MedShare : A Privacy-Preserving Medical Data Sharing System by Using Blockchain
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
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Pages (from-to) | 438-451 |
Journal / Publication | IEEE Transactions on Services Computing |
Volume | 16 |
Issue number | 1 |
Online published | 24 Sept 2021 |
Publication status | Published - Jan 2023 |
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DOI | DOI |
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Attachment(s) | Documents
Publisher's Copyright Statement
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Link to Scopus | https://www.scopus.com/record/display.uri?eid=2-s2.0-85115668819&origin=recordpage |
Permanent Link | https://scholars.cityu.edu.hk/en/publications/publication(0b84eb2e-5134-41cb-bfd9-55d764cb8b8f).html |
Abstract
Electronic Health Record (EHR) and its privacy have attracted widespread attention with the development of the healthcare industry in recent years. As locking medical data in a single healthcare center causes information isolation, healthcare centers are motivated to build medical data sharing systems. However, existing systems highly rely on the trusted centralized servers, which are vulnerable to distributed denial of service (DDoS) attacks and the single point of failure. Moreover, it is a non-trivial matter to authorize multiple users to search and access EHR in a privacy-preserving manner. In this paper, we propose MedShare, a decentralized framework for secure EHR sharing. Our design utilizes the smart contract technique of blockchain to establish a trusted platform for healthcare centers to share their encrypted EHR. Considering that fine-grained access control is essential in practical EHR sharing service, we devise a constant-size attribute-based encryption (ABE) scheme, where the access policy is embedded in search result on the blockchain. Besides, we propose an efficient scheme that enables authorized MedShare users to perform multi-keyword boolean search operations over encrypted EHR. We formally analyze the security strengths and implement the system prototype on Ethereum. Evaluation results demonstrate that MedShare is efficient for EHR sharing.
Research Area(s)
- attribute-based encryption, Blockchains, boolean search, Cryptography, decentralized framework, Encryption, Indexes, medical data sharing, Medical services, Searchable encryption, Servers, Smart contracts
Citation Format(s)
MedShare: A Privacy-Preserving Medical Data Sharing System by Using Blockchain. / Wang, Mingyue; Guo, Yu; Zhang, Chen et al.
In: IEEE Transactions on Services Computing, Vol. 16, No. 1, 01.2023, p. 438-451.
In: IEEE Transactions on Services Computing, Vol. 16, No. 1, 01.2023, p. 438-451.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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