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Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

Results 222 adversarial-robustness-toolbox issues
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# Description Add GRAPHITE attack (https://arxiv.org/pdf/2002.07088.pdf, https://github.com/ryan-feng/GRAPHITE) ## Type of change Please check all relevant options. - [ ] Improvement (non-breaking) - [ ] Bug fix (non-breaking) - [X] New...

enhancement

Adding a new poisoning attack based on the paper [Autoregressive Perturbations for Data Poisoning](https://arxiv.org/pdf/2206.03693.pdf)

enhancement

Preventing error `RuntimeError: tf.placeholder() is not compatible with eager execution.` # Description Please include a summary of the change, motivation and which issue is fixed. Any dependencies changes should also...

improvement

# Description Supporting Sleeper Agent Attack in TensorFlow framework Fixes # (issue) ## Type of change Please check all relevant options. - [ ] Improvement (non-breaking) - [ ] Bug...

enhancement

**Describe the bug** The Activation Defense part (art.defences.detector.poison.activation_defence.py) can not get the values before the last layer correctly **To Reproduce** ``` from art.defences.detector.poison.activation_defence import ActivationDefence from art.estimators.classification.pytorch import PyTorchClassifier from...

Bumps [torchaudio](https://github.com/pytorch/audio) from 0.12.0+cpu to 0.12.1. Release notes Sourced from torchaudio's releases. torchaudio 0.12.1 Release Note This is a minor release, which is compatible with PyTorch 1.12.1 and include small...

dependencies
python

Bumps [torchvision](https://github.com/pytorch/vision) from 0.13.0+cpu to 0.13.1. Release notes Sourced from torchvision's releases. Minor release This minor release bumps the pinned PyTorch version to v1.12.1 and contains some minor bug fixes....

dependencies
python

Updates the requirements on [numpy](https://github.com/numpy/numpy) to permit the latest version. Release notes Sourced from numpy's releases. v1.23.1 NumPy 1.23.1 Release Notes The NumPy 1.23.1 is a maintenance release that fixes...

dependencies
python

Bumps [scipy](https://github.com/scipy/scipy) from 1.8.1 to 1.9.0. Release notes Sourced from scipy's releases. SciPy 1.9.0 Release Notes SciPy 1.9.0 is the culmination of 6 months of hard work. It contains many...

dependencies
python

Use a different algorithm for norm=1, based on exponential distribution. # Description A sample point is generated by a L1-normalized vector (in dimenion nb_dims + 1) of IID unit-exponential variables,...

improvement