Hong Nhung Nguyen
I'm Researcher
About
Happiness is Journey
AI reseacher
Currently, I work as an assistant professor at the Department of AI and Software Engineering, Gachon University
- Birthday: 25 May
- Website: www.ai4healthcare.tech
- City: Seoul, South Korea
- Age: 30 (2023)
- Degree: PhD
- Email: nhungnguyen.uet@gmail.com
Resume
Hong - Nhung Nguyen received a B.S. degree and M.S. degree from Hanoi National University (HVNU), Hanoi, Vietnam, in 2015 and 2018, respectively. In 2023, She completed her D.Phil from Myongji University (MJU), Korea.
Sumary
Hong Nhung Nguyen
Recently, I work as an reseach professor at the Department of AI and Software Engineering, Gachon University
- Seoul, South Korea
- (010)81292505
- nhungnguyen.uet@gmail.com
Education
Bachelor of Information Technology
2011 - 2015
Department of Information Technoloy, University of Engineering and Technology, VNU, Ha Noi, Viet Nam
Thesis: Automation Testing with Sikuli
Advisor: Prof.Truong Anh Hoang
Master of Software Engineering
2016 - 2018
Department of Information Technoloy, University of Engineering and Technology, VNU, Ha Noi, Viet Nam
Thesis: Research on automatic testing code generation based on BDD Scenarios
Advisor: Prof.Truong Anh Hoang
PhD of Electronics Engineering
2020 - 2023
Department of Electronics, MyongJi, South Korea
Thesis: Application of AI in Cyber Security for Smart Grid
Advisor: Prof.Yong Hwa Kim and and Prof.Seo - Dong Sun
Professional Experience
Internship and Software eningeering
2015 - 2016
NTT Data, Ha Noi, Viet Nam
- Part of team Designing and implementing the Java website with Spring, Strust Framework
- Part of team Optimizing MySQL database queries
Lecturer, Head of Department (Software Engineering)
2016 - 2023
Viet Tri University of Industry, Viet Tri, Phu Tho, Viet Nam
- Teaching courses in Microsoft Office, Web development and SQL programming
- Working as the head of the Software Technology Department
- Guiding students in conducting scientific research
AI researcher
2020 - 2023
MyongJi University, South Korea
- Research in AI and Cyber Security
Journal Publication
- 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
- 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)
