Secure and Private AI from Facebook using PyTorch (a Udacity Course)
This course includes follwing lessons:
Lesson 1: Deep Learning with PyTorch
Lesson 2: Introducing Differential Privacy
Lesson 3: Evaluating the Privacy of a Function
Lesson 4: Introducing Local and Global Differential Privacy
Lesson 5: Differential Privacy for Deep Learning
Lesson 6: Federated Learning
Lesson 7: Securing Federated Learning
Lesson 8: Encrypted Deep Learning