Black-box Adversarial Attack on Microsoft Azure example model (test)
99.32ASRBoundary
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BoundaryAttack Method=BIM, Attack Type=non-target, Test Queries=7022022.04 | 99.32 | 3.94 | |
| DST (+ DSSL)Attack Method=BIM, Attack Type=non-target, Train Queries=9M2022.04 | 95.02 | 3.8 | |
| MAZEAttack Method=BIM, Attack Type=non-target, Train Queries=30M2022.04 | 93.95 | 3.9 | |
| DDG+ASTAttack Method=BIM, Attack Type=non-target, Train Queries=15M2022.04 | 93.29 | 3.88 | |
| DaSTAttack Method=BIM, Attack Type=non-target, Train Queries=20M2022.04 | 92.48 | 3.79 | |
| DST (+ GSIL)Attack Method=BIM, Attack Type=non-target, Train Queries=13M2022.04 | 83.24 | 3.76 | |
| DST (Baseline-II)Attack Method=BIM, Attack Type=non-target, Train Queries=30M2022.04 | 70.28 | 3.91 | |
| DST (Baseline-I)Attack Method=BIM, Attack Type=non-target, Train Queries=30M2022.04 | 55.92 | 3.82 | |
| GLSAttack Method=BIM, Attack Type=non-target, Test Queries=3112022.04 | 53.28 | 3.68 |