LLM Cascade Performance under Adversarial Attack on LLM Cascade Configuration (20) baseline (test)
86Cascade AccuracyInitial cascade
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Initial cascadeConfiguration=(20)2026.05 | 86 | 62.4 | 54.5 | 0.6 | 86.5 | 109.3 | 91 | |
| Joint-target AttackAttack Parameter (p)=0, Transfer Path=(1)→(20)2026.05 | 52.5 | 41.8 | 34.5 | 0.7 | 60 | 119.4 | 54 |