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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 TypeSVMCNNLSTMCNN-BiLSTMATT-CNN-BiLSTMSupport
beebone0000.230.76210
geodo0.820.840.860.880.891100
padcrypt0.820.830.850.840.901524
pizd0.520.670.830.880.921010
ramdo0.630.730.880.960.982000
shifu0.620.750.800.840.892550