Package: riskutility
Title: Disclosure Risk and Data Utility Metrics for Synthetic and
        Anonymized Data
Version: 0.2.0
Date: 2026-09-01
Authors@R: c(
    person("Matthias", "Templ", email = "matthias.templ@gmail.com",
           role = c("aut", "cre"),
           comment = c(ORCID = "0000-0002-8638-5276")),
    person("Oscar", "Thees",
           role = "ctb",
           comment = c(ORCID = "0009-0001-9378-4988"))
    )
Description: Provides comprehensive methods to measure disclosure risk
        and data utility for anonymized and synthetic data. Implements
        attribution-based risk metrics including Correct Attribution
        Probability (CAP), Targeted CAP (TCAP), Within Equivalence
        Class Attribution Probability (WEAP), and RAPID (Risk of
        Attribute Prediction-Induced Disclosure). Also provides
        distance-based privacy metrics such as Distance to Closest
        Record (DCR), Nearest Neighbor Distance Ratio (NNDR), and
        Identical Match Share (IMS). Utility assessment includes
        propensity score analysis, distribution comparisons, and
        various statistical tests. Methods are based on Taub et al.
        (2018) <doi:10.1007/978-3-319-99771-1_9> and related
        literature. Designed for integration with 'simPop' S4 classes.
Depends: R (>= 4.1.0)
Imports: ggplot2, data.table, MASS, VIM, randomForest, ranger,
        reshape2, stats, graphics, utils
Suggests: simPop, synthpop, caretEnsemble, kernelshap, uwot, Rtsne,
        dbscan, rpart, xgboost, partykit, testthat (>= 3.0.0), torch,
        knitr, rmarkdown, plotly, misc3d, sdcMicro, caret, robustbase,
        gridExtra, Hmisc, robCompositions, clue
License: GPL-3
URL: https://github.com/matthias-da/riskutility
BugReports: https://github.com/matthias-da/riskutility/issues
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
VignetteBuilder: knitr
Config/testthat/edition: 3
Config/pak/sysreqs: make libicu-dev
Repository: https://matthias-da.r-universe.dev
Date/Publication: 2026-09-01 11:34:46 UTC
RemoteUrl: https://github.com/matthias-da/riskutility
RemoteRef: HEAD
RemoteSha: 9a7f1b38899a1c13d122f1db7c64a057fe6e5593
NeedsCompilation: no
Packaged: 2026-10-01 12:42:05 UTC; root
Author: Matthias Templ [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-8638-5276>),
  Oscar Thees [ctb] (ORCID: <https://orcid.org/0009-0001-9378-4988>)
Maintainer: Matthias Templ <matthias.templ@gmail.com>