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

D 2012

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

STETSKO, Andriy; Tobiáš SMOLKA; Filip JURNEČKA a Václav MATYÁŠ

Základní údaje

Originální název

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

Autoři

STETSKO, Andriy; Tobiáš SMOLKA; Filip JURNEČKA a Václav MATYÁŠ

Vydání

Belgium, SIMUTOOLS '12: Proceedings of the 5th International ICST Conference on Simulation Tools and Techniques, od s. 75-84, 10 s. 2012

Nakladatel

ICST

Další údaje

Jazyk

angličtina

Typ výsledku

Stať ve sborníku

Obor

10201 Computer sciences, information science, bioinformatics

Stát vydavatele

Belgie

Utajení

není předmětem státního či obchodního tajemství

Forma vydání

elektronická verze "online"

Označené pro přenos do RIV

Ano

Kód RIV

RIV/00216224:14330/12:00057321

Organizační jednotka

Fakulta informatiky

ISBN

978-1-4503-1510-4

Klíčová slova anglicky

Intrusion detection;Castalia;Cooja;comparison;evaluation;MiXiM;simulator;wireless sensor network;WSNet

Štítky

best

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 1. 4. 2013 10:16, RNDr. Andrij Stecko, Ph.D.

Anotace

V originále

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.

Návaznosti

GAP202/11/0422, projekt VaV

Název: Bezpečnostní protokoly podporující soukromí a detekce průniku v bezdrátových senzorových sítích (Akronym: P202/11/0422)

Investor: Grantová agentura ČR, Bezpečnostní protokoly podporující soukromí a detekce průniku v bezdrátových senzorových sítích

Citovat

STETSKO, Andriy; Tobiáš SMOLKA; Filip JURNEČKA a Václav MATYÁŠ. On the Credibility of Wireless Sensor Network Simulations: Evaluation of Intrusion Detection System. Online. In SIMUTOOLS '12: Proceedings of the 5th International ICST Conference on Simulation Tools and Techniques. Belgium: ICST, 2012, s. 75-84. ISBN 978-1-4503-1510-4.

@inproceedings{977194,
   author = {Stetsko, Andriy and Smolka, Tobiáš and Jurnečka, Filip and Matyáš, Václav},
   address = {Belgium},
   booktitle = {SIMUTOOLS '12: Proceedings of the 5th International ICST Conference on Simulation Tools and Techniques},
   keywords = {Intrusion detection;Castalia;Cooja;comparison;evaluation;MiXiM;simulator;wireless sensor network;WSNet},
   howpublished = {elektronická verze "online"},
   language = {eng},
   location = {Belgium},
   isbn = {978-1-4503-1510-4},
   pages = {75-84},
   publisher = {ICST},
   title = {On the Credibility of Wireless Sensor Network Simulations: Evaluation of Intrusion Detection System},
   year = {2012}
}

TY  - CONF
ID  - 977194
AU  - Stetsko, Andriy - Smolka, Tobiáš - Jurnečka, Filip - Matyáš, Václav
PY  - 2012
TI  - On the Credibility of Wireless Sensor Network Simulations: Evaluation of Intrusion Detection System
PB  - ICST
CY  - Belgium
SN  - 9781450315104
KW  - Intrusion detection;Castalia;Cooja;comparison;evaluation;MiXiM;simulator;wireless sensor network;WSNet
N2  - 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.
ER  -

STETSKO, Andriy; Tobiáš SMOLKA; Filip JURNEČKA a Václav MATYÁŠ. On the Credibility of Wireless Sensor Network Simulations: Evaluation of Intrusion Detection System. Online. In \textit{SIMUTOOLS '12: Proceedings of the 5th International ICST Conference on Simulation Tools and Techniques}. Belgium: ICST, 2012, s.~75-84. ISBN~978-1-4503-1510-4.

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