Table 6 Top 10 API calls logged from benign samples where the hybrid approach was better than the state-based approach (Dataset1)
From: Machine learning-based dynamic analysis of Android apps with improved code coverage
API signatures | State | Hybrid | Difference |
|---|---|---|---|
Landroid/os/Process;->myPid | 87 | 106 | 19 |
Landroid/net/Uri;->parse | 480 | 492 | 12 |
Landroid/media/AudioManager;->getStreamVolume | 37 | 47 | 10 |
Landroid/content/res/AssetManager;->open | 320 | 328 | 8 |
Landroid/net/NetworkInfo;->getExtraInfo | 23 | 30 | 7 |
Ljava/lang/reflect/Method;->getClass | 559 | 565 | 6 |
Landroid/telephony/TelephonyManager;->getSimOperator | 72 | 77 | 5 |
Ljava/lang/reflect/Method;->getMethod | 245 | 249 | 4 |
Ljava/util/GregorianCalendar;->getTime | 188 | 191 | 3 |
Landroid/content/Context;->getAssets | 243 | 246 | 3 |