• DocumentCode
    2415441
  • Title

    Research of the Computer Virus Evolution Model Based on Immune Genetic Algorithm

  • Author

    Wu, Lihua ; Zhang, Yu

  • fYear
    2011
  • fDate
    16-18 May 2011
  • Firstpage
    9
  • Lastpage
    13
  • Abstract
    Inspiration form biological immune mechanism, this article gives the formal definition of computer virus in the gene model. Based on immune genetic algorithm, a evolution model of computer virus is proposed, and also the evolution operators which include selection operator, crossover operator, mutation operator and immune operator are established. The simulation experiments were conducted and it indicates that computer viruses and biological viruses have the same natural features, it also has a self-replicating, self-construction and self-evolution of biological characteristics. The evolution model of computer virus can provides research thinking for anti-virus technology to improve and enhance, especially on detecting and preventing unknown viruses or mutations of known virus.
  • Keywords
    Biological information theory; Computational modeling; Computers; Evolution (biology); Genetic algorithms; Immune system; Viruses (medical); Immune genetic algorithm; artificial virus; evolution operator;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Information Science (ICIS), 2011 IEEE/ACIS 10th International Conference on
  • Conference_Location
    Sanya, China
  • Print_ISBN
    978-1-4577-0141-2
  • Type

    conf

  • DOI
    10.1109/ICIS.2011.72
  • Filename
    6086441