Membership Inference Attack on Stanford Dogs
0.9AUCImageAuditor
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ImageAuditorretriever=CLIP ViT-H/14, generator=SDXL+IP-Adapter2026.06 | 0.9 | 84 | 65 | 0.9 | |
| PoisonedRAG*retrieval segment=optimized, retriever=CLIP ViT-H/14, generator=SDXL+IP-Adapter2026.06 | 0.72 | 74 | 40 | 0.52 | |
| BadRAG*retrieval segment=optimized, retriever=CLIP ViT-H/14, generator=SDXL+IP-Adapter2026.06 | 0.71 | 71 | 33 | 0.54 | |
| PoisonedRAG-B*retrieval segment=optimized, retriever=CLIP ViT-H/14, generator=SDXL+IP-Adapter2026.06 | 0.7 | 68 | 38 | 0.48 | |
| Naïveretrieval segment=none, retriever=CLIP ViT-H/14, generator=SDXL+IP-Adapter2026.06 | 0.66 | 67 | 29 | 0.4 |