feat: add QMIAAttack quantile regression membership inference attack#435

Open

ssrhaso wants to merge 27 commits intomainfrom

306-quantile-regression

Commits on Mar 28, 2026

feat: initial skeleton files with docstring and signatures

ssrhaso
authored and
shamykyzer
committed
Merge remote-tracking branch 'origin/main' into HEAD
shamykyzer
committed
feat: QMIA hinge score and label remapping utilities
shamykyzer
committed
feat: QMIA CatBoost attack with multiclass and (x,y) conditioning
shamykyzer
committed
test: QMIA hinge score, multiclass, and attack tests
shamykyzer
committed
chore: clean up unused files and ignore catboost artifacts
shamykyzer
committed
feat: QMIA benchmark scripts with formatted comparison tables
shamykyzer
committed
docs: add QMIA usage and benchmark documentation to README
shamykyzer
committed

Commits on Mar 30, 2026

feat: add QMIAAttack quantile regression membership inference attack
ssrhaso
committed

Commits on Mar 31, 2026

Commits on Apr 16, 2026

perf: enable HGBR early stopping for QMIA fits with n >= 1000
shamykyzer
committed

Commits on Apr 17, 2026

Merge remote-tracking branch 'origin/main' into 306-quantile-regression
shamykyzer
committed

Commits on Apr 22, 2026