A. Either read Dwork's ICALP 2006 paper or watch her video lecture.
B. Read the PINQ paper.
1. If I randomly sample one record from a large database consisting of many records, and publish that record, would this be differentially private?
Prove or disprove this. (If you cannot give a formal proof, say why or why not).
2. Suppose
I have a very large database (e.g., containing ages of
all people living in Maryland), and I publish the
average age of all people in the database.
Intuitively, do you think this preserves users' privacy?
Is this differentially private?
Prove or disprove this. (If you cannot give a formal proof, say why or why not).
3. What do you think are the pros and cons of differential privacy?