Welcome to Journal of Beijing Institute of Technology
Advance Search
Volume 13Issue 2
.
Turn off MathJax
Article Contents
Article Navigation> JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY> 2004> 13(2): 169-173
ZHANG Ya-jing, HOU Chao-zhen, XUE Yang. Clone Selection Algorithm with Niching Strategy for Computer Immune System[J]. JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY, 2004, 13(2): 169-173.
Citation: ZHANG Ya-jing, HOU Chao-zhen, XUE Yang. Clone Selection Algorithm with Niching Strategy for Computer Immune System[J].JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY, 2004, 13(2): 169-173.
shu

Clone Selection Algorithm with Niching Strategy for Computer Immune System

  • 1.

    School of Information Science and Technology, Beijing Institute of Technology, Beijing 100081, China; School of Computer, Yantai University, Yantai, Shandong 264005, China

  • 2.

    School of Information Science and Technology, Beijing Institute of Technology, Beijing 100081, China

Funds:SponsoredbytheNational“863”ProgramProject(2002AA444120)
  • Received Date:2003-05-26
    Abstract
  • A clone selection algorithm for computer immune system is presented. Clone selection principles in biological immune system are applied to the domain of computer virus detection. Based on the negative selection algorithm proposed by Stephanie Forrest, combining mutation operator in genetic algorithms and niching strategy in biology is adopted, the number of detectors is decreased effectively and the ability on self-nonself discrimination is improved. Simulation experiment shows that the algorithm is simple, practical and is adapted to the discrimination for long files.
    • FullText(HTML)
  • loading
    • References (6)
  • [1]
    F orrest S,Alan S P,Law rence A,et al.Self nonself discrimination in a computer[Z]. T he 1994 IEEE ComputerSociety Symposium on Research in Security and Privacy,O akland,California,1994.
    [2]
    Hofmey r S,Forrest S.Immunity by design:An art ificialimmune system[Z]. T he Genetic and Evolutionar y Computation Conference,M org an Kaufmann,San Francisco,CA,1999.
    [3]
    K im J,Bentley P J.T ow ar ds an ar tificial immune systemfor netw ork intrusion detect ion:An investigation of clonalselection with a negativ e selection oper ator[Z]. T heCong ress on Evolutionary Computation,Seoul,Kor ea,2001.
    [4]
    Zhang Yajing,Hou Chaozhen,Wang F ang,et al.Aniching negative selective genet ic algor ithm for self nonself discr imination in a computer[Z]. T he F irst Inter national Confer ence on M achine L earning and Cybernetics,Beijing,2002.
    [5]
    M arr ack P,K appler J W.How the immune system r ecognizes the body[J]. Scientific American,1993,269(3):81-89.
    [6]
    K im J,Bentley P J.Negative selection and niching by anart ificial immune system for networ k intrusion detection[Z]. Genetic and Evolutionar y Computation Confer ence,O rland o,F lorida,1999.
    • Relative Articles
  • Supplements (0)
  • Cited By
  • 加载中

Catalog

    通讯作者:陈斌, bchen63@163.com
    • 1.

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索
    Get Citation
    PDF
    XML

    Article Metrics

    Article views (280) PDF downloads(18) Cited by()
    Proportional views
    Related

    Address:5 Zhongguancun South Street, Haidian District, Beijing

    Tel:86-10-68914374

    Email:blgywb@bit.edu.cn

    Copy Right © Journal of Beijing Institute of Technology

    Supported by:Beijing Renhe Information Technology Co. Ltd

    /

      Return
      Return
        Baidu
        map