DGA Detection on 2020–2025 (test)
95.2763AccuracyDRIFT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DRIFTMode=Default2026.05 | 95.2763 | 98.177 | 94.8077 | 96.463 | |
| M-ResNet + B-cosRelease Year=20222026.05 | 94.8813 | 97.7461 | 94.6484 | 96.1723 | |
| EndgameRelease Year=20162026.05 | 94.3948 | 97.6964 | 93.9656 | 95.7947 | |
| DRIFTMode=Supervised2026.05 | 94.1976 | 98.2171 | 93.1506 | 95.6168 | |
| B-ResNetRelease Year=20202026.05 | 93.9874 | 97.9729 | 93.076 | 95.4617 | |
| HDDNRelease Year=20252026.05 | 93.9153 | 97.8111 | 93.1284 | 95.4123 | |
| Fine-tuned BERT2026.05 | 93.8252 | 98.3688 | 92.4444 | 95.3147 | |
| NYURelease Year=20162026.05 | 93.2011 | 98.5763 | 91.3118 | 94.8051 | |
| HMTRelease Year=20232026.05 | 93.1811 | 98.6542 | 91.2077 | 94.7849 | |
| MITRelease Year=20162026.05 | 93.0575 | 98.6709 | 91.0075 | 94.6844 | |
| Dom2VecRelease Year=20232026.05 | 92.786 | 96.8624 | 92.3743 | 94.5651 | |
| SFT-Llama3-8BRelease Year=20242026.05 | 80.5239 | 89.5069 | 80.8071 | 84.9348 |