The Role of Differential Privacy in Protecting Sensitive Information in the Era of Artificial Intelligence
Security Affairs
MARCH 7, 2025
A cornerstone in privacy-preserving data analytics introduced the concept of differential privacy, its mathematical basis, and how adding noise ensures privacy. Cynthia Dwork (2006) introduced the fundamental idea, established its mathematical basis, and illustrated how privacy guarantees can be attained by adding numerical work.
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