Research Article
Android Malware Detection Using Fine-Grained Features
Table 11
The top fourteen features of FDP according to information gain.
| Permission | Information gain |
| S-READ_PHONE_STATE | 0.55678 | READ_EXTERNAL_STORAGE | 0.41997 | GET_ACCOUNTS | 0.41997 | GET_TASKS | 0.41997 | RECORD_AUDIO | 0.41997 | B-READ_PHONE_STATE | 0.28129 | CALL_PHONE | 0.28129 | CHANGE_WIFI_STATE | 0.28129 | VIBRATE | 0.28129 | READ_CONTACTS | 0.28129 | WRITE_SETTING | 0.25643 | S-READ_SMS | 0.17095 | PROCESS_OUTGOING_CALLS | 0.17095 | READ_CALENDAR | 0.17095 |
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