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ResearchFormerly WizWand

Targeted Black-box Adversarial Attack on Places365

9.497Average L2 NormLGC
6.2526828.1518450.05171.95016May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LGCBackbone=DenseNet161, Query Budget=10000 QUE2026.059.4978.164
LGCBackbone=ResNet50, Query Budget=10000 QUE2026.0510.1858.977
LGC-HBackbone=DenseNet161, Query Budget=10000 QUE2026.0515.33713.062
LGCBackbone=DenseNet161, Query Budget=5000 QUE2026.0516.80714.112
LGC-HBackbone=ResNet50, Query Budget=10000 QUE2026.0517.08814.349
LGCBackbone=ResNet50, Query Budget=5000 QUE2026.0518.03514.981
LGC-HBackbone=DenseNet161, Query Budget=5000 QUE2026.0525.17122.382
LGC-HBackbone=ResNet50, Query Budget=5000 QUE2026.0527.36223.576
HSJABackbone=DenseNet161, Query Budget=10000 QUE2026.0527.82923.722
HSJABackbone=ResNet50, Query Budget=10000 QUE2026.0528.35122.192
LGCBackbone=DenseNet161, Query Budget=2500 QUE2026.0530.20227.832
LGCBackbone=ResNet50, Query Budget=2500 QUE2026.0531.57428.043
LGC-HBackbone=DenseNet161, Query Budget=2500 QUE2026.0539.87237.682
LGC-HBackbone=ResNet50, Query Budget=2500 QUE2026.0541.36537.726
HSJABackbone=DenseNet161, Query Budget=5000 QUE2026.0543.11440.523
HSJABackbone=ResNet50, Query Budget=5000 QUE2026.0543.23338.528
CGBA-HBackbone=DenseNet161, Query Budget=10000 QUE2026.0550.4846.865
LGCBackbone=DenseNet161, Query Budget=1000 QUE2026.0555.19254.785
LGCBackbone=ResNet50, Query Budget=1000 QUE2026.0555.60952.296
HSJABackbone=DenseNet161, Query Budget=2500 QUE2026.0556.18955.854
HSJABackbone=ResNet50, Query Budget=2500 QUE2026.0556.26152.072
CGBA-HBackbone=ResNet50, Query Budget=10000 QUE2026.0558.13559.783
LGC-HBackbone=DenseNet161, Query Budget=1000 QUE2026.0560.29259.818
Sign OPTBackbone=ResNet50, Query Budget=10000 QUE2026.0560.84144.985
LGC-HBackbone=ResNet50, Query Budget=1000 QUE2026.0560.88558.091
CGBA-HBackbone=DenseNet161, Query Budget=5000 QUE2026.0561.03158.175
Sign OPTBackbone=DenseNet161, Query Budget=10000 QUE2026.0565.21443.221
CGBA-HBackbone=ResNet50, Query Budget=5000 QUE2026.0567.18666.401
CGBA-HBackbone=DenseNet161, Query Budget=2500 QUE2026.0568.73866.557
Sign OPTBackbone=ResNet50, Query Budget=5000 QUE2026.0569.44657.076
HSJABackbone=DenseNet161, Query Budget=1000 QUE2026.0570.28869.774
HSJABackbone=ResNet50, Query Budget=1000 QUE2026.0571.59168.533
Sign OPTBackbone=DenseNet161, Query Budget=5000 QUE2026.0572.73253.973
CGBA-HBackbone=ResNet50, Query Budget=2500 QUE2026.0573.40473.612
CGBA-HBackbone=DenseNet161, Query Budget=1000 QUE2026.0575.67773.333
Sign OPTBackbone=ResNet50, Query Budget=2500 QUE2026.0578.60770.366
CGBA-HBackbone=ResNet50, Query Budget=1000 QUE2026.0579.34778.646
Sign OPTBackbone=DenseNet161, Query Budget=2500 QUE2026.0580.48765.588
CGBABackbone=DenseNet161, Query Budget=10000 QUE2026.0580.86281.957
CGBABackbone=ResNet50, Query Budget=10000 QUE2026.0583.09781.93
CGBABackbone=DenseNet161, Query Budget=5000 QUE2026.0583.8884.073
CGBABackbone=ResNet50, Query Budget=5000 QUE2026.0585.73783.937
CGBABackbone=DenseNet161, Query Budget=2500 QUE2026.0585.91685.533
CGBABackbone=ResNet50, Query Budget=2500 QUE2026.0587.22285.334
CGBABackbone=DenseNet161, Query Budget=1000 QUE2026.0587.51186.447
CGBABackbone=ResNet50, Query Budget=1000 QUE2026.0588.28386.054
Sign OPTBackbone=ResNet50, Query Budget=1000 QUE2026.0589.54385.536
Sign OPTBackbone=DenseNet161, Query Budget=1000 QUE2026.0590.60580.851