From k-anonymity to Differential Privacy: A Brief Introduction to Formal Privacy Models
Muhammad Imran Khan, Simon N. Foley, Barry O’Sullivan · HAL (Le Centre pour la Communication Scientifique Directe) · 2021
A number of formal privacy definitions also known as privacy models are presented when these definitions are followed then the anonymized data manifests some formal guarantees. There are several privacy definitions proposed in the literature including k-anonymity, differential privacy l-diversity, t-closeness so on and so forth. In this paper, we review some of the well-know formal privacy definitions.