Malware detection on Windows PE Files D3 (test)
53.5TPR@0.1%EmberGBM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EmberGBMTrain Set=D1+D2+D32026.05 | 53.5 | 0.992 | |
| EmberGBMTrain Set=D12026.05 | 44.8 | 0.995 | |
| EmberGBMTrain Set=D1+D22026.05 | 44.5 | 0.993 | |
| MalPT 1024Train Set=D1+D2+D32026.05 | 40.8 | 0.96 | |
| MalPT 1024Train Set=D1+D22026.05 | 40.18 | 0.988 | |
| Ember NNTrain Set=D1+D22026.05 | 39 | 0.985 | |
| Ember NNTrain Set=D1+D2+D32026.05 | 37.68 | 0.927 | |
| MalPT 1024Train Set=D12026.05 | 29.3 | 0.983 | |
| Ember NNTrain Set=D12026.05 | 21.9 | 0.983 | |
| MalGraphTrain Set=D1+D22026.05 | 19.7 | 0.982 | |
| MalGraphTrain Set=D12026.05 | 14.7 | 0.974 | |
| MalGraphTrain Set=D1+D2+D32026.05 | 13.4 | 0.95 | |
| Malconv2Train Set=D12026.05 | 3.6 | 0.95 | |
| Malconv2Train Set=D1+D22026.05 | 2.2 | 0.963 | |
| Malconv2Train Set=D1+D2+D32026.05 | 0.09 | 0.9 |