Seminar for
DECISION MAKING – THEORY, TECHNOLOGY AND PRACTICE

PROGRAM

Predavanja možete pratiti i online putem MITEAM stranice Seminara Odlučivanje - teorija, tehnologija, praksa:
https://miteam.mi.sanu.ac.rs/asset/sEL32w8mjmruyeEqW

Plan rada Seminara Odlučivanje - teorija, tehnologija, praksa za DECEMBAR 2025.

Četvrtak, 04.12.2025. u 13:00, Online
Tamara Tagliavia, Mathematical Institute of the Serbian Academy of Sciences and Arts
FORMALIZING PRIVACY: A JOURNEY THROUGH K-ANONYMITY, DIFFERENTIAL PRIVACY, AND BEYOND
In the digital age, the concept of privacy has evolved from a social norm into a mathematically defined property of data. This talk explores the theoretical models that have shaped our understanding of data privacy over the past two decades. In the first part, we examine foundational approaches like k-anonymity, l-diversity, and t-closeness. These models provide intuitive mechanisms for anonymization but face some limitations in the presence of background knowledge. In the second part, we turn to more sophisticated models like inverse privacy, differential privacy, and contextual integrity. They extend the scope of privacy modeling beyond simple anonymization. Finally, we discuss the applications of these models.