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Membership Inference Attack on HackerNews

0.657AUCSAMA
0.4750.522250.56950.61675Jan 27, 2026

Evaluation results

MethodLinks
SAMA2026.010.6570.2150.0270.003
SAMAModel=Dream-v0-Base-7B2026.010.6150.1860.0240.003
Ratio2026.010.5750.1460.0130
NeighborModel=Dream-v0-Base-7B2026.010.5460.1480.0210.001
RatioModel=Dream-v0-Base-7B2026.010.5350.1410.0180.001
BoWsModel=Dream-v0-Base-7B2026.010.5270.1280.0090.001
BoWs2026.010.5270.1280.0090.001
SecMI2026.010.5230.1250.0130.001
Neighbor2026.010.520.1230.0090.001
Min-K%Model=Dream-v0-Base-7B2026.010.5180.1210.0160.002
SecMIModel=Dream-v0-Base-7B2026.010.5110.1170.0130.001
ZLIBModel=Dream-v0-Base-7B2026.010.5070.1120.0120.001
CON-Recall2026.010.5010.0980.0150
Min-K%++Model=Dream-v0-Base-7B2026.010.4990.1080.0110.001
ReCallModel=Dream-v0-Base-7B2026.010.4960.1020.0090
Loss2026.010.4950.1180.010
ReCall2026.010.4940.090.010
PIA2026.010.4940.0860.0140
Min-K%2026.010.4920.1080.0130.001
LossModel=Dream-v0-Base-7B2026.010.4910.0950.0080
CON-RecallModel=Dream-v0-Base-7B2026.010.4880.0920.0080
PIAModel=Dream-v0-Base-7B2026.010.4860.090.0090
ZLIB2026.010.4860.0830.0090.001
Min-K%++2026.010.4860.10.0080.002
Lowercase2026.010.4830.0740.0070.001
LowercaseModel=Dream-v0-Base-7B2026.010.4820.0860.0070.001