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>.
| Version: | 0.1.0 |
| Imports: | magrittr, stats |
| Suggests: | testthat (≥ 3.0.0), knitr, rmarkdown |
| Published: | 2025-11-27 |
| DOI: | 10.32614/CRAN.package.tidydp (may not be active yet) |
| Author: | Thomas Tarler [aut, cre] |
| Maintainer: | Thomas Tarler <ttarler at gmail.com> |
| BugReports: | https://github.com/ttarler/tidydp/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/ttarler/tidydp |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | tidydp results |
| Reference manual: | tidydp.html , tidydp.pdf |
| Vignettes: |
Introduction to tidydp: Tidy Differential Privacy (source, R code) |
| Package source: | tidydp_0.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: tidydp_0.1.0.zip |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): tidydp_0.1.0.tgz, r-oldrel (x86_64): tidydp_0.1.0.tgz |
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