Light Weighted CNN Model to Detect DDoS Attack over Distributed Scenario

Table 4

Comparison between F1 of different models.

F1 value	LSTM-LightGBM	LSTM-RF	CNN-RF
Normal flow	0.95	0.98	0.98
Slow-Headers	0.85	0.95	0.9
Slow-Body	0.75	0.95	0.9
Slow-Read	0.98	1	1
Shrew	0.95	0.99	1