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Generating Adversarial Examples using PyTorch

imagenet_adv_examples.ipynb implements following methods for InceptionV3:

  • Fast Gradient Sign Method
  • Basic Iterative Method
  • Targeted FGSM
  • Iterative Targeted FGSM

If it fails to load this notebook, you can download it or view it online here.

MNIST_FGSM.ipynb implements:

  • Fast Gradient Sign Method for a model trained on MNIST

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