TinyDroid: A Lightweight and Efficient Model for Android Malware Detection and Classification

Table 12

The results on the classification of malware family using TinyDroid.

Malware family	TPR	FPR	Precision	Recall	F-Measure	AUC
Plankton	0.949	0.003	0.974	0.949	0.961	0.999
DroidKungF	0.833	0.003	0.972	0.833	0.897	0.996
GinMaster	1	0.037	0.755	1	0.86	0.997
FakeDoc	0.976	0	1	0.976	0.988	1
FakeInstalle	0.865	0.006	0.941	0.865	0.901	0.978
Opfake	1	0.019	0.882	1	0.938	0.997
BaseBridge	0.816	0	1	0.816	0.899	0.995
Kmin	1	0	1	1	1	1
Iconosys	1	0	1	1	1	1