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@jonasrauber jonasrauber released this 16 Jun 13:15
· 1595 commits to master since this release

Models

  • TensorFlow
  • PyTorch
  • Keras
  • Theano
  • Lasagne
  • and more

Attacks

  • GradientSignAttack (FGSM)
  • IterativeGradientSignAttack
  • GradientAttack
  • IterativeGradientAttack
  • LBFGSAttack
  • DeepFoolAttack
  • SaliencyMapAttack
  • GaussianBlurAttack
  • ContrastReductionAttack
  • SinglePixelAttack
  • LocalSearchAttack
  • SLSQPAttack
  • AdditiveUniformNoiseAttack
  • AdditiveGaussianNoiseAttack
  • SaltAndPepperNoiseAttack
  • and more

Criteria

  • Misclassification
  • TopKMisclassification
  • OriginalClassProbability
  • TargetClass
  • TargetClassProbability

Distances

  • MeanSquaredDistance (MSE)
  • MeanAbsoluteDistance