System for Denial-of-Service Attack Detection Based On TriangleArea Generation
Heena Salim Shaikh, Pratik Shinde, Parag Ramesh Kadam, Prathmesh Patil, Amruta Hingmire · Journal of Emerging Technologies and Innovative Research · 2015
-Denial of service attack is attempt to make service or network resource unavailable to intended users .the service may be interrupted for few seconds, minute, for hour or for days also and the major impact of this is mainly on computing systems such as business and financial systems.it can cause huge losses of corrors and millions.So in this paper we are presenting a dos attack detection system which uses multivariate correlation analysis in which we will find the relation between multiple features of network packet .Our mca based system using principle of anomaly based detection system for attack recognization.Therefore we can detect the known as well as unknown dos attack by observing the network traffic . We are using triangle area map generation technique which increases a speed of our proposed system .also we used kdd cup-99 dataset which speed up the process of detection, at server side.