Pinned Loading

1. mixed-privacy-forgetting mixed-privacy-forgetting Public

   Python

2. finite-field-nn finite-field-nn Public

   Finite Field basic NN representation from scratch

   Jupyter Notebook

3. cocktail-party-attack cocktail-party-attack Public

   The implementation of the paper "Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning using Independent Component Analysis"

   Python

4. mutual-information-lcc mutual-information-lcc Public

   Mutual information analysis when the LCC coefficients are released

   Jupyter Notebook 1

5. gd-takes-the-shortest-path-exp-implementation gd-takes-the-shortest-path-exp-implementation Public

   Implementation of the experiment mentioned in "Overparameterized Nonlinear Learning: Gradient Descent Takes the Shortest Path?" paper by Samet Oymak and Mahdi Soltanolkotabi using PyTorch

   Jupyter Notebook