Network Intrusion Detection Method Based on PCA and Bayes Algorithm

Algorithm 1

IPCA.

Input: Training Network Data Set D =

Output: New training data matrix =

1. // Remove the average value

2. Find the covariance matrix of the data matrix

3. Finding the eigenvalues and eigenvectors of the covariance matrix

4. Arranging feature values

5.

6.

7.