Deep Neural Network-Based Intrusion Detection System through PCA

Table 9

Results of experiment 1.

Algorithm	AC%	DR%	Training time per second	Prediction time/ms
FC	79.49	N/A	1856.31	221.05
DT	75.68	65.74	0.67	58.84
EDF	79.32	64.33	17.79	N/A
CNN	78.63	68.77	92.64	N/A
PCA-DNN	79.61	66.69	15.55	47.84
DT-PCA-DNN	88.64	84.56	14.15	57.86