Effectiveness Metrics for Intrusion Detection in Wireless
Sensor Networks

D 2009

Effectiveness Metrics for Intrusion Detection in Wireless Sensor Networks

STETSKO, Andriy and Václav MATYÁŠ

Basic information

Original name

Effectiveness Metrics for Intrusion Detection in Wireless Sensor Networks

Authors

STETSKO, Andriy (804 Ukraine, guarantor, belonging to the institution) and Václav MATYÁŠ (203 Czech Republic, belonging to the institution)

Edition

Los Alamitos (CA, USA), EC2ND 2009 : European Conference on Computer Network Defense, p. 21-28, 8 pp. 2009

Publisher

IEEE Computer Society

Other information

Language

English

Type of outcome

Stať ve sborníku

Field of Study

10201 Computer sciences, information science, bioinformatics

Country of publisher

United States of America

Confidentiality degree

není předmětem státního či obchodního tajemství

Publication form

electronic version available online

References:

URL

RIV identification code

RIV/00216224:14330/09:00044286

Organization unit

Faculty of Informatics

ISBN

978-0-7695-3983-6

Keywords in English

evaluation metrics;intrusion detection system;wireless sensor network

Abstract

V originále

Wireless sensor networks cannot be secured against internal attacker with only cryptographic techniques because their nodes are not physically protected and can be easily captured by the attacker. Therefore, in this work we consider intrusion detection systems that monitor behavior of sensor nodes and detect the malicious ones among them. Our work is exploratory in that we propose metrics for evaluation of these systems. There are evaluation metrics for intrusion detection systems for conventional wired and wireless networks. However, to our best knowledge there is no work that proposes evaluation metrics for intrusion detection systems for wireless sensor networks. We divide the proposed metrics into two groups. In the first group there are metrics for detection techniques without a response mechanism. In the second group there are metrics for detection techniques together with a response mechanism.

Links

GD102/09/H042, research and development project

Name: Matematické a inženýrské metody pro vývoj spolehlivých a bezpečných paralelních a distribuovaných počítačových systémů

Investor: Czech Science Foundation

LA09016, research and development project

Name: Účast ČR v European Research Consortium for Informatics and Mathematics (ERCIM) (Acronym: ERCIM)

Investor: Ministry of Education, Youth and Sports of the CR, Czech Republic membership in the European Research Consortium for Informatics and Mathematics

Citovat

STETSKO, Andriy and Václav MATYÁŠ. Effectiveness Metrics for Intrusion Detection in Wireless Sensor Networks. Online. In EC2ND 2009 : European Conference on Computer Network Defense. Los Alamitos (CA, USA): IEEE Computer Society, 2009, p. 21-28. ISBN 978-0-7695-3983-6.

@inproceedings{890249,
   author = {Stetsko, Andriy and Matyáš, Václav},
   address = {Los Alamitos (CA, USA)},
   booktitle = {EC2ND 2009 : European Conference on Computer Network Defense},
   keywords = {evaluation metrics;intrusion detection system;wireless sensor network},
   howpublished = {elektronická verze "online"},
   language = {eng},
   location = {Los Alamitos (CA, USA)},
   isbn = {978-0-7695-3983-6},
   pages = {21-28},
   publisher = {IEEE Computer Society},
   title = {Effectiveness Metrics for Intrusion Detection in Wireless Sensor Networks},
   url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5494336},
   year = {2009}
}

TY  - JOUR
ID  - 890249
AU  - Stetsko, Andriy - Matyáš, Václav
PY  - 2009
TI  - Effectiveness Metrics for Intrusion Detection in Wireless Sensor Networks
PB  - IEEE Computer Society
CY  - Los Alamitos (CA, USA)
SN  - 9780769539836
KW  - evaluation metrics;intrusion detection system;wireless sensor network
UR  - http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5494336
N2  - Wireless sensor networks cannot be secured against internal attacker with only cryptographic techniques because their nodes are not physically protected and can be easily captured by the attacker. Therefore, in this work we consider intrusion detection systems that monitor behavior of sensor nodes and detect the malicious ones among them. Our work is exploratory in that we propose metrics for evaluation of these systems. There are evaluation metrics for intrusion detection systems for conventional wired and wireless networks. However, to our best knowledge there is no work that proposes evaluation metrics for intrusion detection systems for wireless sensor networks. We divide the proposed metrics into two groups. In the first group there are metrics for detection techniques without a response mechanism. In the second group there are metrics for detection techniques together with a response mechanism.
ER  -

STETSKO, Andriy and Václav MATYÁŠ. Effectiveness Metrics for Intrusion Detection in Wireless Sensor Networks. Online. In \textit{EC2ND 2009 : European Conference on Computer Network Defense}. Los Alamitos (CA, USA): IEEE Computer Society, 2009, p.~21-28. ISBN~978-0-7695-3983-6.

Detailed Information on Publication Record