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Benchmarks
GRN Attack on CIFAR10
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0.112
MSE
No Defense
-0.1652
1.7059
3.577
5.4481
Dec 14, 2025
MSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
No Defense
Attack Strength=50%
2025.12
0.112
R(2)
Attack Strength=75%
2025.12
0.121
Rounding
Attack Strength=50%, R...
2025.12
0.121
Rounding
Attack Strength=50%, R...
2025.12
0.123
R(1)
Attack Strength=75%
2025.12
0.129
No Defense
Attack Strength=75%
2025.12
0.31
OPE
Attack Strength=75%
2025.12
0.359
Order-Preserving Encryption
Attack Strength=50%
2025.12
0.385
DP
Attack Strength=75%, e...
2025.12
0.575
Differential Privacy
Attack Strength=50%, P...
2025.12
0.601
Differential Privacy
Attack Strength=50%, P...
2025.12
0.994
DP
Attack Strength=75%, e...
2025.12
1.059
PRIVEE-DP++
Attack Strength=50%
2025.12
2.064
PRIVEE-DP++
Attack Strength=75%
2025.12
3.654
PRIVEE-DP
Attack Strength=50%, P...
2025.12
6.879
PRIVEE-DP
Attack Strength=75%, e...
2025.12
7.042
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