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Membership Inference on WikiMIA 64 tokens 1.0

97.9ROC AUC

AttenMIA (Transitional)

Updated 1mo ago

Evaluation Results

Method	Links
AttenMIA (Transitional) 2026.01		97.9	70.1
AttenMIA (Perturbed) 2026.01		97.7	70.6
RECALL 2026.01		91.3	15.4
Min-K%++ 2026.01		75.9	10.6
Min-K% 2026.01		67.6	7.3
Zlib 2026.01		65.3	8.3
PPL 2026.01		65.1	3
Neighbor 2026.01		64.4	0.6
Ref 2026.01		64.2	4.4
Loss 2026.01		63.8	4.4
PETAL 2026.01		60.3	2.5