Research Article

Android Malware Detection Based on a Hybrid Deep Learning Model

Table 2

Types and quantity of semantic features.

TypeSpecific meaningQuantity

DEXAPI call32
API package8
String13

Intent and permissionIntension16
Permission67

Meta informationServices6
Content providers3
Broadcast receivers2
Activities25

EscapeEncryption2
Reflection3
Dynamic code loading2