• AI convergence technologies

  • AI + malware/anomaly detection

  • AI + secure & trustworthy IoT/wireless network

• Wireless Networks and Communications, and Security

  • Communications and network theory

  • Information theory, security, hacking and defense

• Cryptography

  • Applied Cryptography - Side Channel Attack

  • Cryptographic Protocol - Lightweight Cryptography

• Intelligence/security embedded IoT systems

  • HW/SW design for IoTs/sensors/devices

  • Intelligence/security by design

• Cloud security

  • Cloud based Artificial Intelligence

• Ph.D. Course in Future Convergence Technology Engineering(FCTE), Sungshin Women's University (2024.03~)

• M.S. in Future Convergence Technology Engineering(FCTE), Sungshin Women's University (2022.09~2024.02)

• B.S. in Mathematics, Sungshin Women's University, Seoul, Korea (2019.03~2022.08)

• B.S. in Convergence Security Engineering(CSE), Sungshin Women's University, Seoul, Korea(2020.03~2022.08)

• Inmyung Girls High School, Incheon, Korea

• KISTI(Korea Institute of Science and Technology Information), Korea

  • • Internship at Science and Technology Security Research Center (2023.07 ~ 2023.08)

• Sungshin Women's University, Seoul, Korea

• Undergraduate Internship at CSE Lab (2021.09~2022.08)

• Undergraduate Internship at Fintech Cryptography lab (2021.04~2021.06)

• TA (Teaching Assistant), Department of Convergence Security Engineering, Sungshin University, 2024.03 ~ 2024.06

• TA (Teaching Assistant), Department of Mathematics, Sungshin University, 2024.03 ~ 2024.06

• Vice-President of  YIPL (Group of Young Intellectual Property Leaders), 2023.12 ~ 2024.12

• TA (Teaching Assistant), Department of Mathematics, Sungshin University, 2023.09 ~ 2023.12

• Member of  IEEE 802 Forum, 2023.6 ~

• Member of  YIPL (Group of Young Intellectual Property Leaders), 2022.11 ~ Present

• TA (Teaching Assistant), Department of Convergence Security Engineering, Sungshin University, 2022.09 ~ 2022.12

• Education Team Leader, S-CRYPTO Club, 2021.01~2021.12

• Full Member of SURI(Student Union for Reasonable Investment), 2021.03 ~ 2021.12

• Training Industrial Security Specialist for High-Tech Industry (MOTIE), 2024.03 -2029.02

• ICT Innovative Talent 4.0: Next Generation Communication Network and Security (MSIT) , 2022.07.-2026.12.

• Training R&D professionals to protect industrial technology based on the 4th industrial revolution (MOTIE), 2021.3. - 2024.2.

• A study on how to build a similar-sandbox environment using open source EDR (NSR), 2022.04.01 - 2022.10.31

• A study on data forgery prevention technology of large-scale intelligent IoT, 2021.09.-2022.02.

• Development of privacy protection technology on blockchain data encryption, 2021.04.-2021.06.

• [KCI] Jung-hyeon Moon, Il-gu Lee, Yu-ran Jeon, Jung-hwa Ryu, "Technical and legal management plans for digital therapeutics technology protection," Korean Journal of Industrial Security, 2023.

• [KCI] Geehee Yun, Kyungjin Kim, Yesol Oh, Yu-ran Jeon, Gahye Jeon, Seongmin Kim, "Analysis of Mobile ID App Artifacts and Standard Improvement for the Service," Korean Journal of Industrial Security, 2023.

Pending

• 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, Ye-Seul Kil, Yu-ran Jeon, Sun-Jin Lee, "Attack detection method using parallel binary classification mechanism," Korea Appl. 10-2023-0189596, Dec. 22. 2023.

• Il-Gu Lee, Jung-Hwa Ryu, Yu-Ran Jeon, Jung-Hyun Moon, "Mobile repeater supporting multi-link operation and methods for relaying communications using thereof," Korea Appl. 10-2023-0173369, Dec. 4. 2023.

• Yu-Ran Jeon, Hye Yeon Shim, Il-Gu Lee, "Semi-supervised learning based malware detection technique," Annual Symposium of KIPS 2024, Pyeongchang-gun, Korea, May. 2024. : presenter

• Hye Yeon Shim, Yu-Ran Jeon, Il-Gu Lee, "High-Efficiency Homomorphic Encryption Techniques for Privacy-Preserving Data Learning," Annual Symposium of KIPS 2024, Pyeongchang-gun, Korea, May. 2024.

• Su-Kyoung Kim, Yu-Ran Jeon, Jung-Hwa Ryu, Il-Gu Lee, "Digital Watermarking Techniques Robust to Distortion Attacks," Annual Symposium of KIPS 2024, Pyeongchang-gun, Korea, May. 2024.

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

• Jung-Hwa Ryu, Yu-Ran Jeon, Jung-Hyun Moon and Il-Gu Lee, "Seamless services using mobile repeater base on Multi-link operation," The 7th International Conference on Mobile Internet Security (MobiSec), Okinawa, Japan, Dec. 2023. (Poster) 

• Yu-Ran Jeon, Jung-Hwa Ryu, So-Yeon Kim, Na-Eun Park, Il-Gu Lee,"CaliProb: Probability-based Calibration Model for Robust Predictions in Environments with Data Biases," The 13th International Telecommunication Networks and Applications Conference (ITNAC) , Melbourne, Australia, Nov. 2023. : presenter 

• Na-Eun Park, So-Yeon Kim, Yu-Ran Jeon, Seo-Yi Kim and Il-Gu Lee,"Data Calibration to Enhance Security and Accuracy of Federated Learning", The 24rd World Conference on Information Security Applications (WISA), 2023. (Poster) 

• Yu-Jeong Choi, Yu-Ran Jeon and Il-Gu Lee, "Random Sample Test-based Machine Learning Model Selection Technique for Internet of Things", Korea Convergence Security Association (KCSA), June. 2023. 

• Jung-Hwa Ryu, Yu-Ran Jeon, Jung-Hyun Moon and Il-Gu Lee, "DEC: Dynamic Elliptical Clustering Technique for Biased Data Clustering", Korea Convergence Security Association (KCSA), June. 2023. 

• Yu-Ran Jeon, Jung-Hwa Ryu, Jung-Hyun Moon, Ye-sol Oh and Il-Gu Lee, “Adaptive Cryptography for Lightweight and Low-cost IoT Devices”, The 23rd World Conference on Information Security Applications(WISA), 2022. (Poster) : presenter 

• Yu-Ran Jeon, Soyoung Joo, Il-Gu Lee, “A Study on the Lightweight Encryption Method for Secure MQTT Communication”, The Korea Institute of information and Communication Engineering (KIICE), May, 2022. : presenter

• Yu-Ran Jeon, Seo-Gyeong Kwon, Su-Bin Choi, Suhri Kim, “Implementation of PIPO-AVX optimization by combining the bitslice structure and CTR mode of operation”, The Korea Institute of Information Security and Cryptography (KIISC), Nov, 2021. : presenter

• Hye-Yeon Shin, Yu-Ran Jeon, Seo-Gyeong Kwon, “Research on how to use MPC for safe key management-Trends and Significance”, The Korea Institute of Information Security and Cryptography (KIISC), Nov, 2021.

• Student travel grant, 2023, by International Telecommunication Networks and Applications Conference (ITNAC)

“CaliProb: Probability-based Calibration Model for Robust Predictions in Environments with Data Biases”

• Encouragement Award(sponsoring institution head/CEO award), 2023, by KIPO Commissioner Award, Campus Patent Universiade(CPU)
  
  “Service/Function/Product Commercialization Strategy for DAL-e Service Robots”

• Excellent Paper Award, by KCSA President, in 2023 Korea Convergence Security Association (KCSA) Conference 

“DEC: Dynamic Elliptical Clustering Technique for Biased Data Clustering ”

• Encouragemet Award, by KCSA President, in 2023 Korea Convergence Security Association (KCSA) Conference 

“Random Sample Test-based Machine Learning Model Selection Technique for Internet of Things ”

• Bronze Award, by The Korean Association for Industrial Security(KAIS), in 2022 Industrial Security Paper Contest
  
  “Technical and legal management measures to prevent technology leakage in the digital therapeutic industry"

• Encouragement Award(sponsoring institution head/CEO award), 2022, by KIPO Commissioner Award, Campus Patent Universiade(CPU)
  
  “Establishment of Patent Strategy for Digital Therapeutics”

• Excellence Award by Dankook University, 2021 DKU Security Convergence Ideas Hackathon
  
  “Improve security and user convenience by activating biometric authentication on PC”

• Excellence Award by NSR(National Security Research institute), 2021 SCR-Friendly Lightweight Block Cryptography PIPO High Speed Implementation/SCA/Use Case Competition
  
  “Implementation of PIPO-AVX optimization by combining the bitslice structure and CTR mode of operation”