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ResearchFormerly WizWand

Out-of-Distribution Detection on SU LLM (attack)

93.8AccuracySVM
58.02467.31276.685.888Aug 4, 2025
Updated 3mo ago

Evaluation results

MethodLinks
SVMFeature-selection criterion=p-values, m=1362025.0893.8
SVMFeature-selection criterion=EVR, m=1432025.0893.2
LogRegFeature-selection criterion=p-values, m=1252025.0893.2
LogRegFeature-selection criterion=EVR, m=1402025.0892.2
ODINm=7682025.0890.6
GMMFeature-selection criterion=p-values, m=652025.0887.5
ϵ-ballFeature-selection criterion=p-values, m=132025.0887
ϵ-cubeFeature-selection criterion=p-values, m=152025.0885.9
ϵ-rectFeature-selection criterion=p-values, m=52025.0884.9
kNNm=7682025.0877.1
ϵ-cubeFeature-selection criterion=EVR, m=62025.0876
ϵ-ballFeature-selection criterion=EVR, m=72025.0872.9
ϵ-rectFeature-selection criterion=EVR, m=42025.0870.8
ViMm=7682025.0870.8
Mahalanobism=7682025.0866.2
GMMFeature-selection criterion=EVR, m=402025.0859.4