Malware Detection on CICMaldroid
98.33AccuracyVGAE-MalGAN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VGAE-MalGANBenign/Malware APKs=3,696/12,1522025.12 | 98.33 | 99.18 | 98.6 | 98.89 | |
| Mahdavifar et al. (2020)Benign/Malware APKs=1479/11,5982025.12 | 96.7 | 99.16 | 96.54 | 97.84 | |
| Zhang, W (2021)Benign/Malware APKs=5687/58262025.12 | 95.44 | 95.45 | 95.45 | 95.44 | |
| Alenezi et al. (2021)Benign/Malware APKs=1479/11,5982025.12 | 94.7 | 93 | 94 | 93 |