ART 1.10.2

[beat-buesser]

This release of ART 1.10.2 provides updates to ART 1.10.

Added

[None]

Changed

• Changed PyTorchClassifier to use a new optimizer when cloned with clone_for_refitting (PyTorchClassifier: use a new optimizer for the cloned classifier #1580)
• Changed class names of art.estimators.gan.* and art.estimators.generator.* to follow naming convention (Update DGM poisoning attacks for TensorFlow dependency #1655)
• Changed Mp3CompressionPyTorch and PyTorchDeepSpeech to add support for samples in 2D non-object arrays (Mp3Compression defense bug fix - handle case when input is 2D but not an object array #1680, Add support for framework-specific preprocessing of object arrays #1702)
• Changed file name python_object_detector.py to pytorch_object_detector.py to follow naming convention (Rename python_object_detector.py to pytorch_object_detector.py #1687)
• Changed CarliniLInfMethod by adding argument for batch_size (Add argument batch_size to CarliniLInfMethod #1699).

Removed

[None]

Fixed

• Fixed required dependency on TensorFlow (Update DGM poisoning attacks for TensorFlow dependency #1655)
• Fixed bug in ImperceptibleASRPyTorch by adding missing .detach().cpu() and .cpu() calls (Imperceptible asr bug detach #1677)
• Fixed bug in art.estimators.certification.randomized_smoothing estimators to correctly apply Gaussian noise (Randomised smoothing fix #1678)
• Fixed bug in GaussianNoise the post-processing defence to keep number of dimensions constant during normalisation (fix: fixed np.sum in art/defences/postprocessor/gaussian_noise.py #1684)
• Fixed bug in RobustDPatch for channels first images to correctly un-transform loss gradients (Update RobustDPatch for channels first images #1693)
• Fixed bug in support for numpy arrays in logger of PoisoningAttackCleanLabelBackdoor (Support numpy arrays in logger of clean_label_backdoor_attack #1698)

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This discussion was created from the release Bump version to ART 1.10.2.