On-going Research Projects
Development of AI-based multi-security technology for self-driving transportation vehicles (Regional innovation project based on cooperation between local governments and universities(RIS), Future Transportation Vehicles Business Group of Jeonbuk Regional Innovation Platform, 2024.07.01-2024.12.31)
Development of Semiconductor Defect Prediction Model based on Transformer Deep Learning (Head of Research Project, Key Research Project of Hyeon-song Education and Culture Foundation, 2024.03.01-2025.02.28)
Automated Software Defect Prediction and Evaluation Method for AI-Enabled Systems (Head of Research Project, Distinguished Scientist at Regional University, National Research Foundation of Korea, 2022.06.01-2025.05.31)
Development of Quantitative Reliability Measurement Tool Prototypes based on Testing and Verification for PLC Software (Head of JBNU Research Team, Collaboration with KAIST Research Team, Korea Foundation of Nuclear Safety, 2021.04.01 - 2025.12.31)
Development of Dependable and Highly Usable Big Data Platform, and Analysis and Prediction Services Technology in Edge Clouds(Head of JBNU Research Team, Research Center for Big Data Edge Cloud Services(BECS), Institute of Information & Communications Technology Planning & Evaluation (IITP), Ministry of Science and ICT (Funding period: 2020 – 2027), 2023.01.01-2027.12.31)
Cultivating innovative talent for regional intelligence (Institute of Information & Communications Technology Planning & Evaluation (IITP), Ministry of Science and ICT (Funding period: 2024 – 2031) 2024.07.01-2031.12.31)
Completed Research Projects
AI-based Multi Layer Security Technology Development for Auto Driving Mobility (2023.09.01-2025.02.28)
Reliability Evaluation of Safety Inspection Technology for Control Protocol Traffic (Head of Research Project, National Security Research Institute, 2022.04.01 - 2023.10.31)
Quantitative Software Defect Prediction and Evaluation Technique Based on Machine Learning (Head of Research Project, Life's First Research, National Research Foundation of Korea, 2019.03.01 – 2022.02.28)
Development of UniXCoder-based Just-in-Time Defect Prediction for Self-Driving Software (Mentor, KAIST Big Data Edge Cloud Service Research Center, 2022.02.01 - 2022.12.31)
Development of Edge Computing Service Quality Prediction Model using GAN (Mentor, KAIST Big Data Edge Cloud Service Research Center, 2021.02.01 - 2021.12.31)