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Training Data Exposure Detection on MedTrinity
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80.1
AUC
GradAudit
49.732
57.616
65.5
73.384
Jun 23, 2026
AUC
TPR
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
TPR
GradAudit
Model=Qwen2-VL, Archit...
2026.06
80.1
14.5
GradNorm
Model=Qwen2-VL, Archit...
2026.06
77.8
11.2
Entropy
Model=Qwen2-VL, Archit...
2026.06
58.8
10.7
DC-PDD
Model=Qwen2-VL, Archit...
2026.06
55.8
6.4
Min-K
Model=Qwen2-VL, Archit...
2026.06
55
6.4
Zlib
Model=Qwen2-VL, Archit...
2026.06
54.3
5.4
ModRenyi
Model=Qwen2-VL, Archit...
2026.06
54.1
6.7
Loss
Model=Qwen2-VL, Archit...
2026.06
52.8
5.4
Similarity
Model=Qwen2-VL, Archit...
2026.06
51.8
7.41
M4I
Model=Qwen2-VL, Archit...
2026.06
51.5
3.6
Min-K++
Model=Qwen2-VL, Archit...
2026.06
50.9
4.2
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