Evasion attack verification on sensorless 10,000 examples (test)
5.4SpeedupKantchelian
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| KantchelianEnsemble Model=Random Forest, Approach=pruned2024.02 | 5.4 | — | |
| VeritasEnsemble Model=Random Forest, Approach=pruned2024.02 | 5.4 | — | |
| KantchelianEnsemble Model=Random Forest, Approach=mixed2024.02 | 2.9 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=pruned2024.02 | 2.8 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=mixed2024.02 | 2.4 | — | |
| VeritasEnsemble Model=XGBoost, Approach=pruned2024.02 | 2.2 | — | |
| VeritasEnsemble Model=XGBoost, Approach=mixed2024.02 | 1.8 | — | |
| VeritasEnsemble Model=Random Forest, Approach=mixed2024.02 | 1.8 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=full2024.02 | — | 27.1 | |
| KantchelianEnsemble Model=Random Forest, Approach=full2024.02 | — | 6 | |
| VeritasEnsemble Model=XGBoost, Approach=full2024.02 | — | 12.9 | |
| VeritasEnsemble Model=Random Forest, Approach=full2024.02 | — | 3 |