A list of resources and step-by-step tutorial of theoretical foundations, basic implementations and deployment in research and industry for differential privacy and federated learning. You can use this guide for getting started with differntial privacy, as a reference guide or getting access to open-source easy-to-follow deployments.
A few of the top resources are listed here
- The Privacy Book by Cynthia DWork and Aaron Roth
- My Favorite Differential Privacy Course by Gautam Kamath
- Complexity of Differential Privacy
- Coming soon.
Feel free to contribute. Please include your name and your update while suggesting edits in your pull request.