区块链去中心化医疗数据交换:利用新型加密方案、智能合约和环形签名增强数据安全性和患者隐私保护

IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS
S. Vidhya, P. M. Siva Raja, R. P. Sumithra
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引用次数: 0

摘要

近年来,医疗保健行业经历了一场数字化变革,电子病历(EHR)的应用越来越普遍。虽然数字化带来了各种优势,但人们对敏感医疗数据的安全性和隐私性的担忧也在加剧。针对医疗机构的数据泄露和网络攻击凸显了保护患者数据的强大解决方案的必要性。区块链技术因其去中心化和不可更改的特性,确保了数据记录的安全和透明,已成为一种前景广阔的解决方案。本文提出了一种将区块链与先进的加密方案和隐私保护技术相结合的新方法,以建立一个安全和隐私保护的医疗数据共享环境。所提出的系统包括三个阶段,如初始化阶段、数据处理阶段和身份验证阶段。提出了混合费斯特尔-香农同态加密算法(HFSHE)来加密医疗数据,以确保数据的保密性、完整性和可用性。系统还集成了环形签名,以提供额外的匿名性并保护数据交易参与者的身份。此外,开发的智能合约会对用户进行身份验证检查、生成时间印章并验证环形签名。通过这一改进,系统可以更好地抵御外部和内部威胁,提高整体安全性和隐私性。我们进行了全面的安全分析,以比较建议方法与现有技术的性能。结果表明,所提出的方法能有效保护区块链生态系统中的敏感医疗信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Blockchain-Enabled Decentralized Healthcare Data Exchange: Leveraging Novel Encryption Scheme, Smart Contracts, and Ring Signatures for Enhanced Data Security and Patient Privacy

Blockchain-Enabled Decentralized Healthcare Data Exchange: Leveraging Novel Encryption Scheme, Smart Contracts, and Ring Signatures for Enhanced Data Security and Patient Privacy

The healthcare industry has undergone a digital transformation in recent years, with the adoption of electronic health records (EHRs) becoming increasingly prevalent. While this digitization offers various advantages, concerns regarding the security and privacy of sensitive medical data have also intensified. Data breaches and cyber-attacks targeting healthcare organizations have underscored the need for robust solutions to protect patient data. Blockchain technology has emerged as a promising solution due to its decentralized and immutable nature, which ensures secure and transparent data recording. This paper proposes a novel approach that combines blockchain with advanced encryption scheme and privacy protection technique to establish a secure and privacy protected medical data sharing environment. The proposed system consists of three phases such as initialization phase, data processing phase, and authentication phase. The hybrid Feistal-Shannon homomorphic encryption algorithm (HFSHE) is proposed to encrypt the medical data to ensure data confidentiality, integrity, and availability. Ring signature is integrated to the system to provide additional anonymity and protect the identities of the participants involved in data transactions. In addition, the smart contract developed performs authentication checks on users, generates a time seal, and verifies the ring signature. Through this enhancement, the system becomes more resilient to both external and internal threats, enhancing overall security as well as privacy. A comprehensive security analysis is conducted to compare the proposed method's performance against existing techniques. The results demonstrate the effectiveness of the proposed approach in safeguarding sensitive medical information within the blockchain ecosystem.

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来源期刊
International Journal of Network Management
International Journal of Network Management COMPUTER SCIENCE, INFORMATION SYSTEMS-TELECOMMUNICATIONS
CiteScore
5.10
自引率
6.70%
发文量
25
审稿时长
>12 weeks
期刊介绍: Modern computer networks and communication systems are increasing in size, scope, and heterogeneity. The promise of a single end-to-end technology has not been realized and likely never will occur. The decreasing cost of bandwidth is increasing the possible applications of computer networks and communication systems to entirely new domains. Problems in integrating heterogeneous wired and wireless technologies, ensuring security and quality of service, and reliably operating large-scale systems including the inclusion of cloud computing have all emerged as important topics. The one constant is the need for network management. Challenges in network management have never been greater than they are today. The International Journal of Network Management is the forum for researchers, developers, and practitioners in network management to present their work to an international audience. The journal is dedicated to the dissemination of information, which will enable improved management, operation, and maintenance of computer networks and communication systems. The journal is peer reviewed and publishes original papers (both theoretical and experimental) by leading researchers, practitioners, and consultants from universities, research laboratories, and companies around the world. Issues with thematic or guest-edited special topics typically occur several times per year. Topic areas for the journal are largely defined by the taxonomy for network and service management developed by IFIP WG6.6, together with IEEE-CNOM, the IRTF-NMRG and the Emanics Network of Excellence.
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