Targeted Attack on Synthetic Finance
1,080LCALDEN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ALDENModel=ChatGPT-42026.04 | 1,080 | 702 | 1,011 | 99.5 | 100 | |
| ALDENModel=Qwen2-72B2026.04 | 917 | 662 | 1,413 | 99.5 | 99.9 | |
| ALDENModel=Llama2-7b-chat2026.04 | 736 | 593 | 1,081 | 99.2 | 99.9 | |
| GEAModel=Qwen2-72B2026.04 | 720 | 411 | 175 | 19.9 | 100 | |
| GEAModel=ChatGPT-42026.04 | 680 | 455 | 190 | 27.9 | 100 | |
| GEAModel=Llama2-7b-chat2026.04 | 587 | 386 | 88 | 14.2 | 99.6 | |
| PirateModel=Qwen2-72B2026.04 | 525 | 525 | 123 | 20.5 | 94 | |
| PirateModel=ChatGPT-42026.04 | 520 | 520 | 420 | 31.5 | 97.2 | |
| ThiefModel=ChatGPT-42026.04 | 493 | 493 | 194 | 23.1 | 90.8 | |
| PIDEModel=ChatGPT-42026.04 | 430 | 430 | 154 | 28.2 | 100 | |
| ThiefModel=Qwen2-72B2026.04 | 403 | 403 | 197 | 23.6 | 90.4 | |
| PirateModel=Llama2-7b-chat2026.04 | 385 | 385 | 146 | 22.1 | 93.2 | |
| PIDEModel=Qwen2-72B2026.04 | 360 | 360 | 151 | 27 | 99.9 | |
| ThiefModel=Llama2-7b-chat2026.04 | 347 | 347 | 154 | 20.1 | 82.4 | |
| PIDEModel=Llama2-7b-chat2026.04 | 339 | 339 | 69 | 9.63 | 98 | |
| TGTBModel=ChatGPT-42026.04 | 310 | 310 | 187 | 37.5 | 100 | |
| TGTBModel=Qwen2-72B2026.04 | 250 | 250 | 149 | 20.2 | 97 | |
| TGTBModel=Llama2-7b-chat2026.04 | 114 | 114 | 154 | 16.6 | 99 |