Detecting Multielement Algorithmically Generated Domain Names Based on Adaptive Embedding Model

Table 8

Comparison results on ME dataset.

Detection algorithm	Precision	Recall	F1-score	Accuracy
LSTM	0.9375	0.6856	0.7920	0.8012
Invincea CNN	0.9412	0.6793	0.7891	0.7980
LSTM-MI	0.9310	0.7350	0.8215	0.8310
N-gram CNN	0.9440	0.6881	0.7960	0.8043
HDNN	0.9276	0.7612	0.8362	0.8421
MEAE-CNN (proposed)	0.9320	0.8407	0.8840	0.8920