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Popular repositories

  1. patchSmoothing patchSmoothing Public

    Code for the paper "(De)Randomized Smoothing for Certifiable Defense against Patch Attacks" by Alexander Levine and Soheil Feizi.

    Python 16 2

  2. randomizedAblation randomizedAblation Public

    Code for the paper "Robustness Certificates for Sparse Adversarial Attacks by Randomized Ablation" by Alexander Levine and Soheil Feizi.

    Python 10 3

  3. DPA DPA Public

    Code for the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks"

    Python 9 1

  4. wasserstein_smoothing wasserstein_smoothing Public

    Forked from locuslab/projected_sinkhorn

    Code for the paper "Wasserstein Smoothing: Certified Robustness against Wasserstein Adversarial Attacks" by Alexander Levine and Soheil Feizi.

    Python 5

  5. smoothingGenGaussian smoothingGenGaussian Public

    Smoothing with generalized Gaussian distributions

    Python 3 2

  6. smoothingSplittingNoise smoothingSplittingNoise Public

    Code for the paper "Improved, Deterministic Smoothing for L_1 Certified Robustness"

    Python 3