Adversarial Robustness Evaluation on Fashion-MNIST IID (test)
79.9LF Attack (10% Ratio)
DP2Guard
Updated 26d ago
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2025.07 | 79.9 | 79.5 | 79.2 | 78.7 | 79.9 | 79.5 | 79.4 | 78.2 | 79.9 | 79.5 | 79.4 | 78.6 | 79.4 | 78.9 | 78.7 | 78.3 | |
2025.07 | 79.5 | 79 | 78.7 | 78.4 | 79.2 | 77.2 | 76.7 | 73.9 | 79.2 | 78.2 | 76.7 | 74.1 | 78.2 | 77 | 75.7 | 74.4 | |
2025.07 | 79.3 | 78.6 | 78.4 | 78.3 | 79.3 | 78.6 | 78.4 | 74.2 | 79.3 | 78.6 | 78.4 | 76.9 | 79.3 | 78.6 | 78.4 | 76.9 | |
2025.07 | 79.2 | 79 | 78.5 | 78.2 | 79.2 | 79 | 78.5 | 74.7 | 79.2 | 79 | 78.5 | 74.7 | 79 | 78.7 | 78 | 75.7 | |
2025.07 | 78.7 | 78.4 | 78.2 | 78 | 75.7 | 72.4 | 63.2 | 47.2 | 77.7 | 76.4 | 74.2 | 68.6 | 77.7 | 75.4 | 72.2 | 68.6 | |
2025.07 | 78 | 77.4 | 76 | 72.3 | 72 | 65.4 | 50 | 10 | 76 | 74.4 | 69 | 61.1 | 76 | 72.4 | 67 | 61.1 |