Trusted-AI/adversarial-robustness-toolbox 0.2.0

ART 0.2.0

on GitHub

This release makes ART framework-independent. The following backends are now supported: TensorFlow, Keras and PyTorch.

Added

• New framework-independent Classifier interface
• Backend support for TensorFlow, Keras and PyTorch
• Basic interface for detecting adversarial samples (no concrete method implemented for now)
• Gaussian augmentation

Changed

• All attacks now fit the new Classifier interface

Fixed

• to_categorical utility function for unsqueezed labels
• Norms in CLEVER score
• Source code folder name to correct PyPI install

Removed

• hard-coded architectures for datasets / model types: CNN, ResNet, MLP