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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Bibliografiske detaljer
Udgivet i:Entropy (Basel)
Main Authors: Gilani, Atefeh, Belhadj Amor, Selma, Salehkalaibar, Sadaf, Tan, Vincent Y. F.
Format: Artigo
Sprog:Inglês
Udgivet: MDPI 2019
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7514967/
https://ncbi.nlm.nih.gov/pubmed/33267192
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e21050478
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