DocumentCode :
3629676
Title :
Intrusion Detection System Based on Matching Pursuit
Author :
Rafal Renk;Lukasz Saganowski;Witold Holubowicz;Michal Choras
Author_Institution :
ITTI Ltd., Poznan
fYear :
2008
Firstpage :
213
Lastpage :
216
Abstract :
In this paper we present our original methodology, in which Matching Pursuit is used for networks anomaly and intrusion detection. We propose to use mean projection of the reconstructed network signal to determine if the examined trace is normal or attacked. Experimental results confirm the efficiency of our method.
Keywords :
"Intrusion detection","Matching pursuit algorithms","Signal processing algorithms","Dictionaries","Discrete wavelet transforms","Continuous wavelet transforms","Wavelet analysis","Intelligent networks","Pursuit algorithms","Telecommunication traffic"
Publisher :
ieee
Conference_Titel :
Intelligent Networks and Intelligent Systems, 2008. ICINIS ´08. First International Conference on
Type :
conf
DOI :
10.1109/ICINIS.2008.68
Filename :
4683204
Link To Document :
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