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Benchmarks
Property Inference Defense on MedCalc CC
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0.0104
Generation Attack MAE
No Defense
0.00976
0.01408
0.0184
0.02272
Jun 8, 2026
Generation Attack MAE
Shadow-model Attack MAE
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Generation Attack MAE
Shadow-model Attack MAE
Accuracy
No Defense
2026.06
0.0104
0.0092
37.41
GRPO
2026.06
0.0117
0.0133
37.01
Reference Baselines
2026.06
0.013
-
17.09
Subsampling
2026.06
0.0153
0.0159
34.87
DPO
2026.06
0.0155
0.0139
36.78
Temp Scaling
2026.06
0.0264
0.0105
30.87
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