Table 5 Rates of evasion.
From: GEAAD: generating evasive adversarial attacks against android malware defense
Size of database | MSR (%) | KNN (%) | SVM (%) | Kaggle-RF (%) | CNN (%) | CSR (%) |
|---|---|---|---|---|---|---|
1000 | 37.48 | 58.93 | 28.19 | 47.82 | 64.87 | 37.34 |
3000 | 60.78 | 59.00 | 28.19 | 47.43 | 63.89 | 60.63 |
5000 | 93.08 | 58.97 | 27.69 | 48.00 | 64.00 | 93.00 |
7000 | 95.74 | 58.72 | 28.70 | 47.38 | 64.00 | 95.71 |
9000 | 99.76 | 58.44 | 28.48 | 47.20 | 62.90 | 99.25 |
10000 | 100.00 | 59.29 | 28.00 | 48.12 | 64.10 | 99.35 |
11000 | 100.00 | 58.87 | 27.53 | 48.22 | 64.50 | 93.59 |
13000 | 100.00 | 58.95 | 28.00 | 48.54 | 64.00 | 99.47 |
