Hong Nhung Nguyen

Publications in Preparation

• Physics-Grounded Post-Quantum Trust for Secure Multimodal Embodied IoT in Cyber-Physical Power Grids, Lilia Tightiz, Hong Nhung Nguyen, Aylin Mehrvarzan, Redhwan Algabri, and Sunwoo Kim, under review, IEEE Communications Magazine.
• When Does Convolution Help? Speech- and Vision-Inspired Conformer Encoders for Note-Level Singing Melody Transcription, Le Nhat Truong, Le Thanh Thao, Huynh Minh Thy, Nguyen Vo An Xuan, Hong Nhung-Nguyen, and Sunwoo Kim, Under review, IEEE Access.
• Federated Lightweight Transformer for Network-Layer Cyberattack Detection in O-RAN, Hong Nhung Nguyen, Abdulahi Badrudeen, Yekaterina Kim, and Truong Thu Huong, Sunwoo Kim under review, RIVF 2026 conference .

Journal Publications

• Energy-efficient quantum-spiking multi-agent reinforcement learning for adaptive energy management in microgrid networks, L. Tightiz, H. N. Nguyen, L. M. Dang, S. Padmanaban, H. Yang, International Journal of Electrical Power & Energy Systems, 179, 112020 (2026).
• Enhancing SCADA Security Using Generative Adversarial Network, Hong Nhung Nguyen , Jakeoung Koo , , Journal of Cybersecurity and Privacy (2025)
• GAN-based Driver’s Head Motion using Millimeter-Wave Radar Sensor, Hong Nhung Nguyen , Yong-Hwa Kim , , IEEE Access (ISI) 2025
• Self-Supervised Asynchronous Federated Learning for Diagnosing Partial Discharge in Gas-Insulated Switchgear, Van Nghia Ha, Young-Woo Youn, Hyeon-Soo Choi, Hong Nhung Nguyen , Yong-Hwa Kim, Energies, ISSN 1996-1073 (ISI). (2025)
• Machine-Learning Based Anomaly Detection for GOOSE in Digital Substations, Hong Nhung Nguyen , Mansi Girdhar, Yong-Hwa Kim, Junho Hong. Energies, ISSN 1996-1073 (ISI). (2024)
• Detection of ransomware attacks using federated learning based on the CNN model, Hong Nhung - Nguyen ,Ha - Thanh Nguyen, Damien Lescos (2024) preprint, 10.48550/arXiv.2405.00418
• DDoS attack detection and mitigation using deep neural network in SDN environment, Vanlalruata Hnamte, Ashfaq Ahmad Najar Hong Nhung - Nguyen , Jamal HussainYong, Manohar Naik S Computers & Security (ISI) . (2024)
• A Novel Two-Stage Deep Learning Model for Network Intrusion Detection: LSTM-AE Vanlalruata Hnamte, Hong Nhung - Nguyen , Jamal HussainYong, Yong-Hwa Kim IEEE Access (ISI) . (2023)
• Deep-Learning Based Post-Event Analysis in PowerSystems, Junho Hong, Yong-Hwa Kim, Hong Nhung-Nguyen , Jaerock Kwon, Energy, ISSN 1996-1073 (ISI). (2022)
• A deep neural network to identify Vacuum Degree based on Partial Discharge Measurement Hong Nhung-Nguyen ,Young-Woo Youn, Yong-Hwa Kim, IEEE Access ISSN 2169-3536 (ISI). (2022)
• One-Shot Learning-Based Driver's Head Movement Identification Using Millimeter-Wave Radar Sensor, Hong Nhung - Nguyen , Seongwook Lee, Tien Tung - Nguyen, Yong-Hwa Kim, IET radar, Sonar & Navigation, ISSN 1751-8792 (ISI). (2022)
• Performance Evaluation of Downlink Multiple Users NOMA-enable UAV-aided Communication Systems over Nakagami-m Fading Environments,Thu Thuy - Dao Thi, Sang Quang Nguyen, Hong Nhung - Nguyen , Phu Xuan Nguyen , Yong-Hwa Kim IEEE Access ISSN 2169-3536 (ISI). (2021)

Conferences Publication

• Deep Learning-Based Emotion System for Children with Integrated Web Development, Hong Nhung Nguyen, Le Duy Hieu, Trieu Thu Thuy, Aslina Baharum The 9th International Visual Informatics Conference (2025)
• Automated Test Code Generation from BDD Scenarios with LLMs Hong Nhung - Nguyen, Tran The Lam, Hoang Anh Truong AI Solution for Developing Countries (2025)
• A Novel AI approach for Privacy Preserving In Biomedical Applications Using Federated Learning, Hong Nhung - Nguyen, Hong Duc - Phan Thi, International Telecomunication Networks and Application Conferences (ITNAC)
• Artificial Intelligence in the Supervising and Diagnosis of Sleep Apnea: A survey, Dang Ha - Nguyen, Do Duong – Nguyen, Le Minh Vu - Pham, Van Duc - Vu, Trong Thanh – Nguyen, Hong Nhung – Nguyen , Thi Lan – Phan. ACVYS , ISSN: 2093-4432 (2024)
• Generative Adversarial Network-Based Network Intrusion Detection System for Supervisory Control and Data Acquisition System, Hong Nhung Nguyen , Thi Lan - Phan, Chai-Jong Song IEEE/IEIE ICCe-Asia 2024
• A web-based system for detecting Emotion using Convolution Neural Network Hong Nhung Nguyen Le Van Duy Hieu Summer School, VIASM (2024)
• Detection of ransomware attacks using federated learning based on the CNN model, Hong Nhung Nguyen , Ha Thanh - Nguyen, Damien Lescos 2024 Global Conference on Applications of Artificial Intelligence and Data Science (2024)
• Semi-Supervised GAN for Road Structure Recognition of Automotive FMCW Radar Systems, The Duong -Do , Hong Nhung-Nguyen , Duc Anh Pham, Yong-Hwa Kim 2021 IEEE RIVF International Conference on Computing and Communication Technologies (RIVF) , Ha noi, Viet Nam (2021)

Journal Reviewer

• IEEE Transactions on Smart Grid
• IEEE Access
• Journal of Network and Computer Applications
• Transactions on Emerging Telecommunications Technologies
• Journal of Cybersecurity and Privacy
• AI
• Electronics
• Entropy
• Energies
• Information
• Oceans

View my peer-review activities on ORCID