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Property Inference Defense on ChatDoctor QA
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0.13
Generation Attack MAE
Reference Baselines
0.127788
0.142719
0.15765
0.172581
Jun 8, 2026
Generation Attack MAE
Shadow-model Attack MAE
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Generation Attack MAE
Shadow-model Attack MAE
F1 Score
Reference Baselines
2026.06
0.13
-
84.62
Temp Scaling
2026.06
0.1301
0.1776
80.27
DPO
2026.06
0.1475
0.1387
83.32
GRPO
2026.06
0.1495
0.2877
83.35
No Defense
2026.06
0.1808
0.0999
83.41
Subsampling
2026.06
0.1853
0.2102
83.82
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