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Malware Detection on APIGraph

93.5F1 ScoreCITADEL
74.2679.25584.2589.245Nov 15, 2025
Updated 8mo ago

Evaluation results

MethodLinks
CITADELBudget=400, Sample Selector=Multi-Criteria2025.1193.59.50.3
CITADELBudget=200, Sample Selector=Multi-Criteria2025.1192.610.60.3
Chen-ALBudget=400, Sample Selector=Pseudo Loss2025.1192.410.20.4
CITADELBudget=100, Sample Selector=Multi-Criteria2025.1191.912.10.3
Chen-ALBudget=200, Sample Selector=Pseudo Loss2025.1191.711.40.4
Chen-ALBudget=100, Sample Selector=Pseudo Loss2025.1190.713.20.5
MORSEBudget=400, Sample Selector=Uncertainty2025.1190.612.90.5
CITADELBudget=50, Sample Selector=Multi-Criteria2025.1190.114.50.3
MORSEBudget=200, Sample Selector=Uncertainty2025.119013.60.5
MORSEBudget=100, Sample Selector=Uncertainty2025.1189.414.30.6
Chen-ALBudget=50, Sample Selector=Pseudo Loss2025.1189.215.10.5
CADEBudget=400, Sample Selector=Out-of-Distribution2025.1189.113.20.8
CADEBudget=200, Sample Selector=Out-of-Distribution2025.1188.9140.7
Binary SVMBudget=400, Sample Selector=Uncertainty2025.1188.912.50.8
MORSEBudget=50, Sample Selector=Uncertainty2025.1188.814.90.6
Binary SVMBudget=200, Sample Selector=Uncertainty2025.1187.914.60.5
Binary SVMBudget=100, Sample Selector=Uncertainty2025.1187.416.60.7
Binary SVMBudget=50, Sample Selector=Uncertainty2025.1187.117.60.7
CADEBudget=100, Sample Selector=Out-of-Distribution2025.1187.114.41.1
Binary GBDTBudget=400, Sample Selector=Uncertainty2025.1186.4200.5
CADEBudget=50, Sample Selector=Out-of-Distribution2025.1183.919.71
Binary GBDTBudget=200, Sample Selector=Uncertainty2025.1182.624.70.6
Binary GBDTBudget=100, Sample Selector=Uncertainty2025.1180.127.90.7
TRANSCENDENTBudget=400, Sample Selector=Credibility2025.1178.925.10
TRANSCENDENTBudget=200, Sample Selector=Credibility2025.1178.2270
Binary GBDTBudget=50, Sample Selector=Uncertainty2025.1177.832.10.5
TRANSCENDENTBudget=100, Sample Selector=Credibility2025.1176.8290
TRANSCENDENTBudget=50, Sample Selector=Credibility2025.1175320