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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 377 84

  3. locuslab/fast_adversarial locuslab/fast_adversarial Public

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

    Python 418 92

  4. locuslab/robust_overfitting locuslab/robust_overfitting Public

    Python 153 29

  5. locuslab/projected_sinkhorn locuslab/projected_sinkhorn Public

    Python 85 14

  6. locuslab/newton_admm locuslab/newton_admm Public

    A Newton ADMM based solver for Cone programming.

    Python 38 7