A Lightweight CP-ABE Scheme for EHR Over Cloud Based on Blockchain and Secure Multi-Party Computation

IF 2.5 4区 计算机科学 Q3 TELECOMMUNICATIONS
Jiawen Qiao, Na Wang, Junsong Fu, Lunzhi Deng, Jingjing Wang, Jianwei Liu
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Abstract

With the growth of cloud computing and the popularity of electronic health records (EHR), more and more patients and hospitals are uploading EHR to the cloud for storage, retrieval and organization. Due to the privacy of EHR, cloud-based EHR systems need to protect data security and provide access control, and attribute-based encryption (ABE) is the appropriate technology. Nevertheless, traditional single-center ABE schemes do not conform to the collaborative scenario of electronic health care, and some of them do not support real-time attribute update. Consequently, this paper proposes a lightweight CP-ABE scheme for EHR over cloud based on blockchain and secure multi-party computation (LCBS). First, we introduce the model of multi-authority and innovatively apply secure multi-party computation to initialize the system, which maintains normal system operation while the power is decentralized. Second, we deploy a blockchain suitable for EHR systems to record the users' key information, assisting multiple entities to verify the key at different stages and protecting the EHR from illegal acquisition. In addition, our scheme supports lightweight attribute update, which requires small amount of computational overhead to achieve instant attribute update. Finally, through formal security analysis and simulation experiments of the LCBS system, it is shown that our scheme guarantees data security and improves computing efficiency.

Abstract Image

基于区块链和安全多方计算的云上电子病历轻量级CP-ABE方案
随着云计算的发展和电子病历(EHR)的普及,越来越多的患者和医院将电子病历上传到云端进行存储、检索和整理。由于电子病历的私密性,基于云的电子病历系统需要保护数据安全并提供访问控制,基于属性的加密(ABE)是合适的技术。然而,传统的单中心ABE方案不符合电子医疗协同场景,部分方案不支持属性实时更新。因此,本文提出了一种基于区块链和安全多方计算(LCBS)的云上电子病历轻量级CP-ABE方案。首先,引入多授权模型,创新地采用安全多方计算对系统进行初始化,在权力分散的情况下保持系统正常运行;其次,我们部署了一个适合EHR系统的区块链,记录用户的密钥信息,帮助多个实体在不同阶段验证密钥,保护EHR不被非法获取。此外,我们的方案支持轻量级属性更新,这需要少量的计算开销来实现即时属性更新。最后,通过对LCBS系统的形式化安全性分析和仿真实验,表明我们的方案保证了数据的安全性,提高了计算效率。
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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来源期刊
CiteScore
8.90
自引率
13.90%
发文量
249
期刊介绍: ransactions on Emerging Telecommunications Technologies (ETT), formerly known as European Transactions on Telecommunications (ETT), has the following aims: - to attract cutting-edge publications from leading researchers and research groups around the world - to become a highly cited source of timely research findings in emerging fields of telecommunications - to limit revision and publication cycles to a few months and thus significantly increase attractiveness to publish - to become the leading journal for publishing the latest developments in telecommunications
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