Malware detection on Windows PE Files D2 (test)
96.7TPR@0.1%EmberGBM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EmberGBMTrain Set=D1+D22026.05 | 96.7 | 1 | |
| EmberGBMTrain Set=D12026.05 | 92.1 | 0.999 | |
| MalPT 1024Train Set=D1+D22026.05 | 82.76 | 0.991 | |
| MalPT 1024Train Set=D12026.05 | 72.28 | 0.994 | |
| MalGraphTrain Set=D12026.05 | 57.6 | 0.995 | |
| MalGraphTrain Set=D1+D22026.05 | 52.2 | 0.996 | |
| Ember NNTrain Set=D1+D22026.05 | 21.5 | 0.996 | |
| Ember NNTrain Set=D12026.05 | 13.9 | 0.996 | |
| Malconv2Train Set=D12026.05 | 6.6 | 0.977 | |
| Malconv2Train Set=D1+D22026.05 | 3.1 | 0.979 |