| MalDroid2020 (Mahdavifar et al., 2020; Mahdavifar, Alhadidi & Ghorbani, 2021) |
✓ |
✓ |
Benign |
4,039 apps |
| Apk: 52.7 GB |
| Java: 307 GB |
| Smali: 184 GB |
| Files (analyzed): 29,684,927 |
| CICInvesAndMal2019 (Keyes et al., 2021; Rahali et al., 2020) |
✓ |
✓ |
Benign |
1,648 apps |
| Apk: 20.06 GB |
| Java: 109 GB |
| Smali: 65.2 GB |
| Files (analyzed): 10,410,609 |
| Omer (Doğru & Kiraz, 2018) |
✓ |
✓ |
Benign |
1,346 apps |
| Apk: 20.5 GB |
| Java: 90.8 GB |
| Smali: 45.7 GB |
| Files (analyzed): 7,460,093 |
| Genome (Zhou & Jiang, 2012) |
✓ |
✓ |
Malware |
1,239 apps |
| Apk: 1.51 GB |
| Java: 4.94 GB |
| Smali: 2.56 GB |
| Files (analyzed): 427,871 |
| Drebin (Arp et al., 2014) |
✓ |
✓ |
Malware |
5,541 apps |
| Apk: 6.79 GB |
| Java: 24.6 GB |
| Smali: 13.86 GB |
| Files (analyzed): 1,959,954 |
| Total |
✓ |
✓ |
Malware + Benign |
7,025 Benign, 6,774 Malware |
| Total: 13,799 |
