• 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
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3629676