Privacy-preserving data sharing via probabilistic modelling

Joonas Jälkö, Eemil Lagerspetz, Jari Haukka +3

Differential privacy allows quantifying privacy loss resulting from accessing sensitive personal data. Repeated accesses to underlying data incur increasing loss. Releasing data as…