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Benchmarks
Gradient Reconstruction Attack on CIFAR10 Attack Strength = 25% (test)
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0.104
MSE
R(2)
-0.25524
2.16963
4.5945
7.01937
Dec 14, 2025
MSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
R(2)
Attack Strength=25%
2025.12
0.104
No Defense
Attack Strength=25%
2025.12
0.109
R(1)
Attack Strength=25%
2025.12
0.124
OPE
Attack Strength=25%
2025.12
0.403
Differential Privacy (DP2)
epsilon=0.7, Attack St...
2025.12
0.599
Differential Privacy (DP1)
epsilon=0.5, Attack St...
2025.12
0.986
PRIVEE-DP++
Attack Strength=25%
2025.12
3.569
PRIVEE-DP
epsilon=0.1, Attack St...
2025.12
9.085
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