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ResearchFormerly WizWand

Model Inversion Defense on Face.evoLVe

88.5AccuracyNo Defense
83.632884.896486.1687.4236Nov 13, 2024
Updated 8mo ago

Evaluation results

MethodLinks
No DefenseAttack=GMI2024.1188.52444.221,712.3327.52
No DefenseAttack=KED-MI2024.1188.576.8894.421,290.4816.24
No DefenseAttack=LOMMA (GMI)2024.1188.584.24961,298.4440.94
No DefenseAttack=LOMMA (KED-MI)2024.1188.589.8299.11,221.4333.22
No DefenseAttack=PLG-MI2024.1188.599.6299.941,076.2816.57
BiDOAttack=GMI2024.1188.0714.5634.021,809.9233.63
BiDOAttack=KED-MI2024.1188.0763.4886.921,317.4817.71
BiDOAttack=LOMMA (GMI)2024.1188.0783.7696.61,262.2841.73
BiDOAttack=LOMMA (KED-MI)2024.1188.0786.2897.91,178.5422.44
BiDOAttack=PLG-MI2024.1188.0799.6899.92991.4219.46
Trap-MIDAttack=GMI2024.1186.040.060.522,471.01180.65
Trap-MIDAttack=KED-MI2024.1186.040.421.42,303.7598.05
Trap-MIDAttack=LOMMA (GMI)2024.1186.0445.3671.11,554.0841.14
Trap-MIDAttack=LOMMA (KED-MI)2024.1186.0462.2487.21,383.5823.88
Trap-MIDAttack=PLG-MI2024.1186.044.812.861,971.547.46
NegLSAttack=GMI2024.1184.688.9424.081,774.4633.82
NegLSAttack=KED-MI2024.1184.6849.0877.961,413.0425.7
NegLSAttack=LOMMA (GMI)2024.1184.6867.3487.41,302.9538.68
NegLSAttack=LOMMA (KED-MI)2024.1184.6892.1699.11,155.5134.28
NegLSAttack=PLG-MI2024.1184.6897.399.741,430.6995.85
MIDAttack=GMI2024.1183.8218.0236.521,774.9828.82
MIDAttack=KED-MI2024.1183.8273.792.341,295.0819.27
MIDAttack=LOMMA (GMI)2024.1183.8271.06901,381.0440.52
MIDAttack=LOMMA (KED-MI)2024.1183.8283.5897.11,221.4422.76
MIDAttack=PLG-MI2024.1183.8297.8499.581,051.9713.29