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ResearchFormerly WizWand

Adversarial Suffix Compression on AdvBench

10.5Suffix Compression Rate (SCR)GCG + Mask
-0.2122.5695.358.131Sep 8, 2025
Updated 5mo ago

Evaluation results

MethodLinks
GCG + MaskTarget Model=Llama-2-13b, Suffix Length=302025.0910.5
GCG + MaskTarget Model=Llama-2-7b, Suffix Length=302025.099.9
GCG + MaskTarget Model=Average, Suffix Length=302025.097.5
AmpleGCG + MaskTarget Model=Vicuna-7b, Suffix Length=202025.096.5
GCG + MaskTarget Model=Llama-2-7b, Suffix Length=202025.095.8
I-GCG + MaskTarget Model=Llama-2-13b, Suffix Length=302025.095.4
GCG + MaskTarget Model=Llama-2-13b, Suffix Length=202025.095.2
AmpleGCG + MaskTarget Model=Llama-2-13b, Suffix Length=202025.095.1
AmpleGCG + MaskTarget Model=Llama-2-13b, Suffix Length=302025.094.7
AmpleGCG + MaskTarget Model=Average, Suffix Length=202025.094.5
GCG + MaskTarget Model=Average, Suffix Length=202025.094.1
I-GCG + MaskTarget Model=Llama-2-13b, Suffix Length=202025.094.1
AmpleGCG + MaskTarget Model=Vicuna-7b, Suffix Length=302025.094.1
AmpleGCG + MaskTarget Model=Average, Suffix Length=302025.093.5
I-GCG + MaskTarget Model=Average, Suffix Length=302025.092.4
GCG + MaskTarget Model=Vicuna-7b, Suffix Length=302025.092.1
AmpleGCG + MaskTarget Model=Llama-2-7b, Suffix Length=202025.092
AmpleGCG + MaskTarget Model=Llama-2-7b, Suffix Length=302025.091.7
I-GCG + MaskTarget Model=Average, Suffix Length=202025.091.5
GCG + MaskTarget Model=Vicuna-7b, Suffix Length=202025.091.4
I-GCG + MaskTarget Model=Vicuna-7b, Suffix Length=302025.091.1
I-GCG + MaskTarget Model=Llama-2-7b, Suffix Length=302025.090.7
I-GCG + MaskTarget Model=Vicuna-7b, Suffix Length=202025.090.3
I-GCG + MaskTarget Model=Llama-2-7b, Suffix Length=202025.090.2