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Benchmarks
Model Inversion Attack on LFW
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99.9
ASR (L2)
PIPE
-3.372
23.439
50.25
77.061
Oct 29, 2025
ASR (L2)
ASR (Reconstruction)
Average Guesses
Updated 1mo ago
Evaluation Results
Method
Method
Links
ASR (L2)
ASR (Reconstruction)
Average Guesses
PIPE
Prot scheme=Unprotected
2025.10
99.9
99.9
-
PIPE
Prot scheme=Facial-FE E8
2025.10
99.7
99.9
-
PIPE
Prot scheme=Facial-FE...
2025.10
65.1
72.7
-
PIPE
Prot scheme=Facial-FE...
2025.10
63.7
71.6
-
PIPE
Prot scheme=Snapper-FE
2025.10
0.6
3.6
-
Random Guessing Adversary
Prot scheme=Unprotected
2025.10
-
-
1.5
Random Guessing Adversary
Prot scheme=Facial-FE E8
2025.10
-
-
11.7
Random Guessing Adversary
Prot scheme=Facial-FE...
2025.10
-
-
4
Random Guessing Adversary
Prot scheme=Facial-FE...
2025.10
-
-
4
Random Guessing Adversary
Prot scheme=Snapper-FE
2025.10
-
-
4.4
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