DAM, a disk-shaped random response mechanism, estimates 2D spatial distributions under local differential privacy with lower Wasserstein error than previous mechanisms at fine grid granularity.
Frequency estimation under local differential privacy,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.DB 1years
2024 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Numerical Estimation of Spatial Distributions under Differential Privacy
DAM, a disk-shaped random response mechanism, estimates 2D spatial distributions under local differential privacy with lower Wasserstein error than previous mechanisms at fine grid granularity.