nguyen, Tri Gia Bauschert, Thomas |
2019 |
| 8 | Destination-aware Adaptive Traffic Flow Rule Aggregation in Software-Defined Networks
2019 International Conference on Networked Systems (NetSys), Munich, Germany, 2019, pp. 1-6 |
Trung, Phan Van Hajizadeh, Mehrdad Tuan Khai, Nguyen Bauschert, Thomas |
2019 |
| 9 | A Novel Impact Analysis Approach for SDN-based Networks
IEEE NetSoft 2019 - 1st Workshop on Cyber-Security Threats, Trust and Privacy Management in Software-Defined and Virtualized Infrastructures (SecSoft), 24-28 June 2019, Paris, 10-18, 2019 |
Nugraha, Beny Hajizadeh, Mehrdad Phan, Trung Van Bauschert, Thomas |
2019 |
| 10 | Probability Analysis of Successful Cyber Attacks in SDN-based Networks
IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), Verona, 27-29 Nov. 2018. - IEEE |
Hajizadeh, Mehrdad Phan, Trung V. Bauschert, Thomas |
2018 |
