About college
Department
Academic Affairs
Admission
Curriculum
HOME > Academic Affairs > Faculty
Name
Kiwook Sohn
MAJOR
Cyber Security, SW Vulnerability, Supply Chain Security
TEL
02-970-6714
E-mail
kiwook@seoultech.ac.kr
Biography
1990. 2. SungKyunKwan University.
2002. 8. SungKyunKwan University. Ph. D.
Careers
- 1992.1. ~ 1999.12. Electronics and Telecommunications Research Institute.
- 2000.1. ~ 2023.2. National Security Research Institute.
Research Areas
Cyber Security, SW Vulnerability, Supply Chain Security
Teaching
Introduction to Computer Engineering
Project.
Selected Publications
- 31 articles, including next-generation file system research trends from a forensic perspective.
Journal Papers
◾ Dual-Stream Time-Series Transformer-Based Encrypted Traffic Data Augmentation Framework, APPLIED SCIENCES-BASEL, vol.15 No.18, 2025손기욱
◾ AS2: Adaptive sorting algorithm selection for heterogeneous workloads and systems, FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, vol.172, 2025손기욱
◾ Adversarial Attacks on Pre-trained Deep Learning Models for Encrypted Traffic Analysis, Journal of Web Engineering, vol.23 No.6 pp.749~768, 2024손기욱
Conference Papers
◾ 김강민, 변현수, 조민정, 김역, 손기욱, 이창훈, Threads User Behaviors Analysis in a Digital Forensic Perspective, Proceedings of the Winter Academic Conference of the Korea Information Security Society Vol. 35, No. 2, 곤지암리조트, 2025손기욱
◾ 김영진, 김하민, 조민정, 김역, 손기욱, 이창훈, Analysis of Advanced Password Cracking Technologies, Proceedings of the Winter Academic Conference of the Korea Information Security Society Vol. 35, No. 2, 곤지암리조트, 2025손기욱
◾ 김민수, 조영효, 김역, 이창훈, 손기욱, An Active OTA Fuzzing Framework for Detecting Implementation Vulnerabilities in Zigbee-based IoT Devices, Proceedings of the Winter Academic Conference of the Korea Information Security Society Vol. 35, No. 2, 곤지암리조트, 2025손기욱
◾ 김성우, 최대호, 조민정, 김역, 손기욱, 이창훈, Unlocking for Cloud Sharing Links, Proceedings of the Winter Academic Conference of the Korea Information Security Society Vol. 35, No. 2, 곤지암리조트, 2025손기욱
◾ 이영준, 김역, 이창훈, 손기욱, Implementation Optimization Techniques for Enhancing the Performance of GPU-based Cryptanalysis Algorithms, 2025 Chungcheong Branch Academic Paper Presentation Conference of the Information Security Society, 대전컨벤션센터, 2025손기욱
◾ 조영효, 김역, 송중석, 이창훈, 손기욱, Compression and Acceleration of State-Space Model-based Traffic Classifiers via Knowledge Distillation, 2025 Chungcheong Branch Academic Paper Presentation Conference of the Information Security Society, 대전컨벤션센터, 2025손기욱
◾ 최대호, 김민수, 김역, 이창훈, 손기욱, An Anomaly Detection-based Approach for Detecting Low-Bandwidth DNS Tunneling, 2025 Chungcheong Branch Academic Paper Presentation Conference of the Information Security Society, 대전컨벤션센터, 2025손기욱
◾ 조영효, 김역, 이창훈, 손기욱, A Study on Web Activity Tracing via Safari Autofill API Log Artifacts, ICT Platform Society and Digital Transformation Technology Seminar, 서울과학기술대학교, 2025손기욱
◾ 조영효, 김역, 이창훈, 손기욱, Recovery Method of Printed Documents from Partially Damaged Printer Network Traffic, Proceedings of the Summer Academic Conference of the Korea Institute of Information Security and Cryptology Vol. 35, No. 1, 더케이호텔 경주, 2025손기욱
◾ 최대호, 김역, 손기욱, 이창훈, SeekPass: A DeepSeek-Based Password Dictionary Generation Model, Proceedings of the Summer Academic Conference of the Korea Institute of Information Security and Cryptology Vol. 35, No. 1, 더케이호텔 경주, 2025손기욱
◾ 최대호, 김역, 이창훈, 손기욱, Encrypted Attack Traffic Augmentation Techniques Based on Point-in-Time Feature, MobiSec24 Online Proceedings, 일본 삿포로 에미시아 호텔, 2024손기욱
◾ 최대호, 이영준, 손기욱, 이창훈, Hash-based Image Watermarking Techniques with Transformer, Proceedings of the KIISC Summer Conference Vol.34, No.1, 곤지암리조트, 2024손기욱
◾ 김하민, 윤희서, 석병진, 김역, 송중석, 이창훈, 손기욱, A Survey On Preprocessing Methods for Encypted Traffic Classification Models, 2024 KOREA INSTITUTE OF INFORMATION SECURITY & CRYPTOLOGY Chungcheong, 한국과학기술정보연구원, 2024손기욱
◾ 최대호, 조민정, 손기욱, An Effective Labeling Model for Minimal Labeled Encrypted Network Traffic Data, WISA 2024 The 25th World Conference on Infornmation Security Applications, 제주 메종글래드호텔, 2024손기욱
◾ 김하민, 최대호, 김지연, 손기욱, 이창훈, Semantic Restoration of Decompile Code Using GPT-4o, The 2024 Annual National Conference of Korea Computer Inudstry Association, 제주대학교 첨단캠퍼스, 2024손기욱
◾ 윤희서, 조예송, 조민정, 손기욱, A Research on Comparative Analysis of Preprocessing Techniques for Lightweight Encrypted Traffic Classification Models, Proceedings of the 2024 Korea Institute of Electrical Engineers Summer Conference, 롯데호텔 제주(중문), 2024손기욱
◾ 최대호, 조민정, 손기욱, Research on Semi-Supervised Learning-based Data Labeling Techniques for Enhancing the Performance of Encrypted Traffic Classification, Proceedings of the KIISC Summer Conference Vol.34, No.1, 세종시 정부세종컨벤션센터, 2024손기욱
◾ Haeseong Cha, Seungyong Park, Byoungjin Seok, Erzhena Tcydenova, Jungsuk Song, Kiwook Sohn, Entropy-based Image Preprocessing Method for Encrypted Network Traffic, The proceeding of The 7th International Conference on Mobile Internet Security, Okinawa Novotel, 2023손기욱
◾ 차해성, 석병진, 송중석, 손기욱, 이창훈, AI 기반 네트워크 이상 탐지를 위한 암호화 트래픽 데이터 전처리 및 특징 추출 기법 분석, 2023 한국정보보호학회 동계학술대회 , 이화여자대학교, 2023손기욱
◾ 박승용, 윤희서, 석병진, 차해성, 송중석, 손기욱, Re-evaluation of CNN-based Encrypted Traffic Classification Model, 한국정보보호학회 동계학술대회 논문집, 이화여자대학교, 2023손기욱
◾ 서승희, 손기욱, 이창훈, 클라우드 컴퓨팅 서비스보안사고 포렌식 분석-네이버클라우드를 중심으로, 2023 한국디지털포렌식학회 동계학술대회 발표집, 해양경찰청, 2023손기욱
◾ 김지연, 서승희, 손기욱, A Study on Cloud Computing Forensic Incident Response Standard Operating Procedure(SOP) Development Plan, 한국사이버안보학회 2023 추계학술회의, 여의도 FKI 타워, 2023손기욱
◾ 변현수, 서승희, 손기욱, Derivation of Essential Cloud Forensic Techniques and Technology Trends : From the Perspective of NIST Cloud Forensic Challenges, 한국사이버안보학회 2023 추계학술회의, 여의도 FKI 타워, 2023손기욱
◾ Eunyoung Kim, Kiwook Shon, Research on Security Threats Using VPN in Zero Trust Enviornments, The 24th World Conference on Information Security Applications, 제주 메종글래드 크리스탈홀, 2023손기욱
Patents
- USB forensic data acquisition methods and 61 other articles.

[] Awards.
- National Intelligence Service Director Award.
- Prime Minister Citation.
Awarded
◾ Threads User Behaviors Analysis in a Digital Forensic Perspective, -, Korea Institute of Information Security and Cryptology, 2025손기욱
◾ GPU-Based Efficient Implementation and Optimization of the Scrypt Algorithm, -, Korea Cryptography Forum, 2025손기욱
◾ Compression and Acceleration of State-Space Model-based Traffic Classifiers via Knowledge Distillation, -, Korea Institute of Information Security and Cryptology, 2025손기욱
◾ A Study on Web Activity Tracing via Safari Autofill API Log Artifacts, -, CT Platform Society, 2025손기욱
◾ SeekPass: A DeepSeek-Based Password Dictionary Generation Model, -, Korea Institute of Information Security and Cryptology, 2025손기욱
Miscellaneous
- Korea Information Security Society Cooperation Vice President.
- Director of the Korean Institute of Electronics Engineers.
Computer Science and Engineering, Seoul National University of Science and Technology
232 Gongneung-ro, Nowon-gu, Seoul, 01811, Korea Tel:+82-2-970-6707
Copyright © Seoul National University of Science and Technology. All Rights Reserved.