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Benchmarks
Gradient Reconstruction Attack on MNIST (Strength 25%, test)
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0.06
MSE
R(1)
-0.72156
4.55397
9.8295
15.10503
Dec 14, 2025
MSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
R(1)
Attack Strength=25%
2025.12
0.06
R(2)
Attack Strength=25%
2025.12
0.064
No Defense
Attack Strength=25%
2025.12
0.066
OPE
Attack Strength=25%
2025.12
0.281
Differential Privacy (DP2)
epsilon=0.7, Attack St...
2025.12
0.481
Differential Privacy (DP1)
epsilon=0.5, Attack St...
2025.12
0.896
PRIVEE-DP++
Attack Strength=25%
2025.12
2.716
PRIVEE-DP
epsilon=0.1, Attack St...
2025.12
19.599
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