区块链在可信数据溯源中的应用

Xiangke Mao, C. Li, Guigang Zhang, Xin Wei, Chunxiao Xing
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引用次数: 0

摘要

数据溯源是大数据时代可信数据管理的基本要求。在区块链技术出现之前,数据溯源主要采用集中式数据库存储数据记录、日志记录等,方便后续审计跟踪,但数据库存在数据篡改的安全问题。区块链技术出现后,研究人员基于区块链去中心化、抗篡改、可追溯性等特点,在物联网(IoT)、产品供应链、医疗健康等领域对可信数据溯源进行了大量研究,以确保数据溯源结果的安全性和可信度。本文将梳理近年来在不同领域使用区块链技术进行数据溯源的研究,从整体上分析现有基于区块链的数据溯源方法之间的异同。最后,指出了基于区块链技术的数据溯源可能面临的挑战,并给出了可能的解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of Blockchain in Trusted Data Provenance
Data provenance is a basic requirement for trusted data management in the era of big data. Before the emergence of blockchain technology, data provenance mainly used a centralized database to store data records, log records, etc., to facilitate subsequent audit tracking, but database has the security problem of data tampering. After the emergence of blockchain technology, researchers have conducted a lot of research on trusted data provenance in the Internet of Things (IoT), product supply chain, medical health and other fields based on the characteristics of blockchain decentralization, tamper resistance, and traceability, etc., to ensure the security and trustworthiness of data provenance results. This paper will sort out the research on the use of blockchain technology for data provenance in different fields in recent years, and analyze the similarities and differences between existing blockchain based data provenance methods as a whole. Finally, the possible challenges in data provenance based on blockchain technology are pointed out and the possible solutions are given.
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