What is DP?
What is privacy in first place?
What do we refer to privacy in ML?
What is the main difference between: PCA and PCA DP? Same with SGD vs SGD DP?
Why do we need DP?
What are the problems in Machine Learning in terms of privacy?
How to quantify privacy? Loss of privacy? Privacy budget?
Problems: