Research Article
Effective and Efficient Android Malware Detection and Category Classification Using the Enhanced KronoDroid Dataset
Table 1
Number of samples in each malware category.
| ā | Malware category | Number of samples |
| 1 | Adware | 11185 | 2 | Trojan | 6690 | 3 | Trojan-SMS | 6475 | 4 | Riskware | 5340 | 5 | Trojan-spy | 4281 | 6 | Ransomware | 1964 | 7 | Trojan-banker | 1681 | 8 | Backdoor | 1095 | 9 | Scareware | 1036 | 10 | PUA | 657 | 11 | File-infector | 436 | 12 | Spyware | 260 | 13 | Trojan-dropper | 62 | 14 | Trojan/Riskware | 54 | 15 | Blank-category | 166 |
|
|