Defense against Adaptive Attacks on Bank
87.46AccuracyDataInf
Evaluation Results
| Method | Links | |
|---|---|---|
| DataInfDefense Protocol=Relabeling2024.05 | 87.46 | |
| IPDefense Protocol=Relabeling2024.05 | 87.45 | |
| IP EnsembleDefense Protocol=Relabeling2024.05 | 87.45 | |
| EKFACDefense Protocol=Relabeling2024.05 | 87.38 | |
| IP EnsembleDefense Protocol=Reweighting2024.05 | 86.44 | |
| IPDefense Protocol=Reweighting2024.05 | 86.17 | |
| Self-TracInDefense Protocol=Relabeling2024.05 | 86.12 | |
| LiSSADefense Protocol=Relabeling2024.05 | 86.07 | |
| DataInfDefense Protocol=Reweighting2024.05 | 85.99 | |
| Self-TracInDefense Protocol=Reweighting2024.05 | 85.22 | |
| Self-LiSSADefense Protocol=Reweighting2024.05 | 85.16 | |
| EKFACDefense Protocol=Reweighting2024.05 | 83.5 | |
| PreDefense Protocol=Relabeling2024.05 | 80.31 | |
| PreDefense Protocol=Reweighting2024.05 | 80.31 | |
| Self-LiSSADefense Protocol=Relabeling2024.05 | 78.97 | |
| LiSSADefense Protocol=Reweighting2024.05 | 78.69 | |
| PostDefense Protocol=Relabeling2024.05 | 70.79 | |
| PostDefense Protocol=Reweighting2024.05 | 70.79 |