A Graph-Based Feature Generation Approach in Android Malware Detection with Machine Learning Techniques

Table 2

Sensitive permissions and their values.

Sensitive permission (s)	(s, k = 1)
SEND_SMS	0.243
READ_PHONE_STATE	0.239
READ_CALL_LOG	0.183
RECEIVE_SMS	0.182
READ_EXTERNAL_STORAGE	0.177
READ_CONTACTS	0.172
RECEIVE_BOOT_COMPLETED	0.171
CALL_PHONE	0.169
INSTALL_PACKAGE	0.167
ACCESS_WIFI_STATE	0.166
WRITE_EXTRNAL_STORAGE	0.165
MOUNT_UNMOUNT_FILESYSTEMS	0.165
READ_SMS	0.163
ACCESS_NETWORK_STATE	0.158
PROCESS_OUTCALLS	0.149
CHANGE_WIFI_STATE	0.148
ACCESS_FINE_LOCATION	0.144
ACCESS_COARSE_LOCATION	0.140
INTERNET	0.140
WRITE_SETTING	0.091