实现可持续信任:实用的 SGX 匿名声誉辅助系统

IF 3 3区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE IEEE Transactions on Sustainable Computing Pub Date : 2023-08-24 DOI:10.1109/TSUSC.2023.3308081
Xu Yang;Xuechao Yang;Junwei Luo;Xun Yi;Ibrahim Khalil;Shangqi Lai;Wei Wu;Albert Y. Zomaya
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引用次数: 0

摘要

声誉系统被广泛用于提供一个值得信赖的环境,并提高在线讨论的可持续性。它们通过收集和统计不同用户的反馈,帮助用户了解和评价信息的质量。然而,在大多数声誉系统中,一个共同的问题是如何同时维护用户的声誉和保护他们的匿名性。本文介绍了一种基于 SGX 的新型实用匿名信誉系统。匿名信誉系统的建立对基于信誉的在线应用中的可持续信任有积极作用。我们的系统利用英特尔 SGX 和 Bloom 过滤器实现了信誉和匿名的结合。此外,还采用了 Path ORAM 算法来抵御侧信道攻击。实验证明,我们的系统在计算和存储成本方面实现了高性能。与两款最先进的匿名信誉系统相比,我们的系统具有更好的计算性能,至少提高了三个数量级。
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Towards Sustainable Trust: A Practical SGX Aided Anonymous Reputation System
Reputation systems are widely used to provide a trustworthy environment and improve the sustainability of online discussions. They help users understand and evaluate the quality of information by collecting and counting feedback from different users. However, a common issue in most reputation systems is how to maintain users’ reputation and protect their anonymity simultaneously. In this paper, we introduce a new practical anonymous reputation system based on SGX. The establishment of an anonymous reputation system has a positive effect on sustainable trust in reputation-based online applications. Our system achieves the combination of reputation and anonymity by utilizing Intel SGX and the Bloom filter. The Path ORAM algorithm is also implemented to resist side-channel attacks. The experiments demonstrate that our system achieves high performance in terms of computation and storage costs. When compared to two state-of-the-art anonymous reputation systems, our system has better computation performance with at least three orders of magnitude.
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来源期刊
IEEE Transactions on Sustainable Computing
IEEE Transactions on Sustainable Computing Mathematics-Control and Optimization
CiteScore
7.70
自引率
2.60%
发文量
54
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