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.