Jae-Yeol Kim received his M.S. degree in engineering from Korea University in 2017 and earned his Ph.D. from the Graduate School of Public Policy and Information Technology at Seoul National University of Science and Technology (SeoulTech) in 2020. He has been engaged in research on AI-based threat intelligence, SIEM, and SOAR for 25 years at AhnLab, one of South Korea’s leading cybersecurity companies. He is currently serving as an Associate Professor in the Department of Software, specializing in Cybersecurity, at Kyungwoon University. His primary research interests include machine learning, attack event analysis, and cyberattack defense technologies.