Sarve: synthetic data and local differential privacy for private frequency estimation

The collection of user attributes by service providers is a double-edged sword. They are instrumental in driving statistical analysis to train more accurate predictive models like recommenders. The analysis of the collected user data includes frequency estimation for categorical attributes. Nonethel...

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Detalles Bibliográficos
Autores principales: Varma, Gatha, Chauhan, Ritu, Singh, Dhananjay
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Nature Singapore 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9345740/
https://www.ncbi.nlm.nih.gov/pubmed/35936976
http://dx.doi.org/10.1186/s42400-022-00129-6

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9345740/
https://www.ncbi.nlm.nih.gov/pubmed/35936976
http://dx.doi.org/10.1186/s42400-022-00129-6

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