Udacity Private AI

My write up for Facebook Secure and Private AI Udacity Scholarship

Roadmap

• Lesson 2: Intro to Pytorch
• Lesson 3: Introducing Differential Privacy
• Lesson 4: Evaluate the Privacy of a function
• Lesson 5: Introducing Local and Global Differential Privacy
• Lesson 6: Differential Privacy for Deep learning
• Lesson 7: Federated Learning
• Lesson 8: Securing Federated Learning
• Lesson 9: Encrypted Deep learning