/* * ARX: Powerful Data Anonymization * Copyright 2012 - 2017 Fabian Prasser, Florian Kohlmayer and contributors * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package org.deidentifier.arx.criteria; import org.deidentifier.arx.ARXConfiguration; /** * An abstract base class for l-diversity criteria * Published in: * Machanavajjhala A, Kifer D, Gehrke J. * l-diversity: Privacy beyond k-anonymity. * Transactions on Knowledge Discovery from Data (TKDD). 2007;1(1):3. * * @author Fabian Prasser * @author Florian Kohlmayer */ public abstract class LDiversity extends ExplicitPrivacyCriterion { /** SVUID */ private static final long serialVersionUID = 6429149925699964530L; /** The parameter l. */ protected final double l; /** The derived minimal size of a class */ protected final int minSize; /** * * Creates a new instance. * * @param attribute * @param l * @param monotonicWithSuppression * @param monotonicWithGeneralization */ public LDiversity(String attribute, double l, boolean monotonicWithSuppression, boolean monotonicWithGeneralization) { super(attribute, monotonicWithSuppression, monotonicWithGeneralization); this.l = l; this.minSize = (int) Math.ceil(l); } /** * Returns the parameter l. * * @return */ public double getL() { return l; } @Override public int getMinimalClassSize() { return this.minSize; } @Override public int getRequirements() { // Requires a distribution, but nothing else return ARXConfiguration.REQUIREMENT_DISTRIBUTION; } /** * Return journalist risk threshold, 1 if there is none * @return */ public double getRiskThresholdJournalist() { return getRiskThresholdProsecutor(); } /** * Return marketer risk threshold, 1 if there is none * @return */ public double getRiskThresholdMarketer() { return getRiskThresholdProsecutor(); } /** * Return prosecutor risk threshold, 1 if there is none * @return */ public double getRiskThresholdProsecutor() { return 1d / minSize; } @Override public boolean isMinimalClassSizeAvailable() { return true; } }