Detection of denial of service attacks against domain name system using neural networks

• Main Authors: Rastegari, Samaneh, Saripan, M. Iqbal, A. Rasid, Mohd Fadlee
• Format: Article
• Language: English
• Published: Cornell University Library 2009
• Online Access: http://psasir.upm.edu.my/id/eprint/13930/1/Detection%20of%20denial%20of%20service%20attacks%20against%20domain%20name%20system%20using%20neural%20networks.pdf; http://psasir.upm.edu.my/id/eprint/13930/; http://arxiv.org/abs/0912.1815

In this paper we introduce an intrusion detection system for Denial of Service (DoS) attacks against Domain Name System (DNS). Our system architecture consists of two most important parts: a statistical preprocessor and a neural network classifier. The preprocessor extracts required statistical feat...