Intrusion Detection System Based on Matching Pursuit

Intrusion Detection System Based on Matching Pursuit

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 efficien...

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Bibliographic Details
Published in:2008 First International Conference on Intelligent Networks and Intelligent Systems pp. 213 - 216
Main Authors: Renk, R., Saganowski, L., Holubowicz, W., Choras, M.
Format: Conference Proceeding
Language:English
Published: IEEE 01-11-2008
Subjects:
Continuous wavelet transforms
Dictionaries
Discrete wavelet transforms
IDS
Intelligent networks
Intrusion detection
matching pursuit
Matching pursuit algorithms
network security
Pursuit algorithms
Signal processing algorithms
Telecommunication traffic
Wavelet analysis
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Summary: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.
DOI:10.1109/ICINIS.2008.68