A Deep Learning Method for Android Application Classification Using Semantic Features

Table 10

The basic information of malware families.

Malware families	Samples	Feature set I	Feature set I + II
FakeInstaller	925	57	76
DroidKungFu	666	116	135
Plankon	625	133	152
Opfake	613	45	64
GinMaster	339	114	133
BaseBridge	328	66	85
Iconosys	152	33	52
Kmin	147	30	49
FakeDoc	132	49	68
Geinimi	91	43	62
Adrd	91	105	124
DroidDream	81	77	96
ExploitLinuxLotoor	69	67	86
MobileTx	69	10	29
Glodream	69	41	60
FakeRun	61	24	43
SendPay	59	18	37
Gappusin	58	46	65
Imlog	43	11	30
SMSreg	40	34	53
TOTAL	4658