Improving Intrusion Detection Systems for Wireless Sensor
Networks

D 2014

Improving Intrusion Detection Systems for Wireless Sensor Networks

STETSKO, Andriy, Tobiáš SMOLKA, Václav MATYÁŠ and Martin STEHLÍK

Basic information

Original name

Improving Intrusion Detection Systems for Wireless Sensor Networks

Authors

STETSKO, Andriy (804 Ukraine, guarantor, belonging to the institution), Tobiáš SMOLKA (703 Slovakia, belonging to the institution), Václav MATYÁŠ (203 Czech Republic, belonging to the institution) and Martin STEHLÍK (203 Czech Republic, belonging to the institution)

Edition

Heidelberg, Applied Cryptography and Network Security, p. 343-360, 18 pp. 2014

Publisher

Springer

Other information

Language

English

Type of outcome

Stať ve sborníku

Field of Study

10201 Computer sciences, information science, bioinformatics

Country of publisher

Germany

Confidentiality degree

není předmětem státního či obchodního tajemství

Publication form

storage medium (CD, DVD, flash disk)

References:

Springer

Impact factor

Impact factor: 0.402 in 2005

RIV identification code

RIV/00216224:14330/14:00073679

Organization unit

Faculty of Informatics

ISBN

978-3-319-07535-8

ISSN

DOI

http://dx.doi.org/10.1007/978-3-319-07536-5_21

Keywords in English

Intrusion detection; optimization; wireless sensor networks

Abstract

V originále

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.

Links

GAP202/11/0422, research and development project

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

Investor: Czech Science Foundation

Citovat

STETSKO, Andriy, Tobiáš SMOLKA, Václav MATYÁŠ and Martin STEHLÍK. Improving Intrusion Detection Systems for Wireless Sensor Networks. In Ioana Boureanu, Philippe Owesarski, Serge Vaudenay. Applied Cryptography and Network Security. Heidelberg: Springer, 2014, p. 343-360. ISBN 978-3-319-07535-8. Available from: https://dx.doi.org/10.1007/978-3-319-07536-5_21.

@inproceedings{1185571,
   author = {Stetsko, Andriy and Smolka, Tobiáš and Matyáš, Václav and Stehlík, Martin},
   address = {Heidelberg},
   booktitle = {Applied Cryptography and Network Security},
   doi = {http://dx.doi.org/10.1007/978-3-319-07536-5_21},
   editor = {Ioana Boureanu, Philippe Owesarski, Serge Vaudenay},
   keywords = {Intrusion detection; optimization; wireless sensor networks},
   howpublished = {paměťový nosič},
   language = {eng},
   location = {Heidelberg},
   isbn = {978-3-319-07535-8},
   pages = {343-360},
   publisher = {Springer},
   title = {Improving Intrusion Detection Systems for Wireless Sensor Networks},
   url = {http://link.springer.com/chapter/10.1007%2F978-3-319-07536-5_21},
   year = {2014}
}

TY  - JOUR
ID  - 1185571
AU  - Stetsko, Andriy - Smolka, Tobiáš - Matyáš, Václav - Stehlík, Martin
PY  - 2014
TI  - Improving Intrusion Detection Systems for Wireless Sensor Networks
PB  - Springer
CY  - Heidelberg
SN  - 9783319075358
KW  - Intrusion detection
KW  - optimization
KW  - wireless sensor networks
UR  - http://link.springer.com/chapter/10.1007%2F978-3-319-07536-5_21
L2  - http://link.springer.com/chapter/10.1007%2F978-3-319-07536-5_21
N2  - 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.
ER  -

STETSKO, Andriy, Tobiáš SMOLKA, Václav MATYÁŠ and Martin STEHLÍK. Improving Intrusion Detection Systems for Wireless Sensor Networks. In Ioana Boureanu, Philippe Owesarski, Serge Vaudenay. \textit{Applied Cryptography and Network Security}. Heidelberg: Springer, 2014, p.~343-360. ISBN~978-3-319-07535-8. Available from: https://dx.doi.org/10.1007/978-3-319-07536-5\_{}21.

Detailed Information on Publication Record