Differential Privacy in Practice: Lessons Learned From 10 Years of Real-World Applications
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.
Authors
- Luis Del Vasto-Terrientes (ORCID: https://orcid.org/0000-0003-0483-8559)
- David Sánchez (ORCID: https://orcid.org/0000-0001-7275-7887)
- Josep Domingo‐Ferrer (ORCID: https://orcid.org/0000-0001-7213-4962)
Institutions
- Universitat Rovira i Virgili (ES)
Publication Details
- Journal
- IEEE Security & Privacy
- Published
- 2025-08-04
- DOI
- https://doi.org/10.1109/msec.2025.3578104
- Citations
- 1
- Primary Topic
- Privacy-Preserving Technologies in Data
- Type
- article
- Field-Weighted Citation Impact
- 2.48