232 Gongneung-ro, Nowon-gu, Seoul, 01811, korea
Tel :+82-2-970-6798
Fax : +82-2-970-6800
Copyright © Seoul National University of Science&Technology. All rights Reserved.
Department of Defense Management·Safety Engineering
Name |
Hyuk-Jin Kwon |
MAJOR |
Industrial Engineering, Defense Information, Defense AI |
TEL |
02-970-6510 |
E-mail |
kwonhj@seoultech.ac.kr |
Journal Papers
◾ K-RMF 및 최신 보안 위협 대응을 위한 런타임 SBOM 활용 방안, 국방과 보안, vol.7 No.2 pp.118~151, 2025권혁진
◾ LoRA-Tuned Multimodal RAG System for Technical Manual QA: ACaseStudy onHyundaiStaria, applied sciences, 2025권혁진
◾ An Empirical Study on the Development of Risk Assessment Indicators for Defense Artificial Intelligence Weapon Systems - Compound Focusing on Field Operators Below Company Level -, 안전문화연구, No.43 pp.79~95, 2025권혁진
◾ Small Language Model and RAG-Based Military Maintenance Manual Curation System, J. Internet Comput. Serv., vol.26 No.1 pp.181~192, 2025권혁진
◾ Research on improving unknown track reading by applying Multimodal Model, Journal of Internet Computing and Services(JICS), vol.25 No.6 pp.155~162, 2024권혁진
◾ A Study on Designing Cyber Training and Cyber Range to Effectively Respond to Cyber Threats, electronics, vol.13 No.19, 2024권혁진
◾ A study on the development directions of a smart counter-drone defense system based on the future technological environment, KSII Transactions on Internet and Information Systems, vol.18 No.7 pp.1929~1952, 2024권혁진
◾ Introduction and Implementation of Zero Trust: A New Era in Defense Industry Security, Journal of Defense and Security, vol.6 No.1 pp.78~101, 2024권혁진
◾ A Research on RC3(RMF-CMMC Common Compliance) meta-model development in preparation for Defense Cybersecurity, Journal of Internet Computing and Services, vol.25 No.1 pp.123~136, 2024권혁진
◾ A study on Improving the Performance of Anti - Drone Systems using AI, Journal of the Korean Society of Systems Engineering, vol.19 No.2 pp.126~134, 2023권혁진
◾ A Study on the Selection of Hydrogen Refueling Station Locations within Military Bases Considering Minimum Safe Distances between Adjacent Buildings, Journal of Internet Computing and Services, vol.24 No.6 pp.171~180, 2023권혁진
◾ Measures to Ensure the Sustainability of Information Systems in the COVID-19 Environment, Sustainability, vol.15 No.1, 2023권혁진
◾ 상황인식 및 의사결정지원을 위한 국방AI기술의 성숙도 수준비교, Journal of the Korean Society of Systems Engineering, vol.18 No.1 pp.90~98, 2022권혁진
◾ Consideration for defense preparedness against non-traditional security threats (focused on the threat of infectious diseases), Journal of Internet Computing and Services, vol.23 No.1 pp.105~112, 2022권혁진
◾ The direction of application of the RMF-based risk management system considering interoperability, Journal of Internet Computing Services, vol.22 No.6 pp.83~89, 2021권혁진
Conference Papers
◾ 전영진, 김민서, 최종근, 권혁진,이영훈, Efficient Open-Vocabulary Scene Graph Adaptation for Military Scene Understanding: Hierarchical Spatial Reasoning with Small-Scale Learning, The 17th International Conference on Internet, Okinawa Convention Center, Okinawa, Japan, 2025권혁진
◾ 김예찬, 최종근, 권혁진, 김병수, Route-RAG: Leveraging LLM-driven Query Routing for Reliable and Transparent Defense Knowledge Retrieval, 2025 ICONI, Okinawa Convention Center, Okinawa, Japan., 2025권혁진
◾ 채규현, 김민, 최종근, 권혁진, 국방 임무 환경을 위한 UAV경로계획: A*, PPO, 하이브리드(A*+PPO)기법의 비교분석, 한국인터넷정보학회 논문집, 여수, 2025권혁진
◾ 윤서영, 박재관, 최종근, 권혁진, 군사보안사고 예방을 위한 Human Activity Recognition 기반 이상행동 인식 가능성 연구, 한국인터넷정보학회 논문집, 여수, 2025권혁진
◾ 심준수, 최종근, 권혁진, 국방 사이버 보안을 위한 딥러닝 기반 악성코드 탐지, 한국인터넷정보학회 논문집, 강릉, 2025권혁진
◾ 이찬호 최종근 권혁진, Study on irregular color correction for Wasserstein GAN-GP based flight simulators, 2024 KSII FALL Conference, 라마다호텔(제주), 2024권혁진
◾ 채희훈, 조진영, 권혁진, A Study on the Risk Assessment Management System for Special Operation Forces, 2024 KSII SPRING Conference, 해운대 센텀호텔, 2024권혁진
◾ 목승엽,권혁진, Research on ways to improve the safety inspection system of facilities subject to military self-management, Acceleration of systems engineering using AI, 서울과학기술대학교 테크노큐브, 2023권혁진
◾ 남예린,최윤영, 최종근, 권혁진, Derive the optimal shortest path using reinforcement learning, KSII Transactions on Internet and Information Systems, 라마프라자바이윈덤 여수, 2023권혁진
◾ 고성훈,김주성,안수호,김동휘,권혁진, A study on the development and proposal of a defense artificial intelligence battlefield noise cancellation model for successful combined operations, Meeting with Artificial Intelligence and Unmanned Mobility, 제주 한국지능정보사회진흥원 글보벌센터, 2022권혁진
Awarded
◾ Study on irregular color correction for Wasserstein GAN-GP based flight simulators, outstanding thesis award, Korean society for Internet information, 2024권혁진
◾ Research on ways to improve drone detection using artificial intelligence, Best paper award, The Korean Society of Systems Engineering, 2023권혁진