• DocumentCode
    3698158
  • Title

    Network attack detection and classification by the F-transform

  • Author

    Petr Hurtik;Petra Hodakova;Irina Perfilieva;Mārtiņš Liberts;Jūlija Asmuss

  • Author_Institution
    Institute for Research and Applications of Fuzzy Modeling, University of Ostrava, Czech Republic
  • fYear
    2015
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    We solve the problem of network attack detection and classification. We discuss the way of generation and simulation of an artificial network traffic data. We propose an efficient algorithm for data classification that is based on the F-transform technique. The algorithm successfully passed all tests and moreover, it showed ability to perform classification in an on-line regime.
  • Keywords
    "Time series analysis","Polynomials","Mathematical model","Computer crime","Databases","Transforms","Monitoring"
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ-IEEE), 2015 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/FUZZ-IEEE.2015.7337991
  • Filename
    7337991