Distributed Networks Lab.

Members

Professor - Minchul Kim

Assistant Professor, Ph. D.

Department of Computer Science & Artificial Intelligence (CS&AI), Jeonbuk National University

E-mail: mc.kim@jbnu.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 @ JBNU (2022.9 ~)

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

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

3. 이동훈, 김민철, 김상효, 주효상, 박지상, "극 부호의 송수신을 위한 방법 및 장치 (METHOD AND APPARATUS FOR TRANSMITTING AN RECEIVING POLAR CODE)", (국내 출원: 1020230062695 (2023.05.15))

2. 이권종, 김민철, 이주호, 장영록, 정정수, "전이중(full-duplex) 통신 시스템에 있어서, 단말 간 간섭 측정을 위한 방법 및 장치 (APPARATUS AND METHOD FOR MEASURING UE-TO-UE INTERFERENCE IN A FULL-DUPLEX COMMUNICATION SYSTEM)", (국내 출원: 1020220076912 (2022.06.23))

1. 김민철, 이권종, 이주호, 정정수, "무선 통신 시스템에서 간섭 신호 측정을 제어하는 방법 및 장치 (METHOD FOR CONTROLLING MEASUREMENT OF INTERFERENCE SIGNAL IN WIRELESS COMMUNICATION SYSTEM AND APPARATUS THEREOF)", (국내 출원: 1020220000337 (2022.01.03))

Publications

International journals

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.

International conferences

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.

Domestic journals

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.

Domestic conferences

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.