On the Credibility of Wireless Sensor Network Simulations: Evaluation of Intrusion Detection System

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Publikace nespadá pod Ekonomicko-správní fakultu, ale pod Fakultu informatiky. Oficiální stránka publikace je na webu muni.cz.
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STETSKO Andriy SMOLKA Tobiáš JURNEČKA Filip MATYÁŠ Václav

Rok publikování 2012
Druh Článek ve sborníku
Konference SIMUTOOLS '12: Proceedings of the 5th International ICST Conference on Simulation Tools and Techniques
Fakulta / Pracoviště MU

Fakulta informatiky

Citace
Obor Informatika
Klíčová slova Intrusion detection;Castalia;Cooja;comparison;evaluation;MiXiM;simulator;wireless sensor network;WSNet
Popis In the field of wireless sensor networks, not many schemes are tested on real hardware. System designers usually give preference to simulations since their preparation and execution require significantly less time and money than experiments on real hardware. In this paper, we present a practical research on four open-source simulators, i.e., Castalia, Cooja, MiXiM and WSNet. Recently, using a simple test case, we demonstrated that usage of different simulators results into different evaluation outcomes even though the simulators are set in the same way, and the same evaluation metric is used - a number of packets received by sensor nodes. We hypothesized possible sources of the differences, but we did not thoroughly examine them. In this paper, we rigorously examine the simulators and present our findings regarding the sources of the differences. Also, we evaluate their impact on the evaluation of a more complex system - the intrusion detection system.
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