Evasion attack verification on vehicle 10,000 examples (test)
19.9SpeedupVeritas
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VeritasEnsemble Model=XGBoost, Approach=pruned2024.02 | 19.9 | — | |
| VeritasEnsemble Model=Random Forest, Approach=pruned2024.02 | 5.8 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=pruned2024.02 | 4.4 | — | |
| KantchelianEnsemble Model=Random Forest, Approach=pruned2024.02 | 3.8 | — | |
| VeritasEnsemble Model=XGBoost, Approach=mixed2024.02 | 3.8 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=mixed2024.02 | 3.1 | — | |
| KantchelianEnsemble Model=Random Forest, Approach=mixed2024.02 | 1.4 | — | |
| VeritasEnsemble Model=Random Forest, Approach=mixed2024.02 | 1 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=full2024.02 | — | 2.4 | |
| KantchelianEnsemble Model=Random Forest, Approach=full2024.02 | — | 6 | |
| VeritasEnsemble Model=XGBoost, Approach=full2024.02 | — | 12 | |
| VeritasEnsemble Model=Random Forest, Approach=full2024.02 | — | 43.6 |