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ResearchFormerly WizWand

Model Inversion Attack on FaceScrub (private) + FFHQ (public) 64x64 (test)

91.16Attack AccuracyNoDef
79.397682.451385.50588.5587Sep 2, 2024
Updated 5mo ago

Evaluation results

MethodLinks
NoDefArchitecture=IR152, Resolution=64x642024.0991.1696.6—1,187.37
NoDefArchitecture=FaceNet64, Resolution=64x642024.0988.595—1,250.9
NoDefArchitecture=VGG16, Resolution=64x642024.0986.981.8—1,323.27
MIDREArchitecture=IR152, Resolution=64x642024.0984.9154.026.811,579.28
MIDREArchitecture=FaceNet64, Resolution=64x642024.0981.5651.66.251,501.85
BiDOArchitecture=VGG16, Resolution=64x642024.0979.8560.932.961,440.16
MIDREArchitecture=VGG16, Resolution=64x642024.0979.8536.076.491,654.41