DGA Detection on DGA 2021 (test)
0.0211False Positive RateMIT (2016)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MIT (2016)2026.05 | 0.0211 | 0.0812 | |
| HMT (2023)2026.05 | 0.0214 | 0.0795 | |
| NYU (2016)2026.05 | 0.0229 | 0.0787 | |
| Fine-tuned BERT2026.05 | 0.0246 | 0.0681 | |
| DRIFT (Supervised)Mode=Supervised2026.05 | 0.0301 | 0.0611 | |
| DRIFTMode=Dual-branch Transformer2026.05 | 0.0312 | 0.0446 | |
| Endgame (2016)2026.05 | 0.0359 | 0.0598 | |
| M-ResNet + B-cos (2022)2026.05 | 0.0382 | 0.0484 | |
| B-ResNet (2020)2026.05 | 0.0419 | 0.0618 | |
| HDDN (2025)2026.05 | 0.0441 | 0.0642 | |
| Dom2Vec (2023)2026.05 | 0.0497 | 0.0744 | |
| SFT-Llama3-8B (2024)2026.05 | 0.2006 | 0.1922 |