Reputation based trust management system for MANET

Arijita Banerjee, S. Neogy, C. Chowdhury
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引用次数: 24

Abstract

Trust can be interpreted as a subjective belief resulting from past interactions that predicts the future behavior of the trustee. Trust management in distributed and resource-constraint networks, such as mobile ad hoc networks (MANETs) is much more difficult but more crucial than in traditional hierarchical architectures, such as the base station- or access point-centered wireless LANs. Generally, MANET is characterized by decentralized control. Hence no Trusted Third Parties can be used. The trust information or evidence used to evaluate trustworthiness is only provided by peers, i.e. other nodes that form the network. Due to the dynamically changing topology and limited resources (power, bandwidth, computation etc.) the trust evaluation procedure should only rely on local information. In this paper, we propose a reputation-based trust management system for detecting and preventing MANET vulnerabilities. Both active (malicious nodes) and passive (selfish nodes) attacks are investigated and our scheme cooperatively helps the nodes to exclude them from the network while tolerating transient faults. The scheme can work with any on-demand routing protocol. We evaluated the performance of our scheme in a discrete event-simulation environment. The results indicate scalability and robustness of our proposed scheme.
基于声誉的MANET信任管理系统
信任可以被解释为一种主观信念,这种信念是由过去的互动产生的,它预测了受托人未来的行为。在分布式和资源约束网络(如移动自组织网络(manet))中,信任管理比传统的分层体系结构(如以基站或接入点为中心的无线局域网)更加困难,但也更加重要。一般而言,MANET具有分散控制的特点。因此,没有可信的第三方可以使用。用于评估可信度的信任信息或证据仅由对等体提供,即构成网络的其他节点。由于拓扑结构的动态变化和有限的资源(功率、带宽、计算量等),信任评估过程只能依赖于局部信息。在本文中,我们提出了一个基于声誉的信任管理系统来检测和预防MANET漏洞。对主动(恶意节点)和被动(自私节点)攻击进行了研究,该方案在容忍瞬态故障的同时协同帮助节点将它们排除在网络之外。该方案适用于任何按需路由协议。我们在一个离散事件模拟环境中评估了我们的方案的性能。结果表明了该方案的可扩展性和鲁棒性。
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