基于流量的入侵检测在802.15.4传感器集群中的可行性评估

21st International Conference on Advanced Information Networking and Applications (AINA '07) Pub Date : 2007-05-21 DOI:10.1109/AINA.2007.65

V. Mišić, J. Begum

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引用次数: 7

摘要

我们研究了一种简单的、基于流量的入侵检测方法的可行性，该方法适用于符合IEEE 802.15.4标准的传感器集群，运行在信标启用的槽CSMA-CA模式下。我们使用简单的指数平均来过滤掉个别设备到达率的一些固有变异性，并在决策过程中引入了一个小的滞后，以避免由于抖动引起的假警报。初步结果表明，采用这种方法实现的入侵检测确实可以快速有效地运行。

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Evaluating the Feasibility of Traffic-Based Intrusion Detection in an 802.15.4 Sensor Cluster

We investigate the feasibility of a simple, traffic volume-based intrusion detection for an IEEE 802.15.4 compliant sensor cluster operating in beacon-enabled, slotted CSMA-CA mode. We have used simple exponential averaging to filter out some of the inherent variability in individual device arrival rate, and introduced a small hysteresis in the decision process in order to avoid false alarms due to dithering. Initial results demonstrate that the intrusion detection implemented in this manner may indeed operate quickly and efficiently.

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21st International Conference on Advanced Information Networking and Applications (AINA '07)

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