Security and Communication Networks / 2021 / Article / Tab 9

Research Article

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

Table 9

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

RamnitLollipopKelihos_ver3VundoSimdaTracurKelihos_ver1Obfuscator.ACYGatakPrecisionRecallF1 score

Ramnit295200041610.9730.9540.964
Lollipop049100000230.9850.9890.987
Kelihos_ver3005880000000.9981.0000.999
Vundo01091011100.9570.9570.957
Simda0001700000.8750.8750.875
Tracur220101401040.9450.9330.939
Kelihos_ver100000076030.9500.9620.955
Obfuscator.ACY611213122730.9570.9260.941
Gatak010000012000.9340.9900.961
Macro0.9530.9540.954