在多个远程方之间共享病理数据时保护隐私

IF 6.9 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
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引用次数: 0

摘要

病理数据共享在远程诊断、分级诊断、疾病治疗和专家系统开发等各种应用中都非常重要。然而,确保可靠、安全、保护隐私和高效地共享病理数据是一项重大挑战。本文提出了一种新颖的解决方案,利用区块链技术确保病理数据共享的可靠性。此外,它还采用了条件代理重加密(C-PRE)和公钥加密与平等测试技术,以控制共享数据的范围并保护其隐私。为了评估解决方案的实用性,我们使用 Hyperledger Fabric 实现了一个原型系统,并用各种指标进行了评估。我们还将该解决方案与相关方案进行了比较。结果表明,所提出的解决方案有效地满足了病理数据共享的要求,并在生产场景中切实可行。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Privacy-preserving pathological data sharing among multiple remote parties

The sharing of pathological data is highly important in various applications, such as remote diagnosis, graded diagnosis, illness treatment, and specialist system development. However, ensuring reliable, secure, privacy-preserving, and efficient sharing of pathological data poses significant challenges. This paper presents a novel solution that leverages blockchain technology to ensure reliability in pathological data sharing. Additionally, it employs conditional proxy re-encryption (C-PRE) and public key encryption with equality test technology to control the scope and preserve the privacy of shared data. To assess the practicality of our solution, we implemented a prototype system using Hyperledger Fabric and conducted evaluations with various metrics. We also compared the solution with relevant schemes. The results demonstrate that the proposed solution effectively meets the requirements for pathological data sharing and is practical in production scenarios.

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来源期刊
CiteScore
11.30
自引率
3.60%
发文量
0
期刊介绍: Blockchain: Research and Applications is an international, peer reviewed journal for researchers, engineers, and practitioners to present the latest advances and innovations in blockchain research. The journal publishes theoretical and applied papers in established and emerging areas of blockchain research to shape the future of blockchain technology.
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