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Evasion attack verification on roadsafety 10,000 examples (test)
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35.9
Speedup
Veritas
0.332
9.566
18.8
28.034
Feb 13, 2024
Speedup
Average Run Time (ms)
Updated 4d ago
Evaluation Results
Method
Method
Links
Speedup
Average Run Time (ms)
Veritas
Ensemble Model=Random...
2024.02
35.9
-
Kantchelian
Ensemble Model=Random...
2024.02
10.2
-
Veritas
Ensemble Model=Random...
2024.02
4.5
-
Kantchelian
Ensemble Model=XGBoost...
2024.02
2.4
-
Kantchelian
Ensemble Model=Random...
2024.02
2.4
-
Veritas
Ensemble Model=XGBoost...
2024.02
2.1
-
Kantchelian
Ensemble Model=XGBoost...
2024.02
2
-
Veritas
Ensemble Model=XGBoost...
2024.02
1.7
-
Kantchelian
Ensemble Model=XGBoost...
2024.02
-
10.3
Kantchelian
Ensemble Model=Random...
2024.02
-
5.8
Veritas
Ensemble Model=XGBoost...
2024.02
-
10.4
Veritas
Ensemble Model=Random...
2024.02
-
52.2
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