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ResearchFormerly WizWand

Membership Inference Attack on RWKU MIA Set

7.1544FM ScoreRWKU
1.636163.068784.50145.93402Apr 15, 2026
Updated 6mo ago

Evaluation results

MethodLinks
RWKUFinetuning Strategy=GA+KL, Backbone=Llama-2-7b-chat2026.047.15442.434
RWKUFinetuning Strategy=GA+GD, Backbone=Llama-2-7b-chat2026.047.14992.4194
RWKUFinetuning Strategy=GA, Backbone=Llama-2-7b-chat2026.043.10752.4128
ELUDeFinetuning Strategy=NPO, Backbone=Llama-2-7b-chat2026.042.18742.2383
RWKUFinetuning Strategy=NPO, Backbone=Llama-2-7b-chat2026.042.16672.2093
MAGEFinetuning Strategy=NPO, Backbone=Llama-2-7b-chat2026.042.10542.177
MAGEFinetuning Strategy=GA+GD, Backbone=Llama-2-7b-chat2026.042.01192.1121
MAGEFinetuning Strategy=GA+KL, Backbone=Llama-2-7b-chat2026.042.00462.1068
ELUDeFinetuning Strategy=GA, Backbone=Llama-2-7b-chat2026.041.99332.1057
MAGEFinetuning Strategy=GA, Backbone=Llama-2-7b-chat2026.041.98852.1016
ELUDeFinetuning Strategy=GA+KL, Backbone=Llama-2-7b-chat2026.041.97682.0909
ELUDeFinetuning Strategy=GA+GD, Backbone=Llama-2-7b-chat2026.041.962.0716
DirectQAFinetuning Strategy=GA+KL, Backbone=Llama-2-7b-chat2026.041.95592.0635
DirectQAFinetuning Strategy=GA, Backbone=Llama-2-7b-chat2026.041.92862.0572
DirectQAFinetuning Strategy=NPO, Backbone=Llama-2-7b-chat2026.041.91782.0494
BeforeBackbone=Llama-2-7b-chat2026.041.91042.0433
DirectQAFinetuning Strategy=GA+GD, Backbone=Llama-2-7b-chat2026.041.84841.9758