Android Malware Detection via Graph Representation Learning

Table 8

Malware family detection performance.

Malware family	# of samples	# of detected samples	Accuracy (%)
FakeInstaller	925	913	98.7
DroidKungFu	662	655	98.9
Opfake	612	603	98.5
Plankton	553	527	95.3
GinerMaster	338	331	98.0
BaseBridge	315	308	97.8
Iconosys	135	131	97.0
FakeDoc	132	124	93.9
Kmin	96	96	100.0
Geinimi	84	81	96.4
Adrd	82	78	95.1
DroidDream	78	75	96.2
MobileTx	69	66	95.7
LinuxLotoor	68	65	95.6
GoldDream	68	67	98.5
FakeRun	61	57	98.5
SendPay	59	59	100
Gappusin	46	25	54.3
Imlog	43	40	93.0
SMSreg	40	37	92.5
Total	4466	4338	97.1