Fig 1.
The algorithm flow chart of AIAE-GRNN.
Fig 2.
The output performances of GA-GRNN, PSO-GRNN and AIAE-GRNN.
(A) The relationship between the optimized GRNN smooth factors and the iterations of GA-GRNN, PSO-GRNN and AIAE-GRNN. (B) The relationship between MSE and the iterations of GA-GRNN, PSO-GRNN and AIAE-GRNN.
Table 1.
DR & FPR of each intrusion category by the different algorithms.
Table 2.
The evaluation indexes for the different algorithms.
Fig 3.
The output performances of PCA-AIAE-GRNN and PCA-PSO-GRNN.
(A) The relationship between the optimized GRNN smooth factors and the iterations of PCA-AIAE-GRNN and PCA-PSO-GRNN. (B) The relationship between MSE and the iterations of PCA-AIAE-GRNN and PCA-PSO-GRNN.
Table 3.
DR & FPR of each intrusion category by PCA-PSO-GRNN and PCA-AIAE-GRNN.
Table 4.
The evaluation indexes for PCA-PSO-GRNN and PCA-AIAE-GRNN.