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AuthenticPeer: A Reputation Management System for Peer-to-Peer Wireless Sensor Networks

机译:AuthenticPeer:点对点无线传感器网络的信誉管理系统

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摘要

Reputation and trust are dominant challenges in peer-to-peer (P2P) networks in general and peer-to-peer sensor network (P2PWSN) in particular. Numerous efforts have been devoted to developing reputation management systems that can alleviate the difficulties in finding trustworthy communication partners in P2P networks. There are two main approaches in this field: peer-based reputation systems and message-based reputation systems, each of which has its own advantages and limitations. In this paper, we propose a new reputation system for P2PWSN, AuthenticPeer, which utilizes techniques from both approaches in a way that maximizes their advantages and overcomes their limitations. The proposed system has been tested thoroughly in various simulated P2PWSN environments under various number of files and common threat models. Experimental results illustrate enhanced performance of AuthenticPeer reputation system when compared to two P2P reputation systems, EigenTrust and Incremental EigenTrust, in terms of success rate of good users and fraction of inauthentic downloads, specifically with the threat models: individual malicious, malicious collective, camouflaged collective, and malicious spies, regardless of the number of files in the networks.
机译:信誉和信任是一般点对点(P2P)网络,尤其是点对点传感器网络(P2PWSN)的主要挑战。已经致力于开发信誉管理系统,以减轻在P2P网络中寻找可信赖的通信伙伴的困难。该领域有两种主要方法:基于对等的信誉系统和基于消息的信誉系统,每种方法都有其自身的优点和局限性。在本文中,我们提出了一种用于P2PWSN的新信誉系统AuthenticPeer,该系统利用两种方法中的技术来最大化其优势并克服其局限性。所提议的系统已经在各种模拟的P2PWSN环境中,在各种数量的文件和常见威胁模型下进行了全面测试。实验结果表明,与两个P2P信誉系统EigenTrust和Incremental EigenTrust相比,AuthenticPeer信誉系统的性能得到了提高,无论是良好用户的成功率还是虚假下载的比例,尤其是威胁模型:个别恶意,恶意集体,伪装集体和恶意间谍,无论网络中文件的数量如何。

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