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ResearchFormerly WizWand

Adversarial Attack on Kaggle

0.96Average Cumulative RewardFRAUD-RLA
0.2320.4210.610.799Feb 4, 2025
Updated 7mo ago

Evaluation results

MethodLinks
FRAUD-RLAFeatures Fixed=25%, Features Unknown=50%, Time=4000, Target Model=Neural Network2025.020.96
FRAUD-RLAFeatures Fixed=50%, Features Unknown=25%, Time=4000, Target Model=Neural Network2025.020.96
FRAUD-RLAFeatures Fixed=0%, Features Unknown=50%, Time=4000, Target Model=Neural Network2025.020.95
FRAUD-RLAFeatures Fixed=25%, Features Unknown=25%, Time=4000, Target Model=Neural Network2025.020.95
FRAUD-RLAFeatures Fixed=50%, Features Unknown=0%, Time=4000, Target Model=Neural Network2025.020.95
Best BaselineFeatures Fixed=0%, Features Unknown=0%, Target Model=Neural Network2025.020.94
FRAUD-RLAFeatures Fixed=0%, Features Unknown=25%, Time=4000, Target Model=Neural Network2025.020.94
FRAUD-RLAFeatures Fixed=25%, Features Unknown=0%, Time=4000, Target Model=Neural Network2025.020.94
FRAUD-RLAFeatures Fixed=25%, Features Unknown=50%, Time=1000, Target Model=Neural Network2025.020.94
FRAUD-RLAFeatures Fixed=50%, Features Unknown=25%, Time=1000, Target Model=Neural Network2025.020.94
FRAUD-RLAFeatures Fixed=0%, Features Unknown=0%, Time=4000, Target Model=Neural Network2025.020.93
FRAUD-RLAFeatures Fixed=25%, Features Unknown=25%, Time=1000, Target Model=Neural Network2025.020.93
FRAUD-RLAFeatures Fixed=25%, Features Unknown=0%, Time=1000, Target Model=Neural Network2025.020.92
FRAUD-RLAFeatures Fixed=0%, Features Unknown=50%, Time=1000, Target Model=Neural Network2025.020.92
FRAUD-RLAFeatures Fixed=50%, Features Unknown=0%, Time=1000, Target Model=Neural Network2025.020.92
FRAUD-RLAFeatures Fixed=0%, Features Unknown=25%, Time=1000, Target Model=Neural Network2025.020.91
FRAUD-RLAFeatures Fixed=0%, Features Unknown=0%, Time=1000, Target Model=Neural Network2025.020.9
FRAUD-RLAFeatures Fixed=0%, Features Unknown=50%, Time=300, Target Model=Neural Network2025.020.88
FRAUD-RLAFeatures Fixed=25%, Features Unknown=25%, Time=300, Target Model=Neural Network2025.020.88
FRAUD-RLAFeatures Fixed=25%, Features Unknown=50%, Time=300, Target Model=Neural Network2025.020.88
FRAUD-RLAFeatures Fixed=50%, Features Unknown=25%, Time=300, Target Model=Neural Network2025.020.88
FRAUD-RLAFeatures Fixed=0%, Features Unknown=0%, Time=300, Target Model=Neural Network2025.020.87
FRAUD-RLAFeatures Fixed=0%, Features Unknown=25%, Time=300, Target Model=Neural Network2025.020.87
FRAUD-RLAFeatures Fixed=50%, Features Unknown=0%, Time=300, Target Model=Neural Network2025.020.87
FRAUD-RLAFeatures Fixed=25%, Features Unknown=0%, Time=300, Target Model=Neural Network2025.020.86
Best BaselineFeatures Fixed=25%, Features Unknown=0%, Target Model=Neural Network2025.020.6
Best BaselineFeatures Fixed=0%, Features Unknown=25%, Target Model=Neural Network2025.020.58
Best BaselineFeatures Fixed=0%, Features Unknown=50%, Target Model=Neural Network2025.020.41
Best BaselineFeatures Fixed=50%, Features Unknown=0%, Target Model=Neural Network2025.020.41
Best BaselineFeatures Fixed=25%, Features Unknown=25%, Target Model=Neural Network2025.020.39
Best BaselineFeatures Fixed=50%, Features Unknown=25%, Target Model=Neural Network2025.020.28
Best BaselineFeatures Fixed=25%, Features Unknown=50%, Target Model=Neural Network2025.020.26