Malware Detection on ELSA-RAMD Track 1
80.16TPRSAdvNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SAdvNetFSA budget=02025.10 | 80.16 | 98.3 | |
| DeepTrustFSA budget=02025.10 | 78.32 | 99.02 | |
| Baseline - DREBINFSA budget=02025.10 | 77.28 | 99.64 | |
| wAdvNetFSA budget=02025.10 | 75.52 | 99.56 | |
| Baseline - SecSVMFSA budget=02025.10 | 75.36 | 99.56 | |
| SVM-CB(b0.8,n100)FSA budget=02025.10 | 75.36 | 99.18 | |
| SVM-CB(b0.2,n100)FSA budget=02025.10 | 75.36 | 99.18 | |
| XGBoostFSA budget=02025.10 | 73.36 | 99.88 | |
| C-PCTFSA budget=02025.10 | 59.6 | 99.6 | |
| Random ForestFSA budget=02025.10 | 54.4 | 99.6 | |
| SAdvNetFSA budget=252025.10 | 47.04 | — | |
| DeepTrustFSA budget=252025.10 | 43.28 | — | |
| DeepTrustFSA budget=502025.10 | 33.84 | — | |
| SAdvNetFSA budget=502025.10 | 26.56 | — | |
| DeepTrustFSA budget=1002025.10 | 19.92 | — | |
| wAdvNetFSA budget=252025.10 | 17.04 | — | |
| Baseline - SecSVMFSA budget=252025.10 | 14.96 | — | |
| SAdvNetFSA budget=1002025.10 | 12.4 | — | |
| Baseline - SecSVMFSA budget=502025.10 | 10.64 | — | |
| wAdvNetFSA budget=502025.10 | 9.6 | — | |
| Baseline - SecSVMFSA budget=1002025.10 | 5.44 | — | |
| Random ForestFSA budget=252025.10 | 5.28 | — | |
| C-PCTFSA budget=252025.10 | 4.56 | — | |
| wAdvNetFSA budget=1002025.10 | 4.32 | — | |
| SVM-CB(b0.8,n100)FSA budget=252025.10 | 4.16 | — | |
| SVM-CB(b0.2,n100)FSA budget=252025.10 | 4.16 | — | |
| Random ForestFSA budget=502025.10 | 3.36 | — | |
| SVM-CB(b0.8,n100)FSA budget=502025.10 | 3.28 | — | |
| SVM-CB(b0.2,n100)FSA budget=502025.10 | 3.28 | — | |
| Random ForestFSA budget=1002025.10 | 2.48 | — | |
| SVM-CB(b0.8,n100)FSA budget=1002025.10 | 2.32 | — | |
| SVM-CB(b0.2,n100)FSA budget=1002025.10 | 2.32 | — | |
| C-PCTFSA budget=502025.10 | 1.2 | — | |
| Baseline - DREBINFSA budget=252025.10 | 0.48 | — | |
| C-PCTFSA budget=1002025.10 | 0.24 | — | |
| XGBoostFSA budget=252025.10 | 0.16 | — | |
| Baseline - DREBINFSA budget=502025.10 | 0.08 | — | |
| Baseline - DREBINFSA budget=1002025.10 | 0 | — | |
| XGBoostFSA budget=502025.10 | 0 | — | |
| XGBoostFSA budget=1002025.10 | 0 | — |