研究文章
Android恶意软件检测使用细粒度特性
表6
信息增益86798年排名前20位的权限的恶意软件样本。
|
| 信息增益 |
许可 |
|
| 0.33442 |
GET_TASKS |
| 0.32002 |
SYSTEM_ALERT_WINDOW |
| 0.29962 |
WRITE_SETTING |
| 0.21801 |
WAKE_LOCK |
| 0.1655 |
ACCESS_WIFI_STATE |
| 0.1588 |
CHANGE_WIFI_STATE |
| 0.14685 |
ACCESS_COARSE_LOCATION |
| 0.12524 |
ACCESS_FINE_LOCATION |
| 0.11073 |
GET_ACCOUNTS |
| 0.09772 |
ACCESS_NETWORK_STATE |
| 0.07362 |
振动 |
| 0.06159 |
WRITE_EXTERNAL_STORAGE |
| 0.03961 |
READ_SMS |
| 0.02997 |
INSTALL_SHORTCUT |
| 0.00644 |
READ_CONTACTS |
| 0.00546 |
READ_PHONE_STATE |
| 0.00531 |
SEND_SMS |
| 0.00399 |
RECEIVE_BOOT_COMPLETED |
| 0.00314 |
RECEIVE_SMS |
| 0.00154 |
互联网 |
|
|
