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.

Target group: Graduate students in computer science and mathematics.

Prerequisites: one advanced algorithms class

Evaluation: Student presentation and participation

Teaching format: Lectures

ECTS: 3 Year: 2023

Track segment(s):
Elective

Teacher(s):
Monika Henzinger

Teaching assistant(s):
Sricharan Arunapuram Rangaramanujam

If you want to enroll to this course, please click: REGISTER