Members
Assistant Professor, Ph. D.
Department of Computer Science and Engineering, Sejong University
E-mail: mckim@sejong.ac.kr
Education
Ph.D. Dept. of Electrical and Computer Engineering, Seoul National University (2020)
B.S. Dept. of Electrical and Computer Engineering, Seoul National University (2014)
Work experience
Assistant Professor @ Sejong University (2024.9 ~)
Assistant Professor @ Jeonbuk National University (2022.9 ~2024.8)
Staff engineer @ Samsung research (2021.5 ~ 2022.8) : 6G communication researcher
Staff engineer @ Samsung electronics (2020.4 ~ 2021.4) : 5G communication system developer
Research Interests
Private information retrieval
Coded computation
Federated learning
Projects (Principal Investigator)
분산 시스템에서의 융합 보안 연구 (한국연구재단 개인기초연구-기본연구, RS-2023-0023952, 2023.06 - 2026.02)
A study on convergence security in distributed systems (National Research Foundation, RS-2023-0023952, 2023.06 - 2026.02)
Patents
4. LEE Kwonjong, M Kim, J Lee, Y Jang, J Jungsoo, "Method and device for measuring interference between terminals in full-duplex communication system", US Patent App. 18/877,914 (Application)
3. M Kim, LEE Kwonjong, J Lee, J Jungsoo, "Method and device for controlling interference signal measurement in wireless communication system", US Patent App. 18/724,430, (Application)
2. DH Lee, M Kim, SH Kim, H Ju, J Park, "Method and apparatus for transmitting and receiving polar code", US Patent 12,362,855 (Registration)
1. LEE Kwonjong, M Kim, J Lee, J Jungsoo, "Method and apparatus for measuring of ue-to-ue crosslink interference in wireless communication system", US Patent App. 18/480,209 (Application)
Publications
7. Minchul Kim and Sangwoo Hong, "Information‐Theoretically Private Federated Submodel Learning With Byzantine Local Updates", IET Electronics Letters, vol. 61, no. 1, e70268, Apr. 2025
6. Minchul Kim, Heecheol Yang, and Jungwoo Lee, "Fully private and secure coded matrix multiplication with colluding workers", ICT Express, vol. 9, no. 4, pp. 722-727, Aug. 2023.
5. Anders Host-Madsen, Heecheol Yang, Minchul Kim, and Jungwoo Lee, "Repair Rates of Multiple Descriptions on Distributed Storage," Entropy, 24, 612, pp. 1-19, Apr. 2022.
4. Minchul Kim, and Jungwoo Lee, “Information-Theoretic Privacy in Federated Submodel Learning,” ICT Express, vol. 9, no. 3, pp. 415-419, Jun. 2023.
3. Minchul Kim, Heecheol Yang, and Jungwoo Lee, “Fully Private Coded Matrix Multiplication from Colluding Workers,“ IEEE Communications Letters, vol.25, no.3, pp. 730 – 733, Mar. 2021.
2. Minchul Kim, and Jungwoo Lee, “Private Secure Coded Computation,” IEEE Communication letters, vol.23, no.11, pp.1918-1921, Nov. 2019.
1. Minchul Kim, Heecheol Yang, and Jungwoo Lee, “Private Coded Matrix Multiplication,” IEEE Transaction on Information Forensics & Security, vol.15, pp. 1434-1443, Sep. 2019.
2. Minchul Kim, and Jungwoo Lee, “Private Secure Coded Computation,” 2019 IEEE International Symposium on Information Theory, Paris, France, Jul. 7-12, 2019.
1. Minchul Kim, Heecheol Yang, and Jungwoo Lee, “Cache-aided private information retrieval,” 2017 51st Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, Oct. 29-Nov. 1, 2017.
3. 김민철, "인기도를 고려한 하이브리드 캐시 기반의 약화된 프라이버시 보장 행렬 곱 기법", 한국통신학회논문지 , 2026.9 (게재예정)
2. 김민철, 양희철, "Look-Up Table을 이용한 부호화 기반 프라이버시 보장 행렬 곱 기법", 한국통신학회논문지 , vol. 48, no. 10, pp. 1211-1214, 2023.10.
1. 이혁, 이형일, 조재학, 김민철, 소병현, 이정우 “빅데이터 분석을 위한 Rank-Sparsity 기반 신호처리 기법”,한국통신학회지 정보와 통신, vol. 31 no. 11, pp. 35-45, 2014.11.
3. 김민철, 이정우, “분산 컴퓨팅을 위한 계층적 다항 부호 연구”,2018년도 한국통신학회 하계종합학술발표회, 2018. 6.
2. 김민철, 양희철, 이정우, “캐시를 접목한 Private Information Retrieval”,한국통신학회 추계종합학술발표회, 2016. 11.
1. 김민철, 이정우, “Product Matrix MBR 코드의 계산량을 줄이는 방법에 관한 연구”, 한국통신학회 동계종합학술발표회, 2016. 1.