BPPKS:基于区块链的医疗数据共享隐私保护和关键字可搜索方案

IF 3.3 4区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Peer-To-Peer Networking and Applications Pub Date : 2024-09-11 DOI:10.1007/s12083-024-01795-8
Xiaohui Yang, Liangshun Li
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引用次数: 0

摘要

随着医疗信息技术的快速发展,电子医疗数据的广泛采用和应用促使越来越多的医疗机构选择将医疗数据存储在云服务器中,以方便共享。基于属性的加密被用于共享电子医疗数据,以实现细粒度的访问控制。然而,以明文形式存储访问策略很容易暴露用户隐私。此外,在数据共享过程中,将数据检索放在云中无法进行安全可靠的搜索。为了解决这些问题,本文提出了一种基于区块链的医疗数据共享隐私保护和关键字可搜索方案(BPPKS)。访问策略被转化为向量矩阵形式,隐藏了访问策略中的属性,以防止授权用户隐私信息的泄露。利用区块链的透明性、防篡改性和完整性验证功能,使用智能合约进行检索和验证,实现安全可靠的数据搜索,同时确保医疗数据的完整性。同时,一些复杂的解密操作被委托给云服务器,从而将用户的解密负荷降低到恒定水平。最后,安全性分析表明,该方案可抵御自适应选择关键词攻击(IND-CKA),性能评估显示,该方案在计算和存储方面具有更高的效率。
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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BPPKS: A blockchain-based privacy preserving and keyword-searchable scheme for medical data sharing

With the rapid development of medical information technology, the widespread adoption and application of electronic medical data have prompted more and more healthcare institutions to choose to store medical data in cloud servers to facilitate easier sharing. Attribute-based encryption is utilized for sharing electronic medical data to achieve fine-grained access control. However, storing access policies in plaintext can easily expose user privacy. Additionally, during the data sharing process, placing data retrieval in the cloud prevents secure and reliable searches. To address these issues, this paper proposes a blockchain-based privacy preserving and keyword-searchable scheme for medical data sharing(BPPKS). Access policies are transformed into vector-matrix form, concealing attributes within access policies to prevent the leakage of authorized user privacy information. Leveraging blockchain’s transparency, tamper-resistance, and integrity verification features, smart contracts are used for retrieval and verification, enabling secure and reliable data searches while ensuring the integrity of medical data. Simultaneously, some complex decryption operations are delegated to the cloud servers, reducing the decryption load for users to a constant level. Finally, security analysis demonstrates that this scheme can withstand adaptive chosen keyword attacks (IND-CKA), and performance evaluations show higher efficiency in computation and storage aspects.

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来源期刊
Peer-To-Peer Networking and Applications
Peer-To-Peer Networking and Applications COMPUTER SCIENCE, INFORMATION SYSTEMS-TELECOMMUNICATIONS
CiteScore
8.00
自引率
7.10%
发文量
145
审稿时长
12 months
期刊介绍: The aim of the Peer-to-Peer Networking and Applications journal is to disseminate state-of-the-art research and development results in this rapidly growing research area, to facilitate the deployment of P2P networking and applications, and to bring together the academic and industry communities, with the goal of fostering interaction to promote further research interests and activities, thus enabling new P2P applications and services. The journal not only addresses research topics related to networking and communications theory, but also considers the standardization, economic, and engineering aspects of P2P technologies, and their impacts on software engineering, computer engineering, networked communication, and security. The journal serves as a forum for tackling the technical problems arising from both file sharing and media streaming applications. It also includes state-of-the-art technologies in the P2P security domain. Peer-to-Peer Networking and Applications publishes regular papers, tutorials and review papers, case studies, and correspondence from the research, development, and standardization communities. Papers addressing system, application, and service issues are encouraged.
期刊最新文献
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