Light Weighted CNN Model to Detect DDoS Attack over Distributed Scenario

Table 3

Comparison of the accuracy of different models.

F1 value	LSTM-LightGBM	LSTM-RF	CNN-RF
Normal flow	0.82	0.98	1
Slow-Headers	0.85	0.96	0.9
Slow-Body	0.95	0.97	0.93
Slow-Read	0.98	0.95	0.96
Shrew	0.98	0.92	0.95