• DocumentCode
    3700103
  • Title

    DNS-based anti-evasion technique for botnets detection

  • Author

    Sergii Lysenko;Oksana Pomorova;Oleg Savenko;Andrii Kryshchuk;Kira Bobrovnikova

  • Author_Institution
    Department of System Programming, Khmelnitsky National University, Instytutska 11, Khmelnitsky, Ukraine
  • Volume
    1
  • fYear
    2015
  • Firstpage
    453
  • Lastpage
    458
  • Abstract
    A new DNS-based anti-evasion technique for botnets detection is proposed. It is based on a cluster analysis of the features obtained from the payload of DNS-messages. The method uses a semi-supervised fuzzy c-means clustering. Usage of the developed method makes it possible to detect botnets that use the DNS-based evasion techniques with high efficiency.
  • Keywords
    "Feature extraction","Servers","IP networks","Entropy","Payloads","Buildings","Internet"
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2015 IEEE 8th International Conference on
  • Print_ISBN
    978-1-4673-8359-2
  • Type

    conf

  • DOI
    10.1109/IDAACS.2015.7340777
  • Filename
    7340777
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3700103