Disparate Impact in Differential Privacy from Gradient Misalignment.

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

Published in: ICLR (2023)

Keyphrases

differential privacy
differentially private
privacy preserving
private data
tabular data
privacy guarantees
data sharing
privacy preserving data mining algorithms
privacy preservation
personal information
database
information retrieval
xml documents
query processing
input data
data privacy