Agent Security on ASB (Agent Security Benchmark) benchmark leaderboard · SOTA2 Research

Agent Security on ASB (Agent Security Benchmark)

90No Attack UAAttriGuard

Evaluation Results

Method	Links
AttriGuard2026.03		90	65.25	58.75	68.25	46.75	72.75	47	73.75	54	70	51.63
Qwen3-32B2026.03		80	31.25	91.25	50.25	71	57.25	86.75	62.5	95.5	50.31	86.13
Llama3.3-70B2026.03		80	89.5	39.5	87.25	43.25	89.5	47.5	90	45.5	89.06	43.94
AttriGuard2026.03		80	87.75	37	89	38	87.75	39.75	86.75	38	87.81	38.19
AttriGuard2026.03		75.5	52.5	45	55.25	37.25	61.25	41	55.5	38.5	56.13	40.44
GPT-4.1-mini2026.03		74.5	38.25	83.75	36.5	79.5	53.25	94.25	49.25	94.25	44.31	87.94
AttriGuard2026.03		51.25	36.5	14.75	47	17.25	38.25	17.5	35.25	18.5	39.25	17
Gemini-2.5 Flash2026.03		50	19	50.75	45.25	32.75	9.5	61.75	7.75	63	20.38	52.06