%0 Conference Paper %1 eurogp06:LaRocheZincir-Heywood %A LaRoche, Patrick %A Zincir-Heywood, A. Nur %B Proceedings of the 9th European Conference on Genetic Programming %C Budapest, Hungary %D 2006 %E Collet, Pierre %E Tomassini, Marco %E Ebner, Marc %E Gustafson, Steven %E Ekárt, Anikó %I Springer %K algorithms, genetic programming %P 1--12 %T 802.11 De-authentication Attack Detection using Genetic Programming %U http://link.springer.de/link/service/series/0558/papers/3905/39050001.pdf %V 3905 %X This paper presents a genetic programming approach to detect deauthentication attacks on wireless networks based on the 802.11 protocol. To do so we focus on developing an appropriate fitness function and feature set. Results show that the intrusion system developed not only performs incredibly well - 100 percent detection rate and 0.5 percent false positive rate - but also developed a solution that is general enough to detect similar attacks, such as disassociation attacks, that were not present in the training data. %@ 3-540-33143-3

@inproceedings{eurogp06:LaRocheZincir-Heywood, abstract = {This paper presents a genetic programming approach to detect deauthentication attacks on wireless networks based on the 802.11 protocol. To do so we focus on developing an appropriate fitness function and feature set. Results show that the intrusion system developed not only performs incredibly well - 100 percent detection rate and 0.5 percent false positive rate - but also developed a solution that is general enough to detect similar attacks, such as disassociation attacks, that were not present in the training data.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Budapest, Hungary}, author = {LaRoche, Patrick and Zincir-Heywood, A. Nur}, bibsource = {DBLP, http://dblp.uni-trier.de}, biburl = {https://www.bibsonomy.org/bibtex/2dc0e8e5c20816161e381912335b6cc3c/brazovayeye}, booktitle = {Proceedings of the 9th European Conference on Genetic Programming}, editor = {Collet, Pierre and Tomassini, Marco and Ebner, Marc and Gustafson, Steven and Ek\'art, Anik\'o}, interhash = {5145584ac961ea8225be513d14024315}, intrahash = {dc0e8e5c20816161e381912335b6cc3c}, isbn = {3-540-33143-3}, keywords = {algorithms, genetic programming}, month = {10 - 12 April}, notes = {Part of \cite{collet:2006:GP} EuroGP'2006 held in conjunction with EvoCOP2006 and EvoWorkshops2006}, organisation = {EvoNet}, pages = {1--12}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, timestamp = {2008-06-19T17:45:10.000+0200}, title = {802.11 De-authentication Attack Detection using Genetic Programming}, url = {http://link.springer.de/link/service/series/0558/papers/3905/39050001.pdf}, volume = 3905, year = 2006 }