tidydp

tidydp-package

A tidy-style interface for applying differential privacy to data frames.
Provides pipe-friendly functions to add calibrated noise, compute private
statistics, and track privacy budgets using the epsilon-delta differential
privacy framework.

internal

A tidy-style interface for applying differential privacy to data frames.
Provides pipe-friendly functions to add calibrated noise, compute private statistics,
and track privacy budgets using the epsilon-delta differential privacy framework.
Implements the Laplace mechanism (Dwork et al. 2006 <doi:10.1007/11681878_14>) and
the Gaussian mechanism for achieving differential privacy as described in Dwork and
Roth (2014) <doi:10.1561/0400000042>.

Thomas Tarler

Tidy Differential Privacy

tidydp-package function

Maintainer: Thomas Tarler <a href="/link/ttarler%40gmail.com?package=tidydp&version=0.1.0" data-mini-rdoc="tidydp::ttarler@gmail.com">ttarler@gmail.com</a>

Author

tidydp: Tidy Differential Privacy — tidydp-package

Maintainer: Thomas Tarler <a href='mailto:ttarler@gmail.com'>ttarler@gmail.com</a>

tidydp-package: tidydp: Tidy Differential Privacy

Description

Arguments

Author

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