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Benchmarks
LLM Attack Effectiveness on DeepSeek-R1-Distill-Llama-8B serving environment
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0.08
TTFT (s)
Benign
-0.56
3.76
8.08
12.4
Feb 8, 2026
TTFT (s)
TTFT P99 (s)
TPOT (ms)
TPOT P99 (ms)
Preemption Count
Attack Request Count
Cost ($)
Updated 4d ago
Evaluation Results
Method
Method
Links
TTFT (s)
TTFT P99 (s)
TPOT (ms)
TPOT P99 (ms)
Preemption Count
Attack Request Count
Cost ($)
Benign
mode=No Attack
2026.02
0.08
0.14
37.51
41.15
0
0
-
Engorgio
2026.02
0.1
0.14
48.86
55.8
0
2,027
1.17
LoopLLM
2026.02
1.07
0.56
57.37
115.3
89
992
1.06
F&S
input=plain-text
2026.02
5.31
110.27
89.52
478.9
1,098
321
0.95
ExtendAttack
2026.02
13.29
220.58
188.86
1,021.82
773
168
0.85
F&S
input=ExtendAttack
2026.02
16.08
284.41
157.8
1,215.48
506
183
0.86
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