├── .bazelrc ├── BUILD ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── WORKSPACE ├── g3doc ├── README.md ├── build_docs.py ├── guide │ ├── _index.yaml │ ├── _toc.yaml │ ├── get_started.md │ ├── images │ │ └── getting-started-img.png │ └── measure_privacy.md └── tutorials │ ├── _toc.yaml │ ├── classification_privacy.ipynb │ └── privacy_report.ipynb ├── pip_tools ├── build_empirical_pip_package.sh ├── build_pip_package.sh ├── publish_empirical_pip_package.sh ├── publish_pip_package.sh ├── test_empirical_pip_package.sh └── test_pip_package.sh ├── requirements.txt ├── research ├── GDP_2019 │ ├── BUILD │ ├── adult_tutorial.py │ └── imdb_tutorial.py ├── README.md ├── audit_2020 │ ├── README.md │ ├── attacks.py │ ├── audit.py │ ├── audit_test.py │ ├── fmnist_audit.py │ └── mean_audit.py ├── dp_newton │ ├── README.md │ ├── run_privacy_utility │ └── src │ │ ├── dataset_loader.py │ │ ├── my_logistic_regression.py │ │ ├── opt_algs.py │ │ ├── print_results.py │ │ └── run.py ├── hyperparameters_2022 │ ├── README.md │ ├── figure7.py │ ├── figure7_default_values.py │ ├── lr_acc.json │ └── rdp_accountant.py ├── instahide_attack_2020 │ ├── README.md │ ├── step_1_create_graph.py │ ├── step_2_color_graph.py │ ├── step_3_second_graph.py │ ├── step_4_final_graph.py │ ├── step_5_reconstruct.py │ ├── step_6_adjust_color.py │ └── step_7_visualize.py ├── mi_lira_2021 │ ├── README.md │ ├── dataset.py │ ├── fprtpr.png │ ├── inference.py │ ├── plot.py │ ├── score.py │ ├── scripts │ │ ├── train_demo.sh │ │ └── train_demo_multigpu.sh │ └── train.py ├── mi_poison_2022 │ ├── README.md │ ├── fprtpr.png │ ├── logs │ │ └── .keep │ ├── plot_poison.py │ ├── scripts │ │ ├── train_demo.sh │ │ └── train_demo_multigpu.sh │ └── train_poison.py ├── neuracrypt_attack_2021 │ └── attack.py ├── pate_2017 │ ├── BUILD │ ├── README.md │ ├── aggregation.py │ ├── analysis.py │ ├── deep_cnn.py │ ├── input.py │ ├── metrics.py │ ├── train_student.py │ ├── train_student_mnist_250_lap_20_count_50_epochs_600.sh │ ├── train_teachers.py │ └── utils.py └── pate_2018 │ ├── BUILD │ ├── ICLR2018 │ ├── BUILD │ ├── README.md │ ├── download.py │ ├── generate_figures.sh │ ├── generate_table.sh │ ├── generate_table_data_independent.sh │ ├── plot_ls_q.py │ ├── plot_partition.py │ ├── plots_for_slides.py │ ├── rdp_bucketized.py │ ├── rdp_cumulative.py │ ├── smooth_sensitivity_table.py │ └── utility_queries_answered.py │ ├── README.md │ ├── core.py │ ├── core_test.py │ ├── smooth_sensitivity.py │ └── smooth_sensitivity_test.py ├── setup.py ├── setup_empirical.py ├── tensorflow_privacy ├── .bazelversion ├── BUILD ├── __init__.py ├── privacy │ ├── BUILD │ ├── __init__.py │ ├── analysis │ │ ├── BUILD │ │ ├── __init__.py │ │ ├── compute_dp_sgd_privacy.py │ │ ├── compute_dp_sgd_privacy_lib.py │ │ ├── compute_dp_sgd_privacy_test.py │ │ ├── compute_noise_from_budget.py │ │ ├── compute_noise_from_budget_lib.py │ │ ├── compute_noise_from_budget_test.py │ │ ├── gdp_accountant.py │ │ ├── tensor_buffer.py │ │ ├── tensor_buffer_eager_test.py │ │ ├── tensor_buffer_graph_test.py │ │ ├── tree_aggregation_accountant.py │ │ └── tree_aggregation_accountant_test.py │ ├── bolt_on │ │ ├── BUILD │ │ ├── README.md │ │ ├── __init__.py │ │ ├── losses.py │ │ ├── losses_test.py │ │ ├── models.py │ │ ├── models_test.py │ │ ├── optimizers.py │ │ └── optimizers_test.py │ ├── dp_query │ │ ├── BUILD │ │ ├── __init__.py │ │ ├── discrete_gaussian_query.py │ │ ├── discrete_gaussian_query_test.py │ │ ├── discrete_gaussian_utils.py │ │ ├── discrete_gaussian_utils_test.py │ │ ├── distributed_discrete_gaussian_query.py │ │ ├── distributed_discrete_gaussian_query_test.py │ │ ├── distributed_skellam_query.py │ │ ├── distributed_skellam_query_test.py │ │ ├── dp_query.py │ │ ├── dp_query_test.py │ │ ├── gaussian_query.py │ │ ├── gaussian_query_test.py │ │ ├── nested_query.py │ │ ├── nested_query_test.py │ │ ├── no_privacy_query.py │ │ ├── no_privacy_query_test.py │ │ ├── normalized_query.py │ │ ├── normalized_query_test.py │ │ ├── quantile_adaptive_clip_sum_query.py │ │ ├── quantile_adaptive_clip_sum_query_test.py │ │ ├── quantile_adaptive_clip_tree_query.py │ │ ├── quantile_adaptive_clip_tree_query_test.py │ │ ├── quantile_estimator_query.py │ │ ├── quantile_estimator_query_test.py │ │ ├── restart_query.py │ │ ├── restart_query_test.py │ │ ├── test_utils.py │ │ ├── tree_aggregation.py │ │ ├── tree_aggregation_query.py │ │ ├── tree_aggregation_query_test.py │ │ ├── tree_aggregation_test.py │ │ ├── tree_range_query.py │ │ └── tree_range_query_test.py │ ├── estimators │ │ ├── BUILD │ │ ├── __init__.py │ │ ├── binary_class_head.py │ │ ├── binary_class_head_test.py │ │ ├── dnn.py │ │ ├── dnn_test.py │ │ ├── head_utils.py │ │ ├── multi_class_head.py │ │ ├── multi_class_head_test.py │ │ ├── multi_label_head.py │ │ ├── multi_label_head_test.py │ │ ├── test_utils.py │ │ └── v1 │ │ │ ├── BUILD │ │ │ ├── __init__.py │ │ │ ├── dnn.py │ │ │ ├── dnn_test.py │ │ │ ├── head.py │ │ │ ├── head_test.py │ │ │ ├── linear.py │ │ │ └── linear_test.py │ ├── fast_gradient_clipping │ │ ├── BUILD │ │ ├── __init__.py │ │ ├── bert_encoder_utils.py │ │ ├── bert_encoder_utils_test.py │ │ ├── clip_grads.py │ │ ├── clip_grads_test.py │ │ ├── common_manip_utils.py │ │ ├── common_test_utils.py │ │ ├── gradient_clipping_utils.py │ │ ├── gradient_clipping_utils_test.py │ │ ├── layer_registry.py │ │ ├── noise_utils.py │ │ ├── noise_utils_test.py │ │ ├── registry_functions │ │ │ ├── BUILD │ │ │ ├── __init__.py │ │ │ ├── dense.py │ │ │ ├── dense_test.py │ │ │ ├── dense_tpu_test.py │ │ │ ├── einsum_dense.py │ │ │ ├── einsum_dense_test.py │ │ │ ├── einsum_dense_tpu_test.py │ │ │ ├── einsum_utils.py │ │ │ ├── einsum_utils_test.py │ │ │ ├── embedding.py │ │ │ ├── embedding_test.py │ │ │ ├── embedding_tpu_test.py │ │ │ ├── layer_normalization.py │ │ │ ├── layer_normalization_test.py │ │ │ ├── layer_normalization_tpu_test.py │ │ │ ├── multi_head_attention.py │ │ │ ├── multi_head_attention_test.py │ │ │ ├── multi_head_attention_tpu_test.py │ │ │ ├── nlp_on_device_embedding.py │ │ │ ├── nlp_on_device_embedding_test.py │ │ │ ├── nlp_on_device_embedding_tpu_test.py │ │ │ ├── nlp_position_embedding.py │ │ │ ├── nlp_position_embedding_test.py │ │ │ ├── nlp_position_embedding_tpu_test.py │ │ │ └── registry_function_utils.py │ │ └── type_aliases.py │ ├── keras_models │ │ ├── BUILD │ │ ├── __init__.py │ │ ├── dp_keras_model.py │ │ ├── dp_keras_model_distributed_test.py │ │ └── dp_keras_model_test.py │ ├── logistic_regression │ │ ├── BUILD │ │ ├── __init__.py │ │ ├── datasets.py │ │ ├── datasets_test.py │ │ ├── multinomial_logistic.py │ │ ├── multinomial_logistic_test.py │ │ ├── single_layer_softmax.py │ │ └── single_layer_softmax_test.py │ ├── membership_inference_attack │ │ ├── BUILD │ │ ├── README.md │ │ ├── __init__.py │ │ ├── data_structures.py │ │ ├── dataset_slicing.py │ │ ├── keras_evaluation.py │ │ ├── membership_inference_attack.py │ │ ├── models.py │ │ ├── plotting.py │ │ ├── privacy_report.py │ │ ├── seq2seq_mia.py │ │ └── tf_estimator_evaluation.py │ ├── optimizers │ │ ├── BUILD │ │ ├── __init__.py │ │ ├── clip_and_aggregate_gradients.py │ │ ├── clip_and_aggregate_gradients_test.py │ │ ├── dp_optimizer.py │ │ ├── dp_optimizer_eager_test.py │ │ ├── dp_optimizer_keras.py │ │ ├── dp_optimizer_keras_sparse.py │ │ ├── dp_optimizer_keras_sparse_distributed_test.py │ │ ├── dp_optimizer_keras_sparse_test.py │ │ ├── dp_optimizer_keras_test.py │ │ ├── dp_optimizer_keras_vectorized.py │ │ ├── dp_optimizer_test.py │ │ ├── dp_optimizer_vectorized.py │ │ └── dp_optimizer_vectorized_test.py │ ├── privacy_tests │ │ ├── BUILD │ │ ├── README.md │ │ ├── __init__.py │ │ ├── epsilon_lower_bound.py │ │ ├── epsilon_lower_bound_test.py │ │ ├── membership_inference_attack │ │ │ ├── BUILD │ │ │ ├── CONTRIBUTING.md │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── advanced_mia.py │ │ │ ├── advanced_mia_example.py │ │ │ ├── advanced_mia_test.py │ │ │ ├── codelab_roc_fig.png │ │ │ ├── codelabs │ │ │ │ ├── BUILD │ │ │ │ ├── README.md │ │ │ │ ├── codelab.ipynb │ │ │ │ ├── example.py │ │ │ │ ├── membership_probability_codelab.ipynb │ │ │ │ ├── third_party │ │ │ │ │ └── seq2seq_membership_inference │ │ │ │ │ │ ├── BUILD │ │ │ │ │ │ ├── LICENSE │ │ │ │ │ │ └── seq2seq_membership_inference_codelab.ipynb │ │ │ │ └── word2vec_codelab.ipynb │ │ │ ├── data_structures.py │ │ │ ├── data_structures_test.py │ │ │ ├── dataset_slicing.py │ │ │ ├── dataset_slicing_test.py │ │ │ ├── keras_evaluation.py │ │ │ ├── keras_evaluation_example.py │ │ │ ├── keras_evaluation_test.py │ │ │ ├── membership_inference_attack.py │ │ │ ├── membership_inference_attack_test.py │ │ │ ├── models.py │ │ │ ├── models_test.py │ │ │ ├── plotting.py │ │ │ ├── privacy_report.py │ │ │ ├── privacy_report_test.py │ │ │ ├── seq2seq_mia.py │ │ │ ├── seq2seq_mia_test.py │ │ │ ├── tf_estimator_evaluation.py │ │ │ ├── tf_estimator_evaluation_example.py │ │ │ ├── tf_estimator_evaluation_test.py │ │ │ └── utils_tensorboard.py │ │ ├── secret_sharer │ │ │ ├── BUILD │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── exposures.py │ │ │ ├── exposures_test.py │ │ │ ├── generate_secrets.py │ │ │ ├── generate_secrets_test.py │ │ │ ├── secret_sharer_example.ipynb │ │ │ └── secret_sharer_image_example.ipynb │ │ ├── utils.py │ │ ├── utils_test.py │ │ └── version.py │ └── sparsity_preserving_noise │ │ ├── BUILD │ │ ├── layer_registry.py │ │ ├── registry_functions │ │ ├── BUILD │ │ ├── embedding.py │ │ └── embedding_test.py │ │ ├── sparse_noise_utils.py │ │ ├── sparse_noise_utils_test.py │ │ └── type_aliases.py ├── v1 │ ├── BUILD │ └── __init__.py └── version.py └── tutorials ├── BUILD ├── README.md ├── bolton_tutorial.py ├── lm_dpsgd_tutorial.py ├── mnist_dpsgd_tutorial.py ├── mnist_dpsgd_tutorial_common.py ├── mnist_dpsgd_tutorial_eager.py ├── mnist_dpsgd_tutorial_keras.py ├── mnist_dpsgd_tutorial_keras_model.py ├── mnist_dpsgd_tutorial_tpu.py ├── 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