This article is cited in 2 papers

Mathematical Foundations of Computer Security

Intrusion detection method for denial of service attacks on the web-applications

S. N. Sorokin

Moscow State Institute of Electronics and Mathematics — Higher School of Economics, Moscow, Russia

Abstract: The article describes the main issues related to multilayer perceptron used for “denial of service” attacks detection: statistical data collection and preparation, formation of indicators describing the state of a web-application, training and performance evaluation of neural network.

Keywords: intrusion detection, denial of service, DoS, web-application.

UDC: 519.7