• Title/Summary/Keyword: 보안 클라우드

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Quantum Price Estimation Model using Bayesian Network (베이지안 네트워크 기반 양자 가격 예측 모델)

  • Kim, Juon;Yun, Seok-Min;Shin, Soyoung;Kim, Aeyoung
    • Proceedings of the Korea Information Processing Society Conference
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    • 2021.05a
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    • pp.269-272
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    • 2021
  • 본 논문에서는 변수간의 다양한 관계 분석 또는 예측 모델에 많이 적용되는 베이지안 네트워크 모델에 대한 양자 회로를 설계하고, 설계한 양자 회로를 '모여봐요! 동물의 숲' 게임에서 진행되는 무 거래에 대한 무값을 예측하는 시나리오에 적용했다. 제안한 양자 가격 예측 모델은 양자 회로로 표현했으며 IBM 의 Qiskit 을 이용해 구현하였다. 구현한 회로는 시뮬레이션 백엔드 뿐만아니라 IBM 에서 클라우드로 제공하는 실제 양자 컴퓨터 2 종의 백엔드에 실행하였고, 실행 결과와 설계한 회로를 바탕으로 제안한 모델의 성능을 분석하여 제안 모델의 효용성을 보였다.

Entrance record, Safety detection Service for single-person household (1 인 가구를 위한 출입 기록, 안전 감지 서비스)

  • Lee, Jun-Hyoung;Park, Hyun-Sun;Han, Hee-Gu
    • Proceedings of the Korea Information Processing Society Conference
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    • 2021.11a
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    • pp.1093-1096
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    • 2021
  • 우리는 1 인 가구가 늘어나고 있고 주거 침입 사고도 많이 발생하고 있는 현재 사회에 맞게 도어락에 보안을 강화하고, 집안에 CCTV 를 설치하여 감시하는 서비스를 제공하여 거주자의 불안감을 덜어내도록 한다. 사용한 H/W 는 아두이노와 지문인식센서로 도어락의 지문인증에, 라즈베리파이와 웹 캠은 도어락의 얼굴인증, CCTV 에 사용하여 구축했다. 또한 도어락 인증에 성공하면 집 모형의 문을 열어주기 위해 서보 모터를 사용했다. 사용한 S/W 는 데이터 저장, 얼굴 인증은 AWS 클라우드 서비스를 활용했고, 스마트폰 알람은 FCM 을 사용하였다. OpenCV 를 사용해 움직임 감지를 하고, Flask, Ngrok 를 활용해 실시간 스트리밍이 가능하도록 했다. 어플에서는 관리자가 데이터를 관리(조회, 추가, 삭제)를 할 수 있다.

A Study on Strategies for Applying Zero Trust (제로 트러스트 적용 전략에 관한 연구)

  • Lee, Daesung
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.10a
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    • pp.461-463
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    • 2021
  • With the recent increase in remote access due to network expansion, cloud infrastructure expansion, and telecommuting, the need to be vigilant not only from external access but also from internal access is increasing. Because of this, a new network security model called zero trust is attracting attention. In this paper, we will briefly introduce the concept of zero trust and examine strategies for applying zero trust according to various business environments.

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Optimization of SGX library OS for executing multi-thread JavaScript application (멀티쓰레드 자바스크립트 어플리케이션 실행을 위한 SGX library OS 최적화)

  • Chul-Min Lee;Byoung-Young Lee
    • Proceedings of the Korea Information Processing Society Conference
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    • 2024.05a
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    • pp.226-228
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    • 2024
  • 자바스크립트는 어플리케이션 및 서비스를 개발하는 주요한 언어 중 하나이다. 자바스크립트는 현재 서버 측에서도 널리 사용되고 있으며 서버에서 계산 집약적인 어플리케이션을 수행하기 위해 멀티쓰레드 기능도 최근 추가되었다. 이 논문에서는 Intel SGX 를 활용하여 클라우드 환경에서 자바스크립트 어플리케이션에 대한 보안을 강화하려는 시도를 다룬다. 그 과정에서 SGX 의 library OS 가자바스크립트 어플리케이션을 수행하는 데에 있어서 발생하는 성능 저하를 다루며, 이를 최적화하여 극복하는 방안을 제시한다. 또한, 실험 결과를 통해 제안된 최적화 기법이 어떻게 성능을 향상시키는지를 확인한다.

A Study on the Open Platform Architecture for the Integrated Utilization of Spatial Information and Statistics (공간정보와 통계정보의 융합 활용을 위한 오픈플랫폼 아키텍처에 관한 연구)

  • Kim, Min-Soo;Yoo, Jeong-Ki
    • Journal of Cadastre & Land InformatiX
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    • v.46 no.2
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    • pp.211-224
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    • 2016
  • Based on the 'Government 3.0', the government opens the public data and encourages the active use in the private sector. Recently, the spatial and statistical information that is one of the public data is being widely used in the various web business as a high value-added information. In this study, we propose an architecture of high-availability, high-reliability and high-performance open platform which can provide a variety of services such as searching, analysis, data mining, and thematic mapping. In particular, we present two different system architectures for the government and the public services, by reflecting the importance of the information security and the respective utilization in the private and public sectors. We also compared a variety of server architecture configurations such as a clustered server configuration, a cloud-based virtual server configuration, and a CDN server configuration, in order to design a cost- and performance-effective spatial-statistical information open platform.

QEMU/KVM Based In-Memory Block Cache Module for Virtualization Environment (가상화 환경을 위한 QEMU/KVM 기반의 인메모리 블록 캐시 모듈 구현)

  • Kim, TaeHoon;Song, KwangHyeok;No, JaeChun;Park, SungSoon
    • Journal of KIISE
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    • v.44 no.10
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    • pp.1005-1018
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    • 2017
  • Recently, virtualization has become an essential component of cloud computing due to its various strengths, including maximizing server resource utilization, easy-to-maintain software, and enhanced data protection. However, since virtualization allows sharing physical resources among the VMs, the system performance can be deteriorated due to device contentions. In this paper, we first investigate the I/O overhead based on the number of VMs on the same server platform and analyze the block I/O process of the KVM hypervisor. We also propose an in-memory block cache mechanism, called QBic, to overcome I/O virtualization latency. QBic is capable of monitoring the block I/O process of the hypervisor and stores the data with a high access frequency in the cache. As a result, QBic provides a fast response for VMs and reduces the I/O contention to physical devices. Finally, we present a performance measurement of QBic to verify its effectiveness.

Records and Information Management Issues and Trends Traced from ARMA's 'Information Management' ('Information Management'지에 나타난 기록정보관리 분야의 이슈와 동향)

  • Yoon, Yeo Hyun;Lee, Bo Ram;Choi, Dong Woon;Choi, Yun Jin;Yim, Jin Hee
    • Journal of the Korean Society for information Management
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    • v.33 no.4
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    • pp.245-267
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    • 2016
  • ARMA International has been leading education and publication in records and information management industry worldwide. This study aimed to trace issues and trends in international records and information management field through analysing the articles brought up in Information Management, which is ARMA International's official magazine. Further analysis was also conducted on noticeable subjects from the magazine in order to realize where we currently are. Scanning the contents of Information Management would definitely provide with implications and suggestions to Korean private companies as well as records management communities.

Initial Authentication Protocol of Hadoop Distribution System based on Elliptic Curve (타원곡선기반 하둡 분산 시스템의 초기 인증 프로토콜)

  • Jeong, Yoon-Su;Kim, Yong-Tae;Park, Gil-Cheol
    • Journal of Digital Convergence
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    • v.12 no.10
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    • pp.253-258
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    • 2014
  • Recently, the development of cloud computing technology is developed as soon as smartphones is increases, and increased that users want to receive big data service. Hadoop framework of the big data service is provided to hadoop file system and hadoop mapreduce supported by data-intensive distributed applications. But, smpartphone service using hadoop system is a very vulnerable state to data authentication. In this paper, we propose a initial authentication protocol of hadoop system assisted by smartphone service. Proposed protocol is combine symmetric key cryptography techniques with ECC algorithm in order to support the secure multiple data processing systems. In particular, the proposed protocol to access the system by the user Hadoop when processing data, the initial authentication key and the symmetric key instead of the elliptic curve by using the public key-based security is improved.

Service Delivery Time Improvement using HDFS in Desktop Virtualization (데스크탑 가상화에서 HDFS를 이용한 서비스 제공시간 개선 연구)

  • Lee, Wan-Hee;Lee, Bong-Hwan
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.16 no.5
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    • pp.913-921
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    • 2012
  • The current PC-based desktop environment is being converted into server-based virtual desktop environment due to security, mobility, and low upgrade cost. In this paper, a desktop virtualization system is implemented using an open source-based cloud computing platform and hypervisor. The implemented system is applied to the virtualziation of computer in university. In order to reduce the image transfer time, we propose a solution using HDFS. In addition, an image management structure needed for desktop virtualization is designed and implemented, and applied to a real computer lab which accommodates 30 PCs. The performance of the proposed system is evaluated in various aspects including implementation cost, power saving rate, reduction rate of license cost, and management cost. The experimental results showed that the proposed system considerably reduced the image transfer time for desktop service.

Inter-Industries Convergence Strategies of Geospatial Information Industry based on Cloud Computing Technologies for Overseas Expansion (공간정보산업 해외진출을 위한 클라우드 컴퓨팅 기반 산업 간 융합 방안 연구)

  • Lim, Yong-Min;Lee, Jae-Yong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.6
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    • pp.3769-3777
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    • 2015
  • Overseas Expansion is essential to expand domestic geospatial industries in a state of saturation. But current overseas expansion method has be limited to expand global market. Inter-industries convergence strategies may be most resonable alternative to expand global market through raising expansion possibility to developing countries with ODA funds and to developed countries with converging global competitive industries. This research analyzed the industry to develop a suitable way fusion between these industries. As a result, easiness of convergence, confidentiality of information, complementarity of poor infrastructure, responsiveness of various demands and sustainability of system are needed to successful convergence on multiple industries. This convergence framework is consists of geospatial convergence common framework based on cloud computing, inter-industries convergence model and institutional supporting system for overseas expansion.