Adversarial Detection on ImageNet LLaVA
85Detection RateJailGuard
Evaluation Results
| Method | Links | |
|---|---|---|
| JailGuardApproach Category=Multimodal Approaches2024.06 | 85 | |
| SmoothVLMApproach Category=Multimodal Approaches2024.06 | 85 | |
| DPSApproach Category=Multimodal Approaches2024.06 | 85 | |
| Stochastic-MCApproach Category=Ours2024.06 | 85 | |
| CIDERApproach Category=Multimodal Approaches2024.06 | 83 | |
| MCApproach Category=Ours2024.06 | 82 | |
| DiffPureApproach Category=Unimodal Approaches2024.06 | 67 | |
| NaiveApproach Category=Multimodal Approaches2024.06 | 62 | |
| CLIPApproach Category=Multimodal Approaches2024.06 | 52 |