Research Article

ImageDroid: Using Deep Learning to Efficiently Detect Android Malware and Automatically Mark Malicious Features

Table 3

Top malware family used in Debin.

No.Family nameNumNo.Family nameNum

1FakeInstaller92511Adrd91
2DroidKungFu66712DroidDream81
3Plankton62513LinuxLotoor70
4OpFake61314GoldDream69
5GingerMaster33915MobileTx69
6BaseBridge33016FakeRun61
7IconoSys15217SendPay59
8Kmin14718Gappusin58
9FakeDoc13219Imlog43
10Geinimi9220SMSreg41