Memory Attack Defense on PoisonRAG random architecture
7.7ASRPropGuard
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PropGuardBase Model=GPT-4o-mini, Communication Architecture=random2026.05 | 7.7 | 93.3 | |
| Qwen3GuardBase Model=GPT-4o-mini, Communication Architecture=random2026.05 | 22 | 80 | |
| ThinkGuardBase Model=GPT-4o-mini, Communication Architecture=random2026.05 | 30.3 | 68.3 | |
| WildGuardBase Model=GPT-4o-mini, Communication Architecture=random2026.05 | 32.7 | 66.7 | |
| LlamaGuardBase Model=GPT-4o-mini, Communication Architecture=random2026.05 | 40 | 58.3 | |
| No DefenseBase Model=GPT-4o-mini, Communication Architecture=random2026.05 | 45.7 | 53.3 |