Malware Detection on fresh dataset fat (TPR at 1% FPR)
97.71TPR at 1% FPRXGBoost-based macOS malware detector
Evaluation Results
| Method | Links | |
|---|---|---|
| XGBoost-based macOS malware detectorFeature set=specific2026.06 | 97.71 | |
| XGBoost-based macOS malware detectorFeature set=all2026.06 | 97.42 | |
| XGBoost-based macOS malware detectorFeature set=generic2026.06 | 69.64 | |
| MalConv2026.06 | 61.22 | |
| Pajouh-based2026.06 | 60.86 | |
| Thaeler2026.06 | 57.49 |