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1. locuslab/perturbation_learning locuslab/perturbation_learning Public

   Learning perturbation sets for robust machine learning

   Python 64 9

2. locuslab/convex_adversarial locuslab/convex_adversarial Public

   A method for training neural networks that are provably robust to adversarial attacks.

   Python 380 83

3. locuslab/fast_adversarial locuslab/fast_adversarial Public

   [ICLR 2020] A repository for extremely fast adversarial training using FGSM

   Python 435 92

4. locuslab/robust_overfitting locuslab/robust_overfitting Public

   Python 155 29

5. locuslab/projected_sinkhorn locuslab/projected_sinkhorn Public

   Python 87 14

6. locuslab/newton_admm locuslab/newton_admm Public

   A Newton ADMM based solver for Cone programming.

   Python 38 7