{
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  "Package": "dominoise",
  "Title": "Parsimonious Noise Perturbation for Magnitude Tables",
  "Version": "0.2.0",
  "Authors@R": "c(\nperson(\"Julien\", \"Jamme\", email = \"julien.jamme@insee.fr\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0009-0009-9054-7053\")),\nperson(\"Institut national de la statistique et des études économiques\",\nrole = \"cph\"))",
  "Description": "Protects magnitude tables, such as tables of enterprise\nturnover, by multiplying each total by a Gaussian noise\ncombining a dominance-driven component and a general-purpose\none, governed by three parameters only. Information loss and\ndisclosure risks for three attack scenarios (external\ninference, internal inference and differencing) are available\nin closed form, so that calibration requires neither simulation\nnor re-estimation on the data. The package guides that\ncalibration step by step, from the differencing noise to the\ndominance parameters, with decision tables and risk-utility\nplots, applies the mechanism to an aggregated table using\nSHA-512 hashed random keys for consistency over time, and\nreports the risk and utility actually achieved. The method is\ndescribed in Jamme (2027) <doi:10.1007/978-3-032-37883-5_9>.",
  "License": "GPL (>= 3)",
  "URL": "https://github.com/InseeFrLab/dominoise,\nhttps://inseefrlab.github.io/dominoise/",
  "BugReports": "https://github.com/InseeFrLab/dominoise/issues",
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  "Packaged": {
    "Date": "2026-10-15 20:41:31 UTC",
    "User": "root"
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  "Author": "Julien Jamme [aut, cre] (ORCID:\n<https://orcid.org/0009-0009-9054-7053>), Institut national de\nla statistique et des études économiques [cph]",
  "Maintainer": "Julien Jamme <julien.jamme@insee.fr>",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2026-10-15 16:20:02 UTC",
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  "_created": "2026-10-15T20:41:31.000Z",
  "_published": "2026-10-15T20:44:04.005Z",
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    "author": "Julien Jamme <julien.jamme@insee.fr>",
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    "assess_loss_expectation",
    "assess_risk_diff",
    "assess_risk_empirical",
    "assess_risk_I",
    "assess_risk_II",
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    "pm_plot_impact",
    "pm_plot_risk_max",
    "pm_plot_risk_profile",
    "pm_plot_tradeoff",
    "pm_sigma_eps",
    "pm_suggest_n"
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      "page": "assess_loss_ci",
      "title": "Confidence-interval bound of the relative loss Z",
      "topics": [
        "assess_loss_ci"
      ]
    },
    {
      "page": "assess_loss_expectation",
      "title": "Conditional expectation of the absolute relative loss |Z|",
      "topics": [
        "assess_loss_expectation"
      ]
    },
    {
      "page": "assess_risk_diff",
      "title": "Compute the upper bound of the differencing risk.",
      "topics": [
        "assess_risk_diff"
      ]
    },
    {
      "page": "assess_risk_empirical",
      "title": "Observed disclosure risk",
      "topics": [
        "assess_risk_empirical"
      ]
    },
    {
      "page": "assess_risk_I",
      "title": "Scenario-I (dominance) risk measure",
      "topics": [
        "assess_risk_I"
      ]
    },
    {
      "page": "assess_risk_II",
      "title": "Scenario-II (p%-rule) risk measure",
      "topics": [
        "assess_risk_II"
      ]
    },
    {
      "page": "assess_utility_empirical",
      "title": "Observed information loss",
      "topics": [
        "assess_utility_empirical"
      ]
    },
    {
      "page": "plot.pm_calib_diff",
      "title": "Plot method for a differencing calibration grid",
      "topics": [
        "plot.pm_calib_diff"
      ]
    },
    {
      "page": "plot.pm_calib_dominance",
      "title": "Plot method for a dominance calibration grid",
      "topics": [
        "plot.pm_calib_dominance"
      ]
    },
    {
      "page": "pm_calib_diff",
      "title": "Calibration of the differencing noise ('sigma_epsilon')",
      "topics": [
        "pm_calib_diff"
      ]
    },
    {
      "page": "pm_calib_dominance",
      "title": "Calibration of the dominance noise (sigma_nu and n)",
      "topics": [
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      ]
    },
    {
      "page": "pm_commit_diff",
      "title": "Commit the differencing decision into the parameter object",
      "topics": [
        "pm_commit_diff"
      ]
    },
    {
      "page": "pm_commit_dominance",
      "title": "Commit the dominance decision (sigma_nu and n) into the parameter object",
      "topics": [
        "pm_commit_dominance"
      ]
    },
    {
      "page": "pm_draws",
      "title": "Derive the two Gaussian draws from a cell key",
      "topics": [
        "pm_draws"
      ]
    },
    {
      "page": "pm_params",
      "title": "Create the perturbation-parameter object containing all the parameters of the noise.",
      "topics": [
        "pm_params"
      ]
    },
    {
      "page": "pm_perturb",
      "title": "Perturb an aggregated table",
      "topics": [
        "pm_perturb"
      ]
    },
    {
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      "title": "Observed perturbation against dominance",
      "topics": [
        "pm_plot_impact"
      ]
    },
    {
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      "title": "Worst-case risk against a mechanism parameter",
      "topics": [
        "pm_plot_risk_max"
      ]
    },
    {
      "page": "pm_plot_risk_profile",
      "title": "Risk profile as a function of dominance",
      "topics": [
        "pm_plot_risk_profile"
      ]
    },
    {
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      "title": "Risk-utility trade-off map",
      "topics": [
        "pm_plot_tradeoff"
      ]
    },
    {
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      "title": "Smallest 'sigma_eps' guaranteeing the differencing-risk ceiling",
      "topics": [
        "pm_sigma_eps"
      ]
    },
    {
      "page": "pm_suggest_n",
      "title": "Largest admissible shape parameter n",
      "topics": [
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      ]
    },
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      "title": "Worst-case risk and loss range of a dominance calibration grid",
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      ]
    }
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