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ResearchFormerly WizWand

Backdoor Attack Generalization on OOD Triggers (test)

84.8ASR (OOD)GREAT
27.0842.06557.0572.035Oct 10, 2025
Updated 5mo ago

Evaluation results

MethodLinks
GREATalpha=10%, K=2000, Victim Model=Llama-2-7B2025.1084.8
GREATalpha=10%, K=2000, Victim Model=Llama-3.2-3B2025.1080.5
GREATalpha=10%, K=2000, Victim Model=Llama-3.2-1B2025.1079.3
GREATalpha=1%, K=100, Victim Model=Llama-3.2-3B2025.1070
GREATalpha=1%, K=100, Victim Model=Llama-2-7B2025.1065.2
Randomalpha=10%, K=2000, Victim Model=Llama-2-7B2025.1065.2
Randomalpha=1%, K=100, Victim Model=Llama-2-7B2025.1061.5
Randomalpha=10%, K=2000, Victim Model=Llama-3.2-3B2025.1057
Randomalpha=1%, K=100, Victim Model=Llama-3.2-3B2025.1056.5
GREATalpha=1%, K=100, Victim Model=Llama-3.2-1B2025.1054.3
SUDOalpha=10%, Victim Model=Llama-2-7B2025.1049.1
Randomalpha=10%, K=2000, Victim Model=Llama-3.2-1B2025.1046
SUDOalpha=10%, Victim Model=Llama-3.2-1B2025.1045.8
SUDOalpha=1%, Victim Model=Llama-2-7B2025.1043.4
SUDOalpha=10%, Victim Model=Llama-3.2-3B2025.1043.2
SUDOalpha=1%, Victim Model=Llama-3.2-3B2025.1038.8
Randomalpha=1%, K=100, Victim Model=Llama-3.2-1B2025.1029.5
SUDOalpha=1%, Victim Model=Llama-3.2-1B2025.1029.3