A Novel Two-Stage Deep Learning Model for Network Intrusion Detection: LSTM-AE V Hnamte, H Nhung-Nguyen, J Hussain, Y Hwa-Kim IEEE Access, 2023 | 56 | 2023 |
DDoS attack detection and mitigation using deep neural network in SDN environment V Hnamte, AA Najar, H Nhung-Nguyen, J Hussain, MN Sugali Computers & Security 138, 103661, 2024 | 18 | 2024 |
Deep-learning based fault events analysis in power systems J Hong, YH Kim, H Nhung-Nguyen, J Kwon, H Lee Energies 15 (15), 5539, 2022 | 8 | 2022 |
Performance Evaluation of Downlink Multiple Users NOMA-Enable UAV-Aided Communication Systems Over Nakagami-m Fading Environments TTT Dao, SQ Nguyen, H Nhung-Nguyen, PX Nguyen, YH Kim IEEE Access 9, 151641-151653, 2021 | 7 | 2021 |
One‐shot learning‐based driver's head movement identification using a millimetre‐wave radar sensor HN Nguyen, S Lee, TT Nguyen, YH Kim IET Radar, Sonar & Navigation, 2022 | 4 | 2022 |
Semi-Supervised GAN for Road Structure Recognition of Automotive FMCW Radar Systems TD Do, HN Nguyen, AD Pham, YH Kim 2021 RIVF International Conference on Computing and Communication …, 2021 | 2 | 2021 |
Machine-Learning-Based Anomaly Detection for GOOSE in Digital Substations JH Hong Nhung Nguyen, Mansi, Yong Hwa Kim Energies, 2024 | 1 | 2024 |
A web-based system for detecting Emotion using Convolution Neural Network DHLV Hong Nhung Nguyen VISAM summer school, 2024, 2024 | | 2024 |
Detection of ransomware attacks using federated learning based on the CNN model HN Nguyen, HT Nguyen, D Lescos arXiv preprint arXiv:2405.00418, 2024 | | 2024 |
Classification of ransomware attacks using federated learning based on the CNN model DNQ Hong Nhung Nguyen, Ha Thanh Nguyen, Damien Lescos Annual conference of Vietnamese young scientists, 2022 | | 2022 |
A Deep Neural Network to Identify Vacuum Degrees in Vacuum Interrupter Based on Partial Discharge Diagnosis H Nhung-Nguyen, YW Youn, YH Kim IEEE Access 10, 95125-95131, 2022 | | 2022 |