Image Classification on ImageNet-100 Clean (val)
50.1AccuracyBackdoored
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BackdooredTrusted Data=0%, Backbone=ResNet-18, SSL Algorithm=MoCo-v2, Poison Rate=1.0%2023.04 | 50.1 | 26.2 | |
| CleanTrusted Data=100%, Backbone=ResNet-18, SSL Algorithm=MoCo-v2, Poison Rate=1.0%2023.04 | 49.9 | 23 | |
| PatchSearchTrusted Data=0%, Backbone=ResNet-18, SSL Algorithm=MoCo-v2, Poison Rate=1.0%2023.04 | 49.4 | 40.1 | |
| KD DefenseTrusted Data=25%, Backbone=ResNet-18, SSL Algorithm=MoCo-v2, Poison Rate=1.0%2023.04 | 44.6 | 34.5 | |
| KD DefenseTrusted Data=10%, Backbone=ResNet-18, SSL Algorithm=MoCo-v2, Poison Rate=1.0%2023.04 | 38.3 | 40.5 | |
| KD DefenseTrusted Data=5%, Backbone=ResNet-18, SSL Algorithm=MoCo-v2, Poison Rate=1.0%2023.04 | 32.1 | 41 |