Differential Privacy: la nuova frontiera per il miglioramento della privacy

Differential Privacy: the new frontier in privacy enhancement

Abstract

In order to cope with the limitations of the data de-anonymisation process, Differential Privacy techniques allow for the anonymisation of data already in the acquisition phase, including a set of procedures designed to guarantee the security of any personal data contained in the datasets used for the training of artificial intelligence systems. Lastly, an analysis of the potential and limitations of the GDPR will be conducted, observing the US and New Zealand's application approach in a comparative key, within a comparison in which the New Zealand Privacy Act 2020 strikes a balance between the US modus operandi and the GDPR.

Keywords: Differential privacy; Anonymisation; New Zealand; USA; GDPR