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用于医疗保健中访问控制和隐私保护的ACHealthChain区块链框架。

ACHealthChain blockchain framework for access control and privacy preservation in healthcare.

作者信息

Tawfik Ahmed M, Al-Ahwal Ayman, Eldien Adly S Tag, Zayed Hala H

机构信息

Computer Science Department, Faculty of Computers and Artificial Intelligence, Benha, Egypt.

Communication and Electronics Department, Pyramids-Institute for Engineering and Technology, Giza, Egypt.

出版信息

Sci Rep. 2025 May 14;15(1):16696. doi: 10.1038/s41598-025-00757-1.

Abstract

Ensuring privacy and confidentiality in healthcare data management remains a critical challenge. Traditional centralized access control mechanisms are susceptible to security breaches, including unauthorized access, data leakage, and single points of failure, as well as privacy violations such as patient record exposure and improper data sharing. To address these issues, this paper proposes ACHealthChain, a blockchain-based framework leveraging Hyperledger Fabric for decentralized and transparent access control. The framework integrates the InterPlanetary File System (IPFS) for decentralized storage and ensures privacy through Hyperledger Fabric channels. ACHealthChain features PolicyChain for fine-grained access control and revocation, structuring patient health data into separate subchains for EHRs and diagnoses with permissioned access. Additionally, LogChain enhances auditing and accountability. A series of experiments evaluate ACHealthChain's performance and scalability, considering metrics such as throughput, latency, and resource utilization. Results demonstrate that ACHealthChain improves throughput by 19.7% and reduces latency by 87%, outperforming existing frameworks built on the same platform. The scalability analysis further confirms the framework's capability to handle increasing workloads within an expanding blockchain network. ACHealthChain presents a promising solution for secure and efficient healthcare data sharing with potential real-world applications.

摘要

确保医疗保健数据管理中的隐私和保密性仍然是一项严峻挑战。传统的集中式访问控制机制容易受到安全漏洞的影响,包括未经授权的访问、数据泄露和单点故障,以及侵犯隐私行为,如患者记录曝光和不当数据共享。为解决这些问题,本文提出了ACHealthChain,这是一个基于区块链的框架,利用Hyperledger Fabric实现分散式和透明的访问控制。该框架集成了星际文件系统(IPFS)用于分散式存储,并通过Hyperledger Fabric通道确保隐私。ACHealthChain具有用于细粒度访问控制和撤销的PolicyChain,将患者健康数据构建为用于电子健康记录(EHR)和诊断的单独子链,并进行授权访问。此外,LogChain增强了审计和问责制。一系列实验评估了ACHealthChain的性能和可扩展性,考虑了吞吐量、延迟和资源利用率等指标。结果表明,ACHealthChain将吞吐量提高了19.7%,并将延迟降低了87%,优于基于同一平台构建现有的框架。可扩展性分析进一步证实了该框架在不断扩展的区块链网络中处理不断增加的工作量的能力。ACHealthChain为安全高效的医疗保健数据共享提供了一个有前景的解决方案,并具有潜在的实际应用价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6b48/12078686/479dab88ee78/41598_2025_757_Fig1_HTML.jpg

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