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@MadryLab

Madry Lab

Towards a Principled Science of Deep Learning

Popular repositories

  1. A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.

    Jupyter Notebook 599 115

  2. A challenge to explore adversarial robustness of neural networks on MNIST.

    Python 555 149

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

    Python 353 124

  4. Datasets for the paper "Adversarial Examples are not Bugs, They Are Features"

    164 25

  5. Code for "Learning Perceptually-Aligned Representations via Adversarial Robustness"

    Jupyter Notebook 147 16

  6. Notebooks for reproducing the paper "Computer Vision with a Single (Robust) Classifier"

    Jupyter Notebook 111 21

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