Privacy-Preserving Data Management using Blockchains

Michael Mireku Kwakye
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引用次数: 0

Abstract

Privacy-preservation policies are guidelines formulated to protect data providers private data. Previous privacy-preservation methodologies have addressed privacy in which data are permanently stored in repositories and disconnected from changing data provider privacy preferences. This occurrence becomes evident as data moves to another data repository. Hence, the need for data providers to control and flexibly update their existing privacy preferences due to changing data usage continues to remain a problem. This paper proposes a blockchain-based methodology for preserving data providers private and sensitive data. The research proposes to tightly couple data providers private attribute data element to privacy preferences and data accessor data element into a privacy tuple. The implementation presents a framework of tightly-coupled relational database and blockchains. This delivers secure, tamper-resistant, and query-efficient platform for data management and query processing. The evaluation analysis from the implementation validates efficient query processing of privacy-aware queries on the privacy infrastructure.
使用区块链进行隐私保护数据管理
隐私保护政策是为保护数据提供者的私人数据而制定的指导方针。以前的隐私保护方法所处理的隐私问题是,数据永久存储在存储库中,与数据提供者不断变化的隐私偏好无关。当数据转移到另一个数据存储库时,这种情况就会显现出来。因此,数据提供商需要根据数据使用情况的变化来控制和灵活更新其现有的隐私偏好,这仍然是一个问题。本文提出了一种基于区块链的方法,用于保护数据提供者的隐私和敏感数据。研究建议将数据提供者的私人属性数据元素与隐私偏好和数据访问者数据元素紧密耦合到一个隐私元组中。实施方案提出了一个紧密耦合关系数据库和区块链的框架。这为数据管理和查询处理提供了安全、防篡改和查询效率高的平台。实现过程中的评估分析验证了隐私基础设施上隐私感知查询的高效查询处理。
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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