Intrusion Detection Systems Based on Logarithmic Autoencoder and XGBoost

Table 2

Comparison of AE structures for CICIDS2017.

Hidden layer	MAE
(40)	487,718.4062
(20)	252,337.8594
(40, 20, 40)	93,488.8203
(40, 30, 40)	250,396.8281
(40, 20, 10, 20, 40)	383,536.5312
(40, 30, 20, 30, 40)	275,275.9688