4.7 Article

CrowdBC: A Blockchain-Based Decentralized Framework for Crowdsourcing

期刊

出版社

IEEE COMPUTER SOC
DOI: 10.1109/TPDS.2018.2881735

关键词

Decentralized framework; crowdsourcing; blockchain; smart contract

资金

  1. National Key RD Plan of China [2017YFB0802203, 2018YFB1003701]
  2. National Natural Science Foundation of China [61825203, U1736203, 61702222, 61472165, 61732021, 61877029, 61872153, 61802145, U1636209]
  3. National Joint Engineering Research Center of Network Security Detection and Protection Technology, Guangdong Provincial Special Funds for Applied Technology Research and Development and Transformation of Important Scientific and Technological Achieve [2016B010124009, 2017B010124002]
  4. Guangdong Key Laboratory of Data Security and Privacy Preserving [2017B030301004]
  5. Guangzhou Key Laboratory of Data Security and Privacy Preserving [201705030004]
  6. China Postdoctoral Science Foundation [2017M612842]

向作者/读者索取更多资源

Crowdsourcing systems which utilize the human intelligence to solve complex tasks have gained considerable interest and adoption in recent years. However, the majority of existing crowdsourcing systems rely on central servers, which are subject to the weaknesses of traditional trust-based model, such as single point of failure. They are also vulnerable to distributed denial of service ( DDoS) and Sybil attacks due to malicious users involvement. In addition, high service fees from the crowdsourcing platform may hinder the development of crowdsourcing. How to address these potential issues has both research and substantial value. In this paper, we conceptualize a blockchain-based decentralized framework for crowdsourcing named CrowdBC, in which a requester's task can be solved by a crowd of workers without relying on any third trusted institution, users' privacy can be guaranteed and only low transaction fees are required. In particular, we introduce the architecture of our proposed framework, based on which we give a concrete scheme. We further implement a software prototype on Ethereum public test network with real-world dataset. Experiment results show the feasibility, usability, and scalability of our proposed crowdsourcing system.

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