Binary Malware Classification on CIC-AndMal 2020
98.04AccuracyCFSGB+MAML
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CFSGB+MAMLFeatures=Static, Classification=B2025.12 | 98.04 | 97.59 | 98.52 | 98.05 | 0.9609 | 0.9959 | |
| Ensemble ML + DNNFeatures=Static, Classification=B2025.12 | 97.72 | 97.73 | 97.72 | 97.72 | — | — | |
| PDL-FEMCFeatures=Static, Classification=B2025.12 | 97.6 | 97.7 | — | — | — | — | |
| Transfer LearningFeatures=Static, Classification=B2025.12 | 97.19 | — | — | — | — | — | |
| SVMFeatures=Hybrid, Classification=B2025.12 | 96.64 | 98 | 96.7 | — | — | — | |
| Attention + MLPFeatures=Static, Classification=B2025.12 | 89.82 | — | — | — | — | — |