Security Tools White Papers
Zone-Based Intrusion Detection for Mobile Ad Hoc Networks
Overview Intrusion Detection Systems (IDSs) for Mobile Ad hoc NETworks (MANETs) are indispensable since traditional intrusion prevention based techniques are not strong enough to protect MANETs. However, the dynamic environment of MANETs makes the design and implementation of IDSs a very challenging task. This paper presents a non-overlapping Zone-Based Intrusion Detection System (ZBIDS) that fits the requirement of MANETs. On the local detection part, it presents a general intrusion detection agent model and proposes a Markov Chain based anomaly detection algorithm. The paper focuses on the protection of MANET routing protocols and present the details regarding feature selection, data collection, data preprocess, Markov Chain construction, classifier construction and parameter tuning. It demonstrates that local detection alone cannot achieve desirable performance.
| Publisher | University of Victoria | File Format | |
|---|---|---|---|
| Date Published | July 2004 | ||
| Format | White Papers | ||
| Topics | |||
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