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ResearchFormerly WizWand

VGG-16

Benchmarks

TaskDatasetSOTA resultTrendResults

Model Inversion Defense (PLG-MI Attack)

VGG-16 Models

81.79Accuracy

2

Model Inversion Defense (KED-MI Attack)

VGG-16

81.79Accuracy

2

Model Inversion Defense (GMI Attack)

VGG-16

79.39Accuracy

2

Model Inversion Defense (LOMMA-KED-MI Attack)

VGG-16 Models (test)

81.55Accuracy

2

Model Inversion Defense (PLG-MI Attack)

VGG-16 (test)

—Accuracy

0

Model Inversion Defense (KED-MI Attack)

VGG-16 (test)

—Accuracy

0

Model Inversion Defense (GMI Attack)

VGG-16 (test)

—Acc

0