A Blockchain-Based Trusted Data Management Scheme in Edge Computing

被引:157
|
作者
Ma Zhaofeng [1 ]
Wang Xiaochang [1 ]
Jain, Deepak Kumar [2 ]
Khan, Haneef [3 ]
Gao Hongmin [1 ]
Wang Zhen [1 ]
机构
[1] Beijing Univ Posts & Telecommun, Sch Cyberspace Secur, Beijing 100876, Peoples R China
[2] Chongqing Univ Posts & Telecommun, Chongqing 400065, Peoples R China
[3] Jazan Univ, Jazan 22822, Saudi Arabia
基金
中国国家自然科学基金;
关键词
Blockchain; Peer-to-peer computing; Edge computing; Informatics; Authentication; Protocols; consensus; edge computing; smart contract; trusted data management; CHALLENGES;
D O I
10.1109/TII.2019.2933482
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With rapid development of computing technologies, large amount of data are gathered from edge terminals or Internet of Things (IoT) devices, however data trust and security in edge computing environment are very important issues to be considered, especially when the gathered data are fraud or dishonest, or the data are misused or spread without any authorization, which may lead to serious problems. In this article, a blockchain-based trusted data management scheme (called BlockTDM) in edge computing is proposed to solve the above problems, in which we proposed a flexible and configurable blockchain architecture that includes mutual authentication protocol, flexible consensus, smart contract, block and transaction data management, blockchain nodes management, and deployment. The BlockTDM scheme can support matrix-based multichannel data segment and isolation for sensitive or privacy data protection, and moreover, we have designed user-defined sensitive data encryption before the transaction payload stores in blockchain system, and have implemented conditional access and decryption query of the protected blockchain data and transactions through smart contract. Finally, we have evaluated the proposed BlockTDM scheme security, availability, and efficiency with large amount of experiments. Analysis and evaluations manifest that the proposed BlockTDM scheme provides a general, flexible, and configurable blockchain-based paradigm for trusted data management with tamper-resistance, which is suitable for edge computing with high-level security and creditability.
引用
收藏
页码:2013 / 2021
页数:9
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