Under an adaptive attacker performing three iterations of targeted adversarial skill refinement against the final guard, SkillSonar reduces overall ASR from 45.1% to 22.9% (-22.2 percentage points), with reductions across all six individual risk families.

Under an adaptive attacker performing three iterations of targeted adversarial skill refinement against the final guard, SkillSonar reduces overall ASR from 45.1% to 22.9% (-22.2 percentage points), with reductions across all six individual risk families. · CiteArk

测量结果

已评估 0/21 项

获得支持 0有争议或冲突 0尚未评估 21

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 · risk_family: Capability Control	55 percentage_points	—	尚未评估
defense: SkillSonar · risk_family: Capability Control	26.7 percentage_points	—	尚未评估
risk_family: Capability Control	-28.3 percentage_points	—	尚未评估
defense: No Guard · risk_family: Specification Integrity	53.3 percentage_points	—	尚未评估
defense: SkillSonar · risk_family: Specification Integrity	43.3 percentage_points	—	尚未评估
risk_family: Specification Integrity	-10 percentage_points	—	尚未评估
defense: No Guard · risk_family: Resource & Reliability	45 percentage_points	—	尚未评估
defense: SkillSonar · risk_family: Resource & Reliability	26.7 percentage_points	—	尚未评估
risk_family: Resource & Reliability	-18.3 percentage_points	—	尚未评估
defense: No Guard · risk_family: Privacy & Data Flow	43.3 percentage_points	—	尚未评估
defense: SkillSonar · risk_family: Privacy & Data Flow	8.3 percentage_points	—	尚未评估
risk_family: Privacy & Data Flow	-35 percentage_points	—	尚未评估

Under an adaptive attacker performing three iterations of targeted adversarial skill refinement against the final guard, SkillSonar reduces overall ASR from 45.1% to 22.9% (-22.2 percentage points), with reductions across all six individual risk families.

报告指标与观测值

Assessment（0）

关联运行（0）

测量结果