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RAPID: A Traffic-Agnostic Intrusion Detection for Resource-Constrained Wireless Mesh Networks

机译:RAPID:针对资源受限的无线网状网络的流量不可知的入侵检测

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摘要

Due to the recent increased interest in wireless mesh networks(WMN), their security challenges have become of paramountimportance. An important security mechanismfor WMN, intrusion detection, has received considerable attentionfrom the research community. Recent results showthat traditional monitoring mechanisms are not applicableto real-worldWMNdue to their constrained resources (memoryand processing power), which result in high false negativerates since only few IDS functions can be activatedon monitoring nodes. Cooperative solutions, on the otherhand, have high communication overhead and detection delaywhen traffic is high. A practical traffic-aware IDS solutionwas recently proposed for resource-constrained WMN,however, traffic-awareness might not be feasible for someWMN applications. This paper proposes a traffic-agnosticIDS solution that uses a link-coverage approach to monitorboth local and backbone WMN traffic. Using real-world experimentsand extensive simulations we show our proposedIDS solutions outperform traffic-aware IDS solutions whilerequiring lower computation and communication overhead.
机译:由于最近对无线网状网络(WMN)的兴趣增加,它们的安全性挑战已变得至关重要。 WMN的重要安全机制,即入侵检测,已引起研究界的广泛关注。最近的结果表明,传统的监视机制由于其受限的资源(内存和处理能力)而不适用于实际的WMN,这导致较高的错误否定率,因为在监视节点上只能激活很少的IDS功能。另一方面,协作解决方案在通信量大时具有较高的通信开销和检测延迟。最近针对资源受限的WMN​​提出了一种实用的流量感知IDS解决方案,但是,对于某些WMN应用来说,流量感知可能不可行。本文提出了一种流量不可知的IDS解决方案,该解决方案使用链接覆盖方法来监视本地和骨干WMN流量。通过实际实验和广泛的仿真,我们证明了我们提出的IDS解决方案优于流量感知的IDS解决方案,同时需要更低的计算和通信开销。

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