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

Table 8

Ablation comparison experiment of experiment A.

Model	Accuracy	Precision	Recall	F1-score
TLARNN-GRU	91.13	91.07	91.11	91.11
PARNN	90.94	90.80	91.02	90.88
FARNN	90.29	90.16	90.31	90.22
TLARNN-LSTM	90.53	90.40	90.69	90.48
CNNRNN	90.27	90.16	90.21	90.19

The bold value represents the highest value of this indicator when compared with other methods.