Transparent Logging with Hyperledger Fabric
Transparent Logging with Hyperledger Fabric
复制标题
使用 Hyperledger Fabric 进行透明日志记录
DOI：
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发表时间：
2019
期刊：
影响因子：
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通讯作者：
Christine Edman
中科院分区：
文献类型：
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作者：
C. Schaefer;Christine Edman
如今，大量数据被用于机器学习（ML）和人工智能（AI），以获取有关世界的知识并进行自动决策。所有这些数据都包含个人和/或敏感数据，因此隐私变得越来越重要。欧盟的GDPR [9]认识到处理个人数据透明度的重要性。因此，除了记录个人数据处理的过程之外，还期望设计用于增加组织内的个人数据处理的透明度的手段。我们采用区块链作为基本构建块，以提高个人数据处理的透明度。公共区块链用作私有区块链的信任锚，而私有区块链用作用于处理的日志存储（即，访问和处理）个人和/或敏感数据。通过让客户访问私有区块链，客户对企业的信任得到了提高。
Today a massive amount of data is used for machine learning (ML) and artificial intelligence (AI) to derive knowledge about the world and do automated decision making. All this data contains personal and/or sensitive data, and thus privacy is becoming more and more important. The European Union’s GDPR [9] recognizes the importance of transparency with respect to the handling of personal data. Hence it is desirable to devise means for increasing the transparency of personal data handling within an organization besides documenting processes of personal data handling. We employ blockchains as a basic building block to increase transparency with respect to personal data handling. A public blockchain serves as a trust anchor for a private blockchain, whereas the private blockchain serves as a log storage for the handling (i.e., access to and processing of) of personal and/or sensitive data. By giving the customer access to the private blockchain the customer’s trust in the enterprise is increased.