Adversarial Query Detection on CIFAR10
100Detection Rate (Query I)Blacklight
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Blacklightsettings=default recommended, step size=12026.06 | 100 | 0 | 97 | 100 | 100 | 66 | 26 | |
| Oursstep size=152026.06 | 100 | 0 | 0 | 0 | 100 | 0 | 100 | |
| Blacklight+settings=tuned parameters (grid search)2026.06 | 53 | 0 | 0 | 0 | 53 | 0 | 88 |