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Membership Inference Attack on PubMed Central

0.814AUCSAMA
0.467680.557590.64750.73741Jan 27, 2026

Evaluation results

MethodLinks
SAMA2026.010.81444.213.21.1
SAMAModel=Dream-v0-Base-7B2026.010.73233.88.10.9
Ratio2026.010.55512.81.80.3
CON-RecallModel=Dream-v0-Base-7B2026.010.51811.71.20.1
RatioModel=Dream-v0-Base-7B2026.010.51411.41.10.1
SecMI2026.010.5110.90.90.8
NeighborModel=Dream-v0-Base-7B2026.010.5079.710
Neighbor2026.010.5069.11.10
LowercaseModel=Dream-v0-Base-7B2026.010.5029.30.40
Lowercase2026.010.5029.60.20
SecMIModel=Dream-v0-Base-7B2026.010.50110.20.90
Min-K%2026.010.511.90.80.2
Loss2026.010.49811.41.60.1
CON-Recall2026.010.49811.90.90
Min-K%Model=Dream-v0-Base-7B2026.010.49610.90.90.1
PIA2026.010.49610.20.50
ReCall2026.010.4958.80.70
Min-K%++2026.010.49410.91.10
ReCallModel=Dream-v0-Base-7B2026.010.49390.70
Min-K%++Model=Dream-v0-Base-7B2026.010.49110.30.80
LossModel=Dream-v0-Base-7B2026.010.4899.610.1
BoWsModel=Dream-v0-Base-7B2026.010.489100.20
BoWs2026.010.489100.20
PIAModel=Dream-v0-Base-7B2026.010.4889.20.60
ZLIB2026.010.4889.60.50.1
ZLIBModel=Dream-v0-Base-7B2026.010.4818.80.60