An evolutionary algorithm to generate ellipsoid network intrusion detectors

Authors:
Joseph M. Shapiro;Gary B. Lamont;Gilbert L. Peterson
Affiliations:
Air Force Institute of Technology, WPAFB, Dayton, Ohio;Air Force Institute of Technology, WPAFB, Dayton, Ohio;Air Force Institute of Technology, WPAFB, Dayton, Ohio
Venue:
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
Year:
2005

Citing 2
Cited 0

Computational geometry: an introduction

Computational geometry: an introduction
An adaptive algorithm for modifying hyperellipsoidal decision surfaces

Journal of Artificial Neural Networks

Quantified Score

Hi-index	0.01

Visualization

Abstract

This paper introduces the ellipsoid as a geometric structure for detecting network intrusions. Section 2 describes and analyzes the design of the ellipsoid generation algorithm. Experimental design is set forth in Section 3. In Section 4 we analyze experimental results. Section 5 summarizes the paper and provides direction for continued research.