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User Inference Attack on Finance
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0.65
AUC
User-Match (Strings)
0.4732
0.5191
0.565
0.6109
Jun 15, 2026
AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
User-Match (Strings)
feature=Strings
2026.06
0.65
User-Match Test
Data Generation=SFT, F...
2026.06
0.63
User-Match (Embeddings)
feature=Embeddings
2026.06
0.53
Canary-Echo
2026.06
0.53
User-Match Test
Data Generation=SFT, F...
2026.06
0.53
User-Match Test
Data Generation=DP-SGD...
2026.06
0.52
User-Match Test
Data Generation=DP-SGD...
2026.06
0.5
Canary-Echo
Data Generation=DP-SGD
2026.06
0.49
Canary-Echo
Data Generation=SFT
2026.06
0.48
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