Abstract: This paper proposes a network intrusion detection model based on Bayesian. First, the principal component analysis (PCA) was used to extract the key ability,eliminate the redundant attributes,reduce the data dimension,then use the Bayesian classifier to classify.The simulation results show that the model improves the efficiency of the intrusion detection and speed up the detection speed, and is suitable for the current complex network intrusion detection.