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Jailbreak Defense on Unified main malicious pool 2416 examples (held-out)

1.57ASRNeuroArmor-ReAnchor
-0.50813.518527.54541.5715Jun 2, 2026

Evaluation results

MethodLinks
NeuroArmor-ReAnchorModel=Llama-3-8B2026.061.57210.8796.61
NeuroArmor-ReAnchorBackbone=Llama-3-8B-Instruct2026.061.57———
NeuroArmor-ReAnchorModel=Gemma-2-9B2026.061.9321.3295.69
Direct Safety SteeringModel=Llama-3-8B2026.0623.9244318.3428.55
Direct Safety SteeringBackbone=Llama-3-8B-Instruct2026.0623.92———
Runtime Intervention BaselineModel=Llama-3-8B2026.0624.9253021.9414.52
Runtime Intervention BaselineBackbone=Llama-3-8B-Instruct2026.0624.92———
Llama-Guard-3Model=Llama-3-8B2026.0626.6141016.9733.87
Llama-Guard-3Backbone=Llama-3-8B-Instruct2026.0626.61———
VanillaModel=Llama-3-8B2026.0641.5662025.660
NeuroArmor-DetectModel=Llama-3-8B2026.0641.5662025.660
VanillaBackbone=Llama-3-8B-Instruct2026.0641.56———
VanillaModel=Gemma-2-9B2026.0653.5274330.750
NeuroArmor-DetectModel=Gemma-2-9B2026.0653.5274330.750