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Accession Number:
AD1004682
Title:
GlobalTrust: An Attack Resilient Reputation System for Tactical Networks
Descriptive Note:
Conference Paper
Corporate Author:
U.S. Army Research Laboratory Adelphi United States
Report Date:
2014-07-03
Pagination or Media Count:
9.0
Abstract:
In a military tactical network where a trust authority e.g., a commander makes a decision during a mission, assessing the trustworthiness of participating entities accurately is critical to mission success. In this work, we propose a trust-based reputation management scheme, called GlobalTrust, for minimizing false decisions on the reputation of nodes in the network. In the proposed scheme, nodes may be compromised and provide incorrect opinions to the trust authority, who conducts reputation evaluation towards all nodes based on the provided opinions. GlobalTrust achieves three goals 1 maintaining a consistent global view towards each node 2 obtaining high resiliency against various attack patterns and 3 attaining highly accurate reputation values of nodes. Through extensive simulations comparing GlobalTrust with other existing schemes, we show that GlobalTrust minimizes false decisions while maintaining high resilience against various attack behaviors. Specifically, under various attacks, GlobalTrust can achieve a highly accurate consistent view on nodes reputations even when the number of malicious nodes is up to 40 of all participating nodes.
Distribution Statement:
APPROVED FOR PUBLIC RELEASE