Data Extraction Attack on Agent Memory on EhrAgent (test)
82Equality (EQ)ADAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ADAMLLM=Qwen2-72B2026.04 | 82 | 91 | |
| ADAMLLM=ChatGPT-42026.04 | 80 | 89 | |
| ADAMLLM=Mistral-7B-Instruct2026.04 | 79 | 87 | |
| ADAMLLM=LLaMA2-7B-Chat2026.04 | 76 | 84 | |
| PirateLLM=ChatGPT-42026.04 | 58 | 64 | |
| MEXTRALLM=ChatGPT-42026.04 | 55 | 61 | |
| PirateLLM=Qwen2-72B2026.04 | 54 | 60 | |
| MEXTRALLM=Qwen2-72B2026.04 | 54 | 60 | |
| MEXTRALLM=LLaMA2-7B-Chat2026.04 | 46 | 51 | |
| MEXTRALLM=Mistral-7B-Instruct2026.04 | 45 | 50 | |
| PirateLLM=LLaMA2-7B-Chat2026.04 | 43 | 48 | |
| PirateLLM=Mistral-7B-Instruct2026.04 | 38 | 42 |