1995-1999 : 연세대학교 컴퓨터과학과 박사

1993-1995 : 연세대학교 컴퓨터과학과 석사

1988-1992 : 연세대학교 컴퓨터과학과 학사

2013-현재 : 연세대학교 정보대학원 교수

2020-현재 : 연세대학교 인공지능대학원 AI+X 겸직교수

2001-2013 : 세종대학교 컴퓨터공학과 교수

1999-2000 : Univ. of California at Berkeley, Postdoctoral Researcher

Amplifying Training Data Exposure through Fine-Tuning with Pseudo-Labeled Memberships, IEEE Transactions on Information Forensics and Security (TIFS), 2025. (IF: 8)

Red-Teaming LLMs with Token Control Score: Efficient, Universal, and Transferable Jailbreaks, RAID 2025. (BK: 2)

Multi-View Slot Attention Using Paraphrased Texts for Face Anti-Spoofing, ICCV 2025. (BK: 4)

Continuous Authentication for Secure and Seamless User-Avatar Integration in Multi-Device Metaverses, IEEE Internet of Things Journal (IoT-J), 2025. (IF: 8.9)

A Continuous Authentication Framework for Securing Metaverse Identities, IEEE Transactions on Services Computing (TSC), 2025. (IF: 5.8)

Fuzzing JavaScript Interpreters with Coverage-Guided Reinforcement Learning for LLM-based Mutation, in Proc. the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2024. (BK: 2)

Adversarial Feature Alignment: Balancing Robustness and Accuracy in Deep Learning via Adversarial Training, AIsec 2024

Enhancing Differential Fuzzing of Cryptographic Libraries with Sustainable Hybrid Fuzzing and Crypto-Specific Mutation, ICISC 2024 (Best Paper Award)

BoKASAN: Binary-only Kernel Address Sanitizer for Effective Kernel Fuzzing, Usenix Security 2023 (BK: 3)