Research Article

A Deep Learning Method for Android Application Classification Using Semantic Features

Table 1

The analysis content of androrisk.py.

DEXDescription

NATIVENumber of calls to non-java code
DYNAMICTimes of dynamic loading of dex from sd
CRYPTONumber of hidden dexes
REFLECTIONNumber of reflections
APKDescription
DEXTimes of dex use
EXECUTABLENumber of executions
ZIPCompressed package
SHELL_SCRIPTNumber of times the script is used
APKNumber of other apks
SHARED LIBRARIESNumber of shared databases