This is a simple implementation of Federated Learning for classifying tabular data with Fuzzification Techniques and Differential Privacy.
- PyTorch 1.7.1
- NumPy 1.19.2
- pandas 1.2.0
- Download UCI Census Income Data Set (Adult)
- Run
Main.ipynb
[1] ✨Federated -Learning-with -with-Differential -Privacy✨
[2] ✨Cross Product Kernels on Fuzzy Sets for Fuzzy Set Similarity✨