Discovery Manipulation on ClawHub
56Top-3 AccuracyBeam-Search Based Attack
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Beam-Search Based AttackAttack Setting=Black-box, Attacked Model=OpenAI/text-embedding-3-small, Target Model=OpenAI/text-embedding-3-small2026.05 | 56 | 65 | 80 | |
| Gradient Based AttackAttack Setting=White-box, Attacked Model=BAAI/bge-small-en-v1.5, Target Model=OpenAI/text-embedding-3-small2026.05 | 24.14 | 24.14 | 62.07 | |
| Gradient Based AttackAttack Setting=White-box, Attacked Model=BAAI/bge-base-en-v1.5, Target Model=OpenAI/text-embedding-3-small2026.05 | 23.33 | 28.33 | 60 | |
| Beam-Search Based AttackAttack Setting=Black-box, Attacked Model=BAAI/bge-small-en-v1.5, Target Model=OpenAI/text-embedding-3-small2026.05 | 17.82 | 23.76 | 49.5 | |
| Beam-Search Based AttackAttack Setting=Black-box, Attacked Model=BAAI/bge-base-en-v1.5, Target Model=OpenAI/text-embedding-3-small2026.05 | 13.86 | 26.73 | 50.5 |