Share Email Print
cover

Proceedings Paper

A prioritization scheme of detector in intrusion detection model based on GA
Author(s): Pei-li Qiao; Shuo Yuan; Jie Su
Format Member Price Non-Member Price
PDF $14.40 $18.00

Paper Abstract

To speed algorithm convergence and avoid early-maturing, the theory of Uniform Design Sampling (UDS) is used to redesign the crossover operation of Genetic Algorithm and to improve the similarity of cyber-chromosome which is correlated with Detector Redundancy. A new detector prioritization scheme is built on the basis of the combination of partial searching strategy and a new method to evaluate the data of redundancy. Simulation experiment demonstrates that this scheme maintains the variety, efficiency and sufficiency of the detector. Our scheme has a better performance in searching velocity, global optimal ability. Detection rate is increased and false alarm rate is decreased to a certain degree.

Paper Details

Date Published: 1 May 2010
PDF: 8 pages
Proc. SPIE 7705, Modeling and Simulation for Defense Systems and Applications V, 77050Q (1 May 2010); doi: 10.1117/12.849374
Show Author Affiliations
Pei-li Qiao, Harbin Univ. of Science and Technology (China)
Shuo Yuan, Harbin Univ. of Science and Technology (China)
Jie Su, Harbin Univ. of Science and Technology (China)


Published in SPIE Proceedings Vol. 7705:
Modeling and Simulation for Defense Systems and Applications V
Eric J. Kelmelis, Editor(s)

© SPIE. Terms of Use
Back to Top