Cognitive Covert Traffic Synthesis Method Based on Generative Adversarial Network

Table 5

Effect of various batch sizes on model performance.

BS\EM	64		128		256		DBS ()		DBS ()		DBS ()
Epochs	WD	MMD	WD	MMD	WD	MMD	WD	MMD	WD	MMD	WD	MMD
50	68.8	0.432	48.1	0.124	47.9	0.113	76.8	0.445	48.5	0.123	70.3	0.543
100	69.2	0.437	50.4	0.137	46.6	0.132	65.3	0.512	43.2	0.142	78.5	0.452
150	76.7	0.446	57.2	0.147	52.9	0.149	63.2	0.456	42.5	0.119	73.2	0.342
200	78.4	0.449	53.2	0.136	54.7	0.158	59.6	0.467	42.7	0.245	71.3	0.326