International Journal of Emerging Trends & Technology in Computer Science
A Motivation for Recent Innovation & Research
ISSN 2278-6856
www.ijettcs.org

Call for Paper, Published Articles, Indexing Infromation Design And Implementation of a System for Denial of Service Attack Detection Based on Multivariate Correlation Analysis: A Review, Authors : Priti G. Harne, Prof.Ms.V.M.Deshmukh, International Journal of Emerging Trends & Technology in Computer Science (IJETTCS), www.ijettcs.org
Volume & Issue no: Volume 3, Issue 6, November - December 2014

Title:
Design And Implementation of a System for Denial of Service Attack Detection Based on Multivariate Correlation Analysis: A Review
Author Name:
Priti G. Harne, Prof.Ms.V.M.Deshmukh
Abstract:
Abstract The reliability and availability of network services are being threatened by the growing number of Denial-of-Service (DoS) attacks. Effective mechanisms for DoS attack detection are demanded. Therefore, present a DoS attack detection system that uses Multivariate Correlation Analysis (MCA) for accurate network traffic characterization by extracting the geometrical correlations between network traffic features. MCA-based DoS attack detection system employs the principle of anomaly-based detection in attack recognition. This makes solution to capable of detecting known and unknown DoS attacks effectively by learning the patterns of legitimate network traffic only. in this system also detected various types of viruses. Furthermore, a triangle-area-based technique is proposed to enhance and to speed up the process of MCA. The effectiveness of proposed detection system is evaluated using KDD Cup 99 dataset and the influences of both nonnormalized data and normalized data on the performance of the proposed detection system are examined. Keywords:- Denial-of-Service attack, network traffic characterization, multivariate correlations, triangle area
Cite this article:
Priti G. Harne, Prof.Ms.V.M.Deshmukh , " Design And Implementation of a System for Denial of Service Attack Detection Based on Multivariate Correlation Analysis: A Review " , International Journal of Emerging Trends & Technology in Computer Science (IJETTCS), Volume 3, Issue 6, November - December 2014 , pp. 227-234 , ISSN 2278-6856.
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