Android Malware Detection on Drebin
79.74RAMalPurifier
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MalPurifier2023.12 | 79.74 | 90.88 | 87.85 | 92.38 | 92.08 | |
| FD-VAE2023.12 | 64.7 | 70.07 | 60.44 | 73.74 | 61.74 | |
| PAD-SMA2023.12 | 47.07 | 56.71 | 50.55 | 60.9 | 70.37 | |
| DNN+2023.12 | 27.31 | 40.84 | 34.08 | 40.95 | 56.44 | |
| AT-rFGSMk2023.12 | 15.4 | 13.81 | 11.38 | 19.08 | 16.39 | |
| KDE2023.12 | 10.19 | 21.07 | 12.38 | 15.04 | 20.05 | |
| AT-Adam2023.12 | 9.88 | 7.708 | 15.94 | 21.31 | 15.36 | |
| DNN2023.12 | 8.075 | 15.71 | 10.4 | 14.38 | 15.36 |