• 전자통신동향분석
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• 제35권1호
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• pp.12-24
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• 2020

To keep pace with other powerful nations in this era of the era of digitalization and to emerge stronger in the world, the defense forces of South Korea aim to innovate and prepare themselves for digital battlefields of possible wars in the future. The resources in the defense sector, which is the core of defense intelligence, is based on an intelligent mission collaboration tactical network system via cyber, command, control, communication, and computer (C4), and military and non-human weapons. Defense intelligence depends on the degree of the convergence of advanced Information and communication technologies (ICTs). Considering this aspect of defense intelligence, We plan to determine the application status of defense blockchain technology and examine the feasibility of applying blockchain technology and the core of applied technology. Generally, a key feature of blockchain technology is its data integrity in untrusted environments. There are various types of core technologies for the blockchain depending on the target areas of application in the defense sector, and it is also essential to derive new application strategies for core technologies that are applied in combination with other ICT technologies. We plan to demonstrate new defense ICT converged technologies (DNAB2: Data, Network, AI, BigData, Blockchain) and DNAB2-As-Services in the defense strategy.

• Journal of Information Processing Systems
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• 제16권2호
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• pp.239-245
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• 2020

Blockchain, machine learning, and big data are among the key components of the future IT track. These technologies are used in various fields; hence their increasing application. This paper discusses the technologies developed in various research fields, such as data representation, Blockchain application, 3D shape recognition and classification, query method, classification method, and search algorithm, to provide insights into the future paradigm. In this paper, we present a summary of 18 high-quality accepted articles following a rigorous review process in the fields of Blockchain, machine learning, and big data.

• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2022년도 춘계학술대회
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• pp.573-576
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• 2022

Currently, the world has known many innovative technologies created to bring users to interact using the internet. The latest buzzword attracting attention both from industry and academia is the metaverse. The metaverse is a virtual environment in which people used virtual reality and augmented reality devices to carry out numerous virtual activities. At first, metaverse applications were mostly virtual games, but now with advances in research, many other applications and technologies are integrating the metaverse among which manufacturing, real estate, healthcare, military, and many others. The proper operation of these applications requires some technologies like blockchain and artificial intelligence. In this paper, we investigate the role of blockchain and AI in the metaverse. This work aims to present the eventual use cases of these technologies in the metaverse regardless of their application domain.

• 한국융합학회논문지
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• 제12권4호
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• pp.51-60
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• 2021

최근 네트워크 및 하드웨어 기술이 발전하여 블록체인 기술과 보안을 융합하는 연구가 활발히 진행되고 여러 네트워크 기술에 적용되고 있다. 기존의 블록체인을 활용한 기술을 분석하고 제한된 환경에서 비공개 블록체인을 활용한 파일의 무결성을 검증하는 모델을 제안한다. 제안하는 모델은 비공개 블록체인 플랫폼인 하이퍼레저 패브릭의 체인코드로 작성하고 비공개 블록체인 통합 관리 플랫폼인 하이퍼레저 익스플로러를 통해 파일의 무결성 검증을 확인할 수 있다. 제안한 모델의 성능을 개발자 관점과 사용자 관점에서 분석했다. 블록체인 플랫폼을 실행하기 위한 다양한 모듈의 버전에 따른 호환성 문제가 존재하고 체인코드 상태와 그룹 등 제한된 요소만 확인이 가능하다는 결과를 얻었다.

• International Journal of Computer Science & Network Security
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• 제22권12호
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• pp.37-50
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• 2022

Modern supply chains include multiple activities from collecting raw materials to transferring final products. These activities involve many parties who share a huge amount of valuable data, which makes managing supply chain systems a challenging task. Current supply chain management (SCM) systems adopt digital technologies such as the Internet of Things (IoT) and blockchain for optimization purposes. Although these technologies can significantly enhance SCM systems, they have their own limitations that directly affect SCM systems. Security, performance, and scalability are essential components of SCM systems. Yet, confidentiality and scalability are one of blockchain's main limitations. Moreover, IoT devices are lightweight and have limited power and storage. These limitations should be considered when developing blockchain-based IoT-SCM systems. In this paper, the requirements of efficient supply chain systems are analyzed and the role of both IoT and blockchain technologies in providing each requirement are discussed. The limitations of blockchain and the challenges of IoT integration are investigated. The limitations of current literature in the same field are identified, and a secure and scalable blockchain-based IoT-SCM system is proposed. The proposed solution employs a Hyperledger fabric blockchain platform and tackles confidentiality by implementing private data collection to achieve confidentiality without decreasing performance. Moreover, the proposed framework integrates IoT data to stream live data without consuming its limited resources and implements a dualstorge model to support supply chain scalability. The proposed framework is evaluated in terms of security, throughput, and latency. The results demonstrate that the proposed framework maintains confidentiality, integrity, and availability of on-chain and off-chain supply chain data. It achieved better performance through 31.2% and 18% increases in read operation throughput and write operation throughput, respectively. Furthermore, it decreased the write operation latency by 83.3%.

• 한국전자거래학회지
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• 제23권3호
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• pp.173-187
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• 2018

2008년 사토시 나카모토(Satoshi Nakamoto)가 중앙 금융기관 없이 개인과 개인 간의 온라인 지불을 가능하게 하기 위하여 P2P(peer to peer) 네트워크를 이용한 이중지불 문제의 해결을 포함한 '비트코인(Bitcoin)'이라는 개인 간 전자화폐 시스템을 제안한 이후 블록체인은 4차 산업혁명에서 산업혁명 사이클 전주기에 영향을 미치는 범용기술로서 자리를 잡아가고 있다. 본 연구에서는 블록체인이 이러한 범용기술로서의 급격한 확산과 활용이 혁신이론 관점에서 어떠한 혁신성을 가지고 있는지를 분석하였다. 분석결과 블록체인은 '물리적 기술'의 특성뿐만 아니라 인간의 사회적 상호작용을 위한 '사회적 기술'로서의 특성을 가지고 있어 기술혁신과 사회혁신을 동시에 수반하는 혁신성을 가지고 있었다. 블록체인의 다양한 혁신성에 대한 본 연구의 접근은 블록체인의 이해를 높이고 향후 정책적 의사결정에 유용성을 제공할 것으로 기대된다.

• International Journal of Computer Science & Network Security
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• 제21권7호
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• pp.1-7
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• 2021

An amazing growth in the field of Internet of Things (IoT) and Blockchain based smart cities from both industry and academia has been witnessed in the recent years. There are many smart applications such as intelligent transportation, smart banking, improving the life style of citizen, energy consumption and managing the waste in the city, handling home needs are supporting the Smart city concept. These applications are profoundly supported by the advanced technologies like Blockchain as well as IoT in the recent past. Smart cities can be supported by the Blockchain core concepts such as secure, transparent, decentralized and immutable nature. Still, Blockchain and IoT technologies implementation in smart cities are in their early stages and significant research efforts are desirable to integrate them. This review article explores the roles and responsibilities of Blockchain and IoT in building smart cities.

• International Journal of Computer Science & Network Security
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• 제23권11호
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• pp.110-116
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• 2023

Data confidentiality refers to the characteristic that information kept undisclosed or hidden from unauthorized parties. It considered a key security requirement in current supply chain management (SCM) systems. Currently, academia and industry tend to adopt blockchain and IoT technologies in order to develop efficient and secure SCM systems. However, providing confidential data sharing among these technologies is quite challenging due to the limitations associated with blockchain and IoT devices. This review paper illustrates the importance of preserving data confidentiality in SCM systems by highlighting the state of the art on confidentiality-preserving methodologies in the context of blockchain based IoT-SCM systems and the challenges associated with it.

• International Journal of Computer Science & Network Security
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• 제21권3호
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• pp.185-190
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• 2021

The article provides a literary and analytical review in the following areas of search: problems and prerequisites for changes in the field of education, innovations and innovative models in education, the use of new technologies in teaching. A proposal for a business plan and accompanying documentation for a new methodology based on blockchain technologies were developed, to assess the economic efficiency of the project. The main systems of the new model were modeled on the basis of the proposed methodology, to develop a prototype based on the project documentation.

• 디지털융복합연구
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• 제19권5호
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• pp.315-320
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• 2021

다양한 목적의 블록체인 플랫폼이 개발되어 블록체인 생태계가 발전되는 와중에 각 블록체인들이 고립돼서 운용되는 상호운용성 문제가 나타나고 있다. 이에 본 연구에서 블록체인들을 연결해주는 블록체인인 인터체인과 사이드체인 기술을 소개하고 이를 적용함으로써 이기종 블록체인간 거래와 기능을 사용하는 예를 설명하였다. 또한, 4차 산업혁명에서 주목받는 기술인 블록체인, 인공지능, IoT 각각의 기술들이 독자적인 발전과정을 넘어서서 서로 융합하여 발전하는 과정을 거치고 있다. 이에 대해서 블록체인에 인공지능을 또는 IoT가 결합하는 과정들을 제시하고 더불어 블록체인과 인공지능 IoT의 결합을 이기종 블록체인간의 거래와 교류를 위한 과정에 적용해서 개입 없이 작동할 수 있는 모델을 제안하였다.