• DocumentCode
    478068
  • Title

    GA-Based Filtering Algorithm to Defend against DDoS Attack in High Speed Network

  • Author

    Wang, Shen ; Guo, Rui

  • Author_Institution
    Jilin Normal Univ., Siping
  • Volume
    1
  • fYear
    2008
  • fDate
    18-20 Oct. 2008
  • Firstpage
    601
  • Lastpage
    607
  • Abstract
    With the DDoS (distributed denial of service) traffic which was implemented using depleted bandwidth is filtered by routers in high speed network, it is impossible for the victim to work on the individual level of on-going traffic flows. The scheme establishes the source and destination IP address database by observing the normal traffic and storages it in a Bloom Filter table. The Netflow statistics is mainly used to allocate the weights for traffic routing by routers. A new algorithm is thus proposed to get efficiently maximum traffic by GA with the traffic filtered by routers, and its feasibility and validity have been verified in real network circumstances.
  • Keywords
    genetic algorithms; security of data; telecommunication network routing; telecommunication traffic; Bloom filter table; DDoS attack; GA-based filtering algorithm; Netflow statistics; distributed denial of service traffic; genetic algorithm; high speed network; traffic flows; traffic routing; Bandwidth; Computer crime; Computer networks; Filtering algorithms; Filters; High-speed networks; Information science; Network servers; Protection; Telecommunication traffic;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation, 2008. ICNC '08. Fourth International Conference on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-0-7695-3304-9
  • Type

    conf

  • DOI
    10.1109/ICNC.2008.555
  • Filename
    4666916