Natural differential privacy—a perspective on protection guarantees

We introduce “Natural” differential privacy (NDP)—which utilizes features of existing hardware architecture to implement differentially private computations. We show that NDP both guarantees strong bounds on privacy loss and constitutes a practical exception to no-free-lunch theorems on privacy. We...

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Detalles Bibliográficos
Autores principales: Altman, Micah, Cohen, Aloni
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Cryptography
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10557523/
https://www.ncbi.nlm.nih.gov/pubmed/37810366
http://dx.doi.org/10.7717/peerj-cs.1576

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10557523/
https://www.ncbi.nlm.nih.gov/pubmed/37810366
http://dx.doi.org/10.7717/peerj-cs.1576

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