Journal Article

International

• Siwan Noh, Sang Uk Shin and Kyung-Hyune Rhee, "CoFT: A Fair and Transparent Compensation Framework for Hierarchical Federated Learning," applied sciences, Vok.15, No.23, 2025.11.

• Igugu Tshisekedi Etienne, Muhammad Firdaus, Cho Nwe Zin Latt, Siwan Noh, and Kyung-Hyune Rhee, "Hyperledger Fabric-Powered Network Slicing Handover Authentication," Information Systems Frontiers, Accepted, 2024.12.

• Siwan Noh, and Kyung-Hyune Rhee, "Transparent and Accountable Training Data Sharing in Decentralized Machine Learning Systems," Computers, Materials & Continua(CMC), Vol.79, No.3, pp.3805-3826, 2024.06.

• Zhuohao Qian, Muhammad Firdaus, Siwan Noh, and Kyung-Hyune Rhee, "A Blockchain-Based Auditable Semi-Asynchronous Federated Learning for Heterogeneous Clients," IEEE Access, Vol.11, pp.133394-133412, 2023.11.

• Muhammad Firdaus, Siwan Noh, Zhuohao Qian, Harashta Tatimma Larasati, Kyung-Hyune Rhee, "Personalized federated learning for heterogeneous data: A distributed edge clustering approach," Mathematical Biosciences and Engineering(MBE), Vol.2023, No. 6, 2023.04.

• Siwan Noh, Muhammad Firdaus, and Kyung-Hyune Rhee, "Commentary: Integrated Blockchain-Deep Learning Approach for Analyzing the Electronic Health Records Recommender System," Frontiers in Public Health, Vol.11-2023, 2023.04.

• Siwan Noh, Donghyun Kim, Zhipeng Cai, and Kyung-Hyune Rhee., "A Novel User Collusion-Resistant Decentralized Multi-Authority Attribute-Based Encryption Scheme using Deposit on Blockchain," Wireless Communications and Mobile Computing(WCMC), Vol.2021, Article ID 9506796, 2021.07.

• Siwan Noh, Sang Uk Shin and Kyung-Hyune Rhee, "PyRos: A State Channel-Based Access Control System for a Public Blockchain Network," Security and Communication Networks, Vol.2020, Article ID 8891183, 2020.11.

• Sandi Rahmadika, Siwan Noh, Kyeongmo Lee, Bruno Joachim Kweka, and Kyung-Hyune Rhee, "The Dilemma of Parameterizing Propagation Time in Blockchain P2P Network," Journal of Information Processing Systems(JIPS), Vol.16, No. 3, pp.699-717, 2020.06.

• Youngho Park, Chul Sur, Si-Wan Noh and Kyung-Hyune Rhee, "Self-Controllable Secure Location Sharing for Trajectory-Based Message Delivery on Cloud-Assisted VANETs," Sensors, Vol.18, No.7, 2018.07.

• Si-Wan Noh, Youngho Park, Chul Sur, Sang Uk Shin, Kyung-Hyune Rhee, "Blockchain-Based User-Centric Records Management System," International Jounal of Control and Automation, Vol.10, No.11, pp.133~144, 2017.11

Domestic

• 노시완, 이경현, “안전한 블록체인 기반 서비스를 위한 개인키 관리 가이드라인," 한국정보보호학회 논문지, Vol.32, No.5, pp.899~914, 2022.10.

• 노시완, 장설아, 이경현, “블록체인 분산신원증명에 기반한 탈중앙화된 마스크 중복구매 확인 시스템," 한국정보처리학회 논문지 컴퓨터 및 통신시스템, Vol.9, No.12, pp.315~320, 2020.12.

• 노시완, 이경현, “A Study on the analysis and Solutions of the Blockchain Security Issues," 한국인터넷정보학회 논문지, Vol.20, No.4, pp.1~11, 2019.08.

• 노시완, 이경현, “퍼블릭 블록체인의 보안위협과 블록체인 확장성 문제의 연관성에 대한 분석," 한국정보보호학회 학회지, Vol.28, No.3, pp.26~32, 2018.06.

• 노시완, 박영호, 이경현, “원격 건강정보 모니터링 시스템에서 신원기반 프록시 재암호화 기법을 이용한 건강정보 전송 프로토콜,” 한국정보처리학회 논문지, Vol.6, No.4, pp.197-202, 2017.4.

• 노시완, 박영호, 이경현, “원격 헬스케어 모니터링 시스템에서 키 격리기법을 이용한 개선된 건강정보 전송 보안 프로토콜,” 한국멀티미디어학회 논문지, Vol.19, No.12, pp.1981-1991, 2016.12.

• 박영호, 노시완, 이경현, “원격 건강정보 모니터링 시스템을 위한 개선된 익명인증 기법,” 한국정보보호학회 논문지, Vol.26, No.6, pp.1551-1560, 2016.12.