Shim Hye Yeon

Education

• Ph.D. Course in Future Convergence Technology Engineering, Sungshin University, Seoul, Korea (2023.08~)

• M.S. Course in Future Convergence Technology Engineering, Sungshin University, Seoul, Korea (2021.09~2023.02 )

• B.S Course in Convergence Security Engineering, Sungshin University, Seoul, Korea (2018.03~2021.08)

Research Interest

• Artificial intelligence

• Malware detection

• Programming

• homomorphic encryption

• Telecommunications network

Working Experience

• • Undergraduate Internship in Sungshin University (2019.3~2020.9)

  • Researcher in Sungshin University (2023.03. ~ 2023.08.)

Projects

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

• R&D on Information Security Core Technologies: Development of anti-sniffing technology for mobile communication and AirGap environments (MSIT, IITP), 2024.06.01~2026.12.31.

• Training Industrial Security Specialist for High-Tech Industry (MOTIE, KIAT), 2024.6.1~2025.5.31.

• ICT Innovative Talent 4.0: Next Generation Communication Network and Security(MSIT), 2023.03.~2026.12. 

• Research on Data Forgery Prevention Technology of Massive Smart IoTs (MSIT), 2020.06~2023.02

• Training R&D professionals to protect industrial technology based on the 4th industrial revolution (MOTIE), 2021.03~ 2024.02

• Analysis of Open-Source based EDR for Next Generation Threat Detection Systems (NSR), 2020.4~2020.10

Publication

[Patents]

• • Il-Gu Lee, So-Hyun Park, Hye-Yeon Shim, Na-Eun Park, Yeon-Ji Lee, Yu-Ran Jeon, "APPARATUS FOR WATERMARKING ENCODING AND DECODING USING ERROR CORRECTION CODE AND METHOD FOR THE SAME," korea appl. 10-2024-0102473, Aug. 01. 2024. 

  • Il-Gu Lee, Na-Eun Park, Yeon-Ji Lee, Yu-Ran Jeon, So-Hyun Park, Hye-Yeon Shim, “OPINION SURVEY APPARATUS AND METHOD,” korea appl. 10-2024-0064307, May. 17. 2024. 

  • Il-Gu Lee, So-Hyun Park, Sun-Woo Yun, Yu-Rim Lee, Sun-Jin Lee, Tae-Rim Park, Hye-Yeon Shim, "Drone system and operation method thereof ," Korea, Appl. No. 10-2020-0058242, May. 15, 2020.

[Conferences]

• • Hye Yeon Shim, Yeon-Ji Lee and Il-Gu Lee, "Privacy-Preserving Logistic Regression Using Homomorphic Encryption: An Adaptive Optimization Approach," The 26th World Conference on Information Security Applications (WISA 2025), Jeju Island, South Korea, Aug. 2025.

  • Chae-Won Song, Hye Yeon Shim and Il-Gu Lee, "Privacy-Preserving Grid-Based Clustering of Medical Data Using Homommorphic Encryption," The 26th World Conference on Information Security Applications (WISA 2025), Jeju Island, South Korea, Aug. 2025.

  • Su-Yeong Kim, Hye Yeon Shim and 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.

  • Ha-Jeong Kim, Hye Yeon Shim and Il-Gu Lee, "Polynomial Approximation Techniques for Nonlinear Functions in Homomorphic Encryption-Based Machine Learning," 한국융합보안학회 하계학술대회, Naju, South Korea, Jun. 2025.

  • Chae-Won Song, Hye Yeon Shim and Il-Gu Lee, "Privacy-Preserving Grid-Based Clustering of Medical Data Using Homommorphic Encryption,"한국융합보안학회 하계학술대회, Naju, South Korea, Jun. 2025.

  • Su-Yeong Kim, Hye Yeon Shim and Il-Gu Lee, "Evaluation of Data Preprocessing Techniques for Homomorphic Encryption-Based Machine Learning," 한국융합보안학회 하계학술대회, Naju, South Korea, Jun. 2025.

  • Sun-Jin Lee, Hye yeon Shim, Junghwa Ryu, Il-Gu Lee, "Dynamic-Differential Privacy based on Feature Selection with Improved Usability and Security," 11th International Conference on Information Systems Security and Privacy (ICISSP) 2025, Porto, Portugal, Feb. 2025.

  • Hye-Yeon Shim, Jin-Min Lee and Il-Gu Lee, "Interference Avoidance and Mitigation Technique Utilizing Cooperative Characterization of Interferers in Dense Wireless Networks," 20th EAI International Conference on Security and Privacy in Communication Networks(EAI SecureComm 2024), Dubai, United Arab Emirates, Oct. 2024.

  • Hye Yeon Shim, Yu-ran Jeon and Il-Gu Lee, "Partial Homomorphic Encryption for Privacy-Preserving Data Learning," The 25rd World Conference on Information Security Applications(WISA), Jeju Island, South Korea, Aug. 2024.

  • Jin-Min Lee, Hye-Yeon Shim and Il-Gu Lee, "고밀도 무선 네트워크에서 협력적 간섭원 식별을 통한 간섭 회피 및 완화 기법," The 25rd World Conference on Information Security Applications(WISA), Jeju Island, South Korea, Aug. 2024.

  • Hye Yeon Shim, Yu-ran Jeon and Il-Gu Lee, “High-Efficiency Homomorphic Encryption Techniques for Privacy-Preserving Data Learning,” Annual Symposium of KIPS 2024(ASK2024), Pyeongchang, korea, May, 2024.

  • Yu-ran Jeon, Hye Yeon Shim and Il-Gu Lee, “Semi-supervised learning based malware detection technique,” Annual Symposium of KIPS 2024(ASK2024), Pyeongchang, korea, May, 2024.

  • Heegyung Bae, Hye Yeon Shim and Il-Gu Lee, “Dual encryption technique for lightweight encryption communication,” Annual Symposium of KIPS 2024(ASK2024), Pyeongchang, korea, May, 2024.

  • Hye-Yeon Shim, Tae-Rim Park, and Il-Gu Lee, "Hybrid Encryption Technique for Low-Latency Multi-Hop Communications", 2023 33th International Telecommunication Networks and Applications Conference (ITNAC), Nov. 27, 2023. 

  • Jung-Hwa Ryu, Sun-Jin Lee, Hye-Yeon Shim and Il-Gu Lee, "Parameter Optimization Techniques for Privacy and Utility Trade-off of Differential Privacy," The 24rd World Conference on Information Security Applications(WISA), Jeju Island, South Korea, Aug. 2023.

  • Na-Eun Park, Tae-Rim Park, Hye-Yeon Shim, Yeon-Ji Lee and Il-Gu Lee, “Network Traffic Aware Memory Attestation for Low Power Internet of Things”, The 23rd World Conference on Information Security Applications(WISA), Aug. 25, 2022. 

  • Hye-Yeon Shim, Tae-Rim Park, and Il-Gu Lee, "Performance Evaluation of Fully Homomorphic Encryption for End-to-End Cryptographic Communication in Multihop Networks," 24th IEEE International Conference on Advanced Communications Technology (ICACT), Feb. 2022.

  • Sun-Jin Lee, Hye-Yeon Shim, Yu-Rim Lee, Tae-Rim Park, So-Hyun Park, and Il-Gu Lee, "A Study on Systematic Ransomware Detection Techniques," 23rd IEEE International Conference on Advanced Communications Technology (ICACT), Feb. 2021 

[Journals]

• • Soyoung Joo, So-Hyun Park (Co-1st author), Hye-Yeon Shim, Ye-Sol Oh, Il-Gu Lee, "Machine Learning-Based Detection and Selective Mitigation of Denial-of-Service Attacks in Wireless Sensor Networks," CMC-Computers, Materials & Continua, 2024 (SCIE, IF 2.1)

  • Sun-Jin Lee, Hye-Yeon Shim, Yu-Rim Lee, Tae-Rim Park, and Il-Gu Lee, "Ransomware Detection using Open-Source Tools," ICACT Transaction on Advanced Communications Technology (ICACT-TACT), 2021.

  • So-Hyun Park, Sun-Woo Yun, So-Eun Jeon, Na-Eun Park, Hye-Yeon Shim, Yu-Rim Lee, Sun-Jin Lee, Tae-Rim Park, Na-Yeon Shin, Min-Jin Kang, and Il-Gu Lee, "Performance Evaluation of Open-source Endpoint Detection and Response combining GRR and osquery for Threat Detection," IEEE Access, Vol.10, pp.20259-20269, Feb. 2022 (SCI, IF 3.367).

  • Hye-Yeon Shim, Min-Seo Kweun, Da-Young Yoon, Ji-Young Seo, Il-Gu Lee, "GPT를 활용한 개인정보 처리방침 안전성 검증 기법 (Safety Verification Techniques of Privacy Policy Using GPT)," Journal of The Korea Institute of Information Security & Cryptology, 2024.

Under Review

Honors and Awards

• • prize(가작), 2020, by ETRI(Electronics and Telecommunications Research Institute), in 2020 ETRI Open API Use Case Contest

  • 2nd Prize, 2021, by INNOPOLIS and KAERI , in AI Competition to Predict Solar Power Generation

  • Top Prize, 2021, by Sungshin University, in 2021 Made In Sungshin: PBL and Capstone Excellence Competition

  • Excellence Prize(ICT핵심 우수상, 대학원부문), 2025 by Sungshin Women's University and IITP in 2025 ICAN Program Outcome Sharing Workshop: Advancing Global ICT Talent

  • 우수논문상, 2025 by Korean Convergence Security Association in 2025 한국융합보안학회 하계 학술대회

  • 부채널분석연구회 회장상, 2024 by 한국정보보호학회(KIISC) in 제7회 부채널정보분석 경진대회

News

• • Sungshin CSE won 2nd prize in AI Competition to Predict Solar Power Generation (2020.02.13).

- Card news

- Interview

• Sungshin CSE won 2nd prize in AI Competition to Predict Solar Power Generation (2020.02.13).

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• [융합보안공학과] WISET 주관 ‘2025 여대학원생 공학연구팀제 지원사업’ 심화과정 선정

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• 성신여대, WISA·ICT 인재 성과교류회서 다수 수상

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