(2025)
Robustness and Performance Comparison of Generative AI Time Series Anomaly Detection under Noise.
CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES.
1,
1
(2025)
MITRE ATT&CK-Driven Threat Analysis for Edge-IoT Environment and a Quantitative Risk Scoring Model.
CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES.
145,
2
(2025)
PC-Match: Semi-Supervised Learning with Progressive Contrastive and Consistency Regularization.
IEEE ACCESS.
13,
1
(2024)
Illegal Online Gambling Site Detection using Multiple Resource-Oriented Machine Learning.
JOURNAL OF GAMBLING STUDIES.
40,
4
단행본
(2024)
"인공지능 기초" 교과서 / 2022 개정 교육과정에 따른 인정도서.
웅보출판사.
주저자
수상/공훈
WACON 2024 사이버보안 사회적 영향력 탑 플레이어 - 학술부문 공로상
한국컴퓨터종합학술대회(KCC2024) - 우수논문상
The 21st World Conference on Information Security Applications - Best Paper Silver
제15회 해킹방어대회 HDCON - 대상
2017년 정보보호 해커톤 - 우수상
2016년 정보보호 해커톤 - 우수상
사이버실전종합훈련 2016 방어부문 - 우수상
중소벤처기업부장관 - 표창(중소기업 기술유출 방지 및 핵심기술 보호 기여 공로)
학술회의논문
(2026)
Anomaly Detection in Multivariate Time Series: Combining LSTM Autoencoders with Contrastive Learning.
HICSS (The Hawaii International Conference on System Sciences).
미국
(2025)
DF-Graph: Structured and Explainable Analysis of Communication Data for Digital Forensics.
DFRWS APAC (Digital Forensic Research Workshop).
대한민국
(2025)
Jailbreaking LLMs Through Cross-Cultural Prompts.
ACM Conference on Information and Knowledge Management.
대한민국
(2025)
From RAG to QA-RAG: Integrating Generative AI for Pharmaceutical Regulatory Compliance Process.
ACM SIGAPP Symposium on Applied Computing.
이탈리아
(2025)
CG-TGAN: Conditional Generative Adversarial Networks with Graph Neural Networks for Tabular Data Synthesizing.
AAAI Conference on Artificial Intelligence.
미국
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