An unsupervised deep learning model for early network traffic anomaly detection RH Hwang, MC Peng, CW Huang, PC Lin, VL Nguyen* IEEE Access 8, 2020 | 101 | 2020 |
An LSTM-based deep learning approach for classifying malicious traffic at the packet level RH Hwang, MC Peng, VL Nguyen, YL Chang Applied Sciences 9 (16), 3414, 2019 | 93 | 2019 |
Security and privacy for 6G: A survey on prospective technologies and challenges VL Nguyen, PC Lin, BC Cheng, RH Hwang, YD Lin IEEE Communications Surveys and Tutorials, 2021 | 83 | 2021 |
Energy depletion attacks in low power wireless networks VL Nguyen, PC Lin, RH Hwang IEEE Access 7, 51915-51932, 2019 | 52 | 2019 |
Enhancing misbehavior detection in 5G Vehicle-to-Vehicle communications VL Nguyen, PC Lin, RH Hwang IEEE Transactions on Vehicular Technology, 2020 | 31 | 2020 |
MECPASS: Distributed Denial of Service Defense Architecture for Mobile Networks VL Nguyen, PC Lin, RH Hwang IEEE Network 32 (1), 118-124, 2018 | 19 | 2018 |
Inferring openflow rules by active probing in software-defined networks PC Lin, PC Li, VL Nguyen 2017 19th International Conference on Advanced Communication Technology …, 2017 | 18 | 2017 |
Web attacks: defeating monetisation attempts VL Nguyen, PC Lin, RH Hwang Network Security 2019 (5), 11-19, 2019 | 9 | 2019 |
Multi-array relative positioning for verifying the truthfulness of V2X messages VL Nguyen, PC Lin, RH Hwang IEEE Communications Letters 23 (10), 704-1707, 2019 | 7 | 2019 |
StateFit: A security framework for SDN programmable data plane model RH Hwang, VL Nguyen, PC Lin 2018 15th International Symposium on Pervasive Systems, Algorithms and …, 2018 | 7 | 2018 |
CREME: A toolchain of automatic dataset collection for machine learning in intrusion detection HK Bui, YD Lin, RH Hwang, PC Lin, VL Nguyen, YC Lai Journal of Network and Computer Applications, 103212, 2021 | 6 | 2021 |
Physical signal-driven fusion for V2X misbehavior detection VL Nguyen, PC Lin, RH Hwang 2019 IEEE Vehicular Networking Conference (VNC), 1-4, 2019 | 6 | 2019 |
Controllable path planning and traffic scheduling for emergency services in the Internet of Vehicles VL Nguyen, RH Hwang, PC Lin IEEE Transactions on Intelligent Transportation Systems, 1 - 15, 2021 | 5 | 2021 |
Multi-datasource machine learning in intrusion detection: Packet flows, system logs and host statistics YD Lin, ZY Wang, PC Lin, VL Nguyen, RH Hwang, YC Lai Journal of Information Security and Applications 68, 103248, 2022 | 4 | 2022 |
Towards the Age of Intelligent Vehicular Networks for Connected and Autonomous Vehicles in 6G VL Nguyen, RH Hwang, PC Lin, A Vyas, VT Nguyen arXiv preprint arXiv:2209.01349, accepted to appear in IEEE Network, 2022 | 3 | 2022 |
A Beamforming Signal-Based Verification Scheme for Data Sharing in 5G Vehicular Networks VL Nguyen, PC Lin, RH Hwang IEEE Access 8, 211723-211737, 2020 | 3 | 2020 |
Preventing the attempts of abusing cheap-hosting Web-servers for monetization attacks VL Nguyen, PC Lin, RH Hwang arXiv preprint arXiv:1903.05470, 2019 | 3 | 2019 |
Efficient Reinforcement Learning-Based Transmission Control for Mitigating Channel Congestion in 5G V2X Sidelink LH Nguyen, VL Nguyen, JJ Kuo IEEE Access 10, 62268-62281, 2022 | 2 | 2022 |
Machine Learning with Variational AutoEncoder for Imbalanced Datasets in Intrusion Detection YD Lin, ZQ Liu, RH Hwang, VL Nguyen, PC Lin, YC Lai IEEE Access, 2022 | 2 | 2022 |
Risk-based Transmission Control for mitigating Network Congestion in Vehicle-to-Everything Communications LH Nguyen, VL Nguyen, JJ Kuo IEEE Access 9, 2021 | 2 | 2021 |