Intrusion Detection Systems Based on Logarithmic Autoencoder and XGBoost

Table 1

Comparison of AE structures for UNSW-NB15.

Hidden layer	MAE
(15)	3,015,547.5
(30)	2,719,259
(30, 15, 30)	1,674,973.37
(30, 20, 30)	1,915,428
(30, 15, 8, 15, 30)	18,525,644
(30, 20, 10, 20, 30)	35,987,688