• DocumentCode
    3437967
  • Title

    Application of BP neural network in wireless network security evaluation

  • Author

    Fu, Jianxin ; Huang, Lianfen ; Yao, Yan

  • Author_Institution
    Dept. of Commun. Eng., Xiamen Univ., Xiamen, China
  • fYear
    2010
  • fDate
    25-27 June 2010
  • Firstpage
    592
  • Lastpage
    596
  • Abstract
    As most assessment indices are subjective and uncertainly in wireless network security evaluation, this paper proposes a model that BP neural network is used in wireless network security assessment system. After building a neural network model, we could obtain the values of each evaluation index and the whole risk situation of the wireless network by inputting impact factors into neural network. At the same time, we also could know the training error of neural network under the help of MATLAB toolbox.
  • Keywords
    Artificial neural networks; Bayesian methods; Communication system security; Data security; Electronic mail; MATLAB; Mathematical model; Neural networks; Risk management; Wireless networks; BP Neural Network; risk assessment; wireless network security evaluation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications, Networking and Information Security (WCNIS), 2010 IEEE International Conference on
  • Conference_Location
    Beijing, China
  • Print_ISBN
    978-1-4244-5850-9
  • Type

    conf

  • DOI
    10.1109/WCINS.2010.5541848
  • Filename
    5541848