Graph-based Agent Memory Poisoning on PubMedQA
100Utilization (Util.)Clean / No Attack
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Clean / No Attack2026.05 | 100 | — | |
| Naive Text Poisoning2026.05 | 100 | 35 | |
| GRAGPoison-adapt2026.05 | 100 | 13 | |
| SHADOWMERGE2026.05 | 100 | 94.5 | |
| MINJA-adapt2026.05 | 99.8 | 15.5 |