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Latest commit ae4264f Oct 1, 2019

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.
  • Adversarial faces using FGSM against Facenet library (code): this example covers how to create adversarial faces using the fast gradient sign method over the Facenet library.

Additional dependencies

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

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