Data Classify Model of Intrusion Detection-PCANN
Xianyue Liu · Microelectronics & Computer · 2007
On the basis of analyzing demerits of existing Neural Network-Based IDS Frame and inherent characteristics of Intrusion data, this paper introduces method of PCA and presents a new IDS model based on PCA-NN. The model cuts down the dimensions of Intrusion data and simplifies the scale of NN, reduce the weakness of modern IDS Framework. Experiment has been done on dataset in KDD-99 and the result shows that the theory is effective and valid.