Privacy-Preserving Distributed Processing: Metrics, Bounds and Algorithms

Qiongxiu Li; Jaron Skovsted Gundersen; Richard Heusdens; Mads Grasboll Christensen

doi:10.1109/TIFS.2021.3050064

Privacy-Preserving Distributed Processing: Metrics, Bounds and Algorithms

Qiongxiu Li, Jaron Skovsted Gundersen, Richard Heusdens, Mads Grasboll Christensen

Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

17 Citationer (Scopus)

38 Downloads (Pure)

Originalsprog	Engelsk
Artikelnummer	9316966
Tidsskrift	I E E E Transactions on Information Forensics and Security
Vol/bind	16
Sider (fra-til)	2090-2103
Antal sider	14
ISSN	1556-6013
DOI	https://doi.org/10.1109/TIFS.2021.3050064
Status	Udgivet - 8 jan. 2021

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10.1109/TIFS.2021.3050064

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1 Afsluttet

SECURE: Secure Estimation and Control Using Recursion and Encryption
Wisniewski, R., Christensen, M. G., Andersen, A. O., Mannov, A., Geil, O. & Jessen, J. F.
01/04/2018 → 30/11/2021
Projekter: Projekt › Forskning

17 Citationer
1 Ph.d.-afhandling

Privacy-Preserving Distributed Processing Over Networks
Qiongxiu, L., 2021, Aalborg Universitetsforlag. 188 s.
Publikation: Ph.d.-afhandling

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@article{43063101df3446319becfffb2eb6323a,

title = "Privacy-Preserving Distributed Processing: Metrics, Bounds and Algorithms",

keywords = "Distributed databases, Distributed processing, Eavesdropping, Measurement, Mutual information, Signal processing, Signal processing algorithms, consensus, differential privacy, information-theoretic, privacy-utility metric, secure multiparty computation, subspace perturbation",

author = "Qiongxiu Li and Gundersen, {Jaron Skovsted} and Richard Heusdens and Christensen, {Mads Grasboll}",

year = "2021",

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language = "English",

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AU - Li, Qiongxiu

AU - Gundersen, Jaron Skovsted

AU - Heusdens, Richard

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PY - 2021/1/8

Y1 - 2021/1/8

KW - Distributed databases

KW - Distributed processing

KW - Eavesdropping

KW - Measurement

KW - Mutual information

KW - Signal processing

KW - Signal processing algorithms

KW - consensus

KW - differential privacy

KW - information-theoretic

KW - privacy-utility metric

KW - secure multiparty computation

KW - subspace perturbation

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U2 - 10.1109/TIFS.2021.3050064

DO - 10.1109/TIFS.2021.3050064

M3 - Journal article

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JO - I E E E Transactions on Information Forensics and Security

JF - I E E E Transactions on Information Forensics and Security

M1 - 9316966

ER -

Privacy-Preserving Distributed Processing: Metrics, Bounds and Algorithms

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SECURE: Secure Estimation and Control Using Recursion and Encryption

Publikation

Privacy-Preserving Distributed Processing Over Networks

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