一种可追踪、可撤销的基于属性的分散式加密方案,具有完全隐藏的访问策略,适用于基于云的智能医疗保健系统

IF 4.1 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Computer Standards & Interfaces Pub Date : 2024-10-19 DOI:10.1016/j.csi.2024.103936
Yue Dai , Lulu Xue , Bo Yang , Tao Wang , Kejia Zhang
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引用次数: 0

摘要

智能医疗是一项新兴技术,利用先进的物联网(IoT)技术实现患者与医务人员、医疗机构和医疗设备之间的互动。由于在云端存储和共享电子病历(EMR)的便利性,它引起了研究人员的极大关注。鉴于病人的电子病历包含敏感的个人信息,因此在上传到云端之前必须对其进行加密。作为数据保密性和细粒度访问控制的解决方案,提出了基于属性的密文策略加密(CP-ABE)技术,该技术有助于在没有明确授权的情况下操作个人隐私数据。然而,大多数 CP-ABE 方案都使用集中式机制,这可能会导致性能瓶颈和单点故障问题。在智能医疗应用中,这些方案还存在密钥滥用和隐私泄露的风险。为此,我们在本文中研究了一种具有完全隐藏访问策略(TR-HP-DABE)的可追踪、可撤销的基于属性的分散式加密方案。首先,为了克服用户隐私泄露和单点故障问题,我们为多个属性授权建立了完全隐藏的访问策略。其次,为防止密钥滥用,提出的TR-HP-DABE可通过密钥加密树(KEK)和更新部分密文实现对恶意用户的跟踪和撤销。此外,在线/离线加密和可验证外包解密的应用提高了其在实际智能医疗中的效率。根据我们的分析,可以证明 TR-HP-DABE 的安全性和可追溯性。最后,在性能评估方面,TR-HP-DABE 比现有的一些典型方案更加有效。
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A traceable and revocable decentralized attribute-based encryption scheme with fully hidden access policy for cloud-based smart healthcare
Smart healthcare is an emerging technology for enabling interaction between patients and medical personnel, medical institutions, and medical devices utilizing advanced Internet of Things (IoT) technologies. It has attracted significant attention from researchers because of the convenience of storing and sharing electronic medical records (EMRs) in the cloud. Given that a patient’s EMR contains sensitive individual information, it must be encrypted before uploading it to the cloud. As a solution for data confidentiality and fine-grained access control, the Ciphertext Policy Attribute-Based Encryption (CP-ABE) technique is proposed, which helps manipulate private personal data without explicit authorization. However, most CP-ABE schemes use a centralized mechanism which may lead to performance bottlenecks and single-point-of-failure issues. They will also be at risk of key abuse and privacy breaches in smart healthcare applications. To this end, in this paper, we investigate a traceable and revocable decentralized attribute-based encryption scheme with a fully hidden access policy (TR-HP-DABE). Firstly, to overcome the issues of user privacy leakage and single-point-of-failure, a fully hidden access policy is established for multiple attribute authorities. Secondly, to prevent key abuse, the proposed TR-HP-DABE can achieve the tracking and revocation of malicious users by using Key Encryption Key (KEK) trees and updating the partial ciphertext. Furthermore, the online/offline encryption and verifiable outsourced decryption are applied to improve its efficiency in practical smart healthcare. According to our analysis, the security and traceability of TR-HP-DABE can be proved. Finally, the performance evaluation of TR-HP-DABE is more effective than some existing typical ones.
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来源期刊
Computer Standards & Interfaces
Computer Standards & Interfaces 工程技术-计算机:软件工程
CiteScore
11.90
自引率
16.00%
发文量
67
审稿时长
6 months
期刊介绍: The quality of software, well-defined interfaces (hardware and software), the process of digitalisation, and accepted standards in these fields are essential for building and exploiting complex computing, communication, multimedia and measuring systems. Standards can simplify the design and construction of individual hardware and software components and help to ensure satisfactory interworking. Computer Standards & Interfaces is an international journal dealing specifically with these topics. The journal • Provides information about activities and progress on the definition of computer standards, software quality, interfaces and methods, at national, European and international levels • Publishes critical comments on standards and standards activities • Disseminates user''s experiences and case studies in the application and exploitation of established or emerging standards, interfaces and methods • Offers a forum for discussion on actual projects, standards, interfaces and methods by recognised experts • Stimulates relevant research by providing a specialised refereed medium.
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