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Benchmarks
Defense against Model Inversion Attack on CelebA (test)
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32.94
PSNR (dB)
IDProtector (PGD)
30.9848
31.4924
32
32.5076
Dec 16, 2024
PSNR (dB)
Accuracy
Attribute Accuracy (1)
Attribute Accuracy (5)
Delta Face
Delta Eval
FID
SSIM
Updated 3mo ago
Evaluation Results
Method
Method
Links
PSNR (dB)
Accuracy
Attribute Accuracy (1)
Attribute Accuracy (5)
Delta Face
Delta Eval
FID
SSIM
IDProtector (PGD)
Time (s)=4089, epsilon...
2024.12
32.94
-
-
-
-
-
-
84.5
SimAC
Time (s)=323, epsilon-...
2024.12
32.37
-
-
-
-
-
-
79.1
IDProtector
Time (s)=0.173, epsilo...
2024.12
32.15
-
-
-
-
-
-
80.9
AdvDM
Time (s)=51.9, epsilon...
2024.12
31.7
-
-
-
-
-
-
76.6
Anti-DB
Time (s)=261, epsilon-...
2024.12
31.7
-
-
-
-
-
-
76.5
PhotoGuard
Time (s)=23.3, epsilon...
2024.12
31.1
-
-
-
-
-
-
75.7
ACE
Time (s)=87, epsilon-b...
2024.12
31.06
-
-
-
-
-
-
74.1
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