Article Dans Une Revue IEEE Security and Privacy Magazine Année : 2026

Differential Privacy in Practice: Lessons Learned From 10 Years of Real-World Applications

Résumé

Differential privacy (DP) is a widespread data protection mechanism. However, its application in real-world scenarios has been challenging. To shed some light on this, we offer a critical analysis of 21 DP deployments by top-tier companies and institutions over the past decade.

Dates et versions

hal-05206295 , version 1 (11-08-2025)

Identifiants

Citer

Luis Del Vasto-Terrientes, David Sánchez, Josep Domingo-Ferrer. Differential Privacy in Practice: Lessons Learned From 10 Years of Real-World Applications. IEEE Security and Privacy Magazine, 2026, 24 (1), pp.6-15. ⟨10.1109/MSEC.2025.3578104⟩. ⟨hal-05206295⟩
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