Adversarial Attack Performance on API-based two-layer LLM cascade v1 (test)
94Cascade Accuracy (Φ)Initial cascade
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Initial cascadeconfiguration=(22)2026.05 | 94 | 0.38 | 81.5 | 0.087 | 94 | 0.93 | 96 | |
| Joint-target Attackp=0, Transfer Source=1, Target Cascade=222026.05 | 74.5 | 0.21 | 71 | 0.092 | 88 | 0.95 | 74 |