• DocumentCode
    3756562
  • Title

    The Analysis of Traffic of IP Packets Using CGH Self Organizing Maps

  • Author

    Hiroshi Dozono;Nozomu Okada

  • Author_Institution
    Dept. of Adv. Fusion, Saga Univ., Saga, Japan
  • fYear
    2015
  • Firstpage
    215
  • Lastpage
    219
  • Abstract
    Recently, many packet analysis methods are proposed for the threat of the increasing malware. In this research, the method for the analysis of the IP packet based on SOM(Self-Organizing Map) using the frequency of appearance of IP-packets as input vectors is proposed. The performance of this method is examined by the experiment of detecting the packets generated by emulating malware behaviors.
  • Keywords
    "IP networks","Neurons","Payloads","Mathematical model","Malware","Servers","Computers"
  • Publisher
    ieee
  • Conference_Titel
    Computational Science and Computational Intelligence (CSCI), 2015 International Conference on
  • Type

    conf

  • DOI
    10.1109/CSCI.2015.55
  • Filename
    7424093
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3756562