2026
A Lifecycle-Based Security Threat Model for FPGA in Safety-Critical Systems
Dongmin Kim, Sooyon Seo, Moohong Min, and Aram Kim
Journal | Research Briefs on Information and Communication Technology Evolution (ReBICTE) | 2026
Survey of AI-Based Threat Detection for Illicit Web Ecosystems: Models, Modalities, and Emerging Trends
Jaeho Hwang and Moohong Min
Journal | Computer Modeling in Engineering & Sciences (CMES) | 2026
Adaptive PII Detection via Evolutionary Orchestration and Multi-Agent Debate (accepted)
Geonwoo Bang, Dongho Kim, Damin Kim, and Moohong Min
Conference | The 30th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) | 2026
ReForest: Interpretability Meets Reasoning in Isolation Forest (accepted)
Juyoung Seo, Geonwoo Bang, Dongho Kim, and Moohong Min
Conference | The 30th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) | 2026
MD-SRA: Multimodal Detection of SEO-based Redirection Attacks
Minseok Hur, Jiho Shin, and Moohong Min
Conference | The 41st ACM/SIGAPP Symposium On Applied Computing (SAC) | 2026
SensitiveMamba: Selective State Space Modeling for Robust Time Series Anomaly Detection
Minseok Hur, Dongho Kim, and Moohong Min
Conference | The 41st ACM/SIGAPP Symposium On Applied Computing (SAC) | 2026
Anomaly Detection in Multivariate Time Series: Combining LSTM Autoencoders with Contrastive Learning
Sooyon Seo, Sora Jang, and Moohong Min
Conference | The 59th Hawaii International Conference on System Sciences (HICSS-59) | 2026
2025
Language Model-Driven Agent-Based Framework for Generating and Evaluating Cyber Attack Scenarios
Hyeongjin Ahn, Jihye Kim, Minsu Park, Taeeun Kim, Seul-Ki Choi, Saewoom Lee, Moohong Min and Eunil Park
Conference | International Conference on Principles and Practice of Multi-Agent Systems (PRIMA) | 2025
Analysis of a Cybersecurity Training Curriculum for Nuclear Facilities and Suggestions for Improvement
Sooyon Seo, Dongmin Kim, Damin Kim, Jae-Jun Han, Junghyun Na, Hyun-Kyung Lee, Aram Kim, and Moohong Min
Conference | The 9th International Conference on Mobile Internet Security (MobiSec) | 2025
Robustness and Performance Comparison of Generative AI Time Series Anomaly Detection under Noise
Jeongsu Park and Moohong Min
Journal | Computer Modeling in Engineering & Sciences (CMES) | 2025
MITRE ATT&CK-Driven Threat Analysis for Edge-IoT Environment and a Quantitative Risk Scoring Model
Tae-hyeon Yun and Moohong Min
Journal | Computer Modeling in Engineering & Sciences (CMES) | 2025
DF-Graph: Structured and Explainable Analysis of Communication Data for Digital Forensics
Jeongin Lee, Chaejin Lim, Beomjin Jin, Moohong Min, and Hyoungshick Kim
Conference | DFRWS APAC 2025 | 2025
Jailbreaking LLMs Through Cross-Cultural Prompts
Damin Kim, Minseok Hur, Jeongin Lee, and Moohong Min
Conference | The 34th ACM International Conference on Information and Knowledge Management (CIKM) | 2025
Technological Cyber Resilience for Preventing the Recurrence of Security Incidents
Dongho Kim, Jaeho Hwang, Jeongin Lee, and Moohong Min
Conference | The 20th Asia Pacific International Conference on Information Science and Technology | 2025
PC-Match: Semi-Supervised Learning with Progressive Contrastive and Consistency Regularization
Mikyung Kang, Sooyon Seo, and Moohong Min
Journal | IEEE Access | 2025
From RAG to QA-RAG: Integrating Generative AI for Pharmaceutical Regulatory Compliance Process
Jaewoong Kim, Minseok Hur, and Moohong Min
Conference | The 40th ACM/SIGAPP Symposium On Applied Computing (SAC 2025) | 2025
Asia: A New Direction for Deepfake Research
Dongmin Kim, Sooyon Seo, Jaeho Hwang, Minseok Hur, Sechan Lee, and Moohong Min
Conference | The 39th International Conference on Information Networking | 2025
2024
A Study on Evaluation Items and Indicators for Ensuring Cyber Resilience
Sooyon Seo, Jaeho Hwang, Minseok Hur, Dongmin Kim, Sechan Lee, and Moohong Min
Conference | The 8th International Conference on Mobile Internet Security (MobiSec) | 2024
Analysis of Deepfake Detection Models Against Deepfake Crimes
Lee Sechan, Seo Sooyon, Jaeho Hwang, Hur Minseok, Kim Dongmin, Kim Aram, and Min Moohong
Conference | The 8th International Conference on Mobile Internet Security (MobiSec) | 2024
Procedures for Developing Secure FPGA in Nuclear Power Plants (Best Paper Award)
Minseok Hur, Jiho Shin, Moohong Min, and Aram Kim
Conference | The International Symposium on Future I&C for Nuclear Power Plants (ISOFIC) | 2024
Analysis of FPGA Development Processes and Associated Security Threats
Minseok Hur, Jiho Shin, Moohong Min, and Aram Kim
Conference | The 16th International Conference on Computer Science and its Applications (CSA) | 2024
Development of an Attack Case Generation Model Based on the Characteristics of Digital Assets of Nuclear Power Plants
Minseok Hur, Eunji Lee, Sooyon Seo, Jaeho Hwang, Kim Dongmin, Aram Kim, and Moohong Min
Conference | The 16th International Conference on Computer Science and its Applications (CSA) | 2024
Illegal Online Gambling Site Detection Using Multiple Resource-Oriented Machine Learning
Moohong Min
Journal | Journal of Gambling Studies | 2024
2023
An Approach to Detect Illegal Online Gambling Using Generative AI
Sooyon Seo, Jaeho Hwang, and Moohong Min
Conference | The 7th International Conference on Mobile Internet Security (MobiSec) | 2023
Smart Healthcare Hand Gesture Recognition Using CNN-based Detector and Deep Belief Network
Mohammed Alonazi ..., and Moohong Min
Journal | IEEE Access | 2023
A Smart Traffic Control System Based on Pixel-labeling and Sort Tracker
Mohammed Alonazi ..., and Moohong Min
Journal | IEEE Access | 2023
An Approach to Detect SMS Spam Using ChatGPT
Sooyon Seo, Jaeho Hwang, and Moohong Min
Conference | The 18th Asia Pacific International Conference on Information Science and Technology (APIC-IST) | 2023
2022
A Framework for Security Attack Detection and Root Cause Analysis based on Elastic Stack
Hyojoung Shin and Moohong Min
Conference | Mobisec | 2022
Detecting Illegal Online Gambling (IOG) Services in the Mobile Environment
Moohong Min, Jemin J. Lee, Kyungho Lee
Journal | Security and Communication Networks (SCN) | 2022
2021
Honeypot System for Automatic Reporting of Illegal Online Gambling Sites Utilizing SMS Spam
Moohong Min, Jemin Justin Lee, Hyunbeom Park, and Kyungho Lee
Conference | World Automation Congress (WAC) | 2021
Detecting Anomalous Transactions via an IoT Based Application: A Machine Learning Approach for Horse Racing Betting
Moohong Min, Jemin Justin Lee, Hyunbeom Park, and Kyungho Lee
Journal | Sensors | 2021
2020
A Statistical Approach Towards Fraud Detection in the Horse Racing (Best Paper Award)
Moohong Min, Jemin Justin Lee, Hyunbeom Park, Hyojoung Shin, and Kyungho Lee
Conference | THE 21ST WORLD CONFERENCE ON INFORMATION SECURITY APPLICATIONS (WISA) | 2020
2026
머신러닝을 활용한 축구 선수 플레이 스타일 분류 모델 개발
신상훈, 민무홍
Journal | 인터넷정보과학학회논문지 (JICS) | 2026
비전공자 대상 인공지능 온라인 교양 교육의 효과적인 운영 및 실습 사례 연구
황재호, 허민석, 서수연, 민무홍
Journal | 정보과학학회논문지 (JOK) | 2026
2025
DF-LogGraph: GraphRAG 기반 설명 가능한 디지털 포렌식 로그 분석 프레임워크
이정인, 민무홍
Journal | 정보처리학회 논문지 (KTSDE) | 2025
온라인 채용정보를 활용한 보안 채용시장 분석 (Cybersecurity Job Market Analysis Using Online Recruitment Information)
최다인, 민무홍
Journal | Journal of Internet Computing and Services Vol. 26, No. 3 | 2025
공공기관 웹사이트의 보안 구성 요소 분석: HTTPS, TLS, 보안 헤더를 중심으로
김건우, 민무홍
Conference | 2025 한국정보과학회 한국컴퓨터종합학술대회 (KCC2025) | 2025
BAG: "BERT-Attention GNN" HTML 하이브리드 모델을 활용한 불법사이트 구조 탐지
이세찬, 허민석, 민무홍
Conference | 2025 한국정보과학회 한국컴퓨터종합학술대회 (KCC2025) | 2025
스팸 메시지에서 불법 도박 링크 자동 추출을 위한 파이프라인 설계
김건우, 천정현, 민무홍
Conference | 2025 한국정보보호학회 하계학술대회 (CISC-S`25) | 2025
웹 기반 도구를 활용한 딥페이크 이미지 탐지 프레임워크
김건우, 이정인, 민무홍
Conference | 2025 한국정보보호학회 하계학술대회 (CISC-S`25) | 2025
2024
스팸 문자 데이터의 인공지능 분석을 통한 교육적 대처 방안 연구
임수빈, 민무홍
Conference | 2024 한국정보처리학회학술대회 (ACK 2024) | 2024
산업시설을 겨냥한 악성코드 공격 사례 분석과 대응전략 (우수논문)
이세찬, 민무홍
Conference | 2024 한국정보처리학회학술대회 (ACK 2024) | 2024
기계학습 기반의 보안 직무분류체계 설계
최다인, 민무홍
Conference | 2024 한국정보보호학회 하계학술대회 (CISC-S`24) | 2024
온라인 불법 도박 검증 플랫폼 활용 모니터링 시스템 설계
신지호, 민무홍
Conference | 2024 한국정보보호학회 하계학술대회 (CISC-S`24) | 2024
스팸 메시지 발생 빈도 및 패턴 분석에 관한 연구
서수연, 허민석, 황재호, 장지원, 신지호, 민무홍
Conference | 2024 한국정보과학회 한국컴퓨터종합학술대회 (KCC2024) | 2024
대규모 온라인으로 진행되는 비전공자 대상 인공지능 교양필수 과목의 효과적인 운영 사례 연구 (우수논문)
황재호, 허민석, 서수연, 민무홍
Conference | 2024 한국정보과학회 한국컴퓨터종합학술대회 (KCC2024) | 2024
2023
사이버 복원력 도입을 위한 평가모델 연구
황재호, 오호성, 서수연, 민무홍
Conference | 2023 한국정보처리학회학술대회 (ASK 2023) | 2023