Lightweight Traffic Classification Model Based on Deep Learning

Table 7

Efficiency comparison of each traffic classification model in Bot-IoT-10 scenario.

Model	Parameter (M)	Floating-point operations (M)
Proposed model	0.26	5.26
1D-CNN	5.83	1986.29
CNN-LSTM	2.39	7484.16
BLSTMA	0.19	18.66
BGRUA	0.14	14.08