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Benchmarks
Gradient Inversion Attack on CIFAR-100 Attack Strength = 75% (test)
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0.115
MSE (GIA CIFAR-100 75%)
R(2)
-0.82536
5.52207
11.8695
18.21693
Dec 14, 2025
MSE (GIA CIFAR-100 75%)
Updated 1mo ago
Evaluation Results
Method
Method
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MSE (GIA CIFAR-100 75%)
R(2)
Defense=R(2)
2025.12
0.115
R(1)
Defense=R(1)
2025.12
0.134
OPE
Defense=OPE
2025.12
0.311
DP
epsilon=0.7
2025.12
0.414
No Defense
Defense=None
2025.12
0.421
DP
epsilon=0.5
2025.12
0.495
PRIVEE-DP++
Defense=PRIVEE-DP++
2025.12
20.924
PRIVEE-DP
epsilon=0.1
2025.12
23.624
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