Privacy-Preserving Distributed Processing Over Networks

Li Qiongxiu

doi:10.54337/aau443832164

Privacy-Preserving Distributed Processing Over Networks

Li Qiongxiu

Research output: PhD thesis

296 Downloads (Pure)

Original language	English
Supervisors	Christensen, Mads Græsbøll, Principal supervisor Heusdens, Richard, Co-supervisor, External person
Publisher	Aalborg Universitetsforlag
Electronic ISBNs	978-87-7210-950-3
DOIs	https://doi.org/10.54337/aau443832164
Publication status	Published - 2021

Bibliographical note

PhD supervisor:
Prof. Mads Græsbøll Christensen, Aalborg University

PhD co-supervisor:
Prof. Richard Heusdens, Netherlands Defence Academy and Delft University of Technology

Access to Document

10.54337/aau443832164

PHD_QL_E-pdfFinal published version, 3.98 MB

AUB Link

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5 Article in proceeding
2 Journal article

Convex optimization-based Privacy-Preserving Distributed Least Squares via Subspace Perturbation
Li, Q., Heusdens, R. & Christensen, M. G., 2021, 28th European Signal Processing Conference (EUSIPCO). IEEE, p. 2110-2114 5 p. 9287473. (Proceedings of the European Signal Processing Conference).
Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Open Access
File
2 Citations (Scopus)

71 Downloads (Pure)
Privacy-Preserving Distributed Processing: Metrics, Bounds and Algorithms
Li, Q., Gundersen, J. S., Heusdens, R. & Christensen, M. G., 8 Jan 2021, In: I E E E Transactions on Information Forensics and Security. 16, p. 2090-2103 14 p., 9316966.
Research output: Contribution to journal › Journal article › Research › peer-review

Open Access
File

16 Citations (Scopus)

38 Downloads (Pure)
Convex optimisation-based privacy-preserving distributed average consensus in wireless sensor networks
Li, Q., Heusdens, R. & Christensen, M. G., 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. IEEE, p. 5895-5899 5 p. 9053348. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).
Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Open Access
File
14 Citations (Scopus)

240 Downloads (Pure)

Cite this

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title = "Privacy-Preserving Distributed Processing Over Networks",

author = "Li Qiongxiu",

note = "PhD supervisor: Prof. Mads Gr{\ae}sb{\o}ll Christensen, Aalborg University PhD co-supervisor: Prof. Richard Heusdens, Netherlands Defence Academy and Delft University of Technology",

year = "2021",

doi = "10.54337/aau443832164",

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series = "Ph.d.-serien for Det Tekniske Fakultet for IT og Design, Aalborg Universitet",

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AU - Qiongxiu, Li

N1 - PhD supervisor: Prof. Mads Græsbøll Christensen, Aalborg University PhD co-supervisor: Prof. Richard Heusdens, Netherlands Defence Academy and Delft University of Technology

PY - 2021

Y1 - 2021

U2 - 10.54337/aau443832164

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T3 - Ph.d.-serien for Det Tekniske Fakultet for IT og Design, Aalborg Universitet

PB - Aalborg Universitetsforlag

ER -

Privacy-Preserving Distributed Processing Over Networks

Bibliographical note

Access to Document

AUB Link

Research output

Convex optimization-based Privacy-Preserving Distributed Least Squares via Subspace Perturbation

Privacy-Preserving Distributed Processing: Metrics, Bounds and Algorithms

Convex optimisation-based privacy-preserving distributed average consensus in wireless sensor networks

Cite this