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

Research output: Contribution to journal › Journal article › Research › peer-review

16 Citations (Scopus)

38 Downloads (Pure)

Original language	English
Article number	9316966
Journal	I E E E Transactions on Information Forensics and Security
Volume	16
Pages (from-to)	2090-2103
Number of pages	14
ISSN	1556-6013
DOIs	https://doi.org/10.1109/TIFS.2021.3050064
Publication status	Published - 8 Jan 2021

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

Access to Document

10.1109/TIFS.2021.3050064

Accepted ManuscriptAccepted author manuscript, 677 KB

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Cite this

@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",

month = jan,

day = "8",

doi = "10.1109/TIFS.2021.3050064",

language = "English",

volume = "16",

pages = "2090--2103",

journal = "I E E E Transactions on Information Forensics and Security",

issn = "1556-6013",

publisher = "IEEE",

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TY - JOUR

T1 - Privacy-Preserving Distributed Processing: Metrics, Bounds and Algorithms

AU - Li, Qiongxiu

AU - Gundersen, Jaron Skovsted

AU - Heusdens, Richard

AU - Christensen, Mads Grasboll

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

UR - http://www.scopus.com/inward/record.url?scp=85099597206&partnerID=8YFLogxK

U2 - 10.1109/TIFS.2021.3050064

DO - 10.1109/TIFS.2021.3050064

M3 - Journal article

SN - 1556-6013

VL - 16

SP - 2090

EP - 2103

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

Keywords

Access to Document

AUB Link

Other files and links

SECURE: Secure Estimation and Control Using Recursion and Encryption

Privacy-Preserving Distributed Processing Over Networks

Cite this

Privacy-Preserving Distributed Processing: Metrics, Bounds and Algorithms

Keywords

Access to Document

AUB Link

Other files and links

Projects

SECURE: Secure Estimation and Control Using Recursion and Encryption

Research output

Privacy-Preserving Distributed Processing Over Networks

Cite this