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A Framework to Secure Medical Image Storage in Cloud Computing Environment

机译:云计算环境中保护医学图像存储的框架

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Nowadays, modern healthcare providers create massive medical images every day because of the recent progress in imaging tools. This is generally due to the increasing number of patients demanding medical services. This has resulted in a continuous demand of a large storage space. Unfortunately, healthcare domains still use local data centers for storing medical data and managing business processes. This has significant negative impacts on operating costs associated with licensing fees and maintenance. To overcome these challenges, healthcare organizations are interested in adopting cloud storage rather than on-premise hosted solutions. This is mainly justified by the scalability, cost savings and availability of cloud services. The primary objective of this model is to outsource data and delegate IT computations to an external party. The latter delivers needed storage systems via the Internet to fulfill client's demands. Even though this model provides significant cost advantages, using cloud storage raises security challenges. To this aim, this article describes several solutions which were proposed to ensure data protection. The existing implementations suffer from many limitations. The authors propose a framework to secure the storage of medical images over cloud computing. In this regard, they use multi-region segmentation and watermarking techniques to maintain both confidentiality and integrity. In addition, they rely on an ABAC model to ensure access control to cloud storage. This solution mainly includes four functions, i.e., (1) split data for privacy protection, (2) authentication for medical dataset accessing, (3) integrity checking, and (4) access control to enforce security measures. Hence, the proposal is an appropriate solution to meet privacy requirements.
机译:如今,由于成像工具的最新发展,现代医疗保健提供者每天都在制作大量的医学图像。这通常是由于需要医疗服务的患者数量增加。这导致对大存储空间的持续需求。不幸的是,医疗保健领域仍然使用本地数据中心来存储医疗数据和管理业务流程。这会对与许可费和维护相关的运营成本产生重大负面影响。为了克服这些挑战,医疗保健组织对采用云存储而不是本地托管解决方案感兴趣。这主要是由于可伸缩性,成本节省和云服务的可用性所证明的。该模型的主要目标是将数据外包并将IT计算委托给外部方。后者通过Internet提供所需的存储系统,以满足客户的需求。即使此模型提供了显着的成本优势,但使用云存储也带来了安全挑战。为此,本文介绍了为确保数据保护而提出的几种解决方案。现有的实现遭受许多限制。作者提出了一个框架,以确保通过云计算存储医学图像的安全。在这方面,他们使用多区域分割和水印技术来维护机密性和完整性。此外,他们依靠ABAC模型来确保对云存储的访问控制。该解决方案主要包括四个功能,即(1)用于保护隐私的拆分数据,(2)用于医疗数据集访问的身份验证,(3)完整性检查以及(4)用于实施安全措施的访问控制。因此,该提案是满足隐私要求的合适解决方案。

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