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Achievement: Pull SharkAchievement: YOLO

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Seok-Hyun-Ann/README.md

๐Ÿ‘‹ About Me

๋ณด์•ˆ๊ณผ ์ธ๊ณต์ง€๋Šฅ์„ ์—ฐ๊ตฌํ•˜๋Š” ์•ˆ์„ํ˜„์ž…๋‹ˆ๋‹ค. OT/ICS ํ™˜๊ฒฝ์˜ ๋ณด์•ˆ ์œ„ํ˜‘์„ ๋ถ„์„ํ•˜๊ณ , LLM์„ ํ™œ์šฉํ•œ ์นจ์ž… ํƒ์ง€ ์‹œ์Šคํ…œ์„ ์—ฐ๊ตฌํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

Security researcher focusing on OT/ICS security and LLM-based intrusion detection systems.

  • ๐ŸŽ“ ๋‹จ๊ตญ๋Œ€ํ•™๊ต ์ผ๋ฐ˜๋Œ€ํ•™์› ์ธ๊ณต์ง€๋Šฅ์œตํ•ฉํ•™๊ณผ ์„์‚ฌ ์กธ์—… ์˜ˆ์ • (M.S. in AI Convergence, Dankook University)
  • ๐ŸŽ“ ๋‹จ๊ตญ๋Œ€ํ•™๊ต ์†Œํ”„ํŠธ์›จ์–ดํ•™๊ณผ ์กธ์—… (B.S. in Software, Dankook University)

๐Ÿ”ฌ Research Interests

  • OT/ICS Security โ€” ์‚ฐ์—…์ œ์–ด์‹œ์Šคํ…œ(ICS) ๋ฐ ์šด์˜๊ธฐ์ˆ (OT) ํ™˜๊ฒฝ์˜ ์œ„ํ˜‘ ๋ถ„์„๊ณผ ์‹œ๋ฎฌ๋ ˆ์ด์…˜
  • LLM-based IDS โ€” ๋Œ€๊ทœ๋ชจ ์–ธ์–ด ๋ชจ๋ธ์„ ํ™œ์šฉํ•œ ์นจ์ž… ํƒ์ง€ ์‹œ์Šคํ…œ ์„ค๊ณ„ ๋ฐ ๊ตฌ์ถ•

๐Ÿ› ๏ธ Skills & Tools

Security & Research

Languages

AI / LLM

Environment


๐Ÿ’ป Publications

๐ŸŒ International

Type Title Venue Year
Journal Domain Knowledge-Infused Synthetic Data Generation for LLM-Based ICS Intrusion Detection: Mitigating Data Scarcity and Imbalance Electronics (MDPI) 2026
Conference A Preliminary Study on an Intrusion Detection Method using Large Language Models in Industrial Control Systems ICUFN 2024 (IEEE) 2024

Domestic

Type Title Venue Year
Journal ์ˆ˜์ฒ˜๋ฆฌ ํ”Œ๋žœํŠธ OT/ICS์—์„œ ์นจ์ž…ํƒ์ง€ ๋ฐ์ดํ„ฐ์…‹ ์ƒ์„ฑ์„ ์œ„ํ•œ ์‹œ๋ฎฌ๋ ˆ์ดํ„ฐ ์„ค๊ณ„ ๋ฐ ๊ตฌํ˜„ ์‚ฌ์ด๋ฒ„์•ˆ๋ณด์—ฐ๊ตฌ (ํ•œ๊ตญ์‚ฌ์ด๋ฒ„์•ˆ๋ณดํ•™ํšŒ) 2026
Journal ์Šค๋งˆํŠธ๋นŒ๋”ฉ์šฉ ๋Œ€๊ทœ๋ชจ ์–ธ์–ด ๋ชจ๋ธ ๊ธฐ๋ฐ˜ ์นจ์ž… ํƒ์ง€ ๋ชจ๋ธ ํ•œ๊ตญ์†Œํ”„ํŠธ์›จ์–ด๊ฐ์ •ํ‰๊ฐ€ํ•™ํšŒ ๋…ผ๋ฌธ์ง€ 2024
Journal Enhancing Sustainability of an Android Malware Detection Technique using K-means Clustering ํ•œ๊ตญ์†Œํ”„ํŠธ์›จ์–ด๊ฐ์ •ํ‰๊ฐ€ํ•™ํšŒ ๋…ผ๋ฌธ์ง€ 2024

๐Ÿš€ Projects

Project Description
WaterTreatment-ICS-Simulator ์ˆ˜์ฒ˜๋ฆฌ ์‹œ์„ค ์‚ฐ์—…์ œ์–ด์‹œ์Šคํ…œ(ICS) ์‹œ๋ฎฌ๋ ˆ์ดํ„ฐ
NIDS-Win Windows ํ™˜๊ฒฝ ๋„คํŠธ์›Œํฌ ์นจ์ž… ํƒ์ง€ ์‹œ์Šคํ…œ
DAH_AI_Agent ๋กœ์ปฌ LLM ๊ธฐ๋ฐ˜ ๊ณต๊ฒฉ/๋ฐฉ์–ด AI ์—์ด์ „ํŠธ
TABA_OS_2024 TABA ์šด์˜์ฒด์ œ ์‹ค์Šต


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