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
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"
Conference_Titel :
Computational Science and Computational Intelligence (CSCI), 2015 International Conference on
DOI :
10.1109/CSCI.2015.55
