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Benchmarks
Evasion attack verification on miniboone 10,000 examples (test)
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19.2
Speedup
Veritas
0.376
5.263
10.15
15.037
Feb 13, 2024
Speedup
Average Run Time (h)
Updated 4d ago
Evaluation Results
Method
Method
Links
Speedup
Average Run Time (h)
Veritas
Ensemble Model=Random...
2024.02
19.2
-
Veritas
Ensemble Model=XGBoost...
2024.02
15.3
-
Kantchelian
Ensemble Model=XGBoost...
2024.02
5.1
-
Kantchelian
Ensemble Model=Random...
2024.02
4.5
-
Kantchelian
Ensemble Model=XGBoost...
2024.02
3.6
-
Veritas
Ensemble Model=Random...
2024.02
2
-
Veritas
Ensemble Model=XGBoost...
2024.02
1.7
-
Kantchelian
Ensemble Model=Random...
2024.02
1.1
-
Kantchelian
Ensemble Model=XGBoost...
2024.02
-
2.7
Kantchelian
Ensemble Model=Random...
2024.02
-
6
Veritas
Ensemble Model=XGBoost...
2024.02
-
3.7
Veritas
Ensemble Model=Random...
2024.02
-
3
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