International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Most Trusted Research Journal Since Year 2012

ISSN: 2319-7064



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

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 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), https://www.ijsr.net/search_index_results_paperid.php?id=2015689, Volume 3 Issue 8, August 2014, 1307 - 1310

29 PDF Views | 26 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Intrusion Detection'

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 8, August 2016

Pages: 1860 - 1864

An Improved Real Time Method for Detection, Blocking and Traceback of Malicious Traffic Over TOR

Rinaj Gafoor, Charlse M Varghese

Share this article

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

Pages: 1317 - 1328

An Efficient Approach of Network Intrusion Detection and Countermeasure Selection in Virtual Network Systems

Shaik Shanawaz, K. Thyagarajan

Share this article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1292 - 1295

To Enhance Lifetime of WSN Using Multi-Hop Routing and Trust-Based Intrusion Detection

Sanghavi Parkhi, Hemlata Dakhore

Share this article

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 3, March 2015

Pages: 1440 - 1445

Summarization of Honeypot- A Evolutionary Technology for Securing Data over Network and Comparison with some Security Techniques

Snehal B Rase, Pranjali Deshmukh

Share this article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2085 - 2089

Implementation and Analysis of DoS Attack Detection Algorithms

Rupesh Jaiswal, Dr. Shashikant Lokhande, Aditya Gulavani

Share this article



Similar Articles with Keyword 'Fuzzy K-Mean'

Comparative Studies, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 2076 - 2082

Comparative Study of Web Structure Mining Techniques for Links and Image Search

Rashmi Sharma, Kamaljit Kaur

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 2083 - 2089

An Enhanced Web Mining Technique for Image Search using Weighted PageRank based on Visit of Links and Fuzzy K-Means Algorithm

Rashmi Sharma, Kamaljit Kaur

Share this article

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

Pages: 1307 - 1310

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

Aman Mudgal, Rajiv Munjal

Share this article



Similar Articles with Keyword 'SVM'

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015

Pages: 1783 - 1786

Survey on Product Review Sentiment Analysis with Aspect Ranking

Harsha Patil, P. M. Mane

Share this article

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016

Pages: 1158 - 1164

Chinese Sign Language Alpha-Numeric Character Classification using Neural Network

R. B. Mapari, G. U. Kharat

Share this article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 3, March 2014

Pages: 718 - 721

Writer Adaptation for Handwriting Recognition in Hindi Language ? A Survey

Nupur Gulalkari, Shreya Prabhu, Anjali Pachpute, Rekha Sugandhi, Kapil Mehrotra

Share this article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 3213 - 3220

Automatic Speaker Recognition Using SVM

Umer Malik, P.K. Mishra

Share this article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 873 - 877

Enhanced Training Phase Reduction with Feature Filtering for Malware Detection Using Ensemble SVM

Shital Kuber, Prof. Digambar Padulkar

Share this article
Top