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Benchmarks
GRN Attack on Drive Diagnosis
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0.121
MSE
R(2)
-0.60532
4.29734
9.2
14.10266
Dec 14, 2025
MSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
R(2)
Attack Strength=75%
2025.12
0.121
R(1)
Attack Strength=75%
2025.12
0.123
No Defense
Attack Strength=50%
2025.12
0.132
Rounding
Attack Strength=50%, R...
2025.12
0.144
Rounding
Attack Strength=50%, R...
2025.12
0.148
No Defense
Attack Strength=75%
2025.12
0.222
OPE
Attack Strength=75%
2025.12
0.336
Order-Preserving Encryption
Attack Strength=50%
2025.12
0.346
DP
Attack Strength=75%, e...
2025.12
0.578
Differential Privacy
Attack Strength=50%, P...
2025.12
0.604
Differential Privacy
Attack Strength=50%, P...
2025.12
1.022
DP
Attack Strength=75%, e...
2025.12
1.056
PRIVEE-DP++
Attack Strength=50%
2025.12
2.396
PRIVEE-DP++
Attack Strength=75%
2025.12
2.432
PRIVEE-DP
Attack Strength=50%, P...
2025.12
16.081
PRIVEE-DP
Attack Strength=75%, e...
2025.12
18.279
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