LLM Attack Effectiveness on DeepSeek-R1-Distill-Llama-8B serving environment benchmark leaderboard · SOTA2 Research

LLM Attack Effectiveness on DeepSeek-R1-Distill-Llama-8B serving environment

0.08TTFT (s)Benign

Evaluation Results

Method	Links
Benign2026.02		0.08	0.14	37.51	41.15	0	0	—
Engorgio2026.02		0.1	0.14	48.86	55.8	0	2,027	1.17
LoopLLM2026.02		1.07	0.56	57.37	115.3	89	992	1.06
F&S2026.02		5.31	110.27	89.52	478.9	1,098	321	0.95
ExtendAttack2026.02		13.29	220.58	188.86	1,021.82	773	168	0.85
F&S2026.02		16.08	284.41	157.8	1,215.48	506	183	0.86