Notebooks¶

Jupyter notebooks with detailed case studies using ART can be found in directory notebooks on GitHub.

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art.attacks
art.attacks.evasion
art.attacks.extraction
art.attacks.inference.attribute_inference
art.attacks.inference.membership_inference
art.attacks.inference.model_inversion
art.attacks.inference.reconstruction
art.attacks.poisoning
art.defences
art.defences.detector.evasion
art.defences.detector.poison
art.defences.postprocessor
art.defences.preprocessor
art.defences.trainer
art.defences.transformer.evasion
art.defences.transformer.poisoning
art.estimators
art.estimators.certification
art.estimators.certification.deep_z
art.estimators.certification.interval
art.estimators.certification.randomized_smoothing
art.estimators.classification
art.estimators.classification.scikitlearn
art.estimators.encoding
art.estimators.gan
art.estimators.generation
art.estimators.object_detection
art.estimators.object_tracking
art.estimators.poison_mitigation
art.estimators.regression
art.estimators.regression.scikitlearn
art.estimators.speech_recognition
art.experimental.estimators
art.experimental.estimators.classification
art.evaluations
art.metrics
art.preprocessing
art.preprocessing.audio
art.preprocessing.expectation_over_transformation
art.preprocessing.standardisation_mean_std
art.data_generators
art.exceptions
art.summary_writer
art.utils
tests.utils

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