REPUTABLE-A Decentralized Reputation System for Blockchain-Based Ecosystems

被引:9
|
作者
Arshad, Junaid [1 ]
Azad, Muhammad Ajmal [2 ]
Prince, Alousseynou [1 ]
Ali, Jahid [1 ]
Papaioannou, Thanasis G. [3 ]
机构
[1] Birmingham City Univ, Sch Comp & Digital Technol, Birmingham B5 5JU, W Midlands, England
[2] Univ Derby, Dept Comp Sci, Derby DE22 1GB, England
[3] Athens Univ Econ & Business AUEB, Athens 10434, Greece
基金
欧盟地平线“2020”;
关键词
Blockchains; Privacy; Ecosystems; Data privacy; Reliability; Peer-to-peer computing; Reputation; privacy; unlinkability; blockchain; trust; PRIVACY;
D O I
10.1109/ACCESS.2022.3194038
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Reputation systems are an important means to facilitate trustworthy interactions between on-and off-chain services and users. However, contemporary reputation systems are typically dependent on a trusted central authority to preserve privacy of raters or on adding noise into the user feedback. Moreover, the accuracy of reputation values relies on the integrity of user feedback or input; this feedback should not be tampered with or misused for other purposes. This paper presents blockchain-based reputation system named REPUTABLE (A Decentralized Reputation System for blockchain-based Ecosystems), which computes the reputation of service providers and external services within a blockchain ecosystem through decentralized on-chain and off-chain implementation. Specifically, REPUTABLE not only ensures privacy, but also reliability, integrity and accuracy of reputation values, while incurring minimal overhead. It also enables performing certain data or statistical analytics functions on user feedback, whilst preserving security, privacy, accountability and unlinkability of participants and their feedback. We present a proof-of-concept implementation and a demonstration of the REPUTABLE system. Finally, by means of formal and empirical evaluation, we show the effectiveness of our proposed system to preserve the anonymity of user feedback and the high performance of its blockchain-based implementation.
引用
收藏
页码:79948 / 79961
页数:14
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