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Distributed Hypothesis Testing with Privacy Constraints

We revisit the distributed hypothesis testing (or hypothesis testing with communication constraints) problem from the viewpoint of privacy. Instead of observing the raw data directly, the transmitter observes a sanitized or randomized version of it. We impose an upper bound on the mutual information...

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Detalles Bibliográficos
Autores principales: Gilani, Atefeh, Belhadj Amor, Selma, Salehkalaibar, Sadaf, Tan, Vincent Y. F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514967/
https://www.ncbi.nlm.nih.gov/pubmed/33267192
http://dx.doi.org/10.3390/e21050478