Research Article
An Android Malware Detection Leveraging Machine Learning
Table 2
Action repetition for dynamic analysis.
| Importance | Features name |
| 0.302175 | APK file removed the launcher icon | 0.197239 | File tried to connect to a malicious URL | 0.090943 | APK file deleted a file | 0.080813 | APK file displayed a float window | 0.026626 | APK file uploaded geolocation information to the remote server | 0.025072 | APK file fetched the information of apps installed on the device | 0.023656 | File wrote a file on the device | 0.021470 | APK file tried to connect to the URL | 0.020729 | File wrote an ELF library file on the device | 0.017581 | APK file sent out an SMS message |
|
|