Security and Communication Networks / 2021 / Article / Tab 7

Research Article

A Novel Malware Detection and Family Classification Scheme for IoT Based on DEAM and DenseNet

Table 7

Precision, recall, and F1 score of our model on the MalImg dataset.

Adialer.CAgent.FYIAllaple.AAllaple.LAllueron.gen!JAutorun.KC2Lop.PC2Lop.gen!gDialplatform.BDontovo.AFakereanInstantaccessLolyda.AA1Lolyda.AA2Lolyda.AA3Lolyda.ATMalex.gen!JObfuscator.ADADRbot!genSkintrim.NSwizzor.gen!ESwizzor.gen!IVB.ATWintrim.BXYuner.APrecisionRecallF1 score

Adialer.C250000000000000000000000001.0001.0001.000
Agent.FYI032000000000000000000000001.0001.0001.000
Allaple.A007600000000000000000000001.0001.0001.000
Allaple.L000860000000000000000000001.0001.0001.000
Allueron.gen!J000037000000000000006000000.9250.8600.891
Autorun.K000033400000000000000000001.0000.9180.957
C2Lop.P000000250000000000000000001.0001.0001.000
C2Lop.gen!g000000032000000000000000001.0001.0001.000
Dialplatform.B000000002601000000000000001.0000.9620.981
Dontovo.A000000000280000000000000001.0001.0001.000
Fakerean000000000032000000000000000.9691.0000.984
Instantaccess000000000002300000000000001.0001.0001.000
Lolyda.AA1000000000000160000000000001.0001.0001.000
Lolyda.AA2000000000000022300000001000.7850.8460.814
Lolyda.AA3000000000000061900000000100.7910.7300.76
Lolyda.AT000000000000000820000000001.0001.0001.000
Malex.gen!J000000000000000019000000000.951.0000.974
Obfuscator.AD0000000000000000016000000001.0001.0001.000
Rbot!gen0000000000000000105890000001.0000.9980.999
Skintrim.N0000000000000000000318000000.9811.0000.990
Swizzor.gen!E000000000000000000004000001.0001.0001.000
Swizzor.gen!I000000000000000000000210001.0001.0001.000
VB.AT0000000000000000000300.9480.9250.936
Wintrim.BX0000000000000020000000370.881
Yuner.A0000000000000000000000000011.000
Macro0.9690.9660.967