BC-PDS:通过区块链为OpenPDS保护隐私和自我主权

Yan Zhu, Guhua Gan, Khaled Riad
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引用次数: 20

摘要

在大数据时代,个人元数据可能会成为一种新型的企业资产,然而,从元数据中挖掘用户隐私的问题已经引起了越来越多的公众关注。在本文中,我们根据Windhover原则解决了在现有OpenPDS/SafeAnswers框架上实现个人元数据自治的问题。为了做到这一点,我们提出了一个新的框架,称为基于区块链的个人数据存储(BCPDS),以实现两个基本属性:公证和自治。该框架首先将区块链作为公证人引入OpenPDS/SafeAnswers,用于安全存储个人元数据,而不是原始数据库。接下来,我们提出了一个基于自治的访问控制(ANAC)来改进SafeAnswers模块,其中ANAC是一种基于所有授权用户和元数据所有者之间的关系强制访问的新机制。此外,我们还提出了区块链中的通用访问结构(GAS)和阈值秘密共享方案作为BC-PDS框架的实现方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
BC-PDS: Protecting Privacy and Self-Sovereignty through BlockChains for OpenPDS
In the Big Data era, personal metadata may will become a new type of corporate asset, however there have already been a growing public concern about user’s privacy mined from metadata. In this paper we address the problem of implementing the self-sovereignty of personal metadata on the existing OpenPDS/SafeAnswers framework according to the Windhover Principle. In order to do that, we propose a new framework, called BlocakChain-based Personal Data Store (BCPDS), to realize two basic properties: notary and autonomy. This framework, firstly introduces the BlockChain as a notary, into OpenPDS/SafeAnswers for secure storage of personal meta-data instead of the original database. Next, we present an AutoNomybased Access Control (ANAC) to improve the SafeAnswers module, where ANAC is a new mechanism that enforces access based on the relationship among all authorized users and metadata’s owner. In addition, we also propose General Access Structure (GAS) and threshold secret sharing scheme in BlockChain as an implementation method for our BC-PDS framework.
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