Evasion attack verification on miniboone 10,000 examples (test)
19.2SpeedupVeritas
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VeritasEnsemble Model=Random Forest, Approach=pruned2024.02 | 19.2 | — | |
| VeritasEnsemble Model=XGBoost, Approach=pruned2024.02 | 15.3 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=pruned2024.02 | 5.1 | — | |
| KantchelianEnsemble Model=Random Forest, Approach=pruned2024.02 | 4.5 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=mixed2024.02 | 3.6 | — | |
| VeritasEnsemble Model=Random Forest, Approach=mixed2024.02 | 2 | — | |
| VeritasEnsemble Model=XGBoost, Approach=mixed2024.02 | 1.7 | — | |
| KantchelianEnsemble Model=Random Forest, Approach=mixed2024.02 | 1.1 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=full2024.02 | — | 2.7 | |
| KantchelianEnsemble Model=Random Forest, Approach=full2024.02 | — | 6 | |
| VeritasEnsemble Model=XGBoost, Approach=full2024.02 | — | 3.7 | |
| VeritasEnsemble Model=Random Forest, Approach=full2024.02 | — | 3 |