Table 1 Categories and numbers of extracted features
From: Accurate mobile malware detection and classification in the cloud
Source | Category | #Feature |
|---|---|---|
Dynamic | File operations | 19,038 |
Static and dynamic | Signatures | 1283 |
Dynamic | Registered_receivers | 8334 |
Dynamic | Reflection_calls | 14,799 |
Static | Used/required permissions | 1267 |
Static and dynamic | SMS, phone, contacts | 1493 |
Static | Application components | 21,523 |
Static and dynamic | Dynamic code loading | 916 |
Static and dynamic | Crypto operation | 41 |
Dynamic | Data_leak | 828 |
Dynamic | Commands | 937 |
Static and dynamic | Network activity | 37,734 |
Static | The use of special API | 20,162 |
Dynamic | System properties | 13,081 |