@MadryLab

Madry Lab

Towards a Principled Science of Deep Learning

  • A challenge to explore adversarial robustness of neural networks on CIFAR10.

    Python 56 22 MIT Updated Oct 9, 2018
  • A challenge to explore adversarial robustness of neural networks on MNIST.

    Python 132 35 MIT Updated Oct 1, 2018
  • 2 MIT Updated Oct 1, 2018
  • Code for "There Is No Free Lunch In Adversarial Robustness (But There Are Unexpected Benefits)"

    Jupyter Notebook 21 5 Updated Sep 22, 2018
  • Investigating the robustness of state-of-the-art CNN architectures to simple spatial transformations.

    Python 10 1 MIT Updated Jul 2, 2018
  • A Neural Net Training Interface on TensorFlow

    Python 963 Apache-2.0 Updated Nov 12, 2017
  • Models and examples built with TensorFlow

    Python 25,929 Apache-2.0 Updated Nov 12, 2017
  • Computation using data flow graphs for scalable machine learning

    C++ 68,725 Apache-2.0 Updated Nov 11, 2017
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