Packed Malware Detection on Packed and non-packed executables
97.97PrecisionDenseNet121
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DenseNet121Features=Imgs2025.12 | 97.97 | 94.25 | 96.07 | 96.15 | 1.95 | 5.75 | |
| VGG16Features=Imgs2025.12 | 97.71 | 95.23 | 96.45 | 96.5 | 2.24 | 4.77 | |
| Random ForestFeatures=Gabor jets2025.12 | 94.83 | 94.79 | 94.78 | 94.79 | 3.61 | 6.82 | |
| XGBoostFeatures=Gabor jets2025.12 | 93.71 | 93.68 | 93.68 | 93.68 | 4.95 | 7.69 | |
| KNNFeatures=Gabor jets2025.12 | 91.61 | 91.61 | 91.61 | 91.61 | 8.73 | 8.06 | |
| SVMFeatures=Gabor jets2025.12 | 82.87 | 82.56 | 82.52 | 82.56 | 22.14 | 12.75 | |
| MLPFeatures=Gabor jets2025.12 | 81.66 | 77.57 | 76.16 | 77.57 | 32.86 | 12 | |
| Logistic RegressionFeatures=Gabor jets2025.12 | 81.62 | 81.42 | 81.39 | 81.42 | 22.71 | 14.46 |