Membership Inference Attack Defense on SST-2 (test) benchmark leaderboard · SOTA2 Research

Membership Inference Attack Defense on SST-2 (test)

89AccuracyHAMP

Evaluation Results

Method	Links
HAMP2025.05		89	0.5	0.5	0.5	0.5	0.5	0.5
SELENA2025.05		88.05	0.527	0.5276	0.5511	0.5234	0.5351	0.5409
None2025.05		86.35	0.5162	0.5335	0.5571	0.5364	0.5558	0.5666
MemGuard2025.05		86.35	0.5144	0.5335	0.5266	0.5364	0.5252	0.5311
DynaNoise2025.05		86.12	0.5	0.5014	0.5	0.5023	0.5	0.5
RelaxLoss2025.05		83.94	0.5115	0.5125	0.5	0.5147	0.5	0.5
AdvReg2025.05		70.92	0.5126	0.5037	0.5034	0.5154	0.5	0.5