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Distribution Inference Attack mitigation research benchmarks · SOTA2 Research

Distribution Inference Attack mitigation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Bios sex (M → F)

0.9Adversarial Gap

2

Jun 2, 2026

UTKFaces race (W → NW)

5.5Adversarial Gap

2

Jun 2, 2026

German Credit sex (M → F)

6Adversarial Gap

2

Jun 2, 2026

COMPAS race (AA → Cau)

2Adversarial Gap

2

Jun 2, 2026

ACS Income race (W → NW) CA-2018

3.7Adversarial Gap

2

Jun 2, 2026

ACS Income sex (M → F) CA-2018

2.5Adversarial Gap

2

Jun 2, 2026

Popular datasets

ACS Income COMPAS German Credit BIOS UTKFaces

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