Prompt Injection Attack Tracing on MuSiQue
75PrecisionAttnTrace
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AttnTraceAttack=Combined Attack, N=52025.08 | 75 | 92 | 0 | 86 | 1 | |
| AttnTraceAttack=Combined Attack2025.08 | 75 | 92 | 0 | 86 | 1 | |
| AttnTraceAttack=Neural Exec, N=52025.08 | 73 | 93 | 0 | 57 | 3 | |
| AttnTraceAttack=Neural Exec2025.08 | 73 | 93 | 0 | 57 | 3 | |
| AttnTraceAttack=Fake Completion, N=52025.08 | 72 | 94 | 0 | 66 | 3 | |
| AttnTraceAttack=Fake Completion2025.08 | 72 | 94 | 0 | 66 | 3 | |
| AttnTraceAttack=Context Ignoring, N=52025.08 | 71 | 89 | 0 | 83 | 1 | |
| AttnTraceAttack=Context Ignoring2025.08 | 71 | 89 | 0 | 83 | 1 | |
| AttnTraceAttack=Base Attack, N=52025.08 | 69 | 93 | 0 | 77 | 1 | |
| AttnTraceAttack=Base Attack2025.08 | 69 | 93 | 0 | 77 | 1 | |
| AttnTraceAttack=Escape Characters, N=52025.08 | 68 | 93 | 0 | 81 | 1 | |
| AttnTraceAttack=Escape Characters2025.08 | 68 | 93 | 0 | 81 | 1 |