Study on improvement of recognition ability of intrusion detection system
Yanwei Fu, Zhu Yingying · 2010
This paper integrates PCA method and optimized LMBP neural network into intrusion detection system. The feasibility and efficiency of the optimized algorithm are approved by utilizing the KDDCUP99 dataset, constructing suitable training samples and testing samples and using MATLAB simulation experiment. Experiment shows that the improved algorithm has obvious superiority in training times and accuracy.