├── .bazelrc ├── .bazelversion ├── .clang-format ├── .github └── workflows │ ├── bazel.yml │ ├── go.yml │ └── maven.yml ├── .gitignore ├── BUILD ├── CMakeLists.txt ├── CONTRIBUTING.md ├── LICENSE ├── MODULE.bazel ├── README.md ├── WORKSPACE ├── cc ├── .bazelrc ├── .bazelversion ├── BUILD ├── CMakeLists.txt ├── MODULE.bazel ├── README.md ├── accounting │ ├── BUILD │ ├── README.md │ ├── accountant.cc │ ├── accountant.h │ ├── accountant_test.cc │ ├── common │ │ ├── BUILD │ │ ├── common.cc │ │ ├── common.h │ │ ├── common_test.cc │ │ ├── test_util.cc │ │ ├── test_util.h │ │ └── test_util_test.cc │ ├── convolution.cc │ ├── convolution.h │ ├── convolution_test.cc │ ├── example.cc │ ├── kiss_fft_wrapper.h │ ├── kiss_fft_wrapper_test.cc │ ├── kissfft │ │ └── BUILD.bazel │ ├── privacy_loss_distribution.cc │ ├── privacy_loss_distribution.h │ ├── privacy_loss_distribution_test.cc │ ├── privacy_loss_mechanism.cc │ ├── privacy_loss_mechanism.h │ └── privacy_loss_mechanism_test.cc ├── algorithms │ ├── BUILD │ ├── algorithm-stochastic-dp_test.cc │ ├── algorithm.h │ ├── algorithm_test.cc │ ├── approx-bounds-as-bounds-provider.h │ ├── approx-bounds-as-bounds-provider_test.cc │ ├── approx-bounds-provider.h │ ├── approx-bounds-provider_test.cc │ ├── approx-bounds.h │ ├── approx-bounds_test.cc │ ├── binary-search.h │ ├── binary-search_test.cc │ ├── bounded-algorithm.h │ ├── bounded-algorithm_test.cc │ ├── bounded-mean-ci-statistical_test.cc │ ├── bounded-mean.h │ ├── bounded-mean_test.cc │ ├── bounded-standard-deviation.h │ ├── bounded-standard-deviation_test.cc │ ├── bounded-sum.h │ ├── bounded-sum_test.cc │ ├── bounded-variance.h │ ├── bounded-variance_test.cc │ ├── bounds-provider.h │ ├── count.h │ ├── count_test.cc │ ├── distributions.cc │ ├── distributions.h │ ├── distributions_benchmark_test.cc │ ├── distributions_test.cc │ ├── gaussian-dp-calculator.cc │ ├── gaussian-dp-calculator.h │ ├── gaussian-dp-calculator_test.cc │ ├── internal │ │ ├── BUILD │ │ ├── bounded-mean-ci.cc │ │ ├── bounded-mean-ci.h │ │ ├── bounded-mean-ci_test.cc │ │ ├── clamped-calculation-without-bounds.h │ │ ├── clamped-calculation-without-bounds_test.cc │ │ ├── count-tree.cc │ │ ├── count-tree.h │ │ ├── count-tree_test.cc │ │ ├── gaussian-stddev-calculator.cc │ │ ├── gaussian-stddev-calculator.h │ │ └── gaussian-stddev-calculator_test.cc │ ├── numerical-mechanisms-testing.h │ ├── numerical-mechanisms-testing_test.cc │ ├── numerical-mechanisms.cc │ ├── numerical-mechanisms.h │ ├── numerical-mechanisms_test.cc │ ├── order-statistics.h │ ├── order-statistics_test.cc │ ├── partition-selection-testing.h │ ├── partition-selection.h │ ├── partition-selection_test.cc │ ├── quantile-tree.h │ ├── quantile-tree_test.cc │ ├── quantiles.h │ ├── quantiles_test.cc │ ├── rand.cc │ ├── rand.h │ ├── rand_test.cc │ ├── util.cc │ ├── util.h │ └── util_test.cc ├── base │ ├── BUILD │ ├── percentile.h │ ├── percentile_test.cc │ ├── status_macros.h │ ├── status_macros_test.cc │ └── testing │ │ ├── BUILD │ │ ├── proto_matchers.h │ │ ├── status_matchers.cc │ │ ├── status_matchers.h │ │ └── status_matchers_test.cc ├── docs │ ├── algorithms │ │ ├── README.md │ │ ├── algorithm.md │ │ ├── approx-bounds.md │ │ ├── bounded-algorithm.md │ │ ├── bounded-mean.md │ │ ├── bounded-sum.md │ │ ├── bounded-variance.md │ │ ├── count.md │ │ └── quantiles.md │ ├── index.md │ └── protos.md ├── postgres │ ├── BUILD │ ├── README.md │ ├── anon_func--1.0.0.sql │ ├── anon_func.cc │ ├── anon_func.control │ ├── docker │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── docker-entrypoint-initdb.d │ │ │ └── init-permissions.sh │ │ └── postgresql.conf.sample │ ├── dp_func.cc │ ├── dp_func.h │ ├── dp_func_test.cc │ ├── fruiteaten.csv │ ├── install_extension.sh │ ├── postgres.BUILD │ └── shirts.csv ├── proto │ ├── BUILD │ ├── util.h │ └── util_test.cc └── testing │ ├── BUILD │ ├── README.md │ ├── density_estimation.h │ ├── density_estimation_test.cc │ ├── quantile_tree_dp_test.cc │ ├── sequence.h │ ├── sequence_test.cc │ ├── statistical_tests_utils.cc │ ├── statistical_tests_utils.h │ ├── statistical_tests_utils_test.cc │ ├── stochastic_tester.h │ └── stochastic_tester_test.cc ├── common_docs ├── Delta_For_Thresholding.pdf ├── Differential_Privacy_Computations_In_Data_Pipelines.pdf ├── Differentially_Private_Quantile_Trees.pdf ├── Privacy_Loss_Distributions.pdf ├── Secure_Noise_Generation.pdf ├── attack_model.md ├── confidence_intervals.md ├── partition_selection.md ├── partition_selection_playground.ipynb └── pre_thresholding.md ├── differential_privacy.md ├── differential_privacy_deps.bzl ├── examples ├── cc │ ├── .bazelrc │ ├── .bazelversion │ ├── BUILD │ ├── MODULE.bazel │ ├── README.md │ ├── animals_and_carrots.cc │ ├── animals_and_carrots.csv │ ├── animals_and_carrots.h │ ├── animals_and_carrots_test.cc │ └── report_the_carrots.cc ├── go │ ├── README.md │ ├── data │ │ ├── day_data.csv │ │ ├── outliers_week_data.csv │ │ └── week_data.csv │ ├── go.mod │ ├── go.sum │ ├── img │ │ ├── partition_selection.png │ │ ├── sums_per_day.png │ │ ├── visits_per_day.png │ │ ├── visits_per_duration.png │ │ └── visits_per_hour.png │ ├── io_utils.go │ ├── main │ │ └── main.go │ ├── scenarios.go │ └── visit.go ├── java │ ├── .bazelrc │ ├── .bazelversion │ ├── BUILD │ ├── ContributionBoundingUtils.java │ ├── CountVisitsPerDay.java │ ├── CountVisitsPerHour.java │ ├── IOUtils.java │ ├── InputFilePath.java │ ├── MODULE.bazel │ ├── Main.java │ ├── README.md │ ├── RestaurantSchedule.java │ ├── SumRevenuePerDay.java │ ├── SumRevenuePerDayWithPreAggregation.java │ ├── Visit.java │ ├── VisitsForWeek.java │ ├── day_data.csv │ ├── img │ │ ├── counts_per_day.png │ │ ├── counts_per_hour.png │ │ ├── sum_per_day_w_preaggregation.png │ │ └── sums_per_day.png │ └── week_data.csv ├── pipelinedp4j │ ├── .bazelrc │ ├── .bazelversion │ ├── README.md │ ├── WORKSPACE.bazel │ ├── beam │ │ ├── pom.xml │ │ └── src │ │ │ └── main │ │ │ └── java │ │ │ └── com │ │ │ └── google │ │ │ └── privacy │ │ │ └── differentialprivacy │ │ │ └── pipelinedp4j │ │ │ └── examples │ │ │ ├── BUILD.bazel │ │ │ └── BeamExample.java │ ├── common │ │ ├── pom.xml │ │ └── src │ │ │ └── main │ │ │ └── java │ │ │ └── com │ │ │ └── google │ │ │ └── privacy │ │ │ └── differentialprivacy │ │ │ └── pipelinedp4j │ │ │ └── examples │ │ │ ├── BUILD.bazel │ │ │ ├── MovieMetrics.java │ │ │ └── MovieView.java │ ├── pom.xml │ └── spark │ │ ├── pom.xml │ │ └── src │ │ └── main │ │ └── java │ │ └── com │ │ └── google │ │ └── privacy │ │ └── differentialprivacy │ │ └── pipelinedp4j │ │ └── examples │ │ ├── BUILD.bazel │ │ ├── SparkDataFrameExample.java │ │ └── SparkExample.java └── zetasql │ ├── .bazelrc │ ├── .bazelversion │ ├── BUILD.bazel │ ├── MODULE.bazel │ ├── README.md │ ├── codelab.md │ ├── data │ ├── day_data.csv │ ├── outliers_week_data.csv │ └── week_data.csv │ └── img │ ├── sums_per_day.png │ ├── visits_per_day.png │ ├── visits_per_duration.png │ └── visits_per_hour.png ├── go ├── README.md ├── checks │ ├── checks.go │ └── checks_test.go ├── dpagg │ ├── aggregation_state.go │ ├── coders.go │ ├── count.go │ ├── count_confidence_interval_test.go │ ├── count_test.go │ ├── dpagg_test.go │ ├── helpers.go │ ├── helpers_test.go │ ├── mean.go │ ├── mean_confidence_interval_test.go │ ├── mean_test.go │ ├── quantiles.go │ ├── quantiles_test.go │ ├── select_partition.go │ ├── select_partition_test.go │ ├── standard_deviation.go │ ├── standard_deviation_test.go │ ├── sum.go │ ├── sum_confidence_interval_test.go │ ├── sum_test.go │ ├── variance.go │ └── variance_test.go ├── go.mod ├── go.sum ├── noise │ ├── gaussian_noise.go │ ├── gaussian_noise_test.go │ ├── laplace_noise.go │ ├── laplace_noise_test.go │ ├── noise.go │ ├── noise_test.go │ ├── secure_noise_math.go │ └── secure_noise_math_test.go ├── rand │ ├── rand.go │ └── rand_test.go └── stattestutils │ ├── stattestutils.go │ └── stattestutils_test.go ├── java ├── .bazelrc ├── .bazelversion ├── BUILD ├── MODULE.bazel ├── README.md ├── main │ └── com │ │ └── google │ │ └── privacy │ │ └── differentialprivacy │ │ ├── AggregationState.java │ │ ├── ApproximateBounds.java │ │ ├── BUILD │ │ ├── BoundedMean.java │ │ ├── BoundedQuantiles.java │ │ ├── BoundedSum.java │ │ ├── BoundedVariance.java │ │ ├── ConfidenceInterval.java │ │ ├── Count.java │ │ ├── DiscreteLaplaceNoise.java │ │ ├── DpPreconditions.java │ │ ├── GaussianNoise.java │ │ ├── LaplaceNoise.java │ │ ├── LongBoundedSum.java │ │ ├── Noise.java │ │ ├── PreAggSelectPartition.java │ │ ├── SamplingUtil.java │ │ ├── SecureNoiseMath.java │ │ ├── TestNoiseFactory.java │ │ ├── ZeroNoise.java │ │ └── testing │ │ ├── BUILD │ │ ├── ReferenceNoiseUtil.java │ │ ├── StatisticalTestsUtil.java │ │ └── VotingUtil.java ├── maven_install.json ├── pom.template └── tests │ └── com │ └── google │ └── privacy │ └── differentialprivacy │ ├── AllTests.java │ ├── ApproximateBoundsBuilderTest.java │ ├── ApproximateBoundsTest.java │ ├── BUILD │ ├── BoundedMeanBuilderTest.java │ ├── BoundedMeanConfidenceIntervalTest.java │ ├── BoundedMeanTest.java │ ├── BoundedQuantilesBuilderTest.java │ ├── BoundedQuantilesConfidenceIntervalTest.java │ ├── BoundedQuantilesTest.java │ ├── BoundedSumBiasTest.java │ ├── BoundedSumBuilderTest.java │ ├── BoundedSumConfidenceIntervalTest.java │ ├── BoundedSumTest.java │ ├── BoundedVarianceBuilderTest.java │ ├── BoundedVarianceTest.java │ ├── CountBiasTest.java │ ├── CountBuilderTest.java │ ├── CountConfidenceIntervalTest.java │ ├── CountTest.java │ ├── DiscreteLaplaceNoiseTest.java │ ├── GaussianNoiseConfidenceIntervalTest.java │ ├── GaussianNoiseQuantileTest.java │ ├── GaussianNoiseTest.java │ ├── LaplaceNoiseConfidenceIntervalTest.java │ ├── LaplaceNoiseQuantileTest.java │ ├── LaplaceNoiseTest.java │ ├── LongBoundedSumBiasTest.java │ ├── LongBoundedSumBuilderTest.java │ ├── LongBoundedSumConfidenceIntervalTest.java │ ├── LongBoundedSumTest.java │ ├── PreAggSelectPartitionTest.java │ ├── SamplingUtilTest.java │ ├── SecureNoiseMathTest.java │ ├── statistical │ ├── ApproximateBoundsDpTest.java │ ├── BUILD │ ├── BoundedMeanDpTest.java │ ├── BoundedQuantilesDpTest.java │ ├── BoundedSumDpTest.java │ ├── BoundedVarianceDpTest.java │ ├── CountDpTest.java │ ├── GaussianClosenessTest.java │ ├── LaplaceClosenessTest.java │ └── LongBoundedSumDpTest.java │ └── testing │ ├── ApproximateBoundsDpTestCasesValidityTest.java │ ├── BUILD │ ├── BoundedMeanDpTestCasesValidityTest.java │ ├── BoundedQuantilesDpTestCasesValidityTest.java │ ├── BoundedStdvDpTestCasesValidityTest.java │ ├── BoundedSumDpTestCasesValidityTest.java │ ├── CountDpTestCasesValidityTest.java │ ├── GaussianClosenessTestCasesValidityTest.java │ ├── LaplaceClosenessTestCasesValidityTest.java │ ├── LongBoundedSumDpTestCasesValidityTest.java │ ├── ReferenceNoiseUtilTest.java │ └── StatisticalTestsUtilTest.java ├── learning ├── .bazelversion ├── BUILD.bazel ├── MODULE.bazel ├── WORKSPACE ├── clustering │ ├── BUILD.bazel │ ├── README.md │ ├── __init__.py │ ├── central_privacy_utils.py │ ├── central_privacy_utils_test.py │ ├── clustering_algorithm.py │ ├── clustering_algorithm_test.py │ ├── clustering_params.py │ ├── clustering_params_test.py │ ├── coreset_params.py │ ├── coreset_params_test.py │ ├── default_clustering_params.py │ ├── default_clustering_params_test.py │ ├── demo │ │ ├── BUILD.bazel │ │ ├── __init__.py │ │ ├── clustering_demo.py │ │ ├── data_generation.py │ │ └── data_generation_test.py │ ├── lsh.py │ ├── lsh_test.py │ ├── lsh_tree.py │ ├── lsh_tree_test.py │ ├── plots │ │ ├── MNIST-embed_vary_k_loss.png │ │ ├── Synthetic_vary_k_loss.png │ │ ├── UCI-emissions_vary_k_loss.png │ │ └── UCI-letter_vary_k_loss.png │ ├── privacy_calculator.py │ ├── privacy_calculator_test.py │ ├── private_outputs.py │ ├── private_outputs_test.py │ └── test_utils.py ├── requirements.txt ├── requirements_lock.txt └── setup.py ├── pipelinedp4j ├── .bazelrc ├── .bazelversion ├── BUILD.bazel ├── README.md ├── WORKSPACE.bazel ├── main │ └── com │ │ └── google │ │ └── privacy │ │ └── differentialprivacy │ │ └── pipelinedp4j │ │ ├── api │ │ ├── AggregationBuilder.kt │ │ ├── AggregationSpec.kt │ │ ├── BUILD.bazel │ │ ├── BeamApi.kt │ │ ├── BudgetSpec.kt │ │ ├── ColumnsNames.kt │ │ ├── ContributionBoundingLevel.kt │ │ ├── ContributionBounds.kt │ │ ├── Extractors.kt │ │ ├── GroupsBalance.kt │ │ ├── GroupsType.kt │ │ ├── LocalApi.kt │ │ ├── NoiseKind.kt │ │ ├── Query.kt │ │ ├── QueryPerGroupResult.kt │ │ ├── SparkApi.kt │ │ ├── SparkDataFrameApi.kt │ │ ├── TestMode.kt │ │ ├── ValueAggregationsBuilder.kt │ │ └── VectorAggregationsBuilder.kt │ │ ├── beam │ │ ├── BUILD.bazel │ │ ├── BeamCollection.kt │ │ ├── BeamDpEngineFactory.kt │ │ ├── BeamEncoders.kt │ │ └── BeamTable.kt │ │ ├── core │ │ ├── BUILD.bazel │ │ ├── Combiners.kt │ │ ├── ComputationalGraph.kt │ │ ├── ContributionSampler.kt │ │ ├── CoreTypes.kt │ │ ├── DataExtractors.kt │ │ ├── DpEngine.kt │ │ ├── DpFunctionsParams.kt │ │ ├── Encoders.kt │ │ ├── FrameworkCollection.kt │ │ ├── FrameworkTable.kt │ │ ├── NoPrivacySampler.kt │ │ ├── PartitionAndPerPartitionSampler.kt │ │ ├── PartitionSampler.kt │ │ ├── PerPartitionContributionsSampler.kt │ │ ├── PrivatePartitions.kt │ │ ├── PublicPartitions.kt │ │ └── budget │ │ │ ├── AllocatedBudget.kt │ │ │ ├── BUILD.bazel │ │ │ ├── BudgetAccountant.kt │ │ │ └── BudgetSpec.kt │ │ ├── dplibrary │ │ ├── BUILD.bazel │ │ ├── NoiseFactories.kt │ │ └── PreAggregationPartitionSelectionFactory.kt │ │ ├── local │ │ ├── BUILD.bazel │ │ ├── LocalCollection.kt │ │ ├── LocalDpEngineFactory.kt │ │ ├── LocalEncoderFactory.kt │ │ └── LocalTable.kt │ │ ├── proto │ │ ├── BUILD.bazel │ │ ├── accumulators.proto │ │ └── dpaggregates.proto │ │ └── spark │ │ ├── BUILD.bazel │ │ ├── SparkCollection.kt │ │ ├── SparkDpEngineFactory.kt │ │ ├── SparkEncoders.kt │ │ └── SparkTable.kt ├── pom.template └── tests │ └── com │ └── google │ └── privacy │ └── differentialprivacy │ └── pipelinedp4j │ ├── api │ ├── ApiTests.kt │ ├── BUILD.bazel │ ├── BeamApiTest.kt │ ├── LocalApiTest.kt │ ├── SparkApiTest.kt │ ├── SparkDataFrameApiTest.kt │ └── TestDataRow.kt │ ├── beam │ ├── BUILD.bazel │ ├── BeamCollectionTest.kt │ ├── BeamEncodersTest.kt │ ├── BeamTableTest.kt │ └── BeamTests.kt │ ├── core │ ├── BUILD.bazel │ ├── CompoundCombinerTest.kt │ ├── CoreTests.kt │ ├── CountCombinerTest.kt │ ├── DataExtractorsTest.kt │ ├── DpEngineTest.kt │ ├── DpEngineTestFactory.kt │ ├── DpFunctionsParamsTest.kt │ ├── EndToEndTest.kt │ ├── ExactPrivacyIdCountCombinerTest.kt │ ├── MeanCombinerTest.kt │ ├── NoPrivacySamplerTest.kt │ ├── PartitionAndPerPartitionSamplerTest.kt │ ├── PartitionSamplerTest.kt │ ├── PartitionSamplerWithoutValuesTest.kt │ ├── PerPartitionContributionsSamplerTest.kt │ ├── PostAggregationPartitionSelectionCombinerTest.kt │ ├── PrivacyIdCombinerTest.kt │ ├── PrivatePartitionsComputationalGraphTest.kt │ ├── PrivatePartitionsTest.kt │ ├── PublicPartitionsComputationalGraphTest.kt │ ├── PublicPartitionsTest.kt │ ├── QuantilesCombinerTest.kt │ ├── SelectPartitionsComputationalGraphTest.kt │ ├── StageNameUtilsTest.kt │ ├── SumCombinerTest.kt │ ├── TestDataTypes.kt │ ├── VarianceCombinerTest.kt │ ├── VectorSumCombinerTest.kt │ └── budget │ │ ├── AbsoluteBudgetPerOpSpecTest.kt │ │ ├── BUILD.bazel │ │ ├── BudgetTests.kt │ │ ├── NaiveBudgetAccountantTest.kt │ │ ├── RelativeBudgetPerOpSpecTest.kt │ │ └── TotalBudgetTest.kt │ ├── local │ ├── BUILD.bazel │ ├── LocalCollectionTest.kt │ ├── LocalFrameworkTests.kt │ └── LocalTableTest.kt │ └── spark │ ├── BUILD.bazel │ ├── SparkCollectionTest.kt │ ├── SparkEncodersTest.kt │ ├── SparkTableTest.kt │ └── SparkTests.kt ├── privacy-on-beam ├── README.md ├── codelab │ ├── README.md │ ├── count.go │ ├── main │ │ ├── day_data.csv │ │ ├── main.go │ │ └── utils.go │ ├── mean.go │ ├── multiple.go │ ├── public_partitions.go │ ├── sum.go │ └── visit.go ├── docs │ └── Tolerance_Calculation.pdf ├── go.mod ├── go.sum ├── internal │ ├── generated │ │ └── generated_functions.go │ └── kv │ │ ├── kv.go │ │ └── kv_test.go ├── pbeam │ ├── aggregations.go │ ├── aggregations_test.go │ ├── coders.go │ ├── count.go │ ├── count_test.go │ ├── distinct_id.go │ ├── distinct_id_test.go │ ├── distinct_per_key.go │ ├── distinct_per_key_test.go │ ├── example_pbeamtest_test.go │ ├── example_test.go │ ├── mean.go │ ├── mean_test.go │ ├── no_noise.go │ ├── pardo.go │ ├── pardo_test.go │ ├── pbeam.go │ ├── pbeam_main_test.go │ ├── pbeam_test.go │ ├── pbeamtest │ │ ├── pbeamtest.go │ │ └── pbeamtest_test.go │ ├── public_partitions.go │ ├── public_partitions_test.go │ ├── quantiles.go │ ├── quantiles_test.go │ ├── select_partitions.go │ ├── select_partitions_test.go │ ├── sum.go │ ├── sum_test.go │ ├── testutils │ │ ├── testutils.go │ │ └── testutils_test.go │ ├── variance.go │ └── variance_test.go └── testdata │ ├── test.pb.go │ └── test.proto ├── proto ├── BUILD ├── accounting │ ├── BUILD │ └── privacy-loss-distribution.proto ├── confidence-interval.proto ├── data.proto ├── numerical-mechanism.proto ├── summary.proto └── testing │ ├── BUILD │ ├── approximate_bounds_dp_test_cases.textproto │ ├── bounded_mean_dp_test_cases.textproto │ ├── bounded_quantiles_dp_test_cases.textproto │ ├── bounded_stdv_dp_test_cases.textproto │ ├── bounded_sum_dp_test_cases.textproto │ ├── count_dp_test_cases.textproto │ ├── gaussian_closeness_test_cases.textproto │ ├── laplace_closeness_test_cases.textproto │ ├── long_bounded_sum_dp_test_cases.textproto │ └── statistical_tests.proto ├── python ├── dp_accounting │ ├── .bazelversion │ ├── BUILD.bazel │ ├── MANIFEST.in │ ├── MODULE.bazel │ ├── README.md │ ├── VERSION │ ├── WORKSPACE │ ├── dp_accounting │ │ ├── BUILD.bazel │ │ ├── __init__.py │ │ ├── dp_event.py │ │ ├── dp_event_builder.py │ │ ├── dp_event_builder_test.py │ │ ├── dp_event_test.py │ │ ├── gaussian_mechanism.py │ │ ├── gaussian_mechanism_test.py │ │ ├── mechanism_calibration.py │ │ ├── mechanism_calibration_test.py │ │ ├── pld │ │ │ ├── BUILD.bazel │ │ │ ├── __init__.py │ │ │ ├── accountant.py │ │ │ ├── accountant_test.py │ │ │ ├── common.py │ │ │ ├── common_test.py │ │ │ ├── pld_pmf.py │ │ │ ├── pld_pmf_test.py │ │ │ ├── pld_privacy_accountant.py │ │ │ ├── pld_privacy_accountant_test.py │ │ │ ├── privacy_loss_distribution.py │ │ │ ├── privacy_loss_distribution_basic_example.py │ │ │ ├── privacy_loss_distribution_test.py │ │ │ ├── privacy_loss_mechanism.py │ │ │ ├── privacy_loss_mechanism_test.py │ │ │ ├── test_util.py │ │ │ └── test_util_test.py │ │ ├── privacy_accountant.py │ │ ├── privacy_accountant_test.py │ │ └── rdp │ │ │ ├── BUILD.bazel │ │ │ ├── __init__.py │ │ │ ├── rdp_privacy_accountant.py │ │ │ └── rdp_privacy_accountant_test.py │ ├── requirements.txt │ ├── requirements_lock.txt │ └── setup.py └── dp_auditorium │ ├── .bazelversion │ ├── BUILD.bazel │ ├── MODULE.bazel │ ├── README.md │ ├── VERSION │ ├── WORKSPACE │ ├── dp_auditorium │ ├── BUILD.bazel │ ├── __init__.py │ ├── configs │ │ ├── BUILD.bazel │ │ ├── __init__.py │ │ ├── dataset_generator_config.py │ │ ├── mechanism_config.py │ │ ├── privacy_property.py │ │ ├── privacy_test_runner_config.py │ │ └── property_tester_config.py │ ├── examples │ │ ├── BUILD.bazel │ │ ├── pipelinedp_mean_mechanism_example.ipynb │ │ ├── run_mean_mechanism_example.ipynb │ │ ├── run_mean_mechanism_example.py │ │ └── run_mean_mechanism_example_test.py │ ├── generators │ │ ├── BUILD.bazel │ │ ├── __init__.py │ │ ├── classification_dataset_generator.py │ │ ├── classification_dataset_generator_test.py │ │ ├── constant_dataset_generator.py │ │ ├── constant_dataset_generator_test.py │ │ ├── pipeline_dp_vizier_dataset_generator.py │ │ ├── pipeline_dp_vizier_dataset_generator_test.py │ │ ├── vizier_dataset_generator.py │ │ └── vizier_dataset_generator_test.py │ ├── interfaces.py │ ├── mechanisms │ │ ├── BUILD.bazel │ │ ├── __init__.py │ │ ├── mean.py │ │ ├── mean_test.py │ │ ├── mechanisms_utils.py │ │ ├── noisy_max.py │ │ ├── noisy_max_test.py │ │ ├── pipeline_dp │ │ │ ├── aggregation.py │ │ │ └── aggregation_test.py │ │ ├── sparse_vector_technique.py │ │ └── sparse_vector_technique_test.py │ ├── privacy_test_runner.py │ ├── privacy_test_runner_test.py │ └── testers │ │ ├── BUILD.bazel │ │ ├── __init__.py │ │ ├── divergence_tester.py │ │ ├── divergence_tester_test.py │ │ ├── histogram_tester.py │ │ ├── histogram_tester_test.py │ │ ├── hockey_stick_tester.py │ │ ├── hockey_stick_tester_test.py │ │ ├── mmd_tester.py │ │ ├── mmd_tester_test.py │ │ ├── property_tester_utils.py │ │ ├── property_tester_utils_test.py │ │ ├── renyi_tester.py │ │ └── renyi_tester_test.py │ ├── requirements.in │ ├── requirements.txt │ └── setup.py └── third_party └── cephes ├── BUILD ├── LICENSE ├── inverse_gaussian_cdf.cc ├── inverse_gaussian_cdf.h └── inverse_gaussian_cdf_test.cc /.bazelrc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/google/differential-privacy/HEAD/.bazelrc 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