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ART 0.2.0

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@ririnicolae ririnicolae released this 28 Jan 15:04

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