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Toward a testbed for evaluating computational trust models: experiments and analysis

机译:面向评估计算信任模型的测试平台:实验和分析

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Abstract We propose a generic testbed for evaluating social trust models and we show how existing models can fit our tesbed. To showcase the flexibility of our design, we implemented a prototype and evaluated three trust algorithms, namely EigenTrust, PeerTrust and Appleseed, for their vulnerabilites to attacks and compliance to various trust properties. For example, we were able to exhibit discrepancies between EigenTrust and PeerTrust, as well as trade-offs between resistance to slandering attacks versus self-promotion.
机译:摘要我们提出了一个用于评估社会信任模型的通用测试平台,并展示了现有模型如何适合我们的测试平台。为了展示我们设计的灵活性,我们实施了一个原型,并评估了三种信任算法,即EigenTrust,PeerTrust和Appleseed,因为它们容易受到攻击,并且无法满足各种信任属性。例如,我们能够展示EigenTrust和PeerTrust之间的差异,以及在抵制诽谤攻击与自我提升之间的权衡。

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