非结构化点对点网络的组声誉聚合方法

A. Matsumoto, Yo Mashimo, Masanori Yasutomi, H. Shigeno
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引用次数: 8

摘要

在非结构化点对点网络中,信誉聚合方法用于评估参与节点的可信度和打击恶意节点的行为。信誉聚合方法是在P2P网络中,每个对等体通过汇总从每个对等体获得的本地分数来计算全局分数。在结构化的P2P网络中,每个对等点与其他对等点交换本地分数。本文提出了一种用于非结构化P2P网络的信誉聚合方法。但是,随着网络中对等体数量的增加,Gossip Trust存在通信频率高、聚合时间长等问题。本文提出了一种基于ID-List的群组信任(ILGT)的信誉聚合方法。ILGT通过使用ID列表来限制参与声誉聚合过程的对等体数量并共享全局分数。ILGT提高了通信频率和聚合时间。通过计算机仿真,将该方法与Gossip Trust进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ILGT: Group Reputation Aggregation Method for Unstructured Peer-to-Peer Networks
Reputation aggregation methods in unstructured Peer-to-Peer(P2P) networks are used to evaluate the trustworthiness of participating peers and to combat malicious peer’s behaviors. In the reputation aggregation method, each peer calculates global scores by aggregating local scores which are obtained from each peer in P2P networks. In structured P2P networks, each peer exchanges local scores with other peers. Gossip Trust is proposed as a reputation aggregation method for the unstructured P2P networks. However, Gossip Trust has problem that high frequency of munications and long aggregation time increase as the number of peers in the network increase. In this paper, we propose a reputation aggregation method called ”ID-List based Group Trust(ILGT)”. ILGT limits the number of peers that icipate in reputation aggregation process and share the global scores by using list of ID. And ILGT improves communication frequency and aggregation time. Through computer simulations, we compare the proposed method ILGT with Gossip Trust.
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