Untargeted data extraction attack on HealthcareMagic-101
1,714LCALDEN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ALDENTarget Model=ChatGPT-42026.04 | 1,714 | 688 | 99.5 | |
| ALDENTarget Model=Qwen2-72B2026.04 | 1,619 | 649 | 98.6 | |
| ALDENTarget Model=Llama2-7b-chat2026.04 | 1,182 | 594 | 98.9 | |
| GEATarget Model=Qwen2-72B2026.04 | 1,033 | 263 | 81.4 | |
| GEATarget Model=ChatGPT-42026.04 | 978 | 278 | 99.2 | |
| GEATarget Model=Llama2-7b-chat2026.04 | 714 | 359 | 50 | |
| TBTGTarget Model=ChatGPT-42026.04 | 610 | 201 | 97 | |
| TBTGTarget Model=Qwen2-72B2026.04 | 580 | 180 | 92.4 | |
| PIDETarget Model=Qwen2-72B2026.04 | 577 | 220 | 98.5 | |
| PIDETarget Model=ChatGPT-42026.04 | 555 | 332 | 89.2 | |
| TBTGTarget Model=Llama2-7b-chat2026.04 | 525 | 125 | 82.3 | |
| PirateTarget Model=ChatGPT-42026.04 | 475 | 475 | 99.2 | |
| PirateTarget Model=Qwen2-72B2026.04 | 458 | 458 | 94 | |
| PirateTarget Model=Llama2-7b-chat2026.04 | 419 | 419 | 91.7 | |
| ThiefTarget Model=ChatGPT-42026.04 | 378 | 378 | 94.5 | |
| ThiefTarget Model=Qwen2-72B2026.04 | 326 | 326 | 93.9 | |
| PIDETarget Model=Llama2-7b-chat2026.04 | 237 | 237 | 92 | |
| ThiefTarget Model=Llama2-7b-chat2026.04 | 220 | 220 | 91.7 |