Suyeong Kim

Education

• B.S Course in Convergence Security Engineering, Sungshin University, Seoul, Korea (2023.03. ~ Current)

Areas of Interests

• Cryptography

• Homomorphic Encryption

• Reinforcement Learning

• Artificial intelligence

Working Experience

• Sungshin Women's University, Seoul, Korea

  • 2025 ~ Curruent  Undergraduate Internship in CSE Lab

Professional Activity 

• 2024.03. - 2025.02 I.Sly() Club member, Sungshin Women's University 

  • 2024.03 - 2025.02 A member of Volunteer club: Seongbuk-gu Library-linked educational activites, silver center anti-phishing service, high school education service (News) ; I.Sly() 봉사부원

• 2025.03. ~ 2025.09 KITRI WhiteHatSchool 3nd Student

Projects

• Korea Foundation for Women In Science, Engineering and Technology (WISET) grant, funded by the Ministry of Science and ICT(MSIT), 2025.04.01~  2025.10.31.

• KITRI WhiteHatSchool 3nd Student Team Projects, 2025.04. ~ 2025.08.

  •  웹스파이더 작성 (Github)

• 효율적인 완전동형암호 연산 검증 원천 기술 개발 (NRF), 2024.10.1~2025.3.31.

• ICT Innovative Talent 4.0: Next Generation Communication Network and Security(MSIT), 2025.07.~2026.12. 

Publication

[Conferences]

[2024]

• Su-Yeong Kim, Sung-Jin Park, Kun-Hee Son, Ji-Min Lee, Gyu-Young Lee,, "A Study of Adversarial AI Techniques for Protecting Autonomous Ships," Annual Conference of KIPS (ACK) 2024, Jeonnam National University, Gwangju Campus, South Korea, Oct. 31 – Nov. 2, 2024. 

[2025]

• Su-Yeong Kim, Gyu-ri Kim, Min-Ji Kim, Dong-Hyuk Shin, Ye-Seo Lee, Gyu-young Lee, "Reinforcement Learning-Based Optimization of Bunker C Fuel Purchase Decision-Making," Annual Conference of KIPS (ACK) 2025, Dongguk University, Seoul Campus, South Korea, Nov. 2025. 

• Ye-Ryeong Kwon, Su-Yeong Kim, Hyo-been Cho, Kyong-Jin Kim, "A Study on Improvement Plans for the Introduction of a Self-Regulatory Security Framework in the Korean Financial Sector," Korea Convergence Security Association Winter Conference, Seongnam, South Korea, Nov. 2025. 

• Su-Yeong Kim, Hye-Yeon Shim, Il-Gu Lee, "An Analysis of the Impact of Dataset Preprocessing on the Performance of Homomorphic Encryption-Based Machine Learning," The 26th World Conference on Information Security Applications (WISA 2025), Jeju Island, South Korea, Aug. 2025 (Poster)

• Su-Yeong Kim, Hye-Yeon Shim, Il-Gu Lee, "Evaluation of Data Preprocessing Techniques for Homomorphic Encryption-Based Machine Learning," Korea Convergence Security Association Summer Conference, Naju, South Korea, June. 2025. 

Awards

• Encouragement Prize, 2024, CSE-H-CON, Sungshin CSE x Hash CTF

• Encouragement Prize, 2024, Convergence Security Hackathon , Sungshin CSE

• Top Prize, 2025, 1st Mathematics/Fintech Analytics Competition, Sungshin Women's University

• Excellence Prize, 2025, Convergence Security Hackathon , Sungshin CSE