Malware Classification on CICMalDroid 2020 (Weighted Recall)
95.6Weighted RecallXGBoost
Evaluation results
| Method | Links | |
|---|---|---|
| XGBoostData augmentation=VAE-based2026.05 | 95.6 | |
| XGBoost (F-test selection), non-aggressive, SMOTEFeature selection=F-test selection, Aggressiveness=non-aggressive, Data augmentation=SMOTE2026.05 | 95.4 | |
| XGBoost (F-test selection), non-aggressive, no SMOTEFeature selection=F-test selection, Aggressiveness=non-aggressive, Data augmentation=no SMOTE2026.05 | 95.32 | |
| Random forestData augmentation=VAE-based2026.05 | 95.3 | |
| Sequential modelData augmentation=VAE-based2026.05 | 88.58 |