• DocumentCode
    3314350
  • Title

    Improved SVM Algorithm and its Application in Media Information Security System

  • Author

    Shang, Wenqian ; Wang, Tong ; Dong, Hongbin

  • Author_Institution
    Sch. of Comput., Commun. Univ. of China, Beijing, China
  • Volume
    2
  • fYear
    2010
  • fDate
    28-31 May 2010
  • Firstpage
    405
  • Lastpage
    409
  • Abstract
    With the development of network, more and more broadcast television information transfers from simulation to digit, and increasingly transmits in the network. Therefore the media information security question is imminent, is a pending issue. This paper is from the perspective of intrusion detection to consider security issues. This paper adopts the technology of text classification, designing an improved SVM algorithm to identify intrusion information. The experiment results show that this method has high classification precision and efficiency.
  • Keywords
    Application software; Computer networks; Equations; Information security; Intrusion detection; Support vector machine classification; Support vector machines; TV broadcasting; Telecommunication traffic; Text categorization; SVM; information security; intrusion detection; text classification; text preprocessing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Science and Optimization (CSO), 2010 Third International Joint Conference on
  • Conference_Location
    Huangshan, Anhui, China
  • Print_ISBN
    978-1-4244-6812-6
  • Electronic_ISBN
    978-1-4244-6813-3
  • Type

    conf

  • DOI
    10.1109/CSO.2010.60
  • Filename
    5533107