Attack Detection on Topical CSP C1 N = 100
99TPROutput-Length Anomaly
Evaluation results
| Method | Links | |
|---|---|---|
| Output-Length AnomalyBackbone Model=DS-R1-Qwen-7B2026.06 | 99 | |
| Token BudgetBackbone Model=DS-R1-Qwen-7B2026.06 | 94 | |
| QDMBackbone Model=DS-R1-Qwen-7B2026.06 | 38 | |
| Answer-Absence ProxyBackbone Model=DS-R1-Qwen-7B2026.06 | 31 | |
| RECURGUARDBackbone Model=DS-R1-Qwen-7B2026.06 | 21 | |
| Compression-Ratio ProxyBackbone Model=DS-R1-Qwen-7B2026.06 | 3 |