Package | Description |
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org.deidentifier.arx |
This package provides the public API for the ARX anonymization framework.
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org.deidentifier.arx.certificate | |
org.deidentifier.arx.criteria |
This package implements different variants of class-based privacy criteria,
such as k-anonymity, l-diversity, t-closeness and d-presence.
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org.deidentifier.arx.framework.lattice |
This package provides the internal generalization lattice
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org.deidentifier.arx.metric |
This package implements several metrics for information loss.
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org.deidentifier.arx.metric.v2 | |
org.deidentifier.arx.risk |
This package provides methods for risk analyses
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Modifier and Type | Method and Description |
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ARXConfiguration |
ARXConfiguration.addCriterion(PrivacyCriterion c)
Deprecated.
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ARXConfiguration |
ARXConfiguration.addPrivacyModel(PrivacyCriterion c)
Adds a privacy model to the configuration.
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ARXConfiguration |
ARXConfiguration.clone()
Clones this config.
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static ARXConfiguration |
ARXConfiguration.create()
Creates a new configuration without tuple suppression.
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static ARXConfiguration |
ARXConfiguration.create(double suppressionLimit)
Creates a new configuration that allows the given percentage of outliers and
thus implements tuple suppression.
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static ARXConfiguration |
ARXConfiguration.create(double suppressionLimit,
Metric<?> metric)
Creates a new configuration that allows the given percentage of outliers and
thus implements tuple suppression.
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static ARXConfiguration |
ARXConfiguration.create(Metric<?> metric)
Creates a new configuration that allows to define the metric for measuring information loss.
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protected abstract ARXConfiguration |
DataHandle.getConfiguration()
Returns the ARXConfiguration that is currently being used, null if this is an input handle
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ARXConfiguration |
ARXResult.getConfiguration()
Returns the configuration used.
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protected ARXConfiguration |
DataHandleInput.getConfiguration() |
protected ARXConfiguration |
DataHandleOutput.getConfiguration() |
protected ARXConfiguration |
DataHandleSubset.getConfiguration() |
protected ARXConfiguration |
ARXConfiguration.getInstanceForLocalRecoding(RowSet rowset,
double gsFactor)
Clones this config and projects everything onto the given subset.
- All privacy models will be cloned - Subsets in d-presence will be projected accordingly - Utility measures will be cloned - Replaces estimated k-map with according k-anonymity |
ARXConfiguration |
ARXConfiguration.setCostBenefitConfiguration(ARXCostBenefitConfiguration config)
Sets the cost/benefit configuration
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Modifier and Type | Method and Description |
---|---|
ARXResult |
ARXAnonymizer.anonymize(Data data,
ARXConfiguration config)
Performs data anonymization.
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protected org.deidentifier.arx.ARXAnonymizer.Result |
ARXAnonymizer.anonymize(DataManager manager,
DataDefinition definition,
ARXConfiguration config)
Reset a previous lattice and run the algorithm .
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void |
ARXLattice.Access.setMonotonicity(ARXConfiguration config)
Accessor method
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Constructor and Description |
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ARXConfiguration.ARXConfigurationInternal(ARXConfiguration config)
Creates a new instance.
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ARXResult(DataHandle handle,
DataDefinition definition,
ARXLattice lattice,
int historySize,
double snapshotSizeSnapshot,
double snapshotSizeDataset,
Metric<?> metric,
ARXConfiguration config,
ARXLattice.ARXNode optimum,
long time,
SolutionSpace solutionSpace)
Internal constructor for deserialization.
|
ARXResult(org.deidentifier.arx.DataRegistry registry,
DataManager manager,
NodeChecker checker,
DataDefinition definition,
ARXConfiguration config,
ARXLattice lattice,
long duration,
SolutionSpace solutionSpace)
Creates a new instance.
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DataHandleOutput(ARXResult result,
org.deidentifier.arx.DataRegistry registry,
DataManager manager,
Data outputGeneralized,
Data outputMicroaggregated,
ARXLattice.ARXNode node,
DataDefinition definition,
ARXConfiguration config)
Instantiates a new handle.
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Modifier and Type | Method and Description |
---|---|
static ARXCertificate |
ARXCertificate.create(DataHandle input,
DataDefinition definition,
ARXConfiguration config,
ARXResult result,
ARXLattice.ARXNode transformation,
DataHandle output)
Creates a new instance
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static ARXCertificate |
ARXCertificate.create(DataHandle input,
DataDefinition definition,
ARXConfiguration config,
ARXResult result,
ARXLattice.ARXNode transformation,
DataHandle output,
CSVSyntax syntax)
Renders the document into the given output stream.
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static ARXCertificate |
ARXCertificate.create(DataHandle input,
DataDefinition definition,
ARXConfiguration config,
ARXResult result,
ARXLattice.ARXNode transformation,
DataHandle output,
CSVSyntax syntax,
ElementData metadata)
Renders the document into the given output stream.
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Modifier and Type | Method and Description |
---|---|
void |
KMap.initialize(DataManager manager,
ARXConfiguration config) |
void |
ProfitabilityProsecutorNoAttack.initialize(DataManager manager,
ARXConfiguration config) |
void |
EqualDistanceTCloseness.initialize(DataManager manager,
ARXConfiguration config) |
void |
PopulationUniqueness.initialize(DataManager manager,
ARXConfiguration config) |
void |
OrderedDistanceTCloseness.initialize(DataManager manager,
ARXConfiguration config) |
void |
ExplicitPrivacyCriterion.initialize(DataManager manager,
ARXConfiguration config) |
void |
Inclusion.initialize(DataManager manager,
ARXConfiguration config) |
void |
EDDifferentialPrivacy.initialize(DataManager manager,
ARXConfiguration config)
Creates a random sample based on beta
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void |
EnhancedBLikeness.initialize(DataManager manager,
ARXConfiguration config) |
void |
DDisclosurePrivacy.initialize(DataManager manager,
ARXConfiguration config) |
void |
HierarchicalDistanceTCloseness.initialize(DataManager manager,
ARXConfiguration config) |
void |
BasicBLikeness.initialize(DataManager manager,
ARXConfiguration config) |
void |
PrivacyCriterion.initialize(DataManager manager,
ARXConfiguration config)
Override this to initialize the criterion.
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void |
DPresence.initialize(DataManager manager,
ARXConfiguration config) |
void |
ProfitabilityProsecutor.initialize(DataManager manager,
ARXConfiguration config) |
Constructor and Description |
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SolutionSpace(ARXLattice lattice,
ARXConfiguration config)
For de-serialization
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Modifier and Type | Method and Description |
---|---|
protected int |
Metric.getNumRecords(ARXConfiguration config,
Data input)
Returns the number of records
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protected RowSet |
Metric.getSubset(ARXConfiguration config)
Returns the subset
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void |
Metric.initialize(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config)
Initializes the metric.
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protected void |
MetricNMEntropy.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
MetricAECS.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
MetricDM.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
MetricHeight.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
MetricStatic.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
MetricEntropy.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] ahierarchies,
ARXConfiguration config) |
protected void |
MetricWeighted.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
MetricDefault.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected abstract void |
Metric.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config)
Implement this to initialize the metric.
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protected void |
MetricNMPrecision.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
MetricPrecision.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
MetricDMStar.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
ElementData |
MetricNMEntropy.render(ARXConfiguration config) |
ElementData |
MetricAECS.render(ARXConfiguration config) |
ElementData |
MetricDM.render(ARXConfiguration config) |
ElementData |
MetricHeight.render(ARXConfiguration config) |
ElementData |
MetricStatic.render(ARXConfiguration config) |
ElementData |
MetricEntropy.render(ARXConfiguration config) |
abstract ElementData |
Metric.render(ARXConfiguration config)
Renders the privacy model
|
ElementData |
MetricNMPrecision.render(ARXConfiguration config) |
ElementData |
MetricPrecision.render(ARXConfiguration config) |
ElementData |
MetricDMStar.render(ARXConfiguration config) |
Modifier and Type | Method and Description |
---|---|
protected void |
MetricSDNMEntropyBasedInformationLoss.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
AbstractMetricSingleDimensional.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
MetricSDNMKLDivergence.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
MetricMDNMLossPrecomputed.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
MetricSDNMAmbiguity.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
MetricMDNUEntropyPrecomputed.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
MetricMDNMPrecision.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
MetricMDNUNMEntropyPrecomputed.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
MetricSDNMPublisherPayout.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
AbstractMetricMultiDimensional.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
MetricMDHeight.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
AbstractMetricMultiDimensionalPotentiallyPrecomputed.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] ahierarchies,
ARXConfiguration config) |
protected void |
MetricMDNUNMNormalizedEntropyPrecomputed.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
MetricMDStatic.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
protected void |
MetricMDNMLoss.initializeInternal(DataManager manager,
DataDefinition definition,
Data input,
GeneralizationHierarchy[] hierarchies,
ARXConfiguration config) |
ElementData |
MetricMDPrecision.render(ARXConfiguration config) |
ElementData |
MetricSDNMEntropyBasedInformationLoss.render(ARXConfiguration config) |
ElementData |
MetricMDNUNMNormalizedEntropyPotentiallyPrecomputed.render(ARXConfiguration config) |
ElementData |
MetricSDNMKLDivergence.render(ARXConfiguration config) |
ElementData |
MetricMDNUNMNormalizedEntropy.render(ARXConfiguration config) |
ElementData |
MetricMDNMLossPrecomputed.render(ARXConfiguration config) |
ElementData |
MetricSDNMAmbiguity.render(ARXConfiguration config) |
ElementData |
MetricMDNUEntropyPrecomputed.render(ARXConfiguration config) |
ElementData |
MetricMDNMPrecision.render(ARXConfiguration config) |
ElementData |
MetricMDNUNMEntropy.render(ARXConfiguration config) |
ElementData |
MetricSDAECS.render(ARXConfiguration config) |
ElementData |
MetricMDNUNMEntropyPrecomputed.render(ARXConfiguration config) |
ElementData |
MetricSDNMPublisherPayout.render(ARXConfiguration config) |
ElementData |
MetricMDNUEntropy.render(ARXConfiguration config) |
ElementData |
MetricMDHeight.render(ARXConfiguration config) |
ElementData |
MetricSDNMDiscernability.render(ARXConfiguration config) |
ElementData |
MetricSDDiscernability.render(ARXConfiguration config) |
ElementData |
MetricMDNUNMNormalizedEntropyPrecomputed.render(ARXConfiguration config) |
ElementData |
MetricMDStatic.render(ARXConfiguration config) |
ElementData |
MetricMDNUEntropyPotentiallyPrecomputed.render(ARXConfiguration config) |
ElementData |
MetricMDNMLossPotentiallyPrecomputed.render(ARXConfiguration config) |
ElementData |
MetricMDNMLoss.render(ARXConfiguration config) |
ElementData |
MetricMDNUNMEntropyPotentiallyPrecomputed.render(ARXConfiguration config) |
Constructor and Description |
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RiskEstimateBuilder(ARXPopulationModel population,
DataHandleInternal handle,
RiskModelHistogram classes,
ARXConfiguration arxconfig)
Creates a new instance
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RiskEstimateBuilder(ARXPopulationModel population,
DataHandleInternal handle,
RiskModelHistogram classes,
ARXSolverConfiguration solverconfig,
ARXConfiguration arxconfig)
Creates a new instance
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RiskEstimateBuilder(ARXPopulationModel population,
DataHandleInternal handle,
java.util.Set<java.lang.String> identifiers,
ARXConfiguration arxconfig)
Creates a new instance
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RiskEstimateBuilder(ARXPopulationModel population,
DataHandleInternal handle,
java.util.Set<java.lang.String> identifiers,
ARXSolverConfiguration solverconfig,
ARXConfiguration arxconfig)
Creates a new instance
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RiskModelSampleRiskDistribution(RiskModelHistogram histogram,
ARXConfiguration config,
boolean anonymous)
Creates a new instance
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RiskModelSampleRisks(RiskModelHistogram histogram,
ARXConfiguration config,
boolean anonymous)
Creates a new instance
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