A Privacy-Preserving and Redactable Healthcare Blockchain System

被引:3
|
作者
Xu, Shengmin [1 ,2 ]
Ning, Jianting [1 ,2 ,3 ]
Li, Xiaoguo [4 ]
Yuan, Jiaming [4 ]
Huang, Xinyi [5 ]
Deng, Robert H. [4 ]
机构
[1] Fujian Normal Univ, Coll Comp & Cyber Secur, Key Lab Analyt Math & Applicat, Minist Educ, Fuzhou 350117, Peoples R China
[2] Fujian Normal Univ, Coll Comp & Cyber Secur, Fujian Prov Key Lab Network Secur & Cryptol, Fuzhou 350117, Peoples R China
[3] City Univ Macau, Fac Data Sci, Macau 999078, Peoples R China
[4] Singapore Management Univ, Sch Comp & Informat Syst, Singapore 188065, Singapore
[5] Hong Kong Univ Sci & Technol Guangzhou, Artificial Intelligence Thrust, Informat Hub, Guangzhou 511458, Peoples R China
关键词
Blockchains; Medical services; Encryption; Cryptography; Insurance; Diseases; Data privacy; Chameleon hash functions; healthcare blockchain; redactable blockchain; IDENTITY-BASED ENCRYPTION; EFFICIENT;
D O I
10.1109/TSC.2024.3356595
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Blockchain as an open and immutable ledger is being posited as the next frontier in healthcare that will help solve the industry's interoperability challenges. However, immutability in processing personal data is no longer legal since the General Data Protection Regulation (GDPR) requires the "right to be forgotten" as a critical data subject right. To observe such data regulation, it is desirable to build a healthcare blockchain with data redaction in a controlled way. Moreover, electronic health records (EHRs) usually are sensitive and the conventional blockchain lacks systematic and formal security analysis of data confidentiality, especially in the multi-user setting. Furthermore, EHRs are typically helpful in medical research for predicting epidemic diseases and valuable in insurance agencies making business plans. Hence, in healthcare blockchain systems, data confidentiality and flexible key distribution have become the most challenging issues that should be urgently resolved. In this article, we propose a privacy-preserving and redactable healthcare blockchain system (PRHBS). Our solution offers fine-grained block-level data reduction and secure data sharing with flexible key distribution mechanisms. We give the formal definition and security models of PRHBS, and propose a generic construction based on trapdoor-based chameleon-hash function, attribute-based encryption, and puncturable encryption. We present formal security analysis and give an instantiation based on our proposed generic construction. The comprehensive comparison and experimental simulation demonstrate that our implementation exhibits comparable performance, while surpassing the most relevant solutions in terms of functionality.
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页码:364 / 377
页数:14
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