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ResearchFormerly WizWand

Malware Detection on MaMaDroid

44.9F1 ScoreCITADEL
16.92424.18731.4538.713Nov 15, 2025
Updated 8mo ago

Evaluation results

MethodLinks
CITADELBudget=400, Sample Selector=Multi-Criteria2025.1144.952.75
CITADELBudget=200, Sample Selector=Multi-Criteria2025.1140.837.620.4
CITADELBudget=100, Sample Selector=Multi-Criteria2025.1137.647.618
MORSEBudget=400, Sample Selector=Uncertainty2025.113668.12.6
MORSEBudget=200, Sample Selector=Uncertainty2025.1132.672.32.9
CITADELBudget=50, Sample Selector=Multi-Criteria2025.1130.974.82.9
Chen-ALBudget=400, Sample Selector=Pseudo Loss2025.1130576.2
MORSEBudget=100, Sample Selector=Uncertainty2025.1128.4773.3
Chen-ALBudget=200, Sample Selector=Pseudo Loss2025.112861.57.8
CADEBudget=400, Sample Selector=Out-of-Distribution2025.1128596.9
Chen-ALBudget=100, Sample Selector=Pseudo Loss2025.1126.365.99.4
CADEBudget=200, Sample Selector=Out-of-Distribution2025.1126.3638.4
MORSEBudget=50, Sample Selector=Uncertainty2025.1125.381.23.8
CADEBudget=100, Sample Selector=Out-of-Distribution2025.1124.767.59.9
TRANSCENDENTBudget=400, Sample Selector=Credibility2025.112463.87.8
Binary GBDTBudget=400, Sample Selector=Uncertainty2025.1122.965.18
TRANSCENDENTBudget=200, Sample Selector=Credibility2025.1122.867.49.2
Binary SVMBudget=400, Sample Selector=Uncertainty2025.1122.765.58.1
Chen-ALBudget=50, Sample Selector=Pseudo Loss2025.11227210.8
Binary GBDTBudget=200, Sample Selector=Uncertainty2025.1121.868.79.5
Binary SVMBudget=200, Sample Selector=Uncertainty2025.1121.669.19.6
TRANSCENDENTBudget=100, Sample Selector=Credibility2025.1121.371.210.8
CADEBudget=50, Sample Selector=Out-of-Distribution2025.1120.573.511.4
Binary GBDTBudget=100, Sample Selector=Uncertainty2025.1120.472.211
Binary SVMBudget=100, Sample Selector=Uncertainty2025.1120.272.711.1
TRANSCENDENTBudget=50, Sample Selector=Credibility2025.111975.512
Binary GBDTBudget=50, Sample Selector=Uncertainty2025.1118.376.512.6
Binary SVMBudget=50, Sample Selector=Uncertainty2025.11187712.4