Cybersecurity

Table 2 The detection result of unknown DGA families

From: A DGA domain names detection modeling method based on integrating an attention mechanism and deep neural network

Domain Type	SVM	CNN	LSTM	CNN-BiLSTM	ATT-CNN-BiLSTM	Support
beebone	0	0	0	0.23	0.76	210
geodo	0.82	0.84	0.86	0.88	0.89	1100
padcrypt	0.82	0.83	0.85	0.84	0.90	1524
pizd	0.52	0.67	0.83	0.88	0.92	1010
ramdo	0.63	0.73	0.88	0.96	0.98	2000
shifu	0.62	0.75	0.80	0.84	0.89	2550

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