Security and Communication Networks / 2021 / Article / Tab 10

Research Article

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

Table 10

Precision, recall, and F1 score of DenseNet on BIG 2015 dataset.

RamnitLollipopKelihos_ver3VundoSimdaTracurKelihos_ver1Obfuscator.ACYGatakPrecisionRecallF1 score

Ramnit2858001131100..9760.9220.948
Lollipop049501000000.9480.9970.972
Kelihos_ver3005880000000.9891.0000.994
Vundo02090010110.9570.9470.952
Simda0001501010.8330.6250.714
Tracur322101352050.9780.9000.937
Kelihos_ver101200076000.9150.9620.938
Obfuscator.ACY482001122450.9410.9140.927
Gatak060100021930.9410.9550.948
Macro0.9420.9140.926