LLM Cascade Performance under Adversarial Attack on LLM Cascade Configuration (18) baseline (test)
82Cascade AccuracyInitial cascade
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Initial cascadeConfiguration=(18)2026.05 | 82 | 33.4 | 39 | 0.7 | 84 | 49.8 | 89.5 | |
| Joint-target AttackAttack Parameter (p)=0, Transfer Path=(1)→(18)2026.05 | 37 | 14.4 | 35.5 | 0.8 | 69 | 55.5 | 36 |