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ART 0.6.0

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@ririnicolae ririnicolae released this 13 Mar 08:03

Added

  • PixelDefend defense
  • Query-efficient black-box gradient estimates (NES)
  • A general wrapper for classifiers allowing to change their behaviour (see art/classifiers/wrapper.py)
  • 3D plot in visualization
  • Saver for PyTorchClassifier
  • Pickling for KerasClassifier
  • Representation for all classifiers

Changed

  • We now use pretrained models for unit tests (see art/utils.py, functions get_classifier_pt, get_classifier_kr, get_classifier_tf)
  • Keras models now accept any loss function

Removed

  • Detector abstract class. Detectors now directly extend Classifier

Thanking also our external contributors!
@AkashGanesan