In a new 'unseen class' setting for membership inference, quantile regression attacks outperform shadow model attacks, which fall to the level of a global-threshold baseline.
Label-only mem- bership inference attacks
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Membership Inference Attacks for Unseen Classes
In a new 'unseen class' setting for membership inference, quantile regression attacks outperform shadow model attacks, which fall to the level of a global-threshold baseline.