Sun-Jin Lee

Research Interest 

• Wireless Network/Network Security

• Deep learning/Machine Learning

• Convergence Security

Working Experience

• School of Convergence Security Engineering Research Assistant (RA), Sungshin University, Seoul, Korea (2024.03 ~ 2024.08)

• Internship - Newracom, California, United States (2024.01)

• School of Convergence Security Engineering Teaching Assistant (TA), Sungshin University, Seoul, Korea (2023.09 ~ 2024.02)

• School of Convergence Security Engineering Teaching Assistant (TA), Sungshin University, Seoul, Korea (2021.09 ~ 2022.09)

• Undergraduate Internship in Sungshin University - CSE Lab (2019.03 ~ 2020.09)

Professional Activities and Services

• IEEE 802.11 Forum KR member (2023.03~) 

• Digital Forensics Summer Vacation Short-term Education, MIN ENI Inc (2022.07.06~2022.07.08)

• Student Member of Korea Institute of Information Security & Cryptology (2022.03.10~2023.03.10)

• Student Member of The Korean Association for Industrial Security (2022.01.12~2023.01.12)

• Lab Leader, CSE Lab, Department of Future Convergence Technology Engineering, Sungshin University (2023.09~2024.08) 

• Vice-class Representative, Convergence Security Engineering in Sungshin University (2020.03~2020.12) 

• ConSeQ Club Activity (2019.06~2020.09)

  • Public Relations (PR) Team Leader 

• Java Book Beta Reader, Hanbit Academy (2019.03~2019.04) '혼자 공부하는 자바' 책 검수

Invited Talks

• Symposium Speaker Presentation at the 2025 Spring Conference of the Korean Digital Therapeutics Society – Digital Identity Management System for IoT Devices (2025.06.13) 

2025년도 디지털치료학회 춘계학술대회 심포지엄 연사 발표 - IoT 기기의 디지털 신원관리시스템  (2025.06.13) 

R&D Projects

<On-going>

• Training Industrial Security Specialist for High-Tech Industry (MOTIE, KIAT), 2024.03.01-2029.02.28
  첨단산업기술보호 전문인력양성: 정보통신첨단기술보호 (산업통상자원부, 한국산업기술진흥원), 2024.03.01-2029.02.28 

• Attack Surface Analysis and Digital Immunity Technologies for Low Earth Orbit Satellite-Based Internet of Things: Firmware Vulnerability Analysis and Automatic Recovery Technology (MSIT, NRF), 2025.03.01-2028.02.28
  우수 중견 연구: 저궤도 위성 기반의 사물인터넷의 공격표면 분석 및 디지털 면역 기술: 펌웨어 취약점 분석 및 자동복구 기술 (과학기술정보통신부, 한국연구재단), 2025.06.01-2028.05.31

• 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
  정보보호핵심원천기술개발사업: 이동통신 및 AirGap 환경에서 스니핑 방지 기술 개발 (과학기술정보통신부, 정보통신기획평가원), 2024.06-01-2026.12.31  

<Completed>

• Research on  Securing Detour Routes in the Safety Management System of Communication Facilities  (NIA), 2023.10.1.-2023.12.31
  통신설비안전관리시스템의 우회경로 확보 기술에 관한 연구 (한국정보화진흥원), 2023.10.1.-2023.12.31.

• Trend analysis of digital ID standards and security technologies (KOMSCO), 2023.4.1.-2023.10.31.
  디지털 ID 표준과 디지털 ID 보안 기술 분석 (조폐공사), 2023.4.1.-2023.10.31.

• WISET Engineering Research Team, Research on AI-based Lightweight High Efficiency EDR for Industrial IoT, 2023.4. ~ 2023.10. (Principal Investigator)
  연구책임자 - WISET공학연구팀, 산업용 IoT를 위한 AI 기반 경량 고효율 EDR 연구, 2023.4. ~ 2023.10. 

• ICT Innovative Talent 4.0: Next Generation Communication Network and Security (MSIT), 2022.07.-2026.12.
  인공지능을 위한 네트워크 기술 연구개발 및 ICT혁신인재양성 (과학기술정보통신부, 정보통신기획평가원), 2022.07.-2026.12.  

• Training R&D professionals to protect industrial technology based on the 4th industrial revolution (MOTIE), 2021.3.~ 2024.2
  4차산업혁명기반 산업보안전문인력양성사업: 디지털헬스케어 산업보안기술 및 인재양성 (산업통상자원부, KIAT), 2021.3.-2024.2.

• Analysis of Open Source EDR and Internetworking Sensors for Next Generation Threat Detection System (NSR), 2021.04.~2021.10.
  차세대 위협 탐지 시스템을 위한 오픈소스 EDR과 연동 센서 기술 분석 (국가보안기술연구소), 2021.04.-2021.10.

• Research on Data Forgery Prevention Technology of Massive Smart IoTs (MSIT), 2020.06.~ 2023.02
  대규모 지능형 사물인터넷의 데이터 위변조 방지 기술에 관한 연구 (한국연구재단), 2020.06.2023.02.

• Analysis of Open-Source based EDR for Next Generation Threat Detection Systems (NSR), 2020.04~2020.10
  차세대 위협 탐지 시스템을 위한 오픈소스 EDR 기술 분석 (국가보안기술연구소), 2020.04.-2020.10.

• Security Visualization Technology Research and Development for Internet of Things (MSIT) 2019.09~2020.05
  사물인터넷을 위한 보안성 시각화 기술 연구개발 (한국연구재단)

Publication

[Journals]

<SCI>

1. [SCI, IF 8.3, JCR Q1, JCR Top 7.3%]
   So-Eun Jeon, Sun-Jin Lee,  Yu-Rim Lee, Heejung Yu, Il-Gu Lee, "Machine Learning-Based Cooperative Clustering for Detecting and Mitigating Jamming Attacks in Beyond 5G Networks," Information Systems Frontiers, Aug. 2024 

2. [SCI, IF 7.6, Q1, JCR Top 11.4%]
   Sun-Jin Lee, Jin Min Lee, Il-Gu Lee, "Low Latency and Secure Data Encryption for Multi-Hop Biometric Authentication in Distributed Networks," Elsevier Internet of Things, 2025

3. [SCI, IF 5.493, JCR Q1, Top 15.74%]
   So-Eun Jeon, Sun-Jin Lee, Il-Gu Lee, "Hybrid In-Network Computing for Large-Scale Data Processing," Elsevier Computer Networks, 2023

4. [SCI, IF 5.4, JCR Q1, Top 18.63%]
   Sun-Jin Lee, Yu-Rim Lee, So-Eun Jeon, Il-Gu Lee, "Machine Learning-based Jamming Attack Classification and Effective Defense Techniques," Elsevier Computers & Security, 2023

5. [SCIE, IF 4.1, JCR Q1, Top 23%]
   Sun-Jin Lee, So-Eun Jeon, Il-Gu Lee, "Partial Encryption-Based Shamir Secret Sharing for Low-Latency and Secure Networks," ICT Express, 2025

6. [SCIE, IF 4.1, JCR Q1, Top 23%]
   Sun-Jin Lee, Il-Gu Lee, "Lightweight Federated Learning-Based Intrusion Detection System for Industrial Internet of Things," ICT Express, 2025 

7. [SCI, IF 4.1, JCR Q2]
   Sun-Jin Lee, So-Eun Jeon, Il-Gu Lee ,"Machine Learning-based Fast and Proactive Endpoint Detection and Response Framework Against Intelligent Cyber Attacks," Soft Computing, 2024

8. [SCI, IF 3.860, JCR Q2]
   So-Eun Jeon, Sun-Jin Lee, Eun-Young Lee, Yeon-Ji Lee, Jung-Hwa Ryu, Jung-Hyun Moon, Sun-Min Yi, Il-Gu Lee, "An Effective Threat Detection Framework for Advanced Persistent Cyber Attacks," CMC-Computers, Materials & Continua, 2023

9. [SCI, IF 3.401, JCR Q2]
   So-Eun Jeon, Sun-Jin Lee, Il-Gu Lee, "Machine Learning-based Efficient Discovery of Software Vulnerability for Internet of Things,"  Intelligent Automation & Soft Computing,  2023

10. [SCI, IF 3.367, JCR Q2]
    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 

11. [SCIE, IF2.6, JCR Q2, Top 44.3%]
    Chae-Yeon Park, Sun-Jin Lee, Il-Gu Lee, "Secure and lightweight firmware over-the-air update mechanism for Internet of Things," Electronics, 2025 

12. [SCI, IF 2.4, JCR Q2, Top 31.3%]
    Ye-Seul Kil, Yu-Ran Jeon, Sun-Jin Lee, Il-Gu Lee, "Multi-binary Classifiers Using Optimal Feature Selection for Memory-Saving Intrusion Detection Systems," Computer Modeling in Engineering & Sciences, Aug. 2024 

<SCOPUS>

1. Chae-Rim Han, Sun-Jin Lee, Il-Gu Lee, "Performance Improvement of Fuzzy C-Means Clustering Algorithm by Optimized Early Stopping for Inhomogeneous Datasets," Journal of Information and Communication Convergence Engineering (JICCE), Vol.21, No.3, 2023 (Scopus) 

2. 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), Vol.10, No.5, pp.1385-1391, Sept. 2021 (Scopus)

<KCI>

1. Sun-Jin Lee, Chae-Rim Han, Ha-Eun Kim, Do-Eun Kim, Il-Gu Lee,"Industrial IoT Data Protection Technology and Policy for Strengthening OT Industrial Security," Korean Journal of Industrial Security, Jan. 2024 (KCI)

2. Chae-Rim Han, Sun-Jin Lee, Il-Gu Lee, "Federated Deep Reinforcement Learning for Secure Industrial Internet of Things,"  Journal of the Korea Institute of Information Security & Cryptology (JKIISC), Vol.33, No.6, Dec. 2023 (KCI)

3. Sun-Jin Lee, Tae-Rim Park, and Il-Gu Lee, “A study on the policy of de-identification of unstructured data in the medical data industry,” Korea Convergence Security Association (KCSA), 2022 (KCI).

4. Tae-Rim Park, Il-Gu Lee, Sun-Jin Lee, "Industrial Security Management Policy and System to Prevent the Leakage of Confidential Information for Precision Medical Industry," Korean Journal of Industrial Security, Vol. 12, No. 1, pp. 111-130, 2022 (KCI).

[Under Review]

1. Adaptive Feature Selection Method for Encrypted Malicious Traffic Classification in Big Data Environment (submitted to Scientific Reports) : Co-author

2. Unlocking 6G: Dynamic Zero Trust for Secure and Low-Latency Open Radio Access Networks (submitted to IEEE Internet of Things): Co-author

3. Inter-Frame Space-Based Low Latency Transmission for Next-Generation Wireless Local Area Network (submitted to IEEE Transactions on Wireless Communications): First Author

[Work in Progress]

1. (     )

[Conferences]

1. Sun-Jin Lee, Hyeyeon 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.

2. Sun-Jin Lee, Do-Eun Kim, Il-Gu Lee, "Privacy-Preserving Generative Adversarial Network-Based Data Synthesis for Intelligent Intrusion Detection Systems," The 39th International Conference on Information Networking (ICOIN 2025), Chiang Mai, Thailand, Jan. 2025.

3. Sun-Jin Lee, Il-Gu Lee, "Dynamic Interframe Space Based Low-Latency Traffic Transmission Technique," The 8th International Conference on Mobile Internet Security (Mobisec), Sapporo, Japan, Dec. 2024

4. Chae-Yeon Park, Seo-Yeong Lim, Sun-Jin Lee, Il-Gu Lee, "Multi-channel Transmission Techniques of Multiple Encryption Keys and Ciphertext for Secure Firmware-Over-The-Air Mechanism," The 8th International Conference on Mobile Internet Security (Mobisec), Sapporo, Japan, Dec. 2024

5. Jin-Min Lee, Sun-Jin Lee, Il-Gu Lee, "One Time Password-based Peer-to-Peer Low Latency Authentication for Next-Generation Digital IDs," The 8th International Conference on Mobile Internet Security (Mobisec Workshop), Sapporo, Japan, Dec. 2024 (Workshop)

6. Sun-Jin Lee, Il-Gu Lee, "Secure and Low Latency Transmission Technique for Next Generation Wireless LANs," The 25th World Conference on Information Security Applications (WISA), Jeju, Korea, Aug. 2024 (Poster)

7. Chae-Yeon Park, Sun-Jin Lee, Il-Gu Lee, "Multi-Channel-Based Physical Layer Security for Dynamic Key Update," The 25th World Conference on Information Security Applications (WISA), Jeju, Korea, Aug. 2024 (Poster) 

8. Sun-Jin Lee, Hye-Yeon Shim, Jung-Hwa Ryu, Il-Gu Lee, "Method for improving usability and security through feature selection and dynamic differential privacy," Korea Convergence Security Association Summer Conference, Naju, Korea, 2024.06.

9. Jin-Min Lee, Sun-Jin Lee, Il-Gu Lee, "One Time Password-based Peer to Peer Authentication Technique," Korea Convergence Security Association Summer Conference, Naju, Korea, 2024.06.

10. Chae-Yeon Park, Sun-Jin Lee, Il-Gu Lee, "Physical Layer Security Utilizing Dual Channel for Secure Internet of Things," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Sejong, South Korea, June. 2024 (Excellence Award)

11. Gyu-Won Lee, Seo-Young Lim, Sun-Jin Lee, Il-Gu Lee, "Lightweight Anomaly Detection Technique for Secure Firmware Over-the-Air," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Sejong, South Korea, June. 2024

12. Sun-Jin Lee, Il-Gu Lee, "Low Latency Traffic Transmission Technique Utilizing Interframe Space Communication," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024 (Best paper award)

13. Chae-Yeon Park, Sun-Jin Lee, Il-Gu Lee, "Dynamic Seucre Link Adaptation Technique for Low-power IoT Communications," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024 (Encouragement award)

14. Chae-Yeon Park, Sun-Jin Lee, Il-Gu Lee, "안전한 사물인터넷을 위한 이중 채널을 활용한 물리계층 보안," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Sejong, South Korea, June. 2024

15. Chae-Rim Han, Sun-Jin Lee, Il-Gu Lee, "Model Agnostic Meta-Learning for Efficient Federated Deep Reinforcement," The 7th International Conference on Mobile Internet Security (Mobisec), Okinawa, Japan, Dec. 2023.

16. Ha-Eun Lee, Sun-Jin Lee, Il-Gu Lee, "Variational Autoencoder-based Rule Automation for EDR Framework," The 7th International Conference on Mobile Internet Security (Mobisec), Okinawa, Japan, Dec. 2023.

17. Sun-Jin Lee, Chae-Rim Han, Ha-Eun Lee, Do-Eun Kim, Il-Gu Lee, "Lightweight Federated Learning-based Intrusion Detection for the Industrial Internet of Things,"  The 7th International Conference on Mobile Internet Security (Mobisec), Okinawa, Japan, Dec. 2023.

18. Ye-Seul Kil, Yu-Ran Jeon, Sun-Jin Lee, Eui-Jin Kim, Il-Gu Lee, "Memory Efficient Malware Detection Technique Using Binary Classifiers and Optimal Feature Selection,"  The 7th International Conference on Mobile Internet Security (Mobisec), Okinawa, Japan, Dec. 2023.

19. Chae-Rim Han, Sun-Jin Lee, Il-Gu Lee, "Enhanced Fuzzy C-Means Clustering Technique Against Data Homogeneity Violation Attacks," Conference on Information Security and Cryptography-Winter 2022.

20. So-Eun Jeon, Sun-Jin Lee, Il-Gu Lee, "Performance evaluation of learning models for detect software vulnerabilities on lightweight devices," Mobisec 2022.

21. Sun-Jin Lee, So-Eun Jeon, Il-Gu Lee, "ML-based Fast Detection and Proactive Response Technique for Advanced Persistent Threats," Mobisec 2022.

22. Yu-Rim Lee, So-Eun Jeon, Sun-Jin Lee, Il-Gu Lee, "Performance evaluation of open source-based intrusion detection for advanced cyberattacks jointly utilizing ransomware and trojans," The 23rd World Conference on Information Security Applications, Aug. 2022.

23. Sun-Jin Lee, Yu-Rim Lee, Se-Young Lee, and Il-Gu Lee, "Machine Learning-based Malware Classification Techniques Utilizing Partial Portable Executable Sections," Korea Convergence Security Association (KCSA) Conference, Aug. 20, 2021.

24. Yu-Rim Lee, Sun-Jin Lee,  Il-Gu Lee, and Gu-min Kang, "A Study on the Revision of the Basic Act on Administrative Investigations to Secure Digital Evidence in Industrial Security Investigations," KAIS/KAF Joint Conference, Aug. 19, 2021.

25. Sun-Jin Lee, Jin-Min Lee, Yu-Rim Lee, Il-Gu Lee, "A Study on the Homomorphic Computational Noise Characteristics of Face Recognition Data," The 31st Joint Conference on Communications and Information (JCCI), 2021.

26. 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.

[Articles]

1. Il-Gu Lee, Sun-Jin Lee, So-Eun Jeon, "IEEE Wireless LAN Standardization Trends for Industrial IoT Technology", SEP inside 37 (2023.4)

[Patents: Pending]

1. Il-Gu Lee, Sun-Jin Lee, So-Eun Jeon, "Data transmission method, data reception method, data transmission apparatus and data reception apparatus based on partial encryption," Korea, Patent, No.10-2025-0147671, 2025.10.14

2. Il-Gu Lee, So-Eun Jeon, Sun Jin Lee, "Access point management device and method for disaster communication"Korea, Patent, No. 10-2024-0057012, 2024.04.29.

3. Il-Gu Lee, Sun-Jin Lee, "Appratus and method for transmitting data frame utilizing interframe space," Korea, Patent, No. 10-2024-0157433, 2024.11.07.

4. Il-Gu Lee, Sun Jin Lee, So-Eun Jeon, Na-Eun Park, Ha-Eun Lee"Smart control apparatus and method," Korea, Patent, No. 10-2024-00599425, 2024.05.03

5. Il-Gu Lee, Sun-Jin Lee, So-Eun Jeon, "Jamer defence device and method," Korea, Patent, No. 10-2024-0045081, 2024.04.03

6. 이일구, 길예슬, 전유란, 이선진, "병렬 이진 분류 메커니즘을 이용한 공격 탐지 방법," Korea Appl. Dec. 2023.

7. 이일구, 이진민, 이선진, 김경진, "OTP를 활용한 온오프라인 P2P 인증," Korea Appl. Oct. 2023.

8. 이일구, 길예슬, 전유란, 이선진, "적응형 특징 선택 기반의 병렬 이진 분류 메커니즘," Korea Appl. Oct. 2023.

9. Il-Gu Lee, Yu-Rim Lee, So-Eun Jeon, Sun-Jin Lee, "Method and apparatus for classifying malicious encryption traffic according to noise level," Korea Appl. 10-2022-0154908, Nov. 17, 2022.

10. Il-Gu Lee, So-Eun Jeon, Sun-Jin Lee, Yu-Rim Lee, "Method and apparatus for retrieving and evaluating user actions in metaverse," Korea Appl. 10-2022-0036839, Mar. 24, 2022.

[Patents: Granted]

1. Il-Gu Lee, Yeon-Joo Han, Sun-Jin Lee, Sun-Mi Choi, "Method and apparatus for secure distributed data processing," Korea, Patent. No. 10-2437715, Aug.24, 2022 (Filed at Jun. 7, 2021).

2. Jin-min Lee, Sun-Jin Lee, Yu-rim Lee,  "System for monitoring car using blockchain", Korea, Patent. No.10-2317937, Oct. 21, 2021 (Filed May. 03, 2021).

3. 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, Patent. No. 10-2320573, Oct. 27, 2021 (Filed at May, 15, 2020).

4. Sun-Jin Lee, Il-Gu Lee, "Method and apparatus for searching sound data," Korea, Patent. No. 10-2185784, Nov. 26, 2020 (Filed at Jun. 08, 2018).

Honors and Awards

1. Excellence Award, 2024, by Dean of College of Knowledge-Based Services Engineering, in 2024 Convergence Security/Future Convergence Technology Paper
   2024 융합보안/미래융합기술논문대상, 우수상, 성신여자대학교 지식서비스공과대학장, 2024.

2. 2024년 제1기 융합보안크루 ICT융합보안 우수크루상 (한동임, 신주영, 임서영, 지승하, 박채연, 김연진) (멘토: 전소은, 박나은, 이선진, 이일구)
   ICT융합보안 우수크루상: CSCxCSE LAB

3. 부채널정보분석 경진대회, 부채널분석연구회 회장상, 2024
   오토인코더 기반 LSTM을 활용한 효율적인 이상 탐지 기법 (이규원, 임서영, 이선진, 이일구) 

4. 한국정보보호학회 하계학술대회 (CISC-S'24) 우수논문상, 2024
   안전한 사물인터넷을 위한 이중 채널을 활용한 물리계층 보안 (박채연, 이선진, 이일구) 

5. 부채널정보분석 경진대회, 부채널분석연구회 회장상, 2024
   오토인코더 기반 LSTM을 활용한 효율적인 이상 탐지 기법 (이규원, 임서영, 이선진, 이일구)

6. ASK 2024(Annual Symposium of KIPS 2024) 한국정보기술학술단체총연합회 회장상, 2024
   인터프레임 스페이스 통신을 활용한 저지연 트래픽 전송 기법 (이선진, 이일구)

7. ASK 2024(Annual Symposium of KIPS 2024) 장려상, 2024
   저전력 사물인터넷 통신을 위한 동적 보안 링크 적응 기법 (박채연, 이선진, 이일구)

8. Outstanding Young Researcher Award, by Korea Institute of Science and Technology Information (KISTI), 2024
   우수신진연구자 한국과학기술정보연구원 원장상

9. Grand Prize, by President of Korea Association for Industrial Technology Security (KAITS), 2023
   2023년 산학프로젝트챌린지 산업보안 부문 경진대회 - 재밍 공격 유형별 대응과 하이브리드 컴퓨팅을 통한 통신 성능 개선 방법

10. Best Paper Award, 2023, by KISTI (Korea Institute of Science and Technology Information) president, in the 7th Internation Symposium on Mobile Internet Security (Mobisec)
    2023년 제7회 국제 모바일 인터넷 보안 심포지엄(Mobisec) 최우수논문상

11. Bronze Award, IT Women Entrepreneurs Association President’s Award, 2023 ICT/SW Women Startup Contest

12. Bronze Award, 2023, by Industrial Security Research Society Commissioner, in 2023 Industrial Security Thesis Contest

13. Best Paper Award, 2022, by KISA (Korea Internet & Security Agency) president, in the 6th International Symposium on Mobile Internet Security (Mobisec)

14. Best Poster Paper Award, 2022, by KIISC (Korea Institute of Information Security and Cryptography) president, in the 23rd World conference on Information Security Applications (WISA)

15. Bronze Awards, 2021, by KAIS (Korea Association for Industrial Security) President, in 2021 Industrial Security Research Contest 

16. Special Prize, 2021, by KCSA (Korea Convergence Security Association) president, in 2021 KCSA Conference

17. Best Paper Award, 2021, by KAIS (Korea Association for Industrial Security) president and KAF (Korea Association of Forensic) president, in 2021 KAIS/KAF Joint Conference

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

19. Grand Prize, 2021, by Sungshin University, in 2021 Sungshin University Student Invention Idea Contest

20. 2nd Prize, 2021, by INNOPOLIS & KAERI (Korea Atomic Energy Research Institute), in AI Competition for Prediction of Solar Power Generation

21. Econsumer President Award, 2020, by Econsumer, in 2020 Quantum Cryptography Communication Idea Contest 

22. Special Award, 2020, by Industrial Security Research Society Commissioner, in 2020 Industrial Security Thesis Contest

23. Excellence Award, 2020, by Ground X, in 8th Fintech Idea and Thesis Contest (MSIT & KISA) 

24. Honorable Mention, 2019, by KIPI (Korea Intellectual Patent Information) Commissioner, in 2019 Intellectual Property Bigdata and Startup Contest 

25. Excellence Award, 2019, by KISA (Korea Internet & Security Agency) Commissioner, in 2019 National Crypto Competition

26. Encouragement Prize, 2019, by Convergence Security Engineering of Sungshin University, in 2019 Idea Hackaton Contest

27. Silver Prize, 2019 Made In Sungshin Future-type Liberal Arts Subject Contest, Sungshin University

28. Grand Prize, 2019, 3th Sungshin University Convergence Security Engineering Creative Contest, College of Knowledge-based Service Engineering, Sungshin University

29. Best Excellence, 2019, 9th Entrepreneurship Idea Competition, Sungshin University

30. Grand Prize, Python Programming Contest, 2019, Sungshin University

31. Excellence Prize, Essay Category, 2018 Made In Sungshin, Sungshin University

32. Grand Prize, 2018, 2th Sungshin University Convergence Security Engineering Creative Contest, College of Knowledge-based Service Engineering, Sungshin University

33. Best Idea Award, 2018, Digital IT Business Idea Contest, Department of Convergence Security Engineering, Sungshin University