The course will give an introduction to differential privacy, with a focus on differential private combinatorial algorithms. 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.
Target group: PhD students
Prerequisites: Background in theoretical computer science or mathematics.
Evaluation: Each students needs to write lecture notes for at least one class and present a research paper on differential privacy.
Teaching format: Lectures and student presentations
ECTS: 3 Year: 2024
Track segment(s):
Elective
Teacher(s):
Monika Henzinger
Teaching assistant(s):
Nikita Kalinin
- Teacher: Monika Henzinger
- Teaching Assistant: Nikita Kalinin