A blockchain-based trading system for big data

被引:56
作者
Hu, Donghui
Li, Yifan
Pan, Lixuan
Li, Meng
Zheng, Shuli
机构
[1] Hefei Univ Technol, Sch Comp Sci & Informat Engn, Key Lab Knowledge Engn Big Data, Minist & Locat, Hefei, Peoples R China
[2] Hefei Univ Technol, Intelligent Interconnected Syst Lab Anhui Prov, Anhui Prov Key Lab Ind Safety & Emergency Technol, Hefei, Anhui, Peoples R China
基金
中国国家自然科学基金;
关键词
Big data trading; Blockchain; Smart contract; Proxy re-encryption; Price negotiation; Value reward; INTERNET;
D O I
10.1016/j.comnet.2021.107994
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Data are an extremely important asset. Governments around the world encourage big data sharing and trading to promote the big data economy. However, existing data trading platforms are not fully trusted. Such platforms face the problems of a single point of failure (SPOF), opaque transactions, uncontrollability, untraceability, and issues of data privacy. Several blockchain-based big data trading methods have been proposed; however, they do not adequately address the security issues introduced by dishonesty in the data provider and data agent or the fairness of data revenue distribution and price bargaining. In this paper, we propose a blockchainbased decentralized data trading system in which data trading is completed by smart contract-based data matching, price negotiation, and reward assigning. Moreover, the proposed data trading system evaluates the data quality on the basis of three metrics, records the evaluation results in a side-chain, and distributes the data users' application revenue to the data provider according to the evaluated data quality. We verify the security, usability, and efficiency of the proposed big data trading system.
引用
收藏
页数:13
相关论文
共 41 条
[1]  
[Anonymous], 2012, P 7 ACM S INFORM COM
[2]   MedRec: Using Blockchain for Medical Data Access and Permission Management [J].
Azaria, Asaph ;
Ekblaw, Ariel ;
Vieira, Thiago ;
Lippman, Andrew .
PROCEEDINGS 2016 2ND INTERNATIONAL CONFERENCE ON OPEN AND BIG DATA - OBD 2016, 2016, :25-30
[3]  
Bach LM, 2018, 2018 41ST INTERNATIONAL CONVENTION ON INFORMATION AND COMMUNICATION TECHNOLOGY, ELECTRONICS AND MICROELECTRONICS (MIPRO), P1545, DOI 10.23919/MIPRO.2018.8400278
[4]  
Blaze M, 1998, LECT NOTES COMPUT SC, V1403, P127, DOI 10.1007/BFb0054122
[5]   Practical byzantine fault tolerance and proactive recovery [J].
Castro, M ;
Liskov, B .
ACM TRANSACTIONS ON COMPUTER SYSTEMS, 2002, 20 (04) :398-461
[6]   Design of personnel big data management system based on blockchain [J].
Chen, Jian ;
Lv, Zhihan ;
Song, Houbing .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 101 :1122-1129
[7]   Blockchain based searchable encryption for electronic health record sharing [J].
Chen, Lanxiang ;
Lee, Wai-Kong ;
Chang, Chin-Chen ;
Choo, Kim-Kwang Raymond ;
Zhang, Nan .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 95 (420-429) :420-429
[8]   Toward Secure Data Sharing for the IoV: A Quality-Driven Incentive Mechanism With On-Chain and Off-Chain Guarantees [J].
Chen, Wuhui ;
Chen, Yufei ;
Chen, Xu ;
Zheng, Zibin .
IEEE INTERNET OF THINGS JOURNAL, 2020, 7 (03) :1625-1640
[9]   Blockchains and Smart Contracts for the Internet of Things [J].
Christidis, Konstantinos ;
Devetsikiotis, Michael .
IEEE ACCESS, 2016, 4 :2292-2303
[10]   SDTE: A Secure Blockchain-Based Data Trading Ecosystem [J].
Dai, Weiqi ;
Dai, Chunkai ;
Choo, Kim-Kwang Raymond ;
Cui, Changze ;
Zou, Deiqing ;
Jin, Hai .
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2020, 15 :725-737