DGA Detection on DGA 2022 (test)
2.3194False Positive Rate (FPR)MIT (2016)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MIT (2016)2026.05 | 2.3194 | 8.6732 | |
| HMT (2023)2026.05 | 2.3669 | 8.5153 | |
| NYU (2016)2026.05 | 2.5192 | 8.3348 | |
| Fine-tuned BERT2026.05 | 2.6919 | 7.4343 | |
| DRIFT (Supervised)Mode=Supervised2026.05 | 3.2776 | 6.3187 | |
| DRIFTMode=Dual-branch Transformer2026.05 | 3.3638 | 4.482 | |
| Endgame (2016)2026.05 | 3.8921 | 6.4794 | |
| M-ResNet + B-cos (2022)2026.05 | 4.1114 | 4.973 | |
| B-ResNet (2020)2026.05 | 4.5256 | 6.3773 | |
| HDDN (2025)2026.05 | 4.7069 | 7.0306 | |
| Dom2Vec (2023)2026.05 | 5.3397 | 7.8659 | |
| SFT-Llama3-8B (2024)2026.05 | 19.681 | 18.9474 |