This release of ART 1.7.1 provides updates to ART 1.7.

Added

Added wrapper Mp3CompressionPyTorch for Mp3Compression to make it compatible with PyTorch-specific attack implementations. (#1210)
Added new install option non-framework to setup.py to install all non-framework dependencies of ART. (#1209)
Added wrapper VideoCompressionPyTorch for VideoCompression to make it compatible with PyTorch-specific attack implementations. (#1210)

Changed

Changed Mp3Compression to add back reapplication of normalization to the compressed result. (#1210)
Changed KerasClassifier.fit to use batching provided by the method fit of the Keras model. (#1182)

[None]

Fixed bug of not passing user-provided device type, and instead always using default gpu, to standardisation preprocessor in all PyTorchEstimator by using user-provided device type. (#1223)
Fixed bug in method BaseEstimator.fit_generator for fitting generators in cases where preprocessing is defined to not apply preprocessing twice. (#1219)
Fixed bug in ImperceptibleASRPyTorch to prevent NaN loss value for batch size larger than 1 by removing unnecessary zero-padding. (#1198)
Fixed two bugs in OverTheAirFlickeringPyTorch by making sure that the regularization norms are computed over the whole batch of perturbations, rather than per sample's perturbation and second that the "roll" operations are performed over the batch samples, rather than over the frames. (#1192)
Fixed bug in SpectralSignatureDefense, that lead to rejections of all clean images, by correctly indexing the label data. (#1189)
Fixed bug of accidentally removed checks for apply_fit and apply_predict properties of framework-independent Preprocessor tools in PyTorchEstimator and TensorFlowV2Estimator. With the bug the Preprocessor tools were always applied in methods fit and predict independent of the values of apply_fit and apply_predict. (#1181)
Fixed bug in MembershipInferenceBlackBoxRemove.infer by removing unnecessary shuffling of the test data. (#1173)
Fixed bug in PixelAttack and ThresholdAttack by casting input data to correct dtype. (#1175)