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1. patchSmoothing patchSmoothing Public

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

   Python 17 3

2. DPA DPA Public

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

   Python 12 1

3. 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

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