List your company
ResearchFormerly WizWand

Targeted Adversarial Attack on ImageNet 10-Targets (all-source)

95.7Targeted Attack Success RateMTDSI+RAP-LS
9.3831.7954.276.61Oct 12, 2022
Updated 8mo ago

Evaluation results

MethodLinks
MTDSI+RAP-LSTarget Model=DenseNet-121, Surrogate Model=ResNet-50, Attack Setting=10-Targets (all-source)2022.1095.7
MTDSITarget Model=DenseNet-121, Surrogate Model=ResNet-50, Attack Setting=10-Targets (all-source)2022.1093.2
MTDI+RAP-LSTarget Model=DenseNet-121, Surrogate Model=ResNet-50, Attack Setting=10-Targets (all-source)2022.1090.8
MTDSI+RAP-LSTarget Model=VGG-16, Surrogate Model=ResNet-50, Attack Setting=10-Targets (all-source)2022.1088.1
MTDI+RAP-LSTarget Model=VGG-16, Surrogate Model=ResNet-50, Attack Setting=10-Targets (all-source)2022.1087.2
MTDSITarget Model=VGG-16, Surrogate Model=ResNet-50, Attack Setting=10-Targets (all-source)2022.1080
TTPTarget Model=DenseNet-121, Surrogate Model=ResNet-50, Attack Setting=10-Targets (all-source)2022.1079.6
TTPTarget Model=VGG-16, Surrogate Model=ResNet-50, Attack Setting=10-Targets (all-source)2022.1078.6
MTDITarget Model=DenseNet-121, Surrogate Model=ResNet-50, Attack Setting=10-Targets (all-source)2022.1078.6
MTDITarget Model=VGG-16, Surrogate Model=ResNet-50, Attack Setting=10-Targets (all-source)2022.1074.6
MTDSI+RAP-LSTarget Model=Inc-v3, Surrogate Model=ResNet-50, Attack Setting=10-Targets (all-source)2022.1059.3
MTDSITarget Model=Inc-v3, Surrogate Model=ResNet-50, Attack Setting=10-Targets (all-source)2022.1041.3
TTPTarget Model=Inc-v3, Surrogate Model=ResNet-50, Attack Setting=10-Targets (all-source)2022.1040.3
MTDI+RAP-LSTarget Model=Inc-v3, Surrogate Model=ResNet-50, Attack Setting=10-Targets (all-source)2022.1035.4
MTDITarget Model=Inc-v3, Surrogate Model=ResNet-50, Attack Setting=10-Targets (all-source)2022.1012.7