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.

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. · CiteArk

测量结果

已评估 0/9 项

获得支持 0有争议或冲突 0尚未评估 9

保留同一结论下的完整结果组。已有评估排在前面；单项判断不替代整组结论。展开行查看条件、来源与历次证据。

每行是一项测量，分别显示论文报告、最近可用实测和累计证据状态。
指标与条件	论文报告	最近可用实测	证据判断
defense: No-guard · benchmark: SkillSafetyBench	93.3 percentage_points	—	尚未评估
defense: No-guard · benchmark: WildClawBench	38 percentage_points	—	尚未评估
defense: AcceptEdits · benchmark: WildClawBench	41 percentage_points	—	尚未评估
defense: AcceptEdits + allowlist · benchmark: SkillSafetyBench	64.3 percentage_points	—	尚未评估
defense: AcceptEdits + allowlist · benchmark: WildClawBench	45 percentage_points	—	尚未评估
defense: System prompt · benchmark: SkillSafetyBench	83.3 percentage_points	—	尚未评估
defense: System prompt · benchmark: WildClawBench	43 percentage_points	—	尚未评估
defense: SkillSonar (ours) · benchmark: SkillSafetyBench	52.9 percentage_points	—	尚未评估
defense: SkillSonar (ours) · benchmark: WildClawBench	54 percentage_points	—	尚未评估

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.

报告指标与观测值

Assessment（0）

关联运行（0）

测量结果