SkillSonar generalizes zero-shot to external safety benchmarks, achieving the lowest ASR of 52.90% on SkillSafetyBench and highest safety score of 54.00% on WildClawBench compared to prompt, permission, and allowlist baselines.
来源：source-paper:Table 6, page 12
报告指标与观测值
attack_success_rate
m-t6-no-guard-ssb-asr
论文报告 93.3 percentage_points
实际观测 — percentage_points
safety_score
m-t6-no-guard-wcb-safety
论文报告 38 percentage_points
实际观测 — percentage_points
safety_score
m-t6-acceptedits-wcb-safety
论文报告 41 percentage_points
实际观测 — percentage_points
attack_success_rate
m-t6-acceptedits-allowlist-ssb-asr
论文报告 64.3 percentage_points
实际观测 — percentage_points
safety_score
m-t6-acceptedits-allowlist-wcb-safety
论文报告 45 percentage_points
实际观测 — percentage_points
attack_success_rate
m-t6-system-prompt-ssb-asr
论文报告 83.3 percentage_points
实际观测 — percentage_points
safety_score
m-t6-system-prompt-wcb-safety
论文报告 43 percentage_points
实际观测 — percentage_points
attack_success_rate
m-t6-skillsonar-ssb-asr
论文报告 52.9 percentage_points
实际观测 — percentage_points
safety_score
m-t6-skillsonar-wcb-safety
论文报告 54 percentage_points
实际观测 — percentage_points
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