CODE_OF_CONDUCT.md
CONTRIBUTING.md
LICENSE
MAINTAINERS.md
MANIFEST.in
PULL_REQUEST_TEMPLATE.md
README-cn.md
README.md
pyproject.toml
setup.cfg
setup.py
adversarial_robustness_toolbox.egg-info/PKG-INFO
adversarial_robustness_toolbox.egg-info/SOURCES.txt
adversarial_robustness_toolbox.egg-info/dependency_links.txt
adversarial_robustness_toolbox.egg-info/requires.txt
adversarial_robustness_toolbox.egg-info/top_level.txt
art/__init__.py
art/config.py
art/data_generators.py
art/exceptions.py
art/utils.py
art/visualization.py
art/attacks/__init__.py
art/attacks/attack.py
art/attacks/evasion/__init__.py
art/attacks/evasion/auto_attack.py
art/attacks/evasion/auto_projected_gradient_descent.py
art/attacks/evasion/boundary.py
art/attacks/evasion/carlini.py
art/attacks/evasion/decision_tree_attack.py
art/attacks/evasion/deepfool.py
art/attacks/evasion/dpatch.py
art/attacks/evasion/elastic_net.py
art/attacks/evasion/fast_gradient.py
art/attacks/evasion/feature_adversaries.py
art/attacks/evasion/frame_saliency.py
art/attacks/evasion/hclu.py
art/attacks/evasion/hop_skip_jump.py
art/attacks/evasion/iterative_method.py
art/attacks/evasion/newtonfool.py
art/attacks/evasion/pixel_threshold.py
art/attacks/evasion/saliency_map.py
art/attacks/evasion/shadow_attack.py
art/attacks/evasion/shapeshifter.py
art/attacks/evasion/simba.py
art/attacks/evasion/spatial_transformation.py
art/attacks/evasion/square_attack.py
art/attacks/evasion/targeted_universal_perturbation.py
art/attacks/evasion/universal_perturbation.py
art/attacks/evasion/virtual_adversarial.py
art/attacks/evasion/wasserstein.py
art/attacks/evasion/zoo.py
art/attacks/evasion/adversarial_patch/__init__.py
art/attacks/evasion/adversarial_patch/adversarial_patch.py
art/attacks/evasion/adversarial_patch/adversarial_patch_numpy.py
art/attacks/evasion/adversarial_patch/adversarial_patch_tensorflow.py
art/attacks/evasion/imperceptible_asr/__init__.py
art/attacks/evasion/imperceptible_asr/imperceptible_asr_pytorch.py
art/attacks/evasion/projected_gradient_descent/__init__.py
art/attacks/evasion/projected_gradient_descent/projected_gradient_descent.py
art/attacks/evasion/projected_gradient_descent/projected_gradient_descent_numpy.py
art/attacks/evasion/projected_gradient_descent/projected_gradient_descent_pytorch.py
art/attacks/evasion/projected_gradient_descent/projected_gradient_descent_tensorflow_v2.py
art/attacks/extraction/__init__.py
art/attacks/extraction/copycat_cnn.py
art/attacks/extraction/functionally_equivalent_extraction.py
art/attacks/extraction/knockoff_nets.py
art/attacks/inference/__init__.py
art/attacks/inference/attribute_inference/__init__.py
art/attacks/inference/attribute_inference/black_box.py
art/attacks/inference/attribute_inference/white_box_decision_tree.py
art/attacks/inference/attribute_inference/white_box_lifestyle_decision_tree.py
art/attacks/inference/membership_inference/__init__.py
art/attacks/inference/membership_inference/black_box.py
art/attacks/inference/membership_inference/black_box_rule_based.py
art/attacks/inference/model_inversion/__init__.py
art/attacks/inference/model_inversion/mi_face.py
art/attacks/poisoning/__init__.py
art/attacks/poisoning/adversarial_embedding_attack.py
art/attacks/poisoning/backdoor_attack.py
art/attacks/poisoning/feature_collision_attack.py
art/attacks/poisoning/poisoning_attack_svm.py
art/attacks/poisoning/perturbations/__init__.py
art/attacks/poisoning/perturbations/image_perturbations.py
art/classifiers/__init__.py
art/classifiers/scikitlearn/__init__.py
art/defences/__init__.py
art/defences/detector/__init__.py
art/defences/detector/evasion/__init__.py
art/defences/detector/evasion/detector.py
art/defences/detector/evasion/subsetscanning/__init__.py
art/defences/detector/evasion/subsetscanning/detector.py
art/defences/detector/evasion/subsetscanning/scanner.py
art/defences/detector/evasion/subsetscanning/scanningops.py
art/defences/detector/evasion/subsetscanning/scoring_functions.py
art/defences/detector/poison/__init__.py
art/defences/detector/poison/activation_defence.py
art/defences/detector/poison/clustering_analyzer.py
art/defences/detector/poison/ground_truth_evaluator.py
art/defences/detector/poison/poison_filtering_defence.py
art/defences/detector/poison/provenance_defense.py
art/defences/detector/poison/roni.py
art/defences/detector/poison/spectral_signature_defense.py
art/defences/postprocessor/__init__.py
art/defences/postprocessor/class_labels.py
art/defences/postprocessor/gaussian_noise.py
art/defences/postprocessor/high_confidence.py
art/defences/postprocessor/postprocessor.py
art/defences/postprocessor/reverse_sigmoid.py
art/defences/postprocessor/rounded.py
art/defences/preprocessor/__init__.py
art/defences/preprocessor/feature_squeezing.py
art/defences/preprocessor/gaussian_augmentation.py
art/defences/preprocessor/inverse_gan.py
art/defences/preprocessor/jpeg_compression.py
art/defences/preprocessor/label_smoothing.py
art/defences/preprocessor/mp3_compression.py
art/defences/preprocessor/pixel_defend.py
art/defences/preprocessor/preprocessor.py
art/defences/preprocessor/resample.py
art/defences/preprocessor/spatial_smoothing.py
art/defences/preprocessor/spatial_smoothing_pytorch.py
art/defences/preprocessor/spatial_smoothing_tensorflow.py
art/defences/preprocessor/thermometer_encoding.py
art/defences/preprocessor/variance_minimization.py
art/defences/preprocessor/video_compression.py
art/defences/trainer/__init__.py
art/defences/trainer/adversarial_trainer.py
art/defences/trainer/adversarial_trainer_fbf.py
art/defences/trainer/adversarial_trainer_fbf_pytorch.py
art/defences/trainer/adversarial_trainer_madry_pgd.py
art/defences/trainer/trainer.py
art/defences/transformer/__init__.py
art/defences/transformer/transformer.py
art/defences/transformer/evasion/__init__.py
art/defences/transformer/evasion/defensive_distillation.py
art/defences/transformer/poisoning/__init__.py
art/defences/transformer/poisoning/neural_cleanse.py
art/estimators/__init__.py
art/estimators/estimator.py
art/estimators/keras.py
art/estimators/mxnet.py
art/estimators/pytorch.py
art/estimators/scikitlearn.py
art/estimators/tensorflow.py
art/estimators/certification/__init__.py
art/estimators/certification/abstain.py
art/estimators/certification/neural_cleanse/__init__.py
art/estimators/certification/neural_cleanse/keras.py
art/estimators/certification/neural_cleanse/neural_cleanse.py
art/estimators/certification/randomized_smoothing/__init__.py
art/estimators/certification/randomized_smoothing/pytorch.py
art/estimators/certification/randomized_smoothing/randomized_smoothing.py
art/estimators/certification/randomized_smoothing/tensorflow.py
art/estimators/classification/GPy.py
art/estimators/classification/__init__.py
art/estimators/classification/blackbox.py
art/estimators/classification/catboost.py
art/estimators/classification/classifier.py
art/estimators/classification/detector_classifier.py
art/estimators/classification/ensemble.py
art/estimators/classification/keras.py
art/estimators/classification/lightgbm.py
art/estimators/classification/mxnet.py
art/estimators/classification/pytorch.py
art/estimators/classification/scikitlearn.py
art/estimators/classification/tensorflow.py
art/estimators/classification/xgboost.py
art/estimators/encoding/__init__.py
art/estimators/encoding/encoder.py
art/estimators/encoding/tensorflow.py
art/estimators/generation/__init__.py
art/estimators/generation/generator.py
art/estimators/generation/tensorflow.py
art/estimators/object_detection/__init__.py
art/estimators/object_detection/object_detector.py
art/estimators/object_detection/pytorch_faster_rcnn.py
art/estimators/object_detection/tensorflow_faster_rcnn.py
art/estimators/regression/__init__.py
art/estimators/regression/regressor.py
art/estimators/speech_recognition/__init__.py
art/estimators/speech_recognition/pytorch_deep_speech.py
art/estimators/speech_recognition/speech_recognizer.py
art/metrics/__init__.py
art/metrics/gradient_check.py
art/metrics/metrics.py
art/metrics/verification_decisions_trees.py
art/wrappers/__init__.py
art/wrappers/expectation.py
art/wrappers/query_efficient_bb.py
art/wrappers/wrapper.py
docs/Makefile
docs/conf.py
docs/index.rst
docs/make.bat
docs/guide/examples.rst
docs/guide/notebooks.rst
docs/guide/setup.rst
docs/images/adversarial_threats_art.png
docs/images/adversarial_threats_attacker.png
docs/images/art_lfai.png
docs/images/art_logo.png
docs/images/art_logo_3d_1.png
docs/modules/attacks.rst
docs/modules/data_generators.rst
docs/modules/defences.rst
docs/modules/estimators.rst
docs/modules/exceptions.rst
docs/modules/metrics.rst
docs/modules/utils.rst
docs/modules/wrappers.rst
docs/modules/attacks/evasion.rst
docs/modules/attacks/extraction.rst
docs/modules/attacks/poisoning.rst
docs/modules/attacks/inference/attribute_inference.rst
docs/modules/attacks/inference/membership_inference.rst
docs/modules/attacks/inference/model_inversion.rst
docs/modules/defences/detector_evasion.rst
docs/modules/defences/detector_evasion_subsetscanning.rst
docs/modules/defences/detector_poisoning.rst
docs/modules/defences/postprocessor.rst
docs/modules/defences/preprocessor.rst
docs/modules/defences/trainer.rst
docs/modules/defences/transformer_evasion.rst
docs/modules/defences/transformer_poisoning.rst
docs/modules/estimators/certification.rst
docs/modules/estimators/certification_neural_cleanse.rst
docs/modules/estimators/certification_randomized_smoothing.rst
docs/modules/estimators/classification.rst
docs/modules/estimators/classification_scikitlearn.rst
docs/modules/estimators/encoding.rst
docs/modules/estimators/generation.rst
docs/modules/estimators/object_detection.rst
docs/modules/estimators/regression.rst
docs/modules/estimators/speech_recognition.rst
docs/modules/tests/utils.rst
examples/README.md
examples/adversarial_training_FBF.py
examples/adversarial_training_cifar10.py
examples/adversarial_training_data_augmentation.py
examples/application_object_detection.py
examples/get_started_inverse_gan.py
examples/get_started_keras.py
examples/get_started_lightgbm.py
examples/get_started_mxnet.py
examples/get_started_pytorch.py
examples/get_started_scikit_learn.py
examples/get_started_tensorflow.py
examples/get_started_tensorflow_v2.py
examples/get_started_xgboost.py
examples/inverse_gan_author_utils.py
examples/mnist_cnn_features_level_fgsm.py
examples/mnist_cnn_fgsm.py
examples/mnist_poison_detection.py
examples/mnist_transferability.py
tests/__init__.py
tests/test_data_generators.py
tests/test_utils.py
tests/test_visualization.py
tests/utils.py
tests/attacks/__init__.py
tests/attacks/conftest.py
tests/attacks/test_adversarial_embedding.py
tests/attacks/test_adversarial_patch.py
tests/attacks/test_backdoor_attack.py
tests/attacks/test_carlini.py
tests/attacks/test_copycat_cnn.py
tests/attacks/test_decision_tree_attack.py
tests/attacks/test_deepfool.py
tests/attacks/test_elastic_net.py
tests/attacks/test_feature_collision.py
tests/attacks/test_functionally_equivalent_extraction.py
tests/attacks/test_hclu.py
tests/attacks/test_hop_skip_jump.py
tests/attacks/test_input_filter.py
tests/attacks/test_iterative_method.py
tests/attacks/test_knockoff_nets.py
tests/attacks/test_newtonfool.py
tests/attacks/test_pixel_attack.py
tests/attacks/test_poisoning_attack_svm.py
tests/attacks/test_projected_gradient_descent.py
tests/attacks/test_saliency_map.py
tests/attacks/test_shapeshifter.py
tests/attacks/test_simba.py
tests/attacks/test_spatial_transformation.py
tests/attacks/test_targeted_universal_perturbation.py
tests/attacks/test_threshold_attack.py
tests/attacks/test_universal_perturbation.py
tests/attacks/test_virtual_adversarial.py
tests/attacks/test_wasserstein.py
tests/attacks/test_zoo.py
tests/attacks/utils.py
tests/attacks/evasion/__init__.py
tests/attacks/evasion/test_auto_attack.py
tests/attacks/evasion/test_auto_projected_gradient_descent.py
tests/attacks/evasion/test_boundary.py
tests/attacks/evasion/test_dpatch.py
tests/attacks/evasion/test_fast_gradient.py
tests/attacks/evasion/test_feature_adversaries.py
tests/attacks/evasion/test_frame_saliency.py
tests/attacks/evasion/test_imperceptible_asr_pytorch.py
tests/attacks/evasion/test_shadow_attack.py
tests/attacks/evasion/test_square_attack.py
tests/attacks/inference/__init__.py
tests/attacks/inference/test_attribute_inference.py
tests/attacks/inference/test_membership_inference.py
tests/attacks/inference/test_model_inversion.py
tests/classifiersFrameworks/test_pytorch.py
tests/classifiersFrameworks/test_tensorflow.py
tests/defences/__init__.py
tests/defences/test_adversarial_trainer.py
tests/defences/test_adversarial_trainer_FBF.py
tests/defences/test_adversarial_trainer_madry_pgd.py
tests/defences/test_class_labels.py
tests/defences/test_defensive_distillation.py
tests/defences/test_feature_squeezing.py
tests/defences/test_gaussian_augmentation.py
tests/defences/test_gaussian_noise.py
tests/defences/test_high_confidence.py
tests/defences/test_label_smoothing.py
tests/defences/test_neural_cleanse.py
tests/defences/test_pixel_defend.py
tests/defences/test_reverse_sigmoid.py
tests/defences/test_rounded.py
tests/defences/test_thermometer_encoding.py
tests/defences/test_variance_minimization.py
tests/defences/detector/__init__.py
tests/defences/detector/evasion/__init__.py
tests/defences/detector/evasion/test_detector.py
tests/defences/detector/evasion/subsetscanning/__init__.py
tests/defences/detector/evasion/subsetscanning/test_detector.py
tests/defences/detector/poison/__init__.py
tests/defences/detector/poison/test_activation_defence.py
tests/defences/detector/poison/test_clustering_analyzer.py
tests/defences/detector/poison/test_ground_truth_evaluator.py
tests/defences/detector/poison/test_provenance_defence.py
tests/defences/detector/poison/test_roni.py
tests/defences/detector/poison/test_spectral_signature_defense.py
tests/defences/preprocessor/test_inverse_gan.py
tests/defences/preprocessor/test_jpeg_compression.py
tests/defences/preprocessor/test_mp3_compression.py
tests/defences/preprocessor/test_resample.py
tests/defences/preprocessor/test_spatial_smoothing.py
tests/defences/preprocessor/test_spatial_smoothing_pytorch.py
tests/defences/preprocessor/test_spatial_smoothing_tensorflow.py
tests/defences/preprocessor/test_video_compression.py
tests/estimators/__init__.py
tests/estimators/certification/__init__.py
tests/estimators/certification/test_randomized_smoothing.py
tests/estimators/classification/__init__.py
tests/estimators/classification/test_GPy.py
tests/estimators/classification/test_blackbox.py
tests/estimators/classification/test_catboost.py
tests/estimators/classification/test_classifier.py
tests/estimators/classification/test_deeplearning_common.json
tests/estimators/classification/test_deeplearning_common.py
tests/estimators/classification/test_deeplearning_specific.py
tests/estimators/classification/test_detector_classifier.py
tests/estimators/classification/test_ensemble.py
tests/estimators/classification/test_input_filter.py
tests/estimators/classification/test_lightgbm.py
tests/estimators/classification/test_scikitlearn.py
tests/estimators/classification/test_xgboost.py
tests/estimators/object_detection/__init__.py
tests/estimators/object_detection/test_tensorflow_faster_rcnn.py
tests/estimators/speech_recognition/__init__.py
tests/estimators/speech_recognition/test_pytorch_deep_speech.py
tests/metrics/__init__.py
tests/metrics/test_gradient_check.py
tests/metrics/test_metrics.py
tests/metrics/test_verification_decision_trees.py
tests/utils/test_utils.py
tests/wrappers/__init__.py
tests/wrappers/test_expectation.py
tests/wrappers/test_query_efficient_bb.py
tests/wrappers/test_wrapper.py