CV
Jihyeon Ryu
Assistant Professor, School of Computer and Information Engineering, Kwangwoon University
Research Interest
- Cyber Security
- Machine Learning
- User Authentication
Education
- Sejong Science High School (Early graduation), 2011.3 - 2013.2
- B.S. Department of Mathematics, Sungkyunkwan University, 2013.3 - 2018.2
- B.S. Department of Computer Engineering, Sungkyunkwan University, 2015.3 - 2018.2
- Ph.D. Department of Computer Science and Engineering, Sungkyunkwan University, 2018.3 - 2023.2
Publications
Taewoong Kang, Jihyeon Ryu. (2024). "Study on the Application of Differential Privacy Based on Data Characteristics." CISC-S 2024, Korea Institute of Information Security and Cryptology.
Somi Lim, HyeonJun Yoo, Seoyeon Choi, Jihyeon Ryu. (2024). "A Study on Anti-Analysis Technique Detection Using Graph Neural Network." CISC-S 2024, Korea Institute of Information Security and Cryptology.
Naryun Woo, Jihyeon Ryu. (2024). "Trends in Homomorphic Encryption Research." CISC-S 2024, Korea Institute of Information Security and Cryptology.
Hyungbeom Jang, Jihyeon Ryu. (2023). "A Study on Deep Neural Network for User Privacy Based on Split Learning and Homomorphic Encryption." CISC-W 2023, Korea Institute of Information Security and Cryptology.
Sangjin Kook, Keunok Kim, Jihyeon Ryu, Youngsook Lee, Dongho Won. (2024). "Lightweight Hash-Based Authentication Protocol for Smart Grids." Sensors. 24(10), 3085.
Taewoong Kang, Naryun Woo, Jihyeon Ryu. (2024). "Enhanced Lightweight Medical Sensor Networks Authentication Scheme Based on Blockchain." IEEE ACCESS. 12, 35612 - 35629.
Hyungbeom Jang, Jihyeon Ryu. (2023). "A Study on Deep Neural Network for User Privacy Based on Split Learning and Homomorphic Encryption." Korea Institute of Information Security and Cryptology.
Hyungbeom Jang, Jihyeon Ryu. (2023). "A Study of the Audio Data Split Learning Model to Protect User Privacy." Korea Information Processing Society.
Hakjun Lee, Jihyeon Ryu, Dongho Won. (2023). "Secure and Anonymous Authentication Scheme for Mobile Edge Computing Environments." IEEE Internet of Things Journal.
Keunok Kim, Jihyeon Ryu, Hakjun Lee, Youngsook Lee, Dongho Won. (2023). "Distributed and Federated Authentication Schemes Based on Updatable Smart Contracts"; Electronics. 12(5), 1217.
Keunok Kim, Jihyeon Ryu, Youngsook Lee, Dongho Won. (2023). "An Improved Lightweight User Authentication Scheme for the Internet of Medical Things"; Sensors. 23(3), 1122.
Jihyeon Ryu, Keunok Kim, Dongho Won.(2023). “A Study on Partially Homomorphic Encryption.” IMCOM. 1-4.
Jihyeon Ryu, Yifeng Zheng, Yansong Gao, Alsharif Abuadbba, Junyaup Kim, Dongho Won, Surya Nepal, Hyoungshick Kim, Cong Wang. (2022). "Can differential privacy practically protect collaborative deep learning inference for IoT?"; Wireless Networks. 1 - 21.
Jihyeon Ryu, Hyoungshick Kim, Dongho Won. (2022). "A New Lightweight and Anonymous Authentication Scheme for IoT." IEEE Access. 10, 26907 - 26919.
Jihyeon Ryu, Hyoungshick Kim, Dongho Won. (2022). "Improved Secure and Efficient Chebyshev Chaotic Map-Based User Authentication Scheme." IEEE Access. 10, 15891 - 15910.
Jihyeon Ryu, Dongho Won, Youngsook Lee. (2022). "A Study of Split Learning Model." IMCOM. 1-4.
Jihyeon Ryu, Dongho Won. (2021). "A Survey of Signature System using Bilinear Pairing." Korea Information Processing Society.
Jihyeon Ryu, Dongho Won, Youngsook Lee (2021). "A Study of Split Learning Model to Protect Privacy." *Convergence Security Journal*. 21(3), 49-56.
Hakjun Lee, Jihyeon Ryu, Youngsook Lee, Dongho Won. (2021). "Security Analysis of Blockchain-based User Authentication for Smart Grid Edge Computing Infrastructure." IMCOM. 1-4.
Jihyeon Ryu, Dongwoo Kang, Hakjun Lee, Hyoungshick Kim, Dongho Won. (2020). "A Secure and Lightweight Three-Factor-Based Authentication Scheme for Smart Healthcare Systems." Sensors. 20(24).
Fikadu Degefa, Jihyeon Ryu, Hyoungshick Kim, Dongho Won. (2022). "MES-FPMIPv6: MIH-Enabled and enhanced secure Fast Proxy Mobile IPv6 handover protocol for 5G networks." PLOS ONE.
Hakjun Lee, Dongwoo Kang, Jihyeon Ryu, Dongho Won, Hyoungshick Kim, Youngsook Lee. (2020). "A three-factor anonymous user authentication scheme for Internet of Things environments." Journal of Information Security and Applications. 52(6).
Jihyeon Ryu, Hyoungshick Kim, Youngsook Lee, Dongho Won. (2020). "Cryptanalysis of Protocol for Heterogeneous Wireless Sensor Networks for the Internet of Things Environment." IMCOM 2020. 1 - 4.
Sewan Ha, Jihyeon Ryu, Hyoungshick Kim, Dongho Won, Youngsook Lee. (2019). "Cryptanalysis of Kumar et al.’s Authentication Protocol for Wireless Sensor Networks." Information Science and Applications. 329 - 340.
Jihyeon Ryu, Youngsook Lee, Dongho Won. (2019). "Cryptoanalysis of Lightweight and anonymous three-factor authentication and access control protocol for real-time applications in wireless sensor networks." ICCST 2019. 341 - 349.
Jihyeon Ryu, Hakjun Lee, Hyoungshick Kim, Dongho Won. (2018). "Secure and efficient three-factor protocol for wireless sensor networks." Sensors. 18(12).
Jihyeon Ryu, Taeui Song, Jongho Moon, Hyoungshick Kim, and Dongho Won. (2018). " Cryptanalysis of Improved and Provably Secure Three-Factor User Authentication Scheme for Wireless Sensor Networks." ICCST 2018. 49 - 58.
Taeui Song, Dongwoo Kang, Jihyeon Ryu, Hyoungshick Kim, and Dongho Won. (2018). "Cryptanalysis and Improvement of an ECC-based Authentication Protocol for Wireless Sensor Networks." ICCSA 2018. 50 - 61.
Teaching Assistant
Experience
Honors and Awards
- Samsung Science Scholarship (full tuition) 2013.3 - 2018.2
- Software Department Excellence Research Awards Grand Prize 2019.2
- Software Department Excellence Research Awards Excellence Prize 2021.2
- Graduate Merit Scholarship 2018.3 - present
- SimSan Scholarship 2018.3, 2018.9, 2019.3, 2019.9, 2020.3, 2020.9