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

Table 5

Classification result of per malware family.

ID	Obfuscated method	Malicious detection using Dex (recall)	Malicious detection using Data Area (%) (recall)
1	String Encrption	91.3	94.8
2	Class Encrption	90.2	93.2
3	Method Encrption	92.8	95.0
4	Combined 1 and 3	91.9	94.9
5	Combined 1, 2, and 3	90.6	95.4
6	No obfuscation	96.2	97.9