Anomaly Detection on Microsoft malware challenge and VirusShare PE dataset
92.1AUCOSVM + RegNetY320
Evaluation results
| Method | Links | |
|---|---|---|
| OSVM + RegNetY320Model Used=OSVM + RegNetY320, Feature Reduction Step=Yes2025.06 | 92.1 | |
| OSVM + VGG19Model Used=OSVM + VGG19, Feature Reduction Step=Yes2025.06 | 89.1 | |
| OSVM + RegNetY320Model Used=OSVM + RegNetY320, Feature Reduction Step=No2025.06 | 89 | |
| OSVM + ResNet152Model Used=OSVM + ResNet152, Feature Reduction Step=Yes2025.06 | 87 | |
| OSVM + ResNet152Model Used=OSVM + ResNet152, Feature Reduction Step=No2025.06 | 84 | |
| CBiGAN-ResNet50Model Used=CBiGAN-ResNet50, Feature Reduction Step=Yes2025.06 | 83.7 | |
| CBiGAN-ResNet50Model Used=CBiGAN-ResNet50, Feature Reduction Step=No2025.06 | 81.6 | |
| OSVM + VGG19Model Used=OSVM + VGG19, Feature Reduction Step=No2025.06 | 81 |