Research Article

An Android Malware Detection Leveraging Machine Learning

Table 1

Permission for static analysis.

ImportanceFeatures name

0.587484android.permission.WRIT_EXTERNAL_STORAGE
0.088250com.google.android.c2dm.permission.RECEIVE
0.049034android.permission.READ_LOGS
0.033341android.permission.vending.BILLING
0.018864android.permission.USE_CREDENTIALS
0.014858android.permission.GET_PACKET_SIZE
0.013001android.permission.ACCESS_NETWORK_STATE
0.012275android.permission.GET_TASKS
0.011658android.permission.SYSTEM_ALERT_WINDOW
0.010321android.permission.CAMERA