Intrusion Detection on Hybrid Gene Expression Programming
Shuiguang Deng, Wei Min Lin, T. Zhang · Applied Mechanics and Materials · 2011
This paper present intrusion detection on hybrid gene expression programming (ID-HGEP), which combined theory of attribution reduction in rough set to improve precision and efficiency on intrusion detection. Through extensive experiments on high dimension data sets, it is shown that ID-HGEP is apparently more advantageous in terms of convergence speed, intrusion detection efficiency and average consumptive time in contrast with traditional intrusion detection algorithm on GEP.