Towards better selective forwarding and delay attacks detection
in wireless sensor networks

D 2016

Towards better selective forwarding and delay attacks detection in wireless sensor networks

STEHLÍK, Martin, Václav MATYÁŠ a Andriy STETSKO

Základní údaje

Originální název

Towards better selective forwarding and delay attacks detection in wireless sensor networks

Autoři

STEHLÍK, Martin (203 Česká republika, garant, domácí), Václav MATYÁŠ (203 Česká republika, domácí) a Andriy STETSKO (804 Ukrajina, domácí)

Vydání

Los Alamitos, 2016 IEEE 13th International Conference on Networking, Sensing, and Control (ICNSC), od s. 1-6, 6 s. 2016

Nakladatel

IEEE Computer Society

Další údaje

Jazyk

angličtina

Typ výsledku

Stať ve sborníku

Obor

10201 Computer sciences, information science, bioinformatics

Stát vydavatele

Spojené státy

Utajení

není předmětem státního či obchodního tajemství

Forma vydání

paměťový nosič (CD, DVD, flash disk)

Odkazy

URL

Kód RIV

RIV/00216224:14330/16:00087692

Organizační jednotka

Fakulta informatiky

ISBN

978-1-4673-9975-3

DOI

http://dx.doi.org/10.1109/ICNSC.2016.7478978

UT WoS

000386326100097

Klíčová slova anglicky

Collaboration;Delays;Evolutionary computation;Intrusion detection;Monitoring;Optimization;Wireless sensor networks

Štítky

firank_B

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 14. 5. 2020 15:21, RNDr. Pavel Šmerk, Ph.D.

Anotace

V originále

A number of intrusion detection techniques have been proposed to detect different kinds of active attacks on wireless sensor networks (WSNs). Selective forwarding and delay attacks are two simple but effective attacks that can disrupt the communication in WSNs. We propose two parametrized collaborative intrusion detection techniques and optimize their parameters for given scenarios using extensive simulations and multiobjective evolutionary algorithms. Moreover, we sample the whole search space to enable evaluation of evolution performance. We evaluate the influence of changes of the number of malicious nodes on the intrusion detection performance.

Návaznosti

VG20102014031, projekt VaV

Název: Experimentální vývoj bezpečnostní softwarové platformy se systémem detekce průniku a režimy ochrany soukromí pro bezdrátové senzorové sítě (Akronym: WSNSec)

Investor: Ministerstvo vnitra ČR, Experimentální vývoj bezpečnostní softwarové platformy se systémem detekce průniku a režimy ochrany soukromí pro bezdrátové senzorové sítě

Citovat

STEHLÍK, Martin, Václav MATYÁŠ a Andriy STETSKO. Towards better selective forwarding and delay attacks detection in wireless sensor networks. In 2016 IEEE 13th International Conference on Networking, Sensing, and Control (ICNSC). Los Alamitos: IEEE Computer Society, 2016, s. 1-6. ISBN 978-1-4673-9975-3. Dostupné z: https://dx.doi.org/10.1109/ICNSC.2016.7478978.

@inproceedings{1348290,
   author = {Stehlík, Martin and Matyáš, Václav and Stetsko, Andriy},
   address = {Los Alamitos},
   booktitle = {2016 IEEE 13th International Conference on Networking, Sensing, and Control (ICNSC)},
   doi = {http://dx.doi.org/10.1109/ICNSC.2016.7478978},
   keywords = {Collaboration;Delays;Evolutionary computation;Intrusion detection;Monitoring;Optimization;Wireless sensor networks},
   howpublished = {paměťový nosič},
   language = {eng},
   location = {Los Alamitos},
   isbn = {978-1-4673-9975-3},
   pages = {1-6},
   publisher = {IEEE Computer Society},
   title = {Towards better selective forwarding and delay attacks detection in wireless sensor networks},
   url = {http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7478978},
   year = {2016}
}

TY  - JOUR
ID  - 1348290
AU  - Stehlík, Martin - Matyáš, Václav - Stetsko, Andriy
PY  - 2016
TI  - Towards better selective forwarding and delay attacks detection in wireless sensor networks
PB  - IEEE Computer Society
CY  - Los Alamitos
SN  - 9781467399753
KW  - Collaboration;Delays;Evolutionary computation;Intrusion detection;Monitoring;Optimization;Wireless sensor networks
UR  - http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7478978
L2  - http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7478978
N2  - A number of intrusion detection techniques have been proposed to detect different kinds of active attacks on wireless sensor networks (WSNs). Selective forwarding and delay attacks are two simple but effective attacks that can disrupt the communication in WSNs. We propose two parametrized collaborative intrusion detection techniques and optimize their parameters for given scenarios using extensive simulations and multiobjective evolutionary algorithms. Moreover, we sample the whole search space to enable evaluation of evolution performance. We evaluate the influence of changes of the number of malicious nodes on the intrusion detection performance.
ER  -

STEHLÍK, Martin, Václav MATYÁŠ a Andriy STETSKO. Towards better selective forwarding and delay attacks detection in wireless sensor networks. In \textit{2016 IEEE 13th International Conference on Networking, Sensing, and Control (ICNSC)}. Los Alamitos: IEEE Computer Society, 2016, s.~1-6. ISBN~978-1-4673-9975-3. Dostupné z: https://dx.doi.org/10.1109/ICNSC.2016.7478978.

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