Create Privacy-Preserving View with Differential Privacy Laplace Noise

Create Privacy-Preserving View with Differential Privacy Laplace Noise

Usage

with_differential_privacy(
  con,
  view_name,
  output_view = NULL,
  epsilon = 1,
  delta = 1e-05,
  count_columns = NULL
)

Arguments

con

Active DuckDB connection (DBI::dbConnect).

view_name

Source view or table name.

output_view

Target view name (default: "dp_" || view_name).

epsilon

Differential privacy budget parameter (default 1.0).

delta

Privacy failure bound (default 1e-5).

count_columns

Optional character vector of count columns to privatize.

Value

Name of created privacy view.