Research Article
Detecting Multielement Algorithmically Generated Domain Names Based on Adaptive Embedding Model
Table 6
Comparison results on SDGA dataset.
| Detection algorithm | Precision | Recall | F1-score | Accuracy |
| LSTM | 0.9575 | 0.7286 | 0.8275 | 0.8481 | Invincea CNN | 0.9686 | 0.7144 | 0.8223 | 0.8456 | LSTM-MI | 0.9416 | 0.7721 | 0.8485 | 0.8621 | N-gram CNN | 0.9640 | 0.6993 | 0.8106 | 0.8476 | HDNN | 0.9176 | 0.8421 | 0.8782 | 0.8833 | MEAE-CNN (proposed) | 0.9296 | 0.8610 | 0.8940 | 0.9012 |
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