This repository contains some of my projects and files from the Facebook-Udacity Secure and Private AI Challenge I was selected by Facebook Artificial Intelligence team to participate in a challenge involving 6000 scholars around the world in using several methods and tools for building artificial intelligent projects that have data-privacy as an integral part of the projects.
- Deep Learning With Pytorch
- Differrential Privacy
- Evaluating the privacy of a function
- Introducing local and global privacy in a database or project.
- Federated Learning
- Securing federated learning
- Encrypted deep learning