Malware Detection on Fresh Dataset multi-arch (F1-score at 1% FPR)
98.5F1-score (1% FPR)XGBoost-based macOS malware detector
Evaluation results
| Method | Links | |
|---|---|---|
| XGBoost-based macOS malware detectorFeature set=specific2026.06 | 98.5 | |
| XGBoost-based macOS malware detectorFeature set=all2026.06 | 96.74 | |
| XGBoost-based macOS malware detectorFeature set=generic2026.06 | 90.15 | |
| Pajouh-based2026.06 | 75.21 | |
| Thaeler2026.06 | 72.85 | |
| MalConv2026.06 | 70.55 |