Evolutionary Design of Attack Strategies

D 2013

Evolutionary Design of Attack Strategies

KŮR, Jiří, Václav MATYÁŠ and Petr ŠVENDA

Basic information

Original name

Evolutionary Design of Attack Strategies

Authors

KŮR, Jiří (203 Czech Republic, guarantor, belonging to the institution), Václav MATYÁŠ (203 Czech Republic, belonging to the institution) and Petr ŠVENDA (203 Czech Republic, belonging to the institution)

Edition

Německo, Security Protocols XVII - 17th International Workshop, Revised Selected Papers, p. 3-17, 15 pp. 2013

Publisher

Springer Verlag

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

printed version "print"

Impact factor

Impact factor: 0.402 in 2005

RIV identification code

RIV/00216224:14330/13:00067651

Organization unit

Faculty of Informatics

ISBN

978-3-642-36212-5

ISSN

DOI

http://dx.doi.org/10.1007/978-3-642-36213-2_2

Keywords in English

Attack strategy; Evolutionary Algorithm; Security; Wireless Sensor Network

Abstract

V originále

We propose and investigate a new concept for automatic search for attack strategies and demonstrate its use in the area of wireless sensor networks. We exploit mechanisms inspired by the biological evolution, known as Evolutionary Algorithms and we use a combination of simulation (or real system execution) with a candidate attacks generator. Each candidate is evaluated, its success is measured and used as a guiding input for the next generation of candidates. Evolutionary Algorithms perform well in case they evaluate a large number of candidate attack strategies, and thus we have focused on applications where quality can be assessed fast (in order of seconds and optimally less).

Links

LG13010, research and development project

Name: Zastoupení ČR v European Research Consortium for Informatics and Mathematics (Acronym: ERCIM-CZ)

Investor: Ministry of Education, Youth and Sports of the CR

Citovat

KŮR, Jiří, Václav MATYÁŠ and Petr ŠVENDA. Evolutionary Design of Attack Strategies. In Christianson, B., Malcolm, J. A., Matyáš, V., Roe, M. Security Protocols XVII - 17th International Workshop, Revised Selected Papers. Německo: Springer Verlag, 2013, p. 3-17. ISBN 978-3-642-36212-5. Available from: https://dx.doi.org/10.1007/978-3-642-36213-2_2.

@inproceedings{1083037,
   author = {Kůr, Jiří and Matyáš, Václav and Švenda, Petr},
   address = {Německo},
   booktitle = {Security Protocols XVII - 17th International Workshop, Revised Selected Papers},
   doi = {http://dx.doi.org/10.1007/978-3-642-36213-2_2},
   editor = {Christianson, B., Malcolm, J. A., Matyáš, V., Roe, M.},
   keywords = {Attack strategy; Evolutionary Algorithm; Security; Wireless Sensor Network},
   howpublished = {tištěná verze "print"},
   language = {eng},
   location = {Německo},
   isbn = {978-3-642-36212-5},
   pages = {3-17},
   publisher = {Springer Verlag},
   title = {Evolutionary Design of Attack Strategies},
   year = {2013}
}

TY  - JOUR
ID  - 1083037
AU  - Kůr, Jiří - Matyáš, Václav - Švenda, Petr
PY  - 2013
TI  - Evolutionary Design of Attack Strategies
PB  - Springer Verlag
CY  - Německo
SN  - 9783642362125
KW  - Attack strategy
KW  - Evolutionary Algorithm
KW  - Security
KW  - Wireless Sensor Network
N2  - We propose and investigate a new concept for automatic search for attack strategies and demonstrate its use in the area of wireless sensor networks. We exploit mechanisms inspired by the biological evolution, known as Evolutionary Algorithms and we use a combination of simulation (or real system execution) with a candidate attacks generator. Each candidate is evaluated, its success is measured and used as a guiding input for the next generation of candidates. Evolutionary Algorithms perform well in case they evaluate a large number of candidate attack strategies, and thus we have focused on applications where quality can be assessed fast (in order of seconds and optimally less).
ER  -

KŮR, Jiří, Václav MATYÁŠ and Petr ŠVENDA. Evolutionary Design of Attack Strategies. In Christianson, B., Malcolm, J. A., Matyáš, V., Roe, M. \textit{Security Protocols XVII - 17th International Workshop, Revised Selected Papers}. Německo: Springer Verlag, 2013, p.~3-17. ISBN~978-3-642-36212-5. Available from: https://dx.doi.org/10.1007/978-3-642-36213-2\_{}2.

Detailed Information on Publication Record