Improving Intrusion Detection Systems for Wireless Sensor Networks

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Authors

STETSKO Andriy SMOLKA Tobiáš MATYÁŠ Václav STEHLÍK Martin

Year of publication 2014
Type Article in Proceedings
Conference Applied Cryptography and Network Security
MU Faculty or unit

Faculty of Informatics

Citation
Web Springer
Doi http://dx.doi.org/10.1007/978-3-319-07536-5_21
Field Informatics
Keywords Intrusion detection; optimization; wireless sensor networks
Description A considerable amount of research has been undertaken in the field of intrusion detection in wireless sensor networks. Researchers proposed a number of relevant mechanisms, and it is not an easy task to select the right ones for a given application scenario. Even when a network operator knows what mechanism to use, it remains an open issue how to configure this particular mechanism in such a way that it is efficient for the particular needs. We propose a framework that optimizes the configuration of an intrusion detection system in terms of detection accuracy and memory usage. There is a variety of scenarios, and a single set of configuration values is not optimal for all of them. Therefore, we believe, such a framework is of a great value for a network operator who needs to optimize an intrusion detection system for his particular needs, e.g., attacker model, environment, node parameters.
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