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1. MadryLab/photoguard MadryLab/photoguard Public

   Raising the Cost of Malicious AI-Powered Image Editing

   Jupyter Notebook 570 45

2. smoothing-adversarial smoothing-adversarial Public

   Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"

   Python 223 39

3. MadryLab/robustness MadryLab/robustness Public

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

   Jupyter Notebook 917 181

4. libffcv/ffcv libffcv/ffcv Public

   FFCV: Fast Forward Computer Vision (and other ML workloads!)

   Python 2.9k 179

5. microsoft/unadversarial microsoft/unadversarial Public

   Official repository for our NeurIPS 2021 paper "Unadversarial Examples: Designing Objects for Robust Vision"

   Python 103 17