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ART 0.4.0

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@ririnicolae ririnicolae released this 24 Jan 15:47

Added

  • Class art.classifiers.EnsembleClassifier: support for ensembles under Classifier interface
  • Module art.data_generators: data feeders for dynamic loading and augmentation for all frameworks
  • New function fit_generator to classifiers and adversarial trainer
  • C&W L_inf attack
  • Class art.defences.JpegCompression: JPEG compression as preprocessing defence
  • Class art.defences.ThermometerEncoding: thermometer encoding as preprocessing defence
  • Class art.defences.TotalVarMin: total variance minimization as preprocessing defence
  • Function art.utils.master_seed: setting master seed for random number generators
  • pylint for Travis

Changed

  • Restructure analyzers from poisoning module

Fixed

  • PyTorch classifier support on GPU