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Model-Based Evaluation of Distributed Intrusion Detection Protocols for Mobile Group Communication Systems

机译:移动通信系统基于模型的分布式入侵检测协议评估

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摘要

Under highly security vulnerable, resource-restricted, and dynamically changing mobile ad hoc environments, it is critical to be able to maximize the system lifetime while bounding the communication response time for mission-oriented mobile groups. In this paper, we analyze the tradeoff of security versus performance for distributed intrusion detection protocols employed in mobile group communication systems (GCSs). We investigate a distributed voting-based intrusion detection protocol for GCSs in multi-hop mobile ad hoc networks and examine the effect of intrusion detection on system survivability measured by the mean time to security failure (MTTSF) metric and efficiency measured by the communication cost metric. We identify optimal design settings under which the MTTSF metric can be best traded off for the communication cost metric or vice versa. We conduct extensive simulation to validate analytical results obtained. This work provides a general model-based evaluation framework for developing and analyzing intrusion detection protocols that can dynamically adapt to changing attacker strengths with the goal of system lifetime optimization and/or communication cost minimization.
机译:在高度安全的易受攻击,资源受限且动态变化的Ad hoc环境中,至关重要的是能够在限制面向任务的移动组的通信响应时间的同时最大化系统寿命。在本文中,我们分析了移动组通信系统(GCS)中采用的分布式入侵检测协议的安全性与性能之间的权衡。我们研究了针对多跳移动自组织网络中GCS的基于分布式投票的入侵检测协议,并检查了入侵检测对系统生存能力的影响(通过平均安全失效时间(MTTSF)度量)和效率(通过通信成本度量) 。我们确定了最佳的设计设置,在该设置下可以最佳地权衡MTTSF指标与通信成本指标,反之亦然。我们进行了广泛的模拟,以验证获得的分析结果。这项工作为开发和分析入侵检测协议提供了一个基于模型的通用评估框架,该入侵检测协议可以动态地适应不断变化的攻击者优势,从而达到系统生命周期优化和/或通信成本最小化的目标。

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