International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Since Year 2012 | Open Access | Double Blind Reviewed

ISSN: 2319-7064



Downloads: 120

Research Paper | Computer Science & Engineering | India | Volume 3 Issue 8, August 2014


Fuzzy K-Means Based Intrusion Detection System Using Support Vector Machine

Aman Mudgal | Rajiv Munjal


Abstract: Intrusion Detection System (IDS) is an important tool to identify various attacks to secure the networks. The goal of an Intrusion Detection System (IDS) is to provide a layer of defense against malicious users of computer systems by sensing a misuse and alerting operators to on-going attacks. Most real-world data, especially data available on the web, possess rich structural relationships. Most of the clustering algorithms neglect the structural relationships between the individual data types. We proposed Fuzzy K-Means clustering, which integrates two sources of information into a single clustering framework. Our main objective is to complete analysis of intrusion detection Dataset. In this paper we combine two of the efficient data mining algorithms and make a hybrid technique for the detection of intrusion called fuzzy k-means and Support vector machine.


Keywords: Intrusion Detection, Fuzzy K-Mean, SVM


Edition: Volume 3 Issue 8, August 2014,


Pages: 1307 - 1310


How to Download this Article?

Type your Email Address Below, Click Anywhere Outside the Box, That will Activate the Download Button




How to Cite this Article?

Aman Mudgal, Rajiv Munjal, "Fuzzy K-Means Based Intrusion Detection System Using Support Vector Machine", International Journal of Science and Research (IJSR), Volume 3 Issue 8, August 2014, pp. 1307-1310, https://www.ijsr.net/get_abstract.php?paper_id=2015689



Similar Articles with Keyword 'Intrusion Detection'

Downloads: 137 | Weekly Hits: ⮙2 | Monthly Hits: ⮙3

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015

Pages: 2246 - 2249

Packet Analysis with Network Intrusion Detection System

Rashmi Hebbar | Mohan K [15]

Share this Article

Downloads: 2

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 12, December 2021

Pages: 158 - 161

MLP and RNN Based Intrusion Detection System Using Machine Learning with Stochastic Optimization

Mithlesh Kumar | Gargishankar Verma

Share this Article


Top