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Benchmarks
Gradient Reconstruction Attack on Drive Diagnosis (Strength 25%, test)
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0.129
MSE
No Defense
-0.63588
4.52706
9.69
14.85294
Dec 14, 2025
MSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
No Defense
Attack Strength=25%
2025.12
0.129
R(2)
Attack Strength=25%
2025.12
0.15
R(1)
Attack Strength=25%
2025.12
0.151
OPE
Attack Strength=25%
2025.12
0.37
Differential Privacy (DP2)
epsilon=0.7, Attack St...
2025.12
0.622
Differential Privacy (DP1)
epsilon=0.5, Attack St...
2025.12
1.076
PRIVEE-DP++
Attack Strength=25%
2025.12
2.705
PRIVEE-DP
epsilon=0.1, Attack St...
2025.12
19.251
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