Evasion Attack Verification on fmnist (test)
7.6SpeedupKantchelian
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| KantchelianEnsemble Model=Random Forest, Approach=pruned2024.02 | 7.6 | — | |
| KantchelianEnsemble Model=Random Forest, Approach=mixed2024.02 | 7.1 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=pruned2024.02 | 6.6 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=mixed2024.02 | 4.7 | — | |
| VeritasEnsemble Model=Random Forest, Approach=pruned2024.02 | 3.6 | — | |
| VeritasEnsemble Model=Random Forest, Approach=mixed2024.02 | 3.1 | — | |
| VeritasEnsemble Model=XGBoost, Approach=pruned2024.02 | 1.6 | — | |
| VeritasEnsemble Model=XGBoost, Approach=mixed2024.02 | 1.5 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=full2024.02 | — | 1.3 | |
| KantchelianEnsemble Model=Random Forest, Approach=full2024.02 | — | 4.8 | |
| VeritasEnsemble Model=XGBoost, Approach=full2024.02 | — | 1.2 | |
| VeritasEnsemble Model=Random Forest, Approach=full2024.02 | — | 6.9 |