A Privacy-Preserving Medical Data Sharing Scheme Based on Consortium Blockchain

被引:1
|
作者
Liu, Jingwei [1 ]
Liang, Tianyu [1 ]
Sun, Rong [2 ]
Du, Xiaojiang [3 ]
Guizani, Mohsen [4 ]
机构
[1] Xidian Univ, Shaanxi Key Lab Blockchain & Secure Comp, Xian 710071, Shaanxi, Peoples R China
[2] Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Shaanxi, Peoples R China
[3] Temple Univ, Dept Comp & Informat Sci, Philadelphia, PA 19122 USA
[4] Qatar Univ, Dept Comp Sci & Engn, Doha, Qatar
关键词
D O I
10.1109/GLOBECOM42002.2020.9348251
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Electronic medical records (EMRs) can provide medical institutes with a number of research materials, which could promote the development of medical field. In order to protect patients' privacy while achieving efficient medical data sharing, we propose a privacy-preserving medical data sharing scheme based on consortium blockchain. In the scheme, a conditional anonymous tracing mechanism is designed to protect users' privacy, in which malicious users can be tracked when illegal behavior occurs. However, as the number of users grows, masses of medical data might touch the storage bottleneck of blockchain. Therefore, an on-chain-off-chain storage model is designed to alleviate the storage burden of blockchain, in which only the metadata of EMRs are recorded in blockchain while the patients' EMRs are stored in cloud after being encrypted. In order to resist the collusion attack, an improved proxy re-encryption scheme is introduced to ensure that EMRs can only be accessed by the authorized data requester. Moreover, security analysis and simulation demonstrate that the proposed scheme is more secure and efficient.
引用
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页数:6
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