ZeroTrustBlock: Enhancing Security, Privacy, and Interoperability of Sensitive Data through ZeroTrust Permissioned Blockchain

IF 3.7 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Pratik Thantharate, Anurag Thantharate
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引用次数: 5

Abstract

With the digitization of healthcare, an immense amount of sensitive medical data are generated and shared between various healthcare stakeholders—however, traditional health data management mechanisms present interoperability, security, and privacy challenges. The centralized nature of current health information systems leads to single points of failure, making the data vulnerable to cyberattacks. Patients also have little control over their medical records, raising privacy concerns. Blockchain technology presents a promising solution to these challenges through its decentralized, transparent, and immutable properties. This research proposes ZeroTrustBlock, a comprehensive blockchain framework for secure and private health information exchange. The decentralized ledger enhances integrity, while permissioned access and smart contracts enable patient-centric control over medical data sharing. A hybrid on-chain and off-chain storage model balances transparency with confidentiality. Integration gateways bridge ZeroTrustBlock protocols with existing systems like EHRs. Implemented on Hyperledger Fabric, ZeroTrustBlock demonstrates substantial security improvements over mainstream databases via cryptographic mechanisms, formal privacy-preserving protocols, and access policies enacting patient consent. Results validate the architecture’s effectiveness in achieving 14,200 TPS average throughput, 480 ms average latency for 100,000 concurrent transactions, and linear scalability up to 20 nodes. However, enhancements around performance, advanced cryptography, and real-world pilots are future work. Overall, ZeroTrustBlock provides a robust application of blockchain capabilities to transform security, privacy, interoperability, and patient agency in health data management.
ZeroTrustBlock:通过ZeroTrust许可区块链增强敏感数据的安全性、隐私性和互操作性
随着医疗保健的数字化,大量敏感医疗数据被生成,并在各种医疗保健利益相关者之间共享——然而,传统的健康数据管理机制存在互操作性、安全性和隐私方面的挑战。当前卫生信息系统的集中性质导致单点故障,使数据容易受到网络攻击。患者对自己的医疗记录也几乎没有控制权,这引发了对隐私的担忧。区块链技术通过其分散、透明和不可变的特性,为这些挑战提供了一个有希望的解决方案。本研究提出了ZeroTrustBlock,这是一个用于安全和私人健康信息交换的综合区块链框架。去中心化的分类账增强了完整性,而允许访问和智能合约可以实现以患者为中心的医疗数据共享控制。链上和链下混合存储模型平衡了透明性和保密性。集成网关将ZeroTrustBlock协议与现有系统(如ehr)连接起来。ZeroTrustBlock在Hyperledger Fabric上实现,通过加密机制、正式的隐私保护协议和制定患者同意的访问策略,在主流数据库的基础上展示了实质性的安全性改进。结果验证了该架构在实现14,200 TPS平均吞吐量、100,000个并发事务的480 ms平均延迟以及最多20个节点的线性可伸缩性方面的有效性。然而,围绕性能、高级加密和现实世界试点的增强是未来的工作。总体而言,ZeroTrustBlock提供了区块链功能的强大应用,以改变健康数据管理中的安全性、隐私性、互操作性和患者代理。
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
Big Data and Cognitive Computing
Big Data and Cognitive Computing Business, Management and Accounting-Management Information Systems
CiteScore
7.10
自引率
8.10%
发文量
128
审稿时长
11 weeks
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