Assessment of Comparison between SOM and Distributed Detection Approach

Vol-4 | Issue-01 | January 2019 | Published Online: 20 January 2019    PDF ( 213 KB )
Author(s)
Anup Ingle 1; Dr. Avinash Gour 2; Dr. Ketki Kshirsagar 3

1Research Scholar, Dept. of Electronics and Communication Engineering, Sri Satya Sai University of Technology & Medical Sciences, Sehore, Bhopal Indore Road, Madhya Pradesh, India

2Research Guide, Dept. of Electronics and Communication Engineering, Sri Satya Sai University of Technology & Medical Sciences, Sehore, Bhopal Indore Road, Madhya Pradesh, India

3Research Co-Guide, Dept. of Electronics and Telecommunication, VIIT, Pune, Maharashtra, India

Abstract

The study of systems able to identify networking borne intrusions offers obstacles that are numerous. Because of the significance of the intrusion detection issue, there were different initiatives which try to quantify the present state of the art. A method of network intrusion detection is actually examined, based strictly on a hierarchy of Self Organizing Feature Maps. The principle interest of ours is establishing precisely how much such an approach may be had in training. The basic objective of this work is to assess just how far a detection approach based on comparison between SOM and distributed scheme may be taken.

Keywords
SOM, DDoS
Statistics
Article View: 274