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Benchmarks
Property Inference Defense on MedCalc QA
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0.013
Generation Attack MAE
Reference Baselines
0.00522
0.057735
0.11025
0.162765
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
Reference Baselines
2026.06
0.013
-
17.09
GRPO
2026.06
0.0201
0.0137
37.65
DPO
2026.06
0.047
0.0178
38.4
Temp Scaling
2026.06
0.0653
0.0146
31.68
Subsampling
2026.06
0.2065
0.0219
33.94
No Defense
2026.06
0.2075
0.0085
37.01
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