Optimization of Intrusion Detection Systems for Wireless Sensor Networks Using Evolutionary Algorithms

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F13%3A00065733" target="_blank" >RIV/00216224:14330/13:00065733 - isvavai.cz</a>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Optimization of Intrusion Detection Systems for Wireless Sensor Networks Using Evolutionary Algorithms

Popis výsledku v původním jazyce

Wireless sensor networks (WSNs) are a type of ad hoc wireless networks with several specifics. WSNs consist of sensor nodes that monitor some environment and send measurements hop-by-hop to a base station (BS). Sensor nodes are low-cost devices highly restricted in their resources regarding to the size of memory, the microcontroller performance and last but not least the energy supply limited by the battery capacity. The concept of the WSNs opens an area for novel attacks. Active attacks, where the attacker manipulates communication, can be detected by an intrusion detection system (IDS) running on the sensor nodes in a distributive and collaborative manner. Since the IDS necessary brings an overhead to the computation and wireless communication of thesensor nodes, it should be deployed with respect to the restricted WSNs. Our goal is to optimize IDS parameters towards solutions suitable for various scenarios and to deal with trade-off between IDS accuracy and WSN performance and life

Název v anglickém jazyce

Optimization of Intrusion Detection Systems for Wireless Sensor Networks Using Evolutionary Algorithms

Popis výsledku anglicky

Wireless sensor networks (WSNs) are a type of ad hoc wireless networks with several specifics. WSNs consist of sensor nodes that monitor some environment and send measurements hop-by-hop to a base station (BS). Sensor nodes are low-cost devices highly restricted in their resources regarding to the size of memory, the microcontroller performance and last but not least the energy supply limited by the battery capacity. The concept of the WSNs opens an area for novel attacks. Active attacks, where the attacker manipulates communication, can be detected by an intrusion detection system (IDS) running on the sensor nodes in a distributive and collaborative manner. Since the IDS necessary brings an overhead to the computation and wireless communication of thesensor nodes, it should be deployed with respect to the restricted WSNs. Our goal is to optimize IDS parameters towards solutions suitable for various scenarios and to deal with trade-off between IDS accuracy and WSN performance and life

Druh

D - Stať ve sborníku

CEP obor

IN - Informatika

OECD FORD obor

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Projekt

<a href="/cs/project/VG20102014031" target="_blank" >VG20102014031: Experimentální vývoj bezpečnostní softwarové platformy se systémem detekce průniku a režimy ochrany soukromí pro bezdrátové senzorové sítě</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2013

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Security and Protection of Information 2013

ISBN

9788072319220

ISSN

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e-ISSN

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Počet stran výsledku

6

Strana od-do

119-124

Název nakladatele

University of Defence

Místo vydání

Brno

Místo konání akce

Brno

Datum konání akce

22. 5. 2013

Typ akce podle státní příslušnosti

EUR - Evropská akce

Kód UT WoS článku

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