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

Table 6

Parameters of the TLARNN at packet layer.

Layer	Output shape	Param
Input_6	(None, 300)	0
Lambda_2	(None, 300, 256)	0
Conv1d_4	(None, 296, 128)	163968
Max_pooling1d_4	(None, 148, 128)	0
Conv1d_5	(None, 144, 256)	164096
Maxpooling1d_5	(None, 72, 256)	0
Attention_mechanism_2	(None, 256)	49536

Total params: 377,600. Trainable params: 377,600. Nontrainable params: 0.