1. How is differential privacy different from a cryptographic definition of confidentiality?

2. Consider a database where each row corresponds to a (user, ad) pair for each time a user clicks on an ad. The database owner uses differential privacy to release statistics about this database. Does differential privacy hide that Alice is interested in ads for running shoes? Why or why not?