Malware Detection on Chen-AZ
82.7F1 ScoreCITADEL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CITADELBudget=400, Sample Selector=Multi-Criteria2025.11 | 82.7 | 23.9 | 30 | |
| MORSEBudget=400, Sample Selector=Uncertainty2025.11 | 78.4 | 25.1 | 90 | |
| CITADELBudget=200, Sample Selector=Multi-Criteria2025.11 | 76.1 | 31.8 | 30 | |
| CITADELBudget=100, Sample Selector=Multi-Criteria2025.11 | 75.7 | 32.7 | 40 | |
| Chen-ALBudget=400, Sample Selector=Pseudo Loss2025.11 | 75.5 | 31.4 | 50 | |
| Chen-ALBudget=200, Sample Selector=Pseudo Loss2025.11 | 73.6 | 33.7 | 50 | |
| CITADELBudget=50, Sample Selector=Multi-Criteria2025.11 | 72.7 | 36.7 | 30 | |
| Chen-ALBudget=100, Sample Selector=Pseudo Loss2025.11 | 70.7 | 70.7 | 60 | |
| Binary SVMBudget=400, Sample Selector=Uncertainty2025.11 | 70.7 | 38.2 | 40 | |
| MORSEBudget=200, Sample Selector=Uncertainty2025.11 | 70.5 | 25.8 | 530 | |
| Binary GBDTBudget=400, Sample Selector=Uncertainty2025.11 | 70 | 38 | 40 | |
| Chen-ALBudget=50, Sample Selector=Pseudo Loss2025.11 | 69.5 | 39.6 | 50 | |
| Binary GBDTBudget=200, Sample Selector=Uncertainty2025.11 | 63.9 | 45 | 80 | |
| Binary SVMBudget=200, Sample Selector=Uncertainty2025.11 | 63.5 | 46.4 | 30 | |
| MORSEBudget=100, Sample Selector=Uncertainty2025.11 | 63.2 | 26.7 | 1,050 | |
| CADEBudget=400, Sample Selector=Out-of-Distribution2025.11 | 60.1 | 51.4 | 40 | |
| Binary SVMBudget=100, Sample Selector=Uncertainty2025.11 | 59.8 | 51.5 | 20 | |
| Binary GBDTBudget=100, Sample Selector=Uncertainty2025.11 | 59.4 | 50.3 | 70 | |
| Binary GBDTBudget=50, Sample Selector=Uncertainty2025.11 | 58.9 | 52.1 | 50 | |
| Binary SVMBudget=50, Sample Selector=Uncertainty2025.11 | 58 | 53.5 | 20 | |
| MORSEBudget=50, Sample Selector=Uncertainty2025.11 | 55.9 | 28.2 | 1,560 | |
| CADEBudget=200, Sample Selector=Out-of-Distribution2025.11 | 50.2 | 62.2 | 30 | |
| CADEBudget=100, Sample Selector=Out-of-Distribution2025.11 | 50.1 | 62.3 | 30 | |
| CADEBudget=50, Sample Selector=Out-of-Distribution2025.11 | 49.7 | 62.5 | 30 | |
| TRANSCENDENTBudget=400, Sample Selector=Credibility2025.11 | 43.9 | 65.4 | 90 | |
| TRANSCENDENTBudget=200, Sample Selector=Credibility2025.11 | 41.2 | 67.4 | 130 | |
| TRANSCENDENTBudget=100, Sample Selector=Credibility2025.11 | 39.8 | 68.5 | 150 | |
| TRANSCENDENTBudget=50, Sample Selector=Credibility2025.11 | 38.4 | 69.4 | 160 |