Table 8.

Classification Performance on CSE-CIC-IDS2018 without ACAFS.

Classifier	Accuracy	Precision	Recall	F1-score	FPR
CNN	97.06	96.90	97.06	96.87	0.0044
TabTransformer	98.62	98.80	98.62	98.79	0.0019
XGBoost	84.56	85.20	84.56	83.93	0.0312
Random Forest	88.10	91.70	88.10	91.56	0.0235
LightGBM	91.63	93.90	91.63	93.85	0.0155