Table 12.

Model performance evaluation.

Model	Architecture	Dataset	Accuracy
Proposed Real-Time System	Single-Layer Perceptron	CIC-Darknet2020	0.82
DeepImage [14]	CNN	CIC-Darknet2020	0.95
Random Forest by Grid Search	Decision Trees	CIC-Darknet2020	0.97
Ensemble Model [13]	Decision Trees and KNN	CIC-Darknet2020	0.98
Tor-IDS [25]	Decision Trees	Self-Collected Network Traffic	0.99
Random Forest [18]	Decision Trees	Anon17	0.99