• DocumentCode
    2419082
  • Title

    Exploration of Network Security Information Hid in Web Pages Based on Immunology

  • Author

    Liu, Caiming ; Li, Tao ; Zhao, Hui ; Peng, Lingxi ; Zeng, Jinquan ; Zhang, Yan

  • Author_Institution
    Sichuan Univ., Chengdu
  • Volume
    1
  • fYear
    2007
  • fDate
    24-27 Aug. 2007
  • Firstpage
    587
  • Lastpage
    591
  • Abstract
    To discover information endangering network security, an exploration method of network security information based on immunology is proposed. Antibody and antigen in biological immune system are used to denote keywords hid in HTML pages. Proposed method generates new antibodies to recognize unknown keywords through immune rules. By mechanisms of self-learning and evolution, antibody families form to represent distribution of different network security information. All antibodies in the same family are totalized to evaluate the information distribution degree. Simulation experiments show that the proposed method is able to find useful information threatening network and improve the intelligent degree of evaluating security of Web information.
  • Keywords
    Internet; hypermedia markup languages; security of data; HTML pages; Web pages; biological immune system; immunology; network security information; Artificial intelligence; Computer security; Data mining; Data security; Evolution (biology); HTML; Immune system; Information security; Libraries; Web pages;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
  • Conference_Location
    Haikou
  • Print_ISBN
    978-0-7695-2874-8
  • Type

    conf

  • DOI
    10.1109/FSKD.2007.280
  • Filename
    4405992