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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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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Entropy (Basel)
Prif Awduron: Gilani, Atefeh, Belhadj Amor, Selma, Salehkalaibar, Sadaf, Tan, Vincent Y. F.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI 2019
Pynciau:
Mynediad Ar-lein: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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