Targeted Attack on HealthcareMagic-101
1,284LCALDEN
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ALDENModel=ChatGPT-42026.04 | 1,284 | 636 | 530 | 91.9 | 100 | |
| ALDENModel=Qwen2-72B2026.04 | 1,162 | 629 | 505 | 89.4 | 99.9 | |
| GEAModel=Qwen2-72B2026.04 | 1,100 | 312 | 50 | 12.8 | 83.2 | |
| ALDENModel=Llama2-7b-chat2026.04 | 1,099 | 574 | 349 | 62 | 99.4 | |
| GEAModel=ChatGPT-42026.04 | 1,070 | 302 | 93 | 16 | 100 | |
| GEAModel=Llama2-7b-chat2026.04 | 1,039 | 277 | 80 | 13.3 | 79 | |
| TGTBModel=ChatGPT-42026.04 | 750 | 153 | 101 | 16.6 | 100 | |
| TGTBModel=Qwen2-72B2026.04 | 701 | 130 | 42 | 6.7 | 85.2 | |
| TGTBModel=Llama2-7b-chat2026.04 | 650 | 103 | 88 | 12.1 | 96.5 | |
| PirateModel=ChatGPT-42026.04 | 486 | 486 | 75 | 13 | 94.4 | |
| PirateModel=Qwen2-72B2026.04 | 453 | 453 | 30 | 8 | 92.1 | |
| PirateModel=Llama2-7b-chat2026.04 | 445 | 445 | 29 | 8.8 | 90.5 | |
| ThiefModel=ChatGPT-42026.04 | 395 | 395 | 52 | 5.9 | 93.5 | |
| PIDEModel=ChatGPT-42026.04 | 375 | 375 | 48 | 7.1 | 100 | |
| ThiefModel=Qwen2-72B2026.04 | 330 | 330 | 13 | 3.6 | 95.7 | |
| ThiefModel=Llama2-7b-chat2026.04 | 316 | 316 | 15 | 4.8 | 94.6 | |
| PIDEModel=Qwen2-72B2026.04 | 309 | 309 | 42 | 6.8 | 94.4 | |
| PIDEModel=Llama2-7b-chat2026.04 | 208 | 208 | 34 | 4.1 | 89.4 |