Network Intrusion Classification Based on Probabilistic Neural Network
Ning Liu · 2013
In order to improve the performance of network intrusion classification, the probabilistic neural network is applied to the field of intrusion detection. Analyzing the theory of probabilistic neural network, a kind of network intrusion classification model based on probabilistic neural network is put forward to solve two classification and multi-class classification problem in intrusion detection. Finally, the experiment is carried out based on KDD Cup 99 data set. The results show that the proposed model has better performance.