• DocumentCode
    2268036
  • Title

    Evolution of immune detectors in intelligent security system for malware detection

  • Author

    Golovko, Vladimir ; Bezobrazov, Sergei ; Melianchuk, Vasilii ; Komar, Myroslav

  • Author_Institution
    Brest State Tech. Univ., Brest, Belarus
  • Volume
    2
  • fYear
    2011
  • fDate
    15-17 Sept. 2011
  • Firstpage
    722
  • Lastpage
    726
  • Abstract
    In this paper we present the basic principles of the evolution of detectors in intelligent malware detection system. This system based on integration of both AI methods: artificial neural networks and artificial immune systems. The goal of the evolution is adaptation of detectors to new, unknown malicious code for increasing of quality of detection.
  • Keywords
    artificial immune systems; invasive software; neural nets; artificial immune system; artificial neural networks; immune detector; intelligent security system; malicious code; malware detection; Artificial intelligence; Cloning; Detectors; Immune system; Malware; Training; artificial immune system; malware detection; neural networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2011 IEEE 6th International Conference on
  • Conference_Location
    Prague
  • Print_ISBN
    978-1-4577-1426-9
  • Type

    conf

  • DOI
    10.1109/IDAACS.2011.6072865
  • Filename
    6072865
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2268036