Targeted evasion on WinAPI-AdvMal (test)
12.5UERRandom
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Randomk=152026.05 | 12.5 | 10.34 | 82.7 | 87.5 | |
| Randomk=52026.05 | 12.79 | 11.08 | 86.85 | 87.21 | |
| Randomk=202026.05 | 12.79 | 10.59 | 84.03 | 87.21 | |
| Randomk=102026.05 | 12.89 | 11.03 | 85.86 | 87.11 | |
| Randomk=302026.05 | 13.43 | 10.49 | 80.05 | 86.57 | |
| Randomk=502026.05 | 14.66 | 11.03 | 78.16 | 85.34 | |
| MostPopulark=52026.05 | 16.27 | 13.87 | 84.71 | 83.73 | |
| MostPopulark=102026.05 | 22.6 | 19.71 | 86.5 | 77.4 | |
| CVAEk=52026.05 | 25.05 | 24.07 | 95.53 | 74.95 | |
| MostPopulark=152026.05 | 26.18 | 22.84 | 87.24 | 73.82 | |
| MostPopulark=202026.05 | 31.03 | 28.28 | 90.89 | 68.97 | |
| MostPopulark=302026.05 | 38.68 | 36.32 | 93.94 | 61.32 | |
| CVAEk=102026.05 | 41.18 | 39.9 | 96.25 | 58.82 | |
| MostPopulark=502026.05 | 50.49 | 49.56 | 98.09 | 49.51 | |
| CVAEk=152026.05 | 56.47 | 55.59 | 98.28 | 43.53 | |
| CVAEk=202026.05 | 70.05 | 69.61 | 99.33 | 29.95 | |
| CVAEk=302026.05 | 84.17 | 83.43 | 99.17 | 15.83 | |
| CVAEk=502026.05 | 94.61 | 94.02 | 99.4 | 5.39 |