Attack Detection on C4 Task-aligned filler (N = 100)
10TPROutput-Length Anomaly
Evaluation results
| Method | Links | |
|---|---|---|
| Output-Length AnomalyBackbone Model=DS-R1-Qwen-7B2026.06 | 10 | |
| Token BudgetBackbone Model=DS-R1-Qwen-7B2026.06 | 3 | |
| Compression-Ratio ProxyBackbone Model=DS-R1-Qwen-7B2026.06 | 1 | |
| Answer-Absence ProxyBackbone Model=DS-R1-Qwen-7B2026.06 | 1 | |
| QDMBackbone Model=DS-R1-Qwen-7B2026.06 | 0 | |
| RECURGUARDBackbone Model=DS-R1-Qwen-7B2026.06 | 0 |