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Online First:2020-05,
Published:15 May 2020
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Jingwei WANG, Zhenzhe ZHENG, Fan WU, et al. Blockchain based data marketplace[J]. Big Data Research, 2020, 6(3): 2020021-1.
Jingwei WANG, Zhenzhe ZHENG, Fan WU, et al. Blockchain based data marketplace[J]. Big Data Research, 2020, 6(3): 2020021-1. DOI: 10.11959/j.issn.2096-0271.2020021.
在互联网时代,每天都产生着不可估量的数据,在数据共享过程中,涌现出了数据隐私性和所有权归属等复杂问题。区块链是一种去中心化的分布式数据存储技术,引入区块链能消除集中式数据市场的弊端,但同时分布式数据市场又产生了安全与隐私问题。综述了国内外大数据交易市场的产业现状和研究进展,提炼了基于区块链的大数据共享流通平台应满足的性质。根据这些性质提出了一个基于区块链的数据市场框架,分析和讨论了这个框架中的安全性和隐私性问题及对应的解决方案。基于这个框架,实现了一个数据市场测试系统,并证实了该框架的可行性和安全性。
Blockchain is a kind of decentralized distributed data storage technology.Blockchain can solve the disadvantages of the centralized data market
however
distributed data marketplaces also introduce the problems of security and privacy.Firstly
the current status from industry and progress from academia of the bid data marketplaces were reviewed
and then the required properties that a well developed blockchain based data marketplaces should satisfy were proposed.Based on these properties
a blockchain based data marketplace framework was proposed.Then the potential security and privacy problems in this framework were investigated
and the corresponding solutions for these problems were designed.Based on this framework
a data marketplace demonstration system was implemented and its feasibility and security were verified.
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