Research Article
A Novel Malware Classification Method Based on Crucial Behavior
| | Approach | Analysis type | Accuracy (detection/classification) | Precision | F1 score |
| | Fredrikson et al. [37] | Dynamic | 86.56% (D) | NA | NA | | Alam et al. [40] | Static | 94%–99.6% (D) | NA | NA | | Ding et al. (SDG-A) [41] | Dynamic | 96.2% (C) | NA | NA | | Ding et al. (CDG) [41] | Dynamic | 96.4% (C) | NA | NA | | Our method | Dynamic | 95.27 (C) | 95.3% | 95.3% | | Our method | Dynamic | 99.7% (D) | 99.7% | 99.7% |
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