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madry_lab_challenges		madry_lab_challenges
nips17_adversarial_competition		nips17_adversarial_competition
robust_vision_benchmark		robust_vision_benchmark
README.md		README.md
ex_cifar10_tf.py		ex_cifar10_tf.py
linear_extrapolation_plot_example.py		linear_extrapolation_plot_example.py

README.md

Examples

CIFAR10 with FGSM using the TensorFlow backend (code): this tutorial covers how to train a CIFAR10 model using TensorFlow, craft adversarial examples using the fast gradient sign method, and make the model more robust to adversarial examples using adversarial training.

Additional dependencies

Besides the standard CleverHans dependencies, these examples also require wget.