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Training Data Exposure Detection on ROCO train vs Non-training

81AUC

GradAudit

Updated 1mo ago

Evaluation Results

Method	Links
GradAudit 2026.06		81	26.3
Zlib 2026.06		61.6	8.8
DC-PDD 2026.06		61.6	8.5
Min-K++ 2026.06		60.7	10.9
Loss 2026.06		59.5	8.8
Min-K 2026.06		59.2	6.7
Entropy 2026.06		58.3	6.6
GradNorm 2026.06		52.7	5.75
ModRenyi 2026.06		52.2	4.58
Similarity 2026.06		50.6	4.9
M4I 2026.06		50.5	6.75