• DocumentCode
    3781051
  • Title

    A Novel Framework towards Botnet Detection

  • Author

    Chunyong Yin;Ardalan Husin Awlla;Jin Wang;Zhichao Yin

  • Author_Institution
    Jiangsu Key Lab. of Meteorol. Obs. &
  • fYear
    2015
  • Firstpage
    9
  • Lastpage
    12
  • Abstract
    Botnet have turned into the most serious security dangers on the present Internet framework. In this paper proposed an anomaly detection model based on genetic neural network system, which joined the significant global searching capability of genetic algorithm with the precise local searching element of back propagation, feed forward neural networks to improve the initial weights of neural network.
  • Keywords
    "Genetic algorithms","Computers","Biological neural networks","Artificial neural networks","Training","Computational modeling"
  • Publisher
    ieee
  • Conference_Titel
    Computer and Computing Science (COMCOMS), 2015 3rd International Conference on
  • Print_ISBN
    978-1-4673-9632-5
  • Type

    conf

  • DOI
    10.1109/COMCOMS.2015.16
  • Filename
    7515574