Algorithms with Differential Privacy

The course will give an introduction to differential privacy, with a focus on differential private combinatorial algorithms. In the first few weeks I will follow the book "The algorithmic foundations of differential privacy" by Dwork and Roth and the book "The complexity of differential privacy" by Salil Vadhan. In the last weeks I will teach advanced topics in differential privacy, such as local differential privacy and differential privacy under continual observation.