Improving Privacy-preserving Healthcare Data Sharing in a Cloud Environment Using Hybrid Encryption

IF 0.8 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Insaf Boumezbeur, K. Zarour
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引用次数: 2

Abstract

In recent years, cloud computing has been widely used in various fields and is gaining importance in healthcare systems. Patients’ health data are outsourced to cloud storage, enabling healthcare professionals to easily access health information from anywhere and at any time to improve health services. Once patient data are stored in the cloud, they are vulnerable to attacks such as data loss, denial of service (DoS), distributed denial of service (DDoS) and other sorts of cyberattacks. Data confidentiality and patient privacy are more of a problem in the cloud computing context due to their public availability. If a patient's personal information is stolen, he or she may face a range of problems. These are concerns that necessitate more security. The transmission of this sensitive information over the internet is always susceptible to hacking. Therefore, the privacy of patients’ data is considered one of healthcare organizations’ main issues. To overcome this problem, encryption mechanisms that place a significant emphasis on securing data within the cloud environment are used to preserve sensitive health data. A hybrid cryptography approach is employed in this paper to ensure the secure sharing of health data over the cloud. To maintain data privacy and secrecy, a hybrid cryptography mechanism for storing and transporting data to and from the cloud is used. To protect data from malevolent insiders, the encryption key is separated into two halves, controlling access to patient records via a specific technique. This paper shows the implementation and performance evaluation of the proposal as a functional system prototype. The evaluation is based on the key generation time, the record encryption time, the record decryption time, the record upload time and the record download time for different user numbers and different file sizes varying from 0.1 MB to 500 MB. The findings show that the proposal performs better than other state-of-the-art systems and can practically share secure health data in cloud environments.
使用混合加密改进云环境中保护隐私的医疗保健数据共享
近年来,云计算在各个领域得到了广泛应用,并在医疗保健系统中越来越重要。患者的健康数据外包到云存储,使医疗保健专业人员能够随时随地轻松访问健康信息,以改善健康服务。一旦患者数据存储在云中,他们就很容易受到攻击,如数据丢失、拒绝服务(DoS)、分布式拒绝服务(DDoS)和其他类型的网络攻击。数据保密性和患者隐私在云计算环境中更是一个问题,因为它们是公开的。如果患者的个人信息被盗,他或她可能会面临一系列问题。这些问题需要加强安全。通过互联网传输这些敏感信息总是容易受到黑客攻击。因此,患者数据的隐私被认为是医疗机构的主要问题之一。为了克服这个问题,使用了非常重视云环境中数据安全的加密机制来保存敏感的健康数据。本文采用了一种混合密码学方法来确保云上健康数据的安全共享。为了维护数据的隐私和保密性,使用了一种混合密码机制来存储数据和从云中传输数据。为了保护数据不受恶意内部人员的攻击,加密密钥分为两半,通过特定技术控制对患者记录的访问。本文展示了该方案作为功能系统原型的实施和性能评估。评估基于密钥生成时间、记录加密时间、记录解密时间、记录上传时间和记录下载时间,用于不同的用户编号和从0.1MB到500MB不等的不同文件大小。研究结果表明,该提案的性能优于其他最先进的系统,并且可以在云环境中共享安全的健康数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Acta Informatica Pragensia
Acta Informatica Pragensia Social Sciences-Library and Information Sciences
CiteScore
1.70
自引率
0.00%
发文量
26
审稿时长
12 weeks
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