Malware Detection on Fresh Dataset arm64 (F1-score at 1% FPR)
80.43F1-score (1% FPR)XGBoost-based macOS malware detector
Evaluation Results
| Method | Links | |
|---|---|---|
| XGBoost-based macOS malware detectorFeature set=specific2026.06 | 80.43 | |
| XGBoost-based macOS malware detectorFeature set=all2026.06 | 75.91 | |
| XGBoost-based macOS malware detectorFeature set=generic2026.06 | 64.93 | |
| Pajouh-based2026.06 | 60.12 | |
| Thaeler2026.06 | 56.75 | |
| MalConv2026.06 | 54.48 |