zkCrowd: A Hybrid Blockchain-Based Crowdsourcing Platform

被引:165
作者
Zhu, Saide [1 ]
Cai, Zhipeng [1 ]
Hu, Huafu [2 ]
Li, Yingshu [1 ]
Li, Wei [1 ]
机构
[1] Georgia State Univ, Dept Comp Sci, Atlanta, GA 30302 USA
[2] Omega Biotek Inc, Norcross, GA 30071 USA
基金
美国国家科学基金会;
关键词
Crowdsourcing; Privacy; Task analysis; Peer-to-peer computing; Smart contracts; hybrid blockchain; privacy preservation; smart contract;
D O I
10.1109/TII.2019.2941735
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Blockchain, a promising decentralized para-digm, can be exploited not only to overcome the shortcomings of the traditional crowdsourcing systems, but also to bring technical innovations, such as decentralization and accountability. Nevertheless, some critical inherent limitations of blockchain have been rarely addressed in the literature when it is incorporated into crowdsourcing, which may yield the performance bottleneck in the crowdsourcing systems. To further leverage the superiority of combining blockchain and crowdsourcing, in this article, we propose an innovative hybrid blockchain crowdsourcing platform, named zkCrowd. Our zkCrowd integrates with a hybrid blockchain structure, smart contract, dual ledgers, and dual consensus protocols to secure communications, verify transactions, and preserve privacy. Both the theoretical analysis and experiments are performed to evaluate the advantages of zkCrowd over the state of the art.
引用
收藏
页码:4196 / 4205
页数:10
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