基于区块链的智能医疗中使用聚合密钥增强安全性的可验证关键字可搜索加密

IF 3.7 2区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Jiajun Wang , Sha Ma , Qiong Huang
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引用次数: 0

摘要

在智能医疗领域,电子健康记录(EHRs)在存储患者数据方面发挥着关键作用。通常,存储在不同医疗机构的电子病历是加密的,以保护患者的隐私。在各个医疗机构之间进行电子病历的搜索和传输以提高医疗协作时,确保搜索结果的准确性和正确性以及传输过程中的安全性以保护患者数据隐私至关重要。不幸的是,智能医疗中加密电子病历的现有搜索技术无法同时满足搜索的准确性、搜索结果的验证以及抵御内部和外部攻击者攻击的能力。因此,我们提出了一种新的可验证的增强安全关键字可搜索加密(ES-VKSE)方案,以满足智能医疗保健背景下的搜索需求。我们提出的ES-VKSE方案实现了多关键字可搜索加密,在不泄露文档信息的情况下使文档搜索更加灵活。此外,我们提出的方案不仅保证了搜索结果的验证,保证了多方之间的公平互动,而且证明了该方案具有抗串通攻击和活板门伪造攻击的能力。大量的实验评估表明,我们的方案显著提高了98%的搜索效率。值得注意的是,在验证阶段,我们的方案只需要6.35 s来处理50个文档,每个文档包含11个关键字。搜索和验证效率的大幅提高使其成为智能医疗保健系统中实时电子病历检索的理想解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Verifiable keyword searchable encryption with enhanced security using aggregate key in blockchain-based smart healthcare
In the field of smart healthcare, Electronic health records (EHRs) play a key role in storing patient data. Typically, EHRs stored in different medical institutions are encrypted to protect the privacy of patients.When conducting searches and transmissions of EHRs between various medical institutions to improve medical collaboration, it is crucial to ensure the accuracy and correctness of the search results, as well as the security during the transmission process to protect patient data privacy. Unfortunately existing search technologies over encrypted EHRs in smart healthcare fail to simultaneously satisfy the accuracy of the search, verification of the search results, and the ability to resist attacks from internal and external adversaries. Consequently, we propose a novel verifiable keyword searchable encryption with enhanced security (ES-VKSE) scheme to cater to the search requirements in the context of smart healthcare. Our proposed ES-VKSE scheme implements multi-keyword searchable encryption, which makes the document search more flexible while not revealing the information of the document. Besides, our proposed scheme not only ensures the verification of search results for fair interaction among multiple parties, but also proves to be resistant to colluding attacks and trapdoor forging attacks. Extensive experimental evaluation demonstrates that our scheme significantly improves the search efficiency by 98%. Notably, during the verification phase, our scheme required only 6.35 s to process 50 documents with 11 keywords each. This substantial improvement in search and verification efficiency makes it an ideal solution for real-time EHRs retrieval in smart healthcare systems.
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来源期刊
Journal of Information Security and Applications
Journal of Information Security and Applications Computer Science-Computer Networks and Communications
CiteScore
10.90
自引率
5.40%
发文量
206
审稿时长
56 days
期刊介绍: Journal of Information Security and Applications (JISA) focuses on the original research and practice-driven applications with relevance to information security and applications. JISA provides a common linkage between a vibrant scientific and research community and industry professionals by offering a clear view on modern problems and challenges in information security, as well as identifying promising scientific and "best-practice" solutions. JISA issues offer a balance between original research work and innovative industrial approaches by internationally renowned information security experts and researchers.
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