Power-based Malware Detection on Power-based Malware Detection Dataset
96.4ASRLSTM
Evaluation results
| Method | Links | |
|---|---|---|
| LSTMDummy Code Variant=Two For Loops2026.02 | 96.4 | |
| LSTMDummy Code Variant=One For Loop2026.02 | 91.2 | |
| LSTMDummy Code Variant=Single Function2026.02 | 90 | |
| LSTM+AEDummy Code Variant=Two For Loops2026.02 | 89 | |
| LSTM+AEDummy Code Variant=One For Loop2026.02 | 83.7 | |
| LSTMDummy Code Variant=If Statement2026.02 | 83.3 | |
| LSTM+AEDummy Code Variant=If Statement2026.02 | 79 | |
| BiLSTMDummy Code Variant=If Statement2026.02 | 77.3 | |
| BiLSTM +CNNDummy Code Variant=If Statement2026.02 | 77.3 | |
| LSTM+AEDummy Code Variant=Single Function2026.02 | 76.2 | |
| BiLSTM +CNNDummy Code Variant=Two For Loops2026.02 | 72 | |
| BiLSTM +CNNDummy Code Variant=One For Loop2026.02 | 71.2 | |
| TCNDummy Code Variant=One For Loop2026.02 | 67.5 | |
| BiLSTMDummy Code Variant=One For Loop2026.02 | 67 | |
| TCNDummy Code Variant=Single Function2026.02 | 62.1 | |
| TCNDummy Code Variant=Two For Loops2026.02 | 61.7 | |
| CNN+AttnDummy Code Variant=One For Loop2026.02 | 61.6 | |
| TCNDummy Code Variant=If Statement2026.02 | 59.6 | |
| BiLSTMDummy Code Variant=Two For Loops2026.02 | 57.2 | |
| BiLSTMDummy Code Variant=Single Function2026.02 | 50.8 | |
| BiLSTM +CNNDummy Code Variant=Single Function2026.02 | 50 | |
| CNN+AttnDummy Code Variant=Single Function2026.02 | 47.3 | |
| CNN+AttnDummy Code Variant=Two For Loops2026.02 | 45.3 | |
| CNN+AttnDummy Code Variant=If Statement2026.02 | 42 |