Prof. Marek Klonowski (Wrocław University of Technology)
In the course of a mini tutorial, we will present the concepts and fundamental ideas about Differential Privacy.
Differential Privacy is a relatively new and very intensively developing concept of information security, which is of great importance for many global applications and, on the other hand, has a substantial impact on theoretical research.
We will present the basic mathematical concept based on the probability theory chosen basic algorithms and briefly discuss the most important applications, including AI methods.