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cs.CR2024
An applied Perspective: Estimating the Differential Identifiability Risk of an Exemplary SOEP Data Set
Jonas Allmann, Saskia Nuñez von Voigt, Florian Tschorsch
Using real-world study data usually requires contractual agreements where research results may only be published in anonymized form. Requiring formal privacy guarantees, such as di…
cs.CR2024
From Theory to Comprehension: A Comparative Study of Differential Privacy and -Anonymity
Saskia Nuñez von Voigt, Luise Mehner, Florian Tschorsch
The notion of -differential privacy is a widely used concept of providing quantifiable privacy to individuals. However, it is unclear how to explain the level of priva…