Agent Memory Attack Defense on EHR
0ASRSENTINEL
Evaluation results
| Method | Links | |
|---|---|---|
| SENTINELModel=GPT-4o-mini2026.07 | 0 | |
| SENTINELModel=GPT-4o2026.07 | 0 | |
| SENTINELModel=Llama 3.3 70B2026.07 | 0 | |
| NoDef.Model=GPT-4o-mini2026.07 | 100 | |
| KeyFilt.Model=GPT-4o-mini2026.07 | 100 | |
| A-MemG. (heur.)Model=GPT-4o-mini2026.07 | 100 | |
| A-MemG. (LLM)Model=GPT-4o-mini2026.07 | 100 | |
| NoDef.Model=GPT-4o2026.07 | 100 | |
| KeyFilt.Model=GPT-4o2026.07 | 100 | |
| A-MemG. (heur.)Model=GPT-4o2026.07 | 100 | |
| A-MemG. (LLM)Model=GPT-4o2026.07 | 100 | |
| NoDef.Model=Llama 3.3 70B2026.07 | 100 | |
| KeyFilt.Model=Llama 3.3 70B2026.07 | 100 | |
| A-MemG. (heur.)Model=Llama 3.3 70B2026.07 | 100 | |
| A-MemG. (LLM)Model=Llama 3.3 70B2026.07 | 100 |