Package org.deidentifier.arx.risk

Klasse RiskEstimateBuilder

java.lang.Object

org.deidentifier.arx.risk.RiskEstimateBuilder

public class RiskEstimateBuilder
extends Object

A builder for risk estimates

Konstruktorübersicht

Konstruktoren

Konstruktor	Beschreibung
RiskEstimateBuilder(ARXPopulationModel population, DataHandleInternal handle, Set<String> identifiers, ARXConfiguration arxconfig)	Creates a new instance
RiskEstimateBuilder(ARXPopulationModel population, DataHandleInternal handle, Set<String> identifiers, ARXSolverConfiguration solverconfig, ARXConfiguration arxconfig)	Creates a new instance
RiskEstimateBuilder(ARXPopulationModel population, DataHandleInternal handle, RiskModelHistogram classes, ARXConfiguration arxconfig)	Creates a new instance
RiskEstimateBuilder(ARXPopulationModel population, DataHandleInternal handle, RiskModelHistogram classes, ARXSolverConfiguration solverconfig, ARXConfiguration arxconfig)	Creates a new instance

Methodenübersicht

Modifizierer und Typ	Methode	Beschreibung
RiskModelAttributes	getAttributeRisks()	Returns a class providing access to an analysis of potential quasi-identifiers using the concepts of alpha distinction and alpha separation.
RiskModelHistogram	getEquivalenceClassModel()	Returns a model of the equivalence classes in this data set
HIPAAIdentifierMatch[]	getHIPAAIdentifiers()	Returns the a set of potential HIPAA identifiers.
HIPAAIdentifierMatch[]	getHIPAAIdentifiers(double threshold)	Returns the a set of potential HIPAA identifiers.
RiskEstimateBuilderInterruptible	getInterruptibleInstance()	Returns an interruptible instance of this object.
RiskModelPopulationUniqueness	getPopulationBasedUniquenessRisk()	Returns a class providing population-based uniqueness estimates
RiskModelSampleRisks	getSampleBasedReidentificationRisk()	Returns a class providing sample-based re-identification risk estimates
RiskModelSampleRiskDistribution	getSampleBasedRiskDistribution()	Returns a class representing the distribution of prosecutor risks in the sample
RiskModelSampleSummary	getSampleBasedRiskSummary(double threshold)	Returns a risk summary
RiskModelSampleSummary	getSampleBasedRiskSummary(double threshold, String suppressed)	Returns a risk summary
RiskModelSampleWildcard	getSampleBasedRiskSummaryWildcard(double threshold)	Returns a risk summary, using wildcard matching. "*" will be interpreted as a wildcard
RiskModelSampleWildcard	getSampleBasedRiskSummaryWildcard(double threshold, String wildcard)	Returns a risk summary, using wildcard matching
RiskModelSampleUniqueness	getSampleBasedUniquenessRisk()	Returns a class providing sample-based uniqueness estimates

Von Klasse geerbte Methoden java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Konstruktordetails

RiskEstimateBuilder

public RiskEstimateBuilder(ARXPopulationModel population,
 DataHandleInternal handle,
 RiskModelHistogram classes,
 ARXConfiguration arxconfig)

Creates a new instance

Parameter:

population -

handle -

classes -

RiskEstimateBuilder

public RiskEstimateBuilder(ARXPopulationModel population,
 DataHandleInternal handle,
 RiskModelHistogram classes,
 ARXSolverConfiguration solverconfig,
 ARXConfiguration arxconfig)

Creates a new instance

Parameter:

population -

handle -

classes -

solverconfig -

RiskEstimateBuilder

public RiskEstimateBuilder(ARXPopulationModel population,
 DataHandleInternal handle,
 Set<String> identifiers,
 ARXConfiguration arxconfig)

Creates a new instance

Parameter:

population -

handle -

identifiers -

RiskEstimateBuilder

public RiskEstimateBuilder(ARXPopulationModel population,
 DataHandleInternal handle,
 Set<String> identifiers,
 ARXSolverConfiguration solverconfig,
 ARXConfiguration arxconfig)

Creates a new instance

Parameter:

population -

handle -

identifiers -

solverconfig -

Methodendetails

getAttributeRisks

public RiskModelAttributes getAttributeRisks()

Returns a class providing access to an analysis of potential quasi-identifiers using the concepts of alpha distinction and alpha separation.

Gibt zurück:

the RiskModelAttributes data from risk analysis

getEquivalenceClassModel

public RiskModelHistogram getEquivalenceClassModel()

Returns a model of the equivalence classes in this data set

Gibt zurück:

getHIPAAIdentifiers

public HIPAAIdentifierMatch[] getHIPAAIdentifiers()

Returns the a set of potential HIPAA identifiers. Values are matched with a confidence threshold of 50%

Gibt zurück:

getHIPAAIdentifiers

public HIPAAIdentifierMatch[] getHIPAAIdentifiers(double threshold)

Returns the a set of potential HIPAA identifiers. Values are matched with the given confidence threshold.

Parameter:

threshold - Confidence threshold

Gibt zurück:

getInterruptibleInstance

public RiskEstimateBuilderInterruptible getInterruptibleInstance()

Returns an interruptible instance of this object.

Gibt zurück:

getPopulationBasedUniquenessRisk

public RiskModelPopulationUniqueness getPopulationBasedUniquenessRisk()

Returns a class providing population-based uniqueness estimates

Gibt zurück:

getSampleBasedReidentificationRisk

public RiskModelSampleRisks getSampleBasedReidentificationRisk()

Returns a class providing sample-based re-identification risk estimates

Gibt zurück:

getSampleBasedRiskDistribution

public RiskModelSampleRiskDistribution getSampleBasedRiskDistribution()

Returns a class representing the distribution of prosecutor risks in the sample

Gibt zurück:

getSampleBasedRiskSummary

public RiskModelSampleSummary getSampleBasedRiskSummary(double threshold)

Returns a risk summary

Parameter:

threshold - Acceptable highest probability of re-identification for a single record. Please note that this threshold may be exceeded by up to 1% due to rounding issues.

Gibt zurück:

getSampleBasedRiskSummary

public RiskModelSampleSummary getSampleBasedRiskSummary(double threshold,
 String suppressed)

Returns a risk summary

Parameter:

threshold - Acceptable highest probability of re-identification for a single record. Please note that this threshold may be exceeded by up to 1% due to rounding issues.

suppressed -

Gibt zurück:

getSampleBasedRiskSummaryWildcard

public RiskModelSampleWildcard getSampleBasedRiskSummaryWildcard(double threshold)

Returns a risk summary, using wildcard matching. "*" will be interpreted as a wildcard

Parameter:

threshold - Acceptable highest probability of re-identification for a single record. Please note that this threshold may be exceeded by up to 1% due to rounding issues.

Gibt zurück:

getSampleBasedRiskSummaryWildcard

public RiskModelSampleWildcard getSampleBasedRiskSummaryWildcard(double threshold,
 String wildcard)

Returns a risk summary, using wildcard matching

Parameter:

threshold - Acceptable highest probability of re-identification for a single record. Please note that this threshold may be exceeded by up to 1% due to rounding issues.

wildcard - String to interpret as a wildcard

Gibt zurück:

getSampleBasedUniquenessRisk

public RiskModelSampleUniqueness getSampleBasedUniquenessRisk()

Returns a class providing sample-based uniqueness estimates

Gibt zurück: