LLM Attack Effectiveness on Qwen3-8B serving environment
0.12TTFT (s)Engorgio
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Engorgio2026.02 | 0.12 | 0.24 | 48.17 | 59.51 | 0 | 4,613 | 1.18 | |
| Benignmode=No Attack2026.02 | 0.15 | 0.27 | 34.78 | 49.66 | 0 | 0 | — | |
| ExtendAttack2026.02 | 0.85 | 11.9 | 80.03 | 474.01 | 538 | 529 | 0.92 | |
| LoopLLM2026.02 | 1.8 | 58.05 | 114.12 | 1,249.2 | 1,104 | 295 | 0.8 | |
| F&Sinput=plain-text2026.02 | 11.05 | 400.13 | 194.45 | 2,159.74 | 618 | 180 | 0.75 | |
| F&Sinput=ExtendAttack2026.02 | 35.95 | 408.86 | 181.93 | 991.19 | 524 | 73 | 0.42 |