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Crafting Adversarial Examples with PyTorch

License: GNU General Public License v3.0

Python 100.00%

adversarial-example's Introduction

adversarial-example

Crafting Adversarial Examples with PyTorch

craft.py - Contains crafting algorithms such as Fast Gradient Sign Method (FGSM) and Jacobian-based Saliency Map Approach (JSMA)

Fast Gradient Sign Method with MNIST Datset

  1. train_mnist.py - Train a model with the original MNIST
  2. `craft_mnist_fgsm.py' - Craft adversarial exmaples by using FGSM

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