Advances, Systems and Applications
Table 4 Our customized dataset prepared from CIC-InvesAndMal2019
APK | No. of ACGs | Train Features (APIs) | Texture Features | Combined |
|---|---|---|---|---|
Adware | \(\sim 3.2K\) | \(\sim 8.4K\) | \(\sim 27K\) | \(\sim 35.4K\) |
Ransomware | \(\sim 3.2K\) | \(\sim 8.4K\) | \(\sim 27K\) | \(\sim 35.4K\) |
Scareware | \(\sim 3.4K\) | \(\sim 8.6K\) | \(\sim 28K\) | \(\sim 36.6K\) |
SMS | \(\sim 3.4K\) | \(\sim 8.6K\) | \(\sim 28K\) | \(\sim 36.6K\) |
Benign | \(\sim 4.8K\) | \(\sim 12.6K\) | \(\sim 40.4K\) | \(\sim 53K\) |