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1. invariance-smoothing invariance-smoothing Public

   The first dedicated robustness certificate for invariant models

   Jupyter Notebook 7

2. collective_robustness collective_robustness Public

   Implementation of "Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks"

   Jupyter Notebook 8 2

3. localized-smoothing localized-smoothing Public

   Implementation of "Localized Randomized Smoothing for Collective Robustness Certification"

   Python 1

4. group_equivariance_robustness group_equivariance_robustness Public

   Implementation of "Provable Adversarial Robustness for Group Equivariant Tasks"

   Jupyter Notebook 5

5. group_amplification group_amplification Public

   Unified Mechanism-Specific Amplification by Subsampling and Group Privacy Amplification

   Jupyter Notebook 3

6. dp_forecasting dp_forecasting Public

   Privacy Amplifiation by Structured Subsampling for Deep Differentially Private Time Series Forecasting

   Jupyter Notebook 4 1