DocumentCode
1881848
Title
Genetic programming based WiFi data link layer attack detection
Author
LaRoche, Patrick ; Zincir-Heywood, A. Nur
Author_Institution
Fac. of Comput. Sci., Dalhousie Univ., Halifax, NS
fYear
2006
fDate
24-25 May 2006
Lastpage
292
Abstract
This paper presents a genetic programming based detection system for data link layer attacks on a WiFi network. We explore the use of two different fitness functions in order to achieve both a high detection rate and a low false positive rate. Results show that the detection system developed can achieve a detection rate above 90% and a false positive rate below 1%
Keywords
genetic algorithms; security of data; telecommunication security; wireless LAN; WiFi network; data link layer attack; detection system; genetic programming; Computer science; Data mining; Genetic algorithms; Genetic programming; Intrusion detection; Local area networks; Machine learning; TCPIP; Wireless application protocol; Wireless networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Communication Networks and Services Research Conference, 2006. CNSR 2006. Proceedings of the 4th Annual
Conference_Location
Moncton, NB
Print_ISBN
0-7695-2578-4
Type
conf
DOI
10.1109/CNSR.2006.30
Filename
1628127
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