Spatial-Temporal Feature with Dual-Attention Mechanism for Encrypted Malicious Traffic Detection

Table 7

Parameters of the TLARNN at flow layer.

Layer	Output shape	Param
Input_5	(None, 30, 300)	0
Time_distributed_1	(None, 30, 256)	377600
Bidirectional_1	(None, 30, 1024)	2365440
Attention_mechanism_3	(None, 1024)	525312
Dense_1	(None, 4)	4100

Total params: 3,272,452. Trainable params: 3,272,452. Nontrainable params: 0.