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ResearchFormerly WizWand

Visual Jailbreak Defense on Visual Adversarial Attacks epsilon = 32/255

14.97ASRIMMUNE
12.596428.618244.6460.6618Nov 27, 2024
Updated 8mo ago

Evaluation results

MethodLinks
IMMUNEModel=LLaVA-1.52024.1114.97
IMMUNEModel=Qwen-VL2024.1115.07
IMMUNEModel=LLaVA-1.62024.1116.71
AdaShieldModel=Qwen-VL2024.1118.2
IMMUNEModel=MiniGPT-4-7B2024.1120.77
AdaShieldModel=LLaVA-1.62024.1124.15
IMMUNEModel=MiniGPT-4-13B2024.1125.82
FigStepModel=Qwen-VL2024.1136.92
AdaShieldModel=LLaVA-1.52024.1139.71
CoCAModel=LLaVA-1.62024.1141.88
AdaShieldModel=MiniGPT-4-7B2024.1142.45
CoCAModel=Qwen-VL2024.1144.73
CoCAModel=LLaVA-1.52024.1146.11
OriginalModel=Qwen-VL2024.1148.03
FigStepModel=LLaVA-1.52024.1150.3
AdaShieldModel=MiniGPT-4-13B2024.1150.37
FigStepModel=LLaVA-1.62024.1152.07
FigStepModel=MiniGPT-4-7B2024.1152.43
OriginalModel=MiniGPT-4-7B2024.1158.12
CoCAModel=MiniGPT-4-7B2024.1160.09
FigStepModel=MiniGPT-4-13B2024.1161.05
OriginalModel=LLaVA-1.52024.1164.08
OriginalModel=MiniGPT-4-13B2024.1166.13
OriginalModel=LLaVA-1.62024.1167.19
CoCAModel=MiniGPT-4-13B2024.1174.31