pige2nd/adversarial-example

Crafting Adversarial Examples with PyTorch

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