Text-to-Image Poisoning Attack on Phishing Scenario Prompts
2ETRPoisonLoRA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PoisonLoRA2026.06 | 2 | 89.4 | 0.5 | 1.01 | 178.3 | |
| Vanilla Poisoning2026.06 | 0 | 0 | 0.51 | 0.99 | 194.37 | |
| BackdoorBias2026.06 | 0 | 0 | 0.51 | 0.99 | 192.85 | |
| ViallanDiffusion2026.06 | 0 | 0 | 0.51 | 0.99 | 192.37 | |
| Nightshade2026.06 | 0 | 0 | 0.5 | 1 | 197.72 | |
| AMP2026.06 | 0 | 0 | 0.5 | 0.99 | 193.86 |