Security and Communication Networks / 2021 / Article / Tab 8

Research Article

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

Table 8

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

Adialer.CAgent.FYIAllaple.AAllaple.LAllueron.gen!JAutorun.KC2Lop.PC2Lop.gen!gDialplatform.BDontovo.AFakereanInstantaccessLolyda.AA1Lolyda.AA2Lolyda.AA3Lolyda.ATMalex.gen!JObfuscator.ADRbot!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!J000043000000000000000000000.9341.0000.966
Autorun.K000033400000000000000000000.9710.9180.944
C2Lop.P000000250000000000000000001.0001.0001.000
C2Lop.gen!g000000032000000000000000001.0001.0001.000
Dialplatform.B000001002600000000000000001.0000.9620.981
Dontovo.A000000000280000000000000001.0001.0001.000
Fakerean000000000032000000000000001.0001.0001.000
Instantaccess000000000002300000000000001.0001.0001.000
Lolyda.AA1000000000000160000000000001.0001.0001.000
Lolyda.AA20000000000000101600000000000.5550.3840.454
Lolyda.AA3000000000000022400000000000.5210.9230.666
Lolyda.AT000000000000000820000000001.0001.0001.000
Malex.gen!J000000000000000019000000001.0001.0001.000
Obfuscator.AD0000000000000000016000000001.0001.0001.000
Rbot!gen0000000000000000005900000000.9981.0000.999
Skintrim.N0000000000000000000318000001.0001.0001.000
Swizzor.gen!E000000000000000000004000001.0001.0001.000
Swizzor.gen!I000000000000000000000210001.0001.0001.000
VB.AT000000000000040000000035100.9450.8750.909
Wintrim.BX000000000000026000100021800.9470.6200.750
Yuner.A000000000000000000000000351.0001.0001.000
Macro0.9550.9470.946