A Cloud Solution for Securing Medical Image Storage

IF 0.3 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Journal of Information and Organizational Sciences Pub Date : 2020-06-25 DOI:10.31341/jios.44.1.5
M. Marwan, Abdelkarim Ait Temghart, Fatima Sifou, F. Alshahwan
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引用次数: 0

Abstract

Cloud computing is an easy-to-use, affordable solution to manage and analyze medical data. Therefore, this paradigm has gained wide acceptance in the healthcare sector as a cost-efficient way for a successful Electronic Medical Records (EMR) implementation. Cloud technology is, however, subject to increasing criticism because of the numerous security vulnerabilities. In this regard, we propose a framework to protect confidential data through the development of new security measures, including compression, secret share scheme and XOR operation. The primary objective of the proposal is to achieve the right balance between security and usability. To this aim, we divide an image into several blocks and then encrypt each piece separately with different cryptographic keys. To enhance privacy and performance, we suggest DepSky architecture to keep data on various storage nodes. Simulation experiments have been conducted to prove the effectiveness of the proposed methodology.
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保护医学图像存储的云解决方案
云计算是一种易于使用、价格合理的医疗数据管理和分析解决方案。因此,这种模式作为成功实现电子医疗记录(EMR)的一种经济有效的方式,在医疗保健部门得到了广泛的接受。然而,由于存在大量的安全漏洞,云技术受到越来越多的批评。在这方面,我们提出了一个框架,通过开发新的安全措施来保护机密数据,包括压缩、秘密共享方案和异或操作。该建议的主要目标是在安全性和可用性之间实现适当的平衡。为此,我们将图像分成几个块,然后用不同的加密密钥分别对每个块进行加密。为了增强隐私性和性能,我们建议采用DepSky架构将数据保存在不同的存储节点上。仿真实验证明了该方法的有效性。
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来源期刊
Journal of Information and Organizational Sciences
Journal of Information and Organizational Sciences COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
1.10
自引率
0.00%
发文量
14
审稿时长
12 weeks
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