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ResearchFormerly WizWand

Content Injection on Content Injection Scenario

92.6Keyword Occurrence Rate (%)QCB attack
-3.70421.29846.371.302Jun 28, 2026
Updated 4mo ago

Evaluation results

MethodLinks
QCB attackModel=Phi-2-2.7B, Precision=NF42026.0692.6
QCB attackModel=Phi-2-2.7B, Precision=INT82026.0690.6
QCB attackModel=LLaMA3-8B, Precision=NF42026.0690.4
QCB attackModel=LLaMA3-8B, Precision=INT82026.0690
QCB attackModel=LLaMA3-8B, Precision=FP42026.0689.6
QCB attackModel=Phi-2-2.7B, Precision=FP42026.0688.2
QCB attackModel=Gemma-2B, Precision=FP42026.0672
QCB attackModel=Gemma-2B, Precision=INT82026.0668.7
QCB attackModel=Gemma-2B, Precision=NF42026.0661.3
BaselineModel=Gemma-2B, Precision=FP42026.060.2
QuantGuardModel=Gemma-2B, Precision=FP42026.060.2
QuantGuardModel=LLaMA3-8B, Precision=INT82026.060.2
QuantGuardModel=Phi-2-2.7B, Precision=INT82026.060.1
QuantGuardModel=Phi-2-2.7B, Precision=FP42026.060.1
QuantGuardModel=Phi-2-2.7B, Precision=NF42026.060.1
BaselineModel=Phi-2-2.7B, Precision=INT82026.060
BaselineModel=Phi-2-2.7B, Precision=FP42026.060
BaselineModel=Phi-2-2.7B, Precision=NF42026.060
BaselineModel=Gemma-2B, Precision=INT82026.060
BaselineModel=Gemma-2B, Precision=NF42026.060
QuantGuardModel=Gemma-2B, Precision=INT82026.060
QuantGuardModel=Gemma-2B, Precision=NF42026.060
BaselineModel=LLaMA3-8B, Precision=INT82026.060
BaselineModel=LLaMA3-8B, Precision=FP42026.060
BaselineModel=LLaMA3-8B, Precision=NF42026.060
QuantGuardModel=LLaMA3-8B, Precision=FP42026.060
QuantGuardModel=LLaMA3-8B, Precision=NF42026.060