Group Leader: Sangkyun Lee (이상근)
Affiliations
Associate Professor, Korea University, 2022 ~ current
Assistant Professor, Korea University, 2020 ~ 2021
Assistant Professor, Hanyang University ERICA, 2017 - 2019
Project Leader, TU Dortmund University, Collaborative Research Center SFB876, Germany, 2015-2016
Postdoc Fellow, TU Dortmund University, Collaborative Research Center SFB876, Germany, 2011.8-2014
Education
Ph.D. in Computer Science, Univ of Wisconsin-Madison, USA, 2011.7 (Advisor: Prof. Stephen J. Wright)
M.S. in Computer Science, Univ. of Wisconsin-Madison, USA, 2008
M.S. in Electrical Engineering & Computer Science, Seoul National Univ, Rep. of Korea, 2005 (Advisor: Prof. Byoung-Tak Zhang)
B.S. in Computer Science & Engineering, Seoul National Univ, Rep. of Korea, 2003
Awards
Samsung Scholarship, Samsung Foundation of Culture, 2005-2010.
Graduate summa cum laude, B.S. in Computer Science and Engineering, Seoul National University, 2003.
Activities (International)
Conference program committee
NeurIPS, AAAI, KDD, ECML/PKDD, ICDM, ICDE, ECAI, DATA
Journal reviewer
IEEE Trans. Neural Networks and Learning Systems, Machine Learning, Data Mining and Knowledge Discovery, Knowledge and Information Systems, Optimization Methods and Software, IEEE Access, Journal of Supercomputing
Grant proposal reviewer
DFG (German Science Foundation)
NCN (Polish Center of Science)
RGC (Research Grant Council, Hong Kong)
Journal guest editor
SI: Advances in XAI (submission deadline: Oct 20, 2023)
SI: Advances in Secure AI: Technology and Applications, in Applied Sciences (link) (submission deadline: Nov, 2022)
SI: Air quality forecasting using big data and machine learning algorithms, in Asia-Pacific Journal of Atmospheric Sciences (link), (submission deadline: Aug, 2022)
국내 활동
(2025) IITP, “차세대 사이버보안 예타사업 기획위원회” Security for AI 분과위원장
(2025) 한국특허전략개발원, “국가전략기술 사이버보안 분야” 전략심의위원
(2025) KISTEP, “과학기술예측조사 미래전망위원회” 글로벌분과 위원
(2025) AI안전연구소, “AI기본법 제32조 안전성 확보 의무” 가이드라인 TF 위원
(2025) 한국연구재단, “바이오인텔리전스” 기술 신규과제 기획위원
(2025) KISA, AI보안 가이드라인 자문
(2025) 한국생명공학연구원, “AI바이오혁신전략” 전문위원
(2025) TTA, “자율주행차량용 센서 기반 AI 소프트웨어의 인식 취약점 평가 기술” 자문위원
(2025) 대통령 안보실 자문
(2025) 국가정보원, AI 보안 가이드라인 자문
(2023, 2025) 국방부, “서울안보대화(SDD)” 좌장
(2025~2026) 국회도서관, 인공지능자문단 위원
(2024) IITP, “AI보안 분야 중장기 ICT R&D” 기획위원
(2022~2024) IITP, “국가전략기술 사이버보안 위원회” 데이터/AI보안 분과위원장
(2024) IITP, “AI Safety R&D 신규사업” 기획위원
(2024) KISTEP, 국가전략기술 확인제도 사이버보안분야 위원
(2024) 한국연구재단, “AI 기초연구 및 AI 활용 R&D 위원회” AI기초연구기획분과 위원장
(2024) TTA, “AI 신뢰성 대상” 심사 위원
(2024) TTA, “생성형 AI 레드팀 챌린지” 분석보고서 자문
(2023-2024) 국방통합데이터센터 (DIDC) 자문위원
(2024) 국방과학연구소, 사이버센터 CoE (Center of Excellence) 위원
(2023) KISTEP, 국가전략기술 프로젝트 선정 위원
(2023) KISA, 챗GPT 보안 위협 대응 연구반 위원
(2023) NIPA, “ODA 초청연수사업” 정보보호과정 자문위원/강연
(2023) TTA, “차량 인공지능SW 분야” 전문가 위원회 위원
(2020) IITP, 차세대보안 분야 ICT R&D 기획위원
(2020) IITP, 차세대보안 분야 R&D 전략수립반 위원
(2020) IITP, “인공지능 기술청사진 2030” (2차년) 작업반 전문위원
(2019) IITP, “인공지능 기술청사진” (1차년) 작업반 전문위원
(2019) TTA, “ISO/JTC 1/SC 42-K” 인공지능 국제표준화 전문위원회 위원
(2019) TTA, “CPA 안전신뢰성 확보” 사업 전문가 협의체 위원
(2019) NIA, “인공지능 학습용 데이터 구축” 사업 평가위원
(2019) NIA, “고위공무원 ICT융합역량강화” 사업 전문위원
(2019) NIA, “전자정부 해외진출 국제개발협력 업무담당자 과정” 강연
(2019) 보건복지부, “인공지능신약개발센터” 전문가협의체 위원
(2019) 농림식품기술기획평가원, “스마트팜 빅데이터/인공지능” 자문위원
(2017~2018) 한국연구재단, “차세대 ICT R&D 기초원천 연구활성화 방안 마련을 위한 기획연구” 초지능분과 분과장
Research Interest
eXplainable AI,
Adversarial Robustness
Contact
sungmin_15 at korea ac kr
Research Interest
Privacy Attacks, Data Poisoning Attacks
Contact
cybercat17 at korea ac kr
Research Interest
Adversarial Robustness,
eXplainable AI
Contact
tjtjddus111 at korea ac kr
Research Interest
Vulnerability Detection & Analysis
Contact
ohk990102 at korea ac kr
Research Interest
Malware Analysis,
Deep Reinforcement Learning
Research Interest
Model compression
AI Model Stealing Attack & Defense
Contact
thditkfkd at korea ac kr
Research Interest
Deobfuscation
Malware Detection
Contact
chsg03150 korea ac kr
Research Interest
Adversarial Robustness
Model Compression
Contact
minseo6994 at korea ac kr
Research Interest
AI backdoor attack
Contact
karenmiju at korea ac kr
Research Interest
Adversarial Robustness
AI Supply Chain Security
Contact
2024572008 at korea.ac.kr
Research Interest
S/W Vulnerability Detection
XAI
Contact
Research Interest
Software Analysis
AI security / data privacy / unlearning
Contact
Junghwpark korea ac kr
Research Interest
Model extraction defense
Vulnerability detection
Contact
shyun00124 at korea ac kr
Research Interest
Vulnerability Detection
Contact
chlguddns11 at korea ac kr
Research Interest
MalwareDetection, ExploitDetection
Contact
thumb8432 at korea ac kr
Research Interest
Adversarial Attack,
MalwareDetection
Research Interest
Digital Forensics and Incident Response (DFIR), Reverse Engineering, Artificial Intelligence
Contact
seul at seul dev
Research Interest
Computer Vision , eXplainable AI
Contact
enongby at korea ac kr
Research Interest
eXplainable AI, Malware Detection
Contact
dbsgh0325 at korea ac kr
Research Interest
Prompt Robustness
Prompt Integrity
Contact
bj_lee90 at korea ac kr
Research Interest
Incident Response and Digital Forensics, Artificial Intelligence
Contact
mkive at korea ac kr
Research Interest
AI Alignment
eXplainable AI
Contact
ooinoing korea ac kr
Research Interest
Membership Inference
Adversarial Attack
Contact
zziseon2532 at gmail com
Research Interest
Federated learning
Privacy-Preserving ML
Contact
twk0106 kw ac kr