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This release of ART 1.10.2 provides updates to ART 1.10.
Added
[None]
Changed
PyTorchClassifier
to use a new optimizer when cloned withclone_for_refitting
(PyTorchClassifier: use a new optimizer for the cloned classifier #1580)art.estimators.gan.*
andart.estimators.generator.*
to follow naming convention (Update DGM poisoning attacks for TensorFlow dependency #1655)Mp3CompressionPyTorch
andPyTorchDeepSpeech
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)python_object_detector.py
topytorch_object_detector.py
to follow naming convention (Rename python_object_detector.py to pytorch_object_detector.py #1687)CarliniLInfMethod
by adding argument forbatch_size
(Add argument batch_size to CarliniLInfMethod #1699).Removed
[None]
Fixed
ImperceptibleASRPyTorch
by adding missing.detach().cpu()
and.cpu()
calls (Imperceptible asr bug detach #1677)art.estimators.certification.randomized_smoothing
estimators to correctly apply Gaussian noise (Randomised smoothing fix #1678)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)RobustDPatch
for channels first images to correctly un-transform loss gradients (Update RobustDPatch for channels first images #1693)PoisoningAttackCleanLabelBackdoor
(Support numpy arrays in logger of clean_label_backdoor_attack #1698)This discussion was created from the release Bump version to ART 1.10.2.
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