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Java KAnonymity类代码示例

本文整理汇总了Java中org.deidentifier.arx.criteria.KAnonymity类的典型用法代码示例。如果您正苦于以下问题：Java KAnonymity类的具体用法？Java KAnonymity怎么用？Java KAnonymity使用的例子？那么恭喜您, 这里精选的类代码示例或许可以为您提供帮助。


KAnonymity类属于org.deidentifier.arx.criteria包，在下文中一共展示了KAnonymity类的15个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于系统推荐出更棒的Java代码示例。

示例1: main

import org.deidentifier.arx.criteria.KAnonymity; //导入依赖的package包/类
/**
 * Entry point.
 * 
 * @param args the arguments
 * @throws ParseException
 * @throws IOException
 * @throws NoSuchAlgorithmException 
 */
public static void main(String[] args) throws ParseException, IOException, NoSuchAlgorithmException {
    
    Data data = createData("adult");
    
    ARXAnonymizer anonymizer = new ARXAnonymizer();
    ARXConfiguration config = ARXConfiguration.create();
    config.addPrivacyModel(new KAnonymity(5));
    config.setMaxOutliers(1d);
    config.setQualityModel(Metric.createLossMetric());
    
    ARXResult result = anonymizer.anonymize(data, config);

    // Create certificate
    ARXCertificate certificate = ARXCertificate.create(data.getHandle(), data.getDefinition(),
                                                      config, result, result.getGlobalOptimum(), 
                                                      result.getOutput(),
                                                      new CSVSyntax());
    File file = File.createTempFile("arx", ".pdf");
    certificate.save(file);
    
    // Open
    if (Desktop.isDesktopSupported()) {
        Desktop.getDesktop().open(file);
    }
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:34，代码来源:Example53.java

示例2: getAnonymizedData

import org.deidentifier.arx.criteria.KAnonymity; //导入依赖的package包/类
/**
 * 2-Anonymizes the given data. No suppression allowed.
 *
 * @param data the data
 * @return the anonymized data
 */
private DataHandle getAnonymizedData(Data data) {
    final ARXAnonymizer anonymizer = new ARXAnonymizer();
    final ARXConfiguration config = ARXConfiguration.create();
    config.addPrivacyModel(new KAnonymity(2));
    config.setMaxOutliers(0d);
    config.setQualityModel(Metric.createLossMetric(AggregateFunction.RANK));
    
    ARXResult result = null;
    try {
        result = anonymizer.anonymize(data, config);
    } catch (IOException e) {
        e.printStackTrace();
    }
    final DataHandle outHandle = result.getOutput(false);
    return outHandle;
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:23，代码来源:TestRiskMetrics.java

示例3: cases

import org.deidentifier.arx.criteria.KAnonymity; //导入依赖的package包/类
/**
 * Returns the test cases.
 *
 * @return
 */
@Parameters(name = "{index}:[{0}]")
public static Collection<Object[]> cases() {
    return Arrays.asList(new Object[][] {
                                          /* 0 */{ new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createPrecomputedEntropyMetric(0.1d, true)).addPrivacyModel(new KAnonymity(5)), "./data/adult.csv", 255559.85455731067, new int[] { 1, 0, 1, 1, 3, 2, 2, 0, 1 }, false) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createPrecomputedEntropyMetric(0.1d, true)).addPrivacyModel(new KAnonymity(100)), "./data/adult.csv", 379417.3460570988, new int[] { 1, 1, 1, 1, 3, 2, 2, 1, 1 }, false) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(0.0d, Metric.createPrecomputedEntropyMetric(0.1d, true)).addPrivacyModel(new KAnonymity(5)), "./data/adult.csv", 407289.5388925293, new int[] { 1, 2, 1, 1, 3, 2, 2, 1, 1 }, false) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(0.0d, Metric.createPrecomputedEntropyMetric(0.1d, true)).addPrivacyModel(new KAnonymity(100)), "./data/adult.csv", 453196.8932458743, new int[] { 0, 4, 1, 1, 3, 2, 2, 1, 1 }, false) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createPrecomputedEntropyMetric(0.1d, true)).addPrivacyModel(new KAnonymity(5)), "./data/adult.csv", 255559.85455731067, new int[] { 1, 0, 1, 1, 3, 2, 2, 0, 1 }, true) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createPrecomputedEntropyMetric(0.1d, true)).addPrivacyModel(new KAnonymity(100)), "./data/adult.csv", 379417.3460570988, new int[] { 1, 1, 1, 1, 3, 2, 2, 1, 1 }, true) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createPrecomputedEntropyMetric(0.1d, false)).addPrivacyModel(new KAnonymity(5)), "./data/cup.csv", 1764006.4033760305, new int[] { 2, 4, 0, 1, 0, 4, 4, 4 }, false) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createPrecomputedEntropyMetric(0.1d, false)).addPrivacyModel(new KAnonymity(100)), "./data/cup.csv", 1994002.8308631124, new int[] { 3, 4, 1, 1, 0, 4, 4, 4 }, false) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(0.0d, Metric.createPrecomputedEntropyMetric(0.1d, false)).addPrivacyModel(new KAnonymity(5)), "./data/cup.csv", 2445878.424834677, new int[] { 4, 4, 1, 1, 1, 4, 4, 4 }, false) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(0.0d, Metric.createPrecomputedEntropyMetric(0.1d, false)).addPrivacyModel(new KAnonymity(100)), "./data/cup.csv", 2517471.5816586106, new int[] { 5, 4, 1, 0, 1, 4, 4, 4 }, false) },
                                          /* 10 */{ new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createPrecomputedEntropyMetric(0.1d, false)).addPrivacyModel(new KAnonymity(5)), "./data/cup.csv", 1764006.4033760305, new int[] { 2, 4, 0, 1, 0, 4, 4, 4 }, true) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createPrecomputedEntropyMetric(0.1d, false)).addPrivacyModel(new KAnonymity(100)), "./data/cup.csv", 2001343.4737485605, new int[] { 3, 4, 1, 1, 0, 1, 2, 1 }, true) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createDiscernabilityMetric(true)).addPrivacyModel(new KAnonymity(5)), "./data/fars.csv", 4469271.0, new int[] { 0, 2, 2, 2, 1, 2, 1, 0 }, false) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createDiscernabilityMetric(true)).addPrivacyModel(new KAnonymity(100)), "./data/fars.csv", 5.6052481E7, new int[] { 0, 2, 3, 3, 1, 2, 2, 2 }, false) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(0.0d, Metric.createDiscernabilityMetric(true)).addPrivacyModel(new KAnonymity(5)), "./data/fars.csv", 1.42377891E8, new int[] { 1, 2, 3, 3, 1, 2, 1, 2 }, false) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(0.0d, Metric.createDiscernabilityMetric(true)).addPrivacyModel(new KAnonymity(100)), "./data/fars.csv", 4.36925397E8, new int[] { 5, 2, 3, 3, 1, 2, 0, 2 }, false) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createDiscernabilityMetric(true)).addPrivacyModel(new KAnonymity(5)), "./data/fars.csv", 4469271.0, new int[] { 0, 2, 2, 2, 1, 2, 1, 0 }, true) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createDiscernabilityMetric(true)).addPrivacyModel(new KAnonymity(100)), "./data/fars.csv", 5.6052481E7, new int[] { 0, 2, 3, 3, 1, 2, 2, 2 }, true) },
    });
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:29，代码来源:TestAnonymizationKAnonymity.java

示例4: cases

import org.deidentifier.arx.criteria.KAnonymity; //导入依赖的package包/类
/**
 * Collection
 * @return
 */
@Parameters(name = "{index}:[{0}]")
public static Collection<Object[]> cases() {
    return Arrays.asList(new Object[][] {
        /* 0 */ { new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createDiscernabilityMetric(true)).addPrivacyModel(new OrderedDistanceTCloseness("occupation", 0.2d)).addPrivacyModel(new KAnonymity(5)), "occupation", "./data/adult.csv", "2712340.0", new int[] { 0, 0, 1, 1, 2, 2, 2, 0 }, false) },
        { new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createDiscernabilityMetric(true)).addPrivacyModel(new OrderedDistanceTCloseness("occupation", 0.2d)).addPrivacyModel(new KAnonymity(100)), "occupation", "./data/adult.csv", "1.9937246E7", new int[] { 1, 0, 1, 2, 3, 2, 2, 1 }, false) },
        { new ARXAnonymizationTestCase(ARXConfiguration.create(0.0d, Metric.createDiscernabilityMetric(true)).addPrivacyModel(new OrderedDistanceTCloseness("occupation", 0.1d)).addPrivacyModel(new KAnonymity(5)), "occupation", "./data/adult.csv", "9.786802E7", new int[] { 1, 1, 1, 2, 3, 2, 2, 1 }, false) },
        { new ARXAnonymizationTestCase(ARXConfiguration.create(0.0d, Metric.createDiscernabilityMetric(true)).addPrivacyModel(new OrderedDistanceTCloseness("occupation", 0.2d)).addPrivacyModel(new KAnonymity(100)), "occupation", "./data/adult.csv", "1.6231213E8", new int[] { 1, 4, 1, 1, 1, 2, 2, 1 }, false) },
        { new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createDiscernabilityMetric(true)).addPrivacyModel(new OrderedDistanceTCloseness("occupation", 0.05d)).addPrivacyModel(new KAnonymity(5)), "occupation", "./data/adult.csv", "2.01413138E8", new int[] { 1, 4, 1, 0, 3, 2, 2, 0 }, true) },
        { new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createDiscernabilityMetric(true)).addPrivacyModel(new OrderedDistanceTCloseness("occupation", 0.2d)).addPrivacyModel(new KAnonymity(100)), "occupation", "./data/adult.csv", "1.9937246E7", new int[] { 1, 0, 1, 2, 3, 2, 2, 1 }, true) },
        { new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createPrecomputedEntropyMetric(0.1d, true)).addPrivacyModel(new OrderedDistanceTCloseness("Highest level of school completed", 0.25d)).addPrivacyModel(new KAnonymity(5)), "Highest level of school completed", "./data/atus.csv", "1999729.3356444335", new int[] { 0, 0, 0, 2, 1, 2, 2, 1 }, false) },
        { new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createPrecomputedEntropyMetric(0.1d, true)).addPrivacyModel(new OrderedDistanceTCloseness("Highest level of school completed", 0.2d)).addPrivacyModel(new KAnonymity(100)), "Highest level of school completed", "./data/atus.csv", "3663507.668427732", new int[] { 0, 3, 0, 1, 2, 2, 2, 0 }, false) },
        { new ARXAnonymizationTestCase(ARXConfiguration.create(0.0d, Metric.createPrecomputedEntropyMetric(0.1d, true)).addPrivacyModel(new OrderedDistanceTCloseness("Highest level of school completed", 0.2d)).addPrivacyModel(new KAnonymity(5)), "Highest level of school completed", "./data/atus.csv", "4657839.672179246", new int[] { 0, 3, 0, 2, 2, 2, 2, 2 }, false) },
        { new ARXAnonymizationTestCase(ARXConfiguration.create(0.0d, Metric.createPrecomputedEntropyMetric(0.1d, true)).addPrivacyModel(new OrderedDistanceTCloseness("Highest level of school completed", 0.01d)).addPrivacyModel(new KAnonymity(100)), "Highest level of school completed", "./data/atus.csv", "7104624.912719078", new int[] { 1, 5, 1, 2, 2, 2, 2, 2 },false) },
        /* 10 */ { new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createPrecomputedEntropyMetric(0.1d, true)).addPrivacyModel(new OrderedDistanceTCloseness("Highest level of school completed", 0.2d)).addPrivacyModel(new KAnonymity(5)), "Highest level of school completed", "./data/atus.csv", "3303937.388063534", new int[] { 0, 4, 0, 0, 2, 0, 2, 0 }, true) },
        { new ARXAnonymizationTestCase(ARXConfiguration.create(0.04d, Metric.createPrecomputedEntropyMetric(0.1d, true)).addPrivacyModel(new OrderedDistanceTCloseness("Highest level of school completed", 0.3d)).addPrivacyModel(new KAnonymity(100)), "Highest level of school completed", "./data/atus.csv", "2659996.2572910236", new int[] { 0, 4, 0, 1, 1, 1, 2, 1 }, true) },
    });
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:22，代码来源:TestAnonymizationOrderedDistanceTCloseness.java

示例5: getResult

import org.deidentifier.arx.criteria.KAnonymity; //导入依赖的package包/类
/**
 * Performs anonymization and returns result.
 * 
 * @return
 * @throws IOException
 */
private ARXResult getResult() throws IOException {
    
    if (result == null) {

        // Data
        Data data = getData("adult");
        data.getDefinition().setAttributeType("marital-status", AttributeType.INSENSITIVE_ATTRIBUTE);
        data.getDefinition().setDataType("age", DataType.INTEGER);

        // Config
        ARXConfiguration config = ARXConfiguration.create();
        config.addPrivacyModel(new KAnonymity(5));
        config.setMaxOutliers(1d);

        ARXAnonymizer anonymizer = new ARXAnonymizer();
        result = anonymizer.anonymize(data, config);

    }
    return result;
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:27，代码来源:TestClassification.java

示例6: testSorting

import org.deidentifier.arx.criteria.KAnonymity; //导入依赖的package包/类
/**
 * Test case
 *
 * @throws IllegalArgumentException
 * @throws IOException
 */
@Test
public void testSorting() throws IllegalArgumentException, IOException {
    
    provider.createDataDefinition();
    final ARXAnonymizer anonymizer = new ARXAnonymizer();
    final ARXConfiguration config = ARXConfiguration.create();
    config.addPrivacyModel(new KAnonymity(2));
    config.setMaxOutliers(0d);
    
    final ARXResult result = anonymizer.anonymize(provider.getData(), config);
    final DataHandle outHandle = result.getOutput(false);
    final DataHandle inHandle = provider.getData().getHandle();
    inHandle.sort(true, 0);
    
    final String[][] inArray = iteratorToArray(inHandle.iterator());
    final String[][] resultArray = iteratorToArray(outHandle.iterator());
    
    final String[][] expected = { { "age", "gender", "zipcode" }, { "<50", "*", "816**" }, { "<50", "*", "819**" }, { "<50", "*", "816**" }, { "<50", "*", "819**" }, { ">=50", "*", "819**" }, { ">=50", "*", "819**" }, { ">=50", "*", "819**" } };
    
    final String[][] expectedIn = { { "age", "gender", "zipcode" }, { "34", "male", "81667" }, { "34", "female", "81931" }, { "45", "female", "81675" }, { "45", "male", "81931" }, { "66", "male", "81925" }, { "70", "female", "81931" }, { "70", "male", "81931" } };
    
    assertTrue(Arrays.deepEquals(inArray, expectedIn));
    assertTrue(Arrays.deepEquals(resultArray, expected));
    
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:32，代码来源:TestDataHandle.java

示例7: testAllAttributesIdentifying

import org.deidentifier.arx.criteria.KAnonymity; //导入依赖的package包/类
/**
 * Performs a test
 * 
 * @throws IOException
 */
@Test
public void testAllAttributesIdentifying() throws IOException {
    try {
        provider.createDataDefinition();
        final Data data = provider.getData();
        data.getDefinition().setAttributeType("age", AttributeType.IDENTIFYING_ATTRIBUTE);
        data.getDefinition().setAttributeType("gender", AttributeType.IDENTIFYING_ATTRIBUTE);
        data.getDefinition().setAttributeType("zipcode", AttributeType.IDENTIFYING_ATTRIBUTE);
        
        final ARXAnonymizer anonymizer = new ARXAnonymizer();
        final ARXConfiguration config = ARXConfiguration.create();
        config.addPrivacyModel(new KAnonymity(2));
        config.setMaxOutliers(0d);
        anonymizer.anonymize(provider.getData(), config);
        
    } catch (final IllegalArgumentException e) {
        return;
    }
    
    Assert.fail();
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:27，代码来源:TestAnonymization.java

示例8: testAllAttributesInsensitive

import org.deidentifier.arx.criteria.KAnonymity; //导入依赖的package包/类
/**
 * Performs a test
 *
 * @throws IOException
 */
@Test
public void testAllAttributesInsensitive() throws IOException {
    try {
        provider.createDataDefinition();
        final Data data = provider.getData();
        data.getDefinition().setAttributeType("age", AttributeType.INSENSITIVE_ATTRIBUTE);
        data.getDefinition().setAttributeType("gender", AttributeType.INSENSITIVE_ATTRIBUTE);
        data.getDefinition().setAttributeType("zipcode", AttributeType.INSENSITIVE_ATTRIBUTE);
        
        final ARXAnonymizer anonymizer = new ARXAnonymizer();
        final ARXConfiguration config = ARXConfiguration.create();
        config.addPrivacyModel(new KAnonymity(2));
        config.setMaxOutliers(0d);
        anonymizer.anonymize(provider.getData(), config);
        
    } catch (final IllegalArgumentException e) {
        return;
    }
    
    Assert.fail();
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:27，代码来源:TestAnonymization.java

示例9: testAllAttributesSensitive

import org.deidentifier.arx.criteria.KAnonymity; //导入依赖的package包/类
/**
 * Performs a test
 *
 * @throws IOException
 */
@Test
public void testAllAttributesSensitive() throws IOException {
    try {
        
        final ARXAnonymizer anonymizer = new ARXAnonymizer();
        provider.createDataDefinition();
        final Data data = provider.getData();
        data.getDefinition().setAttributeType("age", AttributeType.SENSITIVE_ATTRIBUTE);
        data.getDefinition().setAttributeType("gender", AttributeType.SENSITIVE_ATTRIBUTE);
        data.getDefinition().setAttributeType("zipcode", AttributeType.SENSITIVE_ATTRIBUTE);
        
        final ARXConfiguration config = ARXConfiguration.create();
        config.addPrivacyModel(new KAnonymity(2));
        config.setMaxOutliers(-0.2d);
        anonymizer.anonymize(provider.getData(), config);
    } catch (final IllegalArgumentException e) {
        return;
    }
    Assert.fail();
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:26，代码来源:TestAnonymization.java

示例10: testKAnonymizationWithoutOutliers

import org.deidentifier.arx.criteria.KAnonymity; //导入依赖的package包/类
/**
 * Performs a test
 *
 * @throws IOException
 */
@Test
public void testKAnonymizationWithoutOutliers() throws IOException {
    
    provider.createDataDefinition();
    
    final ARXAnonymizer anonymizer = new ARXAnonymizer();
    final ARXConfiguration config = ARXConfiguration.create();
    config.addPrivacyModel(new KAnonymity(2));
    config.setMaxOutliers(0d);
    final String[][] result = resultToArray(anonymizer.anonymize(provider.getData(), config));
    
    final String[][] expected = {
                                  { "age", "gender", "zipcode" },
                                  { "<50", "*", "816**" },
                                  { "<50", "*", "816**" },
                                  { ">=50", "*", "819**" },
                                  { ">=50", "*", "819**" },
                                  { "<50", "*", "819**" },
                                  { ">=50", "*", "819**" },
                                  { "<50", "*", "819**" } };
                                  
    assertTrue(Arrays.deepEquals(result, expected));
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:29，代码来源:TestAnonymization.java

示例11: testMoreThanOneAttributeSensitive

import org.deidentifier.arx.criteria.KAnonymity; //导入依赖的package包/类
/**
 * Performs a test
 *
 * @throws IOException
 */
@Test
public void testMoreThanOneAttributeSensitive() throws IOException {
    
    try {
        
        final ARXAnonymizer anonymizer = new ARXAnonymizer();
        provider.createDataDefinition();
        final Data data = provider.getData();
        data.getDefinition().setAttributeType("gender", AttributeType.SENSITIVE_ATTRIBUTE);
        data.getDefinition().setAttributeType("zipcode", AttributeType.SENSITIVE_ATTRIBUTE);
        
        final ARXConfiguration config = ARXConfiguration.create();
        config.addPrivacyModel(new KAnonymity(2));
        config.setMaxOutliers(0d);
        anonymizer.anonymize(data, config);
        
    } catch (final IllegalArgumentException e) {
        return;
    }
    Assert.fail();
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:27，代码来源:TestAnonymization.java

示例12: cases

import org.deidentifier.arx.criteria.KAnonymity; //导入依赖的package包/类
/**
 * Returns the test cases.
 * 
 * @return
 * @throws IOException
 */
@Parameters(name = "{index}:[{0}]")
public static Collection<Object[]> cases() throws IOException {
    return Arrays.asList(new Object[][] {
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(1d, Metric.createLossMetric(0.05d)).addPrivacyModel(new EntropyLDiversity("occupation", 5)), "./data/adult.csv", "occupation", -998962150) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(1d, Metric.createLossMetric(0.05d)).addPrivacyModel(new DistinctLDiversity("Highest level of school completed", 5)), "./data/atus.csv", "Highest level of school completed", 1662433089) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(1d, Metric.createLossMetric(0.05d)).addPrivacyModel(new RecursiveCLDiversity("Highest level of school completed", 4d, 3)), "./data/atus.csv", "Highest level of school completed", 1141779920) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(1d, Metric.createLossMetric(0.05d)).addPrivacyModel(new EqualDistanceTCloseness("occupation", 0.2d)).addPrivacyModel(new KAnonymity(5)), "./data/adult.csv", "occupation", 464405537) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(1d, Metric.createLossMetric(0.05d)).addPrivacyModel(new EqualDistanceTCloseness("occupation", 0.2d)).addPrivacyModel(new KAnonymity(100)), "./data/adult.csv", "occupation", -1306447515) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(1d, Metric.createLossMetric(0.05d)).addPrivacyModel(new KAnonymity(100)), "./data/adult.csv", "occupation", 484469846) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(1d, Metric.createLossMetric(0.05d)).addPrivacyModel(new KAnonymity(5)), "./data/adult.csv", "occupation", -1231665634) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(1d, Metric.createLossMetric(0.05d)).addPrivacyModel(new KMap(3, 0.01d, ARXPopulationModel.create(Region.USA), CellSizeEstimator.ZERO_TRUNCATED_POISSON)), "./data/adult.csv", "occupation", -715168499) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(1d, Metric.createLossMetric(0.05d)).addPrivacyModel(new KMap(1000, 0.01d, ARXPopulationModel.create(Region.USA), CellSizeEstimator.ZERO_TRUNCATED_POISSON)), "./data/adult.csv", "occupation", 2130163653) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(1d, Metric.createLossMetric(0.05d)).addPrivacyModel(new EDDifferentialPrivacy(1.0d, 1E-6d, DataGeneralizationScheme.create(GeneralizationDegree.MEDIUM_HIGH), true)), "./data/fars.csv", "", 482534106) },
                                          { new ARXAnonymizationTestCase(ARXConfiguration.create(1d, Metric.createLossMetric(0.05d)).addPrivacyModel(new DPresence(0.0, 0.2, DataSubset.create(Data.create("./data/fars.csv", StandardCharsets.UTF_8, ';'), Data.create("./data/fars_subset.csv", StandardCharsets.UTF_8, ';')))), "./data/fars.csv", "istatenum", 505248650) },
                                          
    });
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:24，代码来源:TestAnonymizationLocalRecoding.java

示例13: testEmptyDatasetWithAttributeDefinition

import org.deidentifier.arx.criteria.KAnonymity; //导入依赖的package包/类
/**
 * Performs a test.
 *
 * @throws IOException
 */
@Test
public void testEmptyDatasetWithAttributeDefinition() throws IOException {
    try {
        final ARXAnonymizer anonymizer = new ARXAnonymizer();
        final Data data = Data.create();
        
        data.getDefinition()
            .setAttributeType("age", AttributeType.IDENTIFYING_ATTRIBUTE);
        final ARXConfiguration config = ARXConfiguration.create();
        config.addPrivacyModel(new KAnonymity(2));
        config.setMaxOutliers(1.2d);
        anonymizer.anonymize(provider.getData(), config);
        
    } catch (final IllegalArgumentException e) {
        return;
    }
    Assert.fail();
    
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:25，代码来源:TestIllegalArguments.java

示例14: testEmptyDatasetWithoutAttributeDefinition

import org.deidentifier.arx.criteria.KAnonymity; //导入依赖的package包/类
/**
 * Performs a test.
 *
 * @throws IOException
 */
@Test
public void testEmptyDatasetWithoutAttributeDefinition() throws IOException {
    
    try {
        final ARXAnonymizer anonymizer = new ARXAnonymizer();
        final Data data = Data.create();
        
        final ARXConfiguration config = ARXConfiguration.create();
        config.addPrivacyModel(new KAnonymity(2));
        config.setMaxOutliers(1.2d);
        anonymizer.anonymize(data, config);
        
    } catch (final IllegalArgumentException e) {
        return;
    }
    Assert.fail();
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:23，代码来源:TestIllegalArguments.java

示例15: testEmptyDefinition

import org.deidentifier.arx.criteria.KAnonymity; //导入依赖的package包/类
/**
 * Performs a test.
 *
 * @throws IOException
 */
@Test
public void testEmptyDefinition() throws IOException {
    
    final ARXAnonymizer anonymizer = new ARXAnonymizer();
    try {
        final ARXConfiguration config = ARXConfiguration.create();
        config.addPrivacyModel(new KAnonymity(2));
        config.setMaxOutliers(1.2d);
        anonymizer.anonymize(provider.getData(), config);
        
    } catch (final IllegalArgumentException e) {
        return;
    }
    Assert.fail();
}
开发者ID:arx-deidentifier，项目名称:arx，代码行数:21，代码来源:TestIllegalArguments.java


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