2008.03 - 2012.02: (Bachelor of Science) Applied Mathematics, Kongju National University

2013.09 - 2015.08: (Master of Engineering) Convergence Science, Graduate School of Kongju National University

2015.09 - 2018.03: (Doctor of Engineering) Convergence Science, Graduate School of Kongju National University

2018.03 - 2020.08: Postdoctoral researcher, Kongju National University

2020.09 - 2022.02: Researcher, Soongsil University

2022.03 - Present: Research Professor, Soongsil University

<Field of Interest> Biometric Authentication, Face detection, Machine learning, Image processing

2010.03 - 2016.02: (Bachelor of  Science) Applied Mathematics, Kongju National University

2016.03 - 2018.02: (Master of Engineering) Convergence Science, Graduate School of Kongju National University

2018.03 - 2020.08: Ph.D. student in Convergence Science, Graduate School of Kongju National University

2020.09 - 2022.02: (Doctor of Engineering) Software Convergence, Graduate School of Soongsil University

2022.03 - Present: Research Professor, Soongsil University

<Field of Interest> Adversarial Attack, Adversarial Defense, Authentication, Anomaly Detection

2013.03 - 2019.02: (Bachelor of Health Science) Medical Information, Kongju National University

2019.03 - 2020.08 : Master's Program in Medical Information, Graduate School of Kongju National University

2020.09 - 2022.02: (Master of Engineering) Software Convergence, Graduate School of Soongsil University

2022.03 - Present: Researcher, Soongsil University

<Field of Interest> Authentication, Statistical Analysis, Machine Learning

2014.03 - 2020.02: (Bachelor of Science) Applied Mathematics, Kongju National University

2020.03 - 2020.08: Master's Program in Convergence Science, Graduate School of Kongju National University

2020.09 - 2022.02: (Master of Engineering) Software Convergence, Graduate School of Soongsil University

2022.03 - Present: Researcher, Soongsil University

<Field of Interest> Certification, Financial Security, Machine Learning