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Benchmarks
Gradient Inversion Attack on MNIST Attack Strength = 75% (test)
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0.157
MSE (GIA)
R(1)
-0.83492
5.86054
12.556
19.25146
Dec 14, 2025
MSE (GIA)
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE (GIA)
R(1)
Defense=R(1)
2025.12
0.157
R(2)
Defense=R(2)
2025.12
0.158
No Defense
Defense=None
2025.12
0.184
OPE
Defense=OPE
2025.12
0.356
DP
epsilon=0.7
2025.12
0.541
DP
epsilon=0.5
2025.12
0.69
PRIVEE-DP
epsilon=0.1
2025.12
24.791
PRIVEE-DP++
Defense=PRIVEE-DP++
2025.12
24.955
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