Malware Detection on Fresh Dataset fat (F1-score at 1% FPR)
96.52F1-score (1% FPR)XGBoost-based macOS malware detector
Evaluation Results
| Method | Links | |
|---|---|---|
| XGBoost-based macOS malware detectorFeature set=specific2026.06 | 96.52 | |
| XGBoost-based macOS malware detectorFeature set=all2026.06 | 96.41 | |
| XGBoost-based macOS malware detectorFeature set=generic2026.06 | 80 | |
| MalConv2026.06 | 66.8 | |
| Pajouh-based2026.06 | 64.1 | |
| Thaeler2026.06 | 62.84 |