Publications

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Publications: * indicates the corresponding author, ^ denotes my students (or co-advised/internship students)

Journal papers (21)

1. (SJ), Yijiu Li, Dang Van Huynh, Van-Linh Nguyen, Dac-Binh Ha, Hans-Jurgen Zepernick, and Trung Q. Duong, "Multi-Agent UAV-aided URLLC Mobile Edge Computing Systems: A Joint Communication and Computation Optimisation Approach", IEEE Systems Journal, to appear, 2024.

2. (TVT) Van-Linh Nguyen, Lan-Huong Nguyen, Jian-Jhih Kuo, Po-Ching Lin, and Ren-Hung Hwang, "Intelligent Aerial Relay Deployment for Enhancing Connectivity in Emergency Communications", IEEE Transactions on Vehicular Technology, to appear, 2024, (SCI/SCIE, Q1, Top #2 journal in Transportation Science & Technology). 

3. (COMML) S. Sweta, Ankit Dubey, Van-Linh Nguyen, “Efficient IRS-aided Rate Optimizations for Dual Functional Radar and Communications”, IEEE Communications Letters, to appear, 2023 (SCI/SCIE, Q1).

4. (COMMAG) Van-Linh Nguyen, Ren-Hung Hwang, Bo-Chao Cheng, Ying-Dar Lin, Trung Q. Duong, “Understanding the Privacy Risks of High-accuracy Radio Positioning and Sensing in Wireless Networks”, IEEE Communications Magazine, to appear, 2023, (SCI/SCIE, Q1, Top IEEE journal in Telecommunications).

5. (NETWORK) Van-Linh Nguyen, Ren-Hung Hwang, Po-Ching Lin, Abhishek Vyas^, Van-Tao Nguyen, "Towards the Age of Intelligent Vehicular Networks for Connected and Autonomous Vehicles in 6G", IEEE Network, 2023, (SCI/SCIE, Q1, Top IEEE journal in Telecommunications)

6. (JISA) Ying-Dar Lin, Ze-Yu Wang^, Po-Ching Lin, Van-Linh Nguyen, Ren-Hung Hwang and Yuan-Cheng Lai, “Multi-datasource Machine Learning in Intrusion Detection: Packet Flows, System Logs and Host Statistics”, Journal of Information Security and Applications (Elsevier), 2022, (SCI/SCIE, Q1) 

7. Lan-Huong Nguyen^, Van-Linh Nguyen, and Jian-Jhih Kuo, “Efficient Reinforcement Learning-based Transmission Control for Mitigating Channel Congestion in 5G V2X Sidelink, IEEE Access, Vol. 10., 2022. (SCIE, Q1).

8. Ying-Dar Lin, Zi-Qiang Liu^, Ren-Hung Hwang, Van-Linh Nguyen, Po-Ching Lin, Yuan-Cheng Lai, “Machine Learning with Variational AutoEncoder for Imbalanced Datasets in Intrusion Detection”, IEEE Access,  Vol. 10, 2022. (SCIE, Q1)

9. (S&P) Edy Kristianto^, Van-Linh Nguyen*, and Po-Ching Lin, “Decentralized PKI with Blockchain in V2X Communications: Promising or only Euphoria?” IEEE Security & Privacy, 2022, [SCI/SCIE, Q1).

10. Lan-Huong Nguyen^, Van-Linh Nguyen, and Jian-Jhih Kuo, “Risk-based Transmission Control for mitigating Network Congestion in Vehicle-to-Everything Communications", IEEE Access, vol. 9, pp. 144469-144480, 2021. (SCI/SCIE, Q1).

11. (T-ITS) Van-Linh Nguyen, Ren-Hung Hwang, and Po-Ching Lin, "Controllable path planning and traffic scheduling for emergency services in the Internet of Vehicles,", IEEE Transactions on Intelligent Transportation Systems (early access), 2021, (SCI/SCIE, Q1, Top #1 SCI journal in Transportation Science & Technology).

12. (JNCA) Huu-Khoi Bui^, Ying-Dar Lin, Ren-Hung Hwang, Po-Ching Lin, Van-Linh Nguyen, and Yuan-Cheng Lai, "CREME: A toolchain of automatic dataset collection for machine learning in intrusion detection", Journal of Network and Computer Applications, Vol. 193, 2021 (SCI/SCIE, Q1, in Computer Science).

13. (COMST) Van-Linh Nguyen, Po-Ching Lin, Bo-Chao Cheng, Ren-Hung Hwang, Ying-Dar Lin "Security and privacy for 6G: A survey on prospective technologies and challenges", IEEE Communications Surveys and Tutorials, Vol. 23, No. 6, 2021 (SCI/SCIE, Q1, the highest impact factor journal in all IEEE publications). (Citation > 280).

14. Van-Linh Nguyen, Po-Ching Lin, Ren-Hung Hwang, "A Beamforming Signal-Based Verification Scheme for Data Sharing in 5G Vehicular Networks", IEEE Access, Vol. 8, 2020 [SCI/SCIE] (SCI/SCIE, Q1).

15.  (TVT) Van-Linh Nguyen, Po-Ching Lin, and Ren-Hung Hwang, "Enhancing Misbehavior Detection in 5G Vehicle-to-Vehicle Communications", IEEE Transactions on Vehicular Technology, Vol. 69, No. 9, 9417-9430, 2020, [SCI/SCIE] (SCI/SCIE, Q1, Top #2 journal in Transportation Science & Technology) (Citation > 45). 

16. Ren-Hung Hwang, Min-Chun Peng^, Chien-Wei Huang^, Po-Ching Lin, and Van-Linh Nguyen*, “An unsupervised deep learning model for early network traffic anomaly detection", IEEE Access, Vol. 8, 2020, (SCI/SCIE, Q1, in Computer Science and Information Systems). (Citation > 180).

17. Ren-Hung Hwang, Min-Chun Peng^, Van-Linh Nguyen, and Yu-Lun Chang^, “An LSTM-Based Deep Learning Approach for Classifying Malicious Traffic at the Packet Level", Applied Sciences, Vol. 9, No. 16, pp. 3414, 2019, (SCI/SCIE, Q2) (Citation > 130).

18. (COMML) Van-Linh Nguyen, Po-Ching Lin, and Ren-Hung Hwang, “Multi-array relative positioning for verifying the truthfulness of V2X messages”, IEEE Communications Letters, Vol. 23, No. 10, pp. 1704-1707, 2019, (SCI/SCIE, Q1).

19. Van-Linh Nguyen, Po-Ching Lin, and Ren-Hung Hwang, "Web Attacks: beating monetisation attempts", Network Security Journal (Elsevier), No.5, 2019. (Scopus), (SCI/SCIE, Q2).

20. Van-Linh Nguyen, Po-Ching Lin, and Ren-Hung Hwang (2019, Apr), "Energy depletion attacks in Low Power Wireless networks", IEEE Access, Vol. 7, pp. 51915- 51932, 2019, [SCI/SCIE] (SCI/SCIE, Q1). (Citation > 60).

21. (NETWORK) Van-Linh Nguyen, Po-Ching Lin, and Ren-Hung Hwang, "MECPASS: Distributed Denial of Service Defense Architecture for Mobile Networks", IEEE Network, Vol. 32, No. 1, pp. 118-124, 2018, (SCI/SCIE, Q1, Top #3 journal in Telecommunications) (Citation > 20).

Conference papers (21)

1. Lan-Huong Nguyen, Van-Linh Nguyen, Ren-Hung Hwang, "Incremental Learning for Enhancing Misbehavior Detection in Multi-Access Vehicular Networks ",  2024 IEEE 100th Vehicular Technology Conference (VTC Fall 2024), Washington DC, USA.

2. Van-Linh Nguyen, Lan-Huong Nguyen, Hao-En Ting^, "FMAD: Fusion-based Multimodal Abnormal Detection Scheme for Vehicular Communications ",  2024 IEEE 35th Intelligent Vehicles Symposium (IEEE IV 2024), Korea.

3. Hao-Ping Tsai^, Van-Linh Nguyen, Nattapol Chiewnawintawat^, Ren-Hung Hwang, “SDT-IDS: Spatial Data Transformation For Elevating Intrusion Detection Efficiency in IoT Networks,” 2024 IEEE International Conference on Communications Conference (ICC 2024 - Security6G Wksp), Denver, CO, USA.

4. Akkapatch Thouchamongkol^, Hong-Yi Chen^, Yan-Hao Wang^, Quan Tran Dinh Dai^, Van-Linh Nguyen, "DragFly: Joint Threat Object Detection And UAV Trajectory Planning in Hostile Environments", 2024 IEEE 99th Vehicular Technology Conference (VTC Spring 2024), Singapore.

5. Van-Linh Nguyen, Lan-Huong Nguyen, Wen-Pin Liu^, Hao-En Ting^, and Xuan-Zhang Hu^ "TRIMO: An Efficient Multimodal Misbehavior Detection Model in Vehicular Networks ",  2024 IEEE 99th Vehicular Technology Conference (VTC Spring 2024), Singapore.

6. Yared Abera Ergu^, Van-Linh Nguyen, Ren-Hung Hwang, Ying-Dar Lin, Chuan-Yu Cho, and Hui-Kuo Yang,"Unmasking Vulnerabilities: Adversarial Attacks against DRL-based Resource Allocation in O-RAN",  IEEE International Conference on Communications Conference (ICC 2024), Denver, CO, USA.

7. Van-Linh Nguyen, Lan-Huong Nguyen, Yu-Hao Liu^, "DRNet: Efficient Few-Shot Learning Model for Regenerating Restricted-Access Area Maps",  IEEE International Conference on Communications Conference (ICC 2024), Denver, CO, USA.

8. Shu-Ying Chang^, Hung-Wen Liang^, Van-Linh Nguyen, Po-Ching Lin, "Seeing Without Alarming Thief: Passive WiFi Sensing for Indoor Security Monitoring", IEEE 41st Military Communications Conference (MILCOM 2023), Boston, MA, USA.

9. Yan-Hao Wang^, Hao-Ping Tsai^, Hong-Yi Chen^, Van-Linh Nguyen, Ren-Hung Hwang, "Efficient AutoDL for Generating Denial-of-Service Defense Models in the Internet of Things", IEEE Global Communications Conference (IEEE GLOBECOM 2023), Malaysia.

10. Harry Wong Hung-Jun^, Yu-Chia Lin^, Van-Linh Nguyen, "Efficient Restricted-Access Building Drawing Regeneration from Passive Radio Localization", IEEE Global Communications Conference (IEEE GLOBECOM 2023), Malaysia.

11.  Lan-Huong Nguyen^, Van-Linh Nguyen, Yu-Hao Liu^, "Tracking Risks from Multi-path TDoA-based Localization in Wireless Communications",  IEEE 25th International Conference on Advanced Communications Technology (ICACT 2023), PyeongChang, Korea.

12. Lan-Huong Nguyen^, Van-Linh Nguyen, Jian-Jhih Kuo, "Fairness-based Data Rate Control For Channel Congestion Mitigation in Vehicular Communications", IEEE International Conference on Communications Conference (ICC 2023 Workshop - DDINS), Rome, Italy.

13. Van-Linh Nguyen, Lan-Huong Nguyen^, Po-Ching Lin, Ren-Hung Hwang, "Deep Learning-based Localization and Outlier Removal Integration Model for Indoor Surveillance",  IEEE International Conference on Communications Conference (ICC 2023), Rome, Italy.

14.  Van-Linh Nguyen, Harry Wong Hung-Jun^, Yu-Chia Lin^, Ren-Hung Hwang, "Efficient Spatial-Temporal Angle-Delay Analysis Scheme for Massive MIMO Indoor Tracking",  IEEE International Conference on Communications Conference (ICC 2023), Rome, Italy.

15. Van-Linh Nguyen, Lan-Huong Nguyen^, Ren-Hung Hwang, Jian-Jhih Kuo, Po-Ching Lin, "Efficient Aerial Relaying Station Path Planning for Emergency Event-based Communications", IEEE Consumer Communications and Networking Conference (CCNC 2023), Las Vegas, USA.

16. Chia-Che Tsai^, Chia-Yiu Lin^, Van-Linh Nguyen, and Ren-Hung Hwang (2022, May) “Efficient traffic coordination for resolving temporary bottlenecks on the multi-lane freeways,” IEEE International Conference on Communications (ICC 2022), Seoul, South Korea.

17. Lan-Huong Nguyen^, Ren-Hung Hwang, Po-Ching Lin, Van-Linh Nguyen, JianJhih Kuo (2021, Sep), "Robust Positioning-based Verification Scheme for Enhancing Reliability of Vehicle Platoon Control", The 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall).

18. Ren-Hung Hwang, Van-Linh Nguyen, Chia-Che Tsai^, and Po-Ching Lin (2021, Sep), "Platoon-based Vehicle Coordination Scheme for Resolving Sudden Traffic Jam in the IoV Era", The 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall).

19. Van-Linh Nguyen, Po-Ching Lin and Ren-Hung Hwang (2019, Dec), "Physical signal-driven fusion for V2X misbehavior detection", IEEE Vehicular Networking Conference (VNC2019-Fall), Los Angeles, California, USA.

20. Ren-Hung Hwang, Van-Linh Nguyen, and Po-Ching Lin (2018, Oct), "StateFit: A security framework for SDN programmable data plane model", The 15th International Symposium on Pervasive Systems, Algorithms and Networks (ISPAN 2018), Yichang, China.

21. Po-Ching Lin, Ping-Chung Li, and Van-Linh Nguyen (2017, Jan), "Inferring OpenFlow rules by active probing in software-defined networks", The 19th International Conference on Advanced Communications Technology (ICACT 2017), Pyongchang, South Korea