Improving Intrusion Detection Systems for Wireless Sensor Networks

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Publikace nespadá pod Filozofickou fakultu, ale pod Fakultu informatiky. Oficiální stránka publikace je na webu muni.cz.
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STETSKO Andriy SMOLKA Tobiáš MATYÁŠ Václav STEHLÍK Martin

Rok publikování 2014
Druh Článek ve sborníku
Konference Applied Cryptography and Network Security
Fakulta / Pracoviště MU

Fakulta informatiky

Citace
www Springer
Doi http://dx.doi.org/10.1007/978-3-319-07536-5_21
Obor Informatika
Klíčová slova Intrusion detection; optimization; wireless sensor networks
Popis 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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