Entropy                 Entropy measures
EntropyMeasures         Additional Entropy-Based Privacy Measures
attacker_risk           Attacker Risk Models
                        (Prosecutor/Journalist/Marketer)
chisq_utility           Chi-Square Utility Measures
ci_overlap              Comparison of confidence intervals
ci_proximity            Confidence Interval Proximity
compare_boxplots        Compare Boxplots of a Numeric Variable in Two
                        Datasets
compare_chisq_gof       Compare Frequencies using Chi-square
                        Goodness-of-Fit Test with Optional Grouping,
                        Weights, and Simulated p-values
compare_correlation_matrices
                        Compare Correlation Matrices between Two
                        Datasets
compare_distributions_cont
                        Compare continuous distributions conditionally
compare_embedding       Compare Dimensionality Reduction Methods
                        (t-SNE, UMAP, MDS-Sammon) for Two Datasets
compare_feature_importance
                        Compare Feature Importance between Real and
                        Synthetic Data
compare_histograms      Compare Histograms of a Numeric Variable in Two
                        Datasets
compare_ks_test         Compare Distributions using the
                        Kolmogorov-Smirnov Test
compare_means_frequencies
                        Compare Means and Frequencies between Two
                        Datasets
compare_missing_values
                        Compare Missing Value Patterns Between Original
                        and Synthetic Data
compare_model_performance
                        Compare Predictive Model Performance between
                        Two Datasets
compare_multivariate_distribution
                        Compare Multivariate Distributions using
                        Mahalanobis Distance or Jensen-Shannon
                        Divergence
compare_multivariate_summary_statistics
                        Compare Multivariate Summary Statistics between
                        Two Datasets
compare_outliers        Compare Outlier Detection Between Original and
                        Synthetic Data
compare_pca             Compare Principal Component Analysis (PCA)
                        between Two Datasets with Separate Loadings
compare_wasserstein     Compare Distributions using the Wasserstein
                        Distance
confint.rapid           Confidence Intervals for RAPID Risk Estimates
contingency_fidelity    Contingency Table Fidelity for Categorical
                        Dependence Comparison
copula_fidelity         Copula Fidelity for Dependence Structure
                        Comparison
dcap                    Correct Attribution Probability (CAP/DCAP)
dcr                     Distance to Closest Record (DCR)
delta_presence          delta-Presence Risk Assessment
densitydiff_1d_num      Density ratio and entropy
densitydiff_kl_num      Kullback-Leibler divergence
densitydiff_pca         Density ratio and entropy of first PC's
disclosure_report       Comprehensive Disclosure Risk Report
disco                   Disclosive in Synthetic Correct Original
                        (DiSCO)
domias                  Density-based Membership Inference Attack
                        (DOMIAS)
drisk                   Disclosure Risk for Continuous Variables (dRisk
                        / dRiskRMD)
energy_distance         Energy Distance for Multivariate Numeric Data
epsilon_identifiability
                        Epsilon Identifiability
evaluation_stats        Evaluation statistics
from_sdcMicro           Extract comparison data from sdcMicro object
from_simPop             Extract comparison data from simPop object
from_synthpop           Extract comparison data from synthpop object
gower                   Gower distance between two data frames
hellinger               Hellinger Distance for Categorical
                        Distributions
high_risk_records       Get high-risk records
hitting_rate            Hitting Rate
ims                     Identical Match Share (IMS)
individual_risk         Individual Re-identification Risk
information_surprisal   Information Surprisal
inspect_record          Inspect a Single Record's Linkage Detail
kanonymity              k-Anonymity Assessment
ldiversity              l-Diversity Assessment
linkability             Linkability Risk
max_info_leakage        Maximum Information Leakage
merge_per_record        Merge Per-Record Risks Back to Data
mia_classifier          Membership Inference Attack metric via
                        classification
mmd                     Maximum Mean Discrepancy (MMD) for Multivariate
                        Data
mqs                     Model Quality Score
mutualInformation       Mutual Information Privacy Metrics
nnaa                    Nearest-Neighbor Adversarial Accuracy (NNAA)
nndr                    Nearest Neighbor Distance Ratio (NNDR)
pMSE                    Propensity Score Mean Squared Error (pMSE)
                        Utility Measure
plot.attacker_risk      Plot method for attacker_risk objects
plot.chisq_utility      Plot method for chisq_utility objects
plot.ci_proximity       Plot method for ci_proximity objects
plot.compare_distributions_cont
                        Plot Method for Objects of Class
                        "compare_distributions_cont"
plot.compare_feature_importance
                        Plot method for compare_feature_importance
                        objects
plot.contingency_fidelity
                        Plot method for contingency_fidelity objects
plot.copula_fidelity    Plot method for copula_fidelity objects
plot.dcap               Plot method for dcap objects
plot.dcr                Plot method for dcr objects
plot.delta_presence     Plot method for delta_presence objects
plot.denpca             Plot method for denpca objects
plot.denratio           Plot method for denratio objects
plot.disclosure_report
                        Plot method for disclosure_report objects
plot.disco              Plot method for disco objects
plot.domias             Plot method for domias objects
plot.drisk              Plot method for drisk objects
plot.energy_distance    Plot method for energy_distance objects
plot.epsilon_identifiability
                        Plot method for epsilon_identifiability objects
plot.gower              Plot method for gower objects
plot.hellinger          Plot method for hellinger objects
plot.hitting_rate       Plot method for hitting_rate objects
plot.ims                Plot method for ims objects
plot.individual_risk    Plot method for individual_risk objects
plot.kanonymity         Plot method for kanonymity objects
plot.ldiversityRisk     Plot method for ldiversityRisk objects
plot.linkability        Plot method for linkability objects
plot.mia                Plot method for mia objects
plot.missingCompare     Plot method for missingCompare objects
plot.mmd                Plot method for mmd objects
plot.mqs                Plot method for mqs objects
plot.nnaa               Plot method for nnaa objects
plot.nndr               Plot method for nndr objects
plot.pMSE               Plot method for pMSE objects
plot.population_uniqueness
                        Plot method for population_uniqueness objects
plot.propscore          Plot method for propscore objects
plot.rapid              Plot method for rapid objects
plot.recordLinkageRisk
                        Plot method for recordLinkageRisk
plot.regression_fidelity
                        Plot method for regression_fidelity objects
plot.rumap              Plot method for rumap objects
plot.singling_out       Plot method for singling_out objects
plot.specks             Plot method for specks objects
plot.subgroup_utility   Plot method for subgroup_utility objects
plot.suda               Plot method for suda objects
plot.tail_fidelity      Plot method for tail_fidelity objects
plot.tcap               Plot method for tcap objects
plot.tcloseness         Plot method for tcloseness objects
plot.weap               Plot method for weap objects
population_uniqueness   Population Uniqueness Risk
positive_information_disclosure
                        Positive Information Disclosure (PID)
print.attacker_risk     Print method for attacker_risk objects
print.chisq_utility     Print method for chisq_utility objects
print.ci_proximity      Print method for ci_proximity objects
print.compare_distributions_cont
                        Print method for compare_distributions_cont
                        objects
print.compare_feature_importance
                        Print method for compare_feature_importance
                        objects
print.contingency_fidelity
                        Print method for contingency_fidelity objects
print.copula_fidelity   Print method for copula_fidelity objects
print.dcap              Print method for dcap objects
print.dcr               Print method for dcr objects
print.delta_presence    Print method for delta_presence objects
print.denpca            Print method for denpca objects
print.denratio          Print method for denratio objects
print.disclosure_report
                        Print method for disclosure_report objects
print.disco             Print method for disco objects
print.domias            Print method for domias objects
print.drisk             Print method for drisk objects
print.energy_distance   Print method for energy_distance objects
print.epsilon_identifiability
                        Print method for epsilon_identifiability
                        objects
print.gower             Print method for gower objects
print.hellinger         Print method for hellinger objects
print.hitting_rate      Print method for hitting_rate objects
print.ims               Print method for ims objects
print.individual_risk   Print method for individual_risk objects
print.kanonymity        Print method for kanonymity objects
print.ldiversityRisk    Print method for ldiversityRisk objects
print.linkability       Print method for linkability objects
print.mia               Print method for mia objects
print.missingCompare    Print method for missingCompare objects
print.mmd               Print method for mmd objects
print.mqs               Print method for mqs objects
print.nnaa              Print method for nnaa objects
print.nndr              Print method for nndr objects
print.pMSE              Print method for pMSE objects
print.population_uniqueness
                        Print method for population_uniqueness objects
print.propscore         Print method for propscore objects
print.rapid             Print method for rapid objects
print.recordLinkageRisk
                        Print method for recordLinkageRisk
print.regression_fidelity
                        Print method for regression_fidelity objects
print.rumap             Print method for rumap objects
print.singling_out      Print method for singling_out objects
print.specks            Print method for specks objects
print.subgroup_utility
                        Print method for subgroup_utility objects
print.suda              Print method for suda objects
print.summary.attacker_risk
                        Print method for summary.attacker_risk objects
print.summary.chisq_utility
                        Print method for summary.chisq_utility objects
print.summary.ci_proximity
                        Print method for summary.ci_proximity objects
print.summary.compare_distributions_cont
                        Print method for
                        summary.compare_distributions_cont objects
print.summary.compare_feature_importance
                        Print method for
                        summary.compare_feature_importance objects
print.summary.contingency_fidelity
                        Print method for summary.contingency_fidelity
                        objects
print.summary.copula_fidelity
                        Print method for summary.copula_fidelity
                        objects
print.summary.dcap      Print method for summary.dcap objects
print.summary.dcr       Print method for summary.dcr objects
print.summary.delta_presence
                        Print method for summary.delta_presence objects
print.summary.denpca    Print method for summary.denpca objects
print.summary.denratio
                        Print method for summary.denratio objects
print.summary.disclosure_report
                        Print method for summary.disclosure_report
                        objects
print.summary.disco     Print method for summary.disco objects
print.summary.domias    Print method for summary.domias objects
print.summary.drisk     Print method for summary.drisk objects
print.summary.energy_distance
                        Print method for summary.energy_distance
                        objects
print.summary.epsilon_identifiability
                        Print method for
                        summary.epsilon_identifiability objects
print.summary.gower     Print method for summary.gower objects
print.summary.hellinger
                        Print method for summary.hellinger objects
print.summary.hitting_rate
                        Print method for summary.hitting_rate objects
print.summary.ims       Print method for summary.ims objects
print.summary.individual_risk
                        Print method for summary.individual_risk
                        objects
print.summary.kanonymity
                        Print method for summary.kanonymity objects
print.summary.ldiversityRisk
                        Print method for summary.ldiversityRisk objects
print.summary.linkability
                        Print method for summary.linkability objects
print.summary.mia       Print method for summary.mia objects
print.summary.missingCompare
                        Print method for summary.missingCompare objects
print.summary.mmd       Print method for summary.mmd objects
print.summary.mqs       Print method for summary.mqs objects
print.summary.nnaa      Print method for summary.nnaa objects
print.summary.nndr      Print method for summary.nndr objects
print.summary.pMSE      Print method for summary.pMSE objects
print.summary.population_uniqueness
                        Print method for summary.population_uniqueness
                        objects
print.summary.propscore
                        Print method for summary.propscore objects
print.summary.rapid     Print method for summary.rapid objects
print.summary.rapid_cv
                        Print method for summary.rapid_cv objects
print.summary.rapid_test
                        Print method for summary.rapid_test objects
print.summary.rapid_threshold
                        Print method for summary.rapid_threshold
                        objects
print.summary.recordLinkageRisk
                        Print method for summary.recordLinkageRisk
print.summary.regression_fidelity
                        Print method for summary.regression_fidelity
                        objects
print.summary.rumap     Print method for summary.rumap objects
print.summary.singling_out
                        Print method for summary.singling_out objects
print.summary.specks    Print method for summary.specks objects
print.summary.subgroup_utility
                        Print method for summary.subgroup_utility
                        objects
print.summary.suda      Print method for summary.suda objects
print.summary.synth_pair
                        Print method for summary.synth_pair objects
print.summary.tail_fidelity
                        Print method for summary.tail_fidelity objects
print.summary.tcap      Print method for summary.tcap objects
print.summary.tcloseness
                        Print method for summary.tcloseness objects
print.summary.weap      Print method for summary.weap objects
print.synth_pair        Print method for synth_pair objects
print.tail_fidelity     Print method for tail_fidelity objects
print.tcap              Print method for tcap objects
print.tcloseness        Print method for tcloseness objects
print.weap              Print method for weap objects
privacy_score           Privacy Score
propscore               Propensity score utility measure
rapid                   RAPID: Risk of Attribute Prediction-Induced
                        Disclosure
rapid_synthesizer_cv    Cross-Validation of Synthesizer Disclosure Risk
rapid_test              Permutation Test for RAPID Disclosure Risk
rapid_threshold_select
                        Data-Driven Threshold Selection for RAPID
recordLinkage           Record Linkage Risk After Perturbation
regression_fidelity     Regression Fidelity — Coefficient Comparison
repu                    Replicated Uniques (RepU)
rf_privacy              RF Proximity Privacy Assessment
risk_by_group           Aggregate Risk by Group
riskutility-package     riskutility: Disclosure Risk and Data Utility
                        for Anonymized and Synthetic Data
rumap                   Multivariate Risk-Utility Map (RU-Map)
singling_out            Singling Out Risk
specks                  SPECKS - Propensity Score Comparison via
                        Kolmogorov-Smirnov Test
subgroup_utility        Stratified Utility Assessment Across Subgroups
suda                    SUDA - Special Uniques Detection Algorithm
summary.attacker_risk   Summary method for attacker_risk objects
summary.chisq_utility   Summary method for chisq_utility objects
summary.ci_proximity    Summary method for ci_proximity objects
summary.compare_distributions_cont
                        Summary method for compare_distributions_cont
                        objects
summary.compare_feature_importance
                        Summary method for compare_feature_importance
                        objects
summary.contingency_fidelity
                        Summary method for contingency_fidelity objects
summary.copula_fidelity
                        Summary method for copula_fidelity objects
summary.dcap            Summary method for dcap objects
summary.dcr             Summary method for dcr objects
summary.delta_presence
                        Summary method for delta_presence objects
summary.denpca          Summary method for denpca objects
summary.denratio        Summary method for denratio objects
summary.disclosure_report
                        Summary method for disclosure_report objects
summary.disco           Summary method for disco objects
summary.domias          Summary method for domias objects
summary.drisk           Summary method for drisk objects
summary.energy_distance
                        Summary method for energy_distance objects
summary.epsilon_identifiability
                        Summary method for epsilon_identifiability
                        objects
summary.gower           Summary method for gower objects
summary.hellinger       Summary method for hellinger objects
summary.hitting_rate    Summary method for hitting_rate objects
summary.ims             Summary method for ims objects
summary.individual_risk
                        Summary method for individual_risk objects
summary.kanonymity      Summary method for kanonymity objects
summary.ldiversityRisk
                        Summary method for ldiversityRisk objects
summary.linkability     Summary method for linkability objects
summary.mia             Summary method for mia objects
summary.missingCompare
                        Summary method for missingCompare objects
summary.mmd             Summary method for mmd objects
summary.mqs             Summary method for mqs objects
summary.nnaa            Summary method for nnaa objects
summary.nndr            Summary method for nndr objects
summary.pMSE            Summary method for pMSE objects
summary.population_uniqueness
                        Summary method for population_uniqueness
                        objects
summary.propscore       Summary method for propscore objects
summary.rapid           Summary method for rapid objects
summary.rapid_cv        Summary method for rapid_cv objects
summary.rapid_test      Summary method for rapid_test objects
summary.rapid_threshold
                        Summary method for rapid_threshold objects
summary.recordLinkageRisk
                        Summary method for recordLinkageRisk
summary.regression_fidelity
                        Summary method for regression_fidelity objects
summary.rumap           Summary method for rumap objects
summary.singling_out    Summary method for singling_out objects
summary.specks          Summary method for specks objects
summary.subgroup_utility
                        Summary method for subgroup_utility objects
summary.suda            Summary method for suda objects
summary.synth_pair      Summary method for synth_pair objects
summary.tail_fidelity   Summary method for tail_fidelity objects
summary.tcap            Summary method for tcap objects
summary.tcloseness      Summary method for tcloseness objects
summary.weap            Summary method for weap objects
synth_pair              Create a Synthetic Data Comparison Pair
systemAnonymityLevel    System Anonymity Level
tail_fidelity           Tail Fidelity — Tail Preservation Utility
                        Measure
tcap                    Targeted Correct Attribution Probability (TCAP)
tcloseness              t-Closeness Assessment
top_at_risk             Return Highest-Risk Records
tstr                    Train on Synthetic, Test on Real (TSTR) Utility
                        Measure
weap                    Within Equivalence Class Attribution
                        Probability (WEAP)
