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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
現, 과학기술정보통신부 국가전략기술 사이버보안 실무분과회의 데이터/AI분야 책임위원
現, 한국연구재단 과학기술정책 AI자문 위원
現, 국방통합데이터센터 (DIDC) 자문위원
現, 한국정보과학회 인공지능 소사이어티 이사, 한국통신학회 이사, 한국생물정보시스템생물학회 이사
前, 한국정보통신기획평가원 AI Safety R&D 기획위원
前, 한국정보처리학회 상임부회장 (2024)
前, 국방과학원 사이버센터 CoE 위원
前, 한국정보보호학회 AI보안연구회 운영위원
前, 한국정보과학회 KSC2023 학술대회 운영위원
前, 국립환경과학원 인공지능 단기예측 도구 개발 사업 자문 위원
前, 국가정보원 AI보안기술전문가 워킹그룹 위원
前, 현대기아자동차연구소 자문위원
前, NIA (한국정보화진흥원): 지능정보산업 인프라 조성 인공지능 학습용 데이터(지식베이스) 구축 사업 자문 위원
前, TTA (한국정보통신기술협회): CPS 안전신뢰성 확보 사업 전문가 협의체 위원
前, 연구재단/ETRI 미래전략연구소: ICT 기초원천 사업 초지능 분과 분과장
前, IITP (정보통신기획평가원): 인공지능 청사진 사업 전문가협의체 위원
前, 한국정보과학회 KCC2018 학술대회 프로그램위원
前, 한국정보보호학회 AI보안연구회 창립 멤버 / 프로그램 위원
前, 인공지능 신약개발지원센터 협의체 위원
前, 농림식품기획평가원 스마트팜 사업 자문 위원
前, ISO SC 42-K 인공지능 국제 표준화 전문위원회 위원
Post-Doctorate
JeongHyun Lee(이정현)
JeongHyun Lee(이정현)
Research Interest
AI Model Stealing Attack & Defense eXplainable AI
Contact
nomar0107 at korea ac kr
PhD Students
PhD Students
SungMin Han(한성민)
SungMin Han(한성민)
Research Interest
eXplainable AI,
Adversarial Robustness
Contact
sungmin_15 at korea ac kr
JiWon Park(박지원)
JiWon Park(박지원)
Research Interest
Privacy Attacks, Data Poisoning Attacks
Contact
cybercat17 at korea ac kr
SeongYun Seo(서성연)
SeongYun Seo(서성연)
Research Interest
Adversarial Robustness,
eXplainable AI
Contact
tjtjddus111 at korea ac kr
HoKyun Oh(오호균)
HoKyun Oh(오호균)
Research Interest
Vulnerability Detection & Analysis
Contact
ohk990102 at korea ac kr
JeHyung Kim
JeHyung Kim
Research Interest
Malware Analysis,
Deep Reinforcement Learning
Master Students
Master Students
SoHyun Keum (금소현)
SoHyun Keum (금소현)
Research Interest
Model compression
AI Model Stealing Attack & Defense
Contact
thditkfkd at korea ac kr
천세범
천세범
Research Interest
Deobfuscation
Malware Detection
Contact
chsg03150 korea ac kr
전서한
전서한
Research Interest
Binary Deobfuscation
Machine Unlearning
Contact
jsh1130 korea ac kr
MiJu Kim (김미주)
MiJu Kim (김미주)
Research Interest
AI backdoor attack
Contact
karenmiju at korea ac kr
MyungHyun Kim (김명현)
MyungHyun Kim (김명현)
Research Interest
Adversarial Robustness
AI Supply Chain Security
Contact
2024572008 at korea.ac.kr
김재홍
김재홍
Research Interest
S/W Vulnerability Detection
XAI
Contact
박정환
박정환
Research Interest
Software Analysis
AI security / data privacy / unlearning
Contact
Junghwpark korea ac kr
박성현
박성현
Research Interest
Model extraction defense
Vulnerability detection
Contact
shyun00124 at korea ac kr
Minseo Park (박민서)
Minseo Park (박민서)
Research Interest
Adversarial Robustness
Model Compression
Contact
minseo6994 at korea ac kr
HyeongWoon Choi (최형운)
HyeongWoon Choi (최형운)
Research Interest
Vulnerability Detection
Contact
chlguddns11 at korea ac kr
KyuHeon Kim (김규헌)
KyuHeon Kim (김규헌)
Research Interest
MalwareDetection, ExploitDetection
Contact
thumb8432 at korea ac kr
SunHo Lee (이선호)
SunHo Lee (이선호)
Research Interest
Adversarial Attack,
MalwareDetection
SeulGi Lee (이슬기)
SeulGi Lee (이슬기)
Research Interest
Digital Forensics and Incident Response (DFIR), Reverse Engineering, Artificial Intelligence
Contact
seul at seul dev
EunYoung Kim (김은영)
EunYoung Kim (김은영)
Research Interest
Computer Vision , eXplainable AI
Contact
enongby at korea ac kr
YunHo Lee (이윤호)
YunHo Lee (이윤호)
Research Interest
eXplainable AI, Malware Detection
Contact
dbsgh0325 at korea ac kr
ByeongJae Lee (이병재)
ByeongJae Lee (이병재)
Research Interest
Prompt Robustness
Prompt Integrity
Contact
bj_lee90 at korea ac kr
MiHee Kim (김미희)
MiHee Kim (김미희)
Research Interest
Incident Response and Digital Forensics, Artificial Intelligence
Contact
mkive at korea ac kr
Interns
Interns
Jeeho Kim (김지호)
Jeeho Kim (김지호)
Research Interest
AI Alignment
eXplainable AI
Contact
ooinoing korea ac kr
Jiseon Kim (김지선)
Jiseon Kim (김지선)
Research Interest
Membership Inference
Adversarial Attack
Contact
zziseon2532 at gmail com
Taewoong Kang (강태웅)
Taewoong Kang (강태웅)
Research Interest
Federated learning
Privacy-Preserving ML
Contact
twk0106 kw ac kr
Alumni
Alumni
2025(예정). 민동준 (석사, SBS)
2025(예정). 민동준 (석사, SBS)
2024. 정관영 (석사, 현대자동차 연구소)
2024. 정관영 (석사, 현대자동차 연구소)
2023. 정병길 (석사, 삼성SDI)
2023. 정병길 (석사, 삼성SDI)
2022. 조형민 (석사)
2022. 조형민 (석사)
2018. 손재범 (석사)
2018. 손재범 (석사)
2018. 손수현 (석사)
2018. 손수현 (석사)
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