PrivateWordEmbeddings

? Identity and Access Management knowledge for cloud platforms

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

Training PyTorch models with differential privacy

Master Federated Learning in 2 Hours—Run It on Your PC!

PostgreSQL database anonymization and synthetic data generation tool

Synthetic data generators for structured and unstructured text, featuring differentially private learning.

Synthetic Data SDK ?

Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )

Simulate a federated setting and run differentially private federated learning.

Paper notes and code for differentially private machine learning