Disparate Impact in Differential Privacy from Gradient Misalignment.

Maria S. Esipova Atiyeh Ashari Ghomi Yaqiao Luo Jesse C. Cresswell

Published in: CoRR (2022)

Keyphrases

differential privacy
differentially private
privacy preserving
tabular data
private data
privacy guarantees
privacy preserving data mining algorithms
privacy preservation
database
databases
information retrieval
data sources
data warehouse
data quality
data privacy