Client Security Alone Fails in Federated Learning: 2D and 3D Attack Insights

Anazodo, Udunna; Hamm, Benjamin; Ogallo, Willam; Mutsvangwa, Tinahse; Dako, Farouk; Cintas, Celia; Floca, Ralf Omar; Akash, Naren; Bounias, Dimitrios; Maier-Hein, Klaus; Parampottupadam, Santhosh; Sav, Sinem; Zenk, Maximilian; Fuchs, Moritz; Roy, Saikat; Crimi, Alessandro

doi:10.1007/978-3-031-79103-1_24

Journal Article/Contribution to a conference proceedings/Contribution to a book

DKFZ-2025-00511

Client Security Alone Fails in Federated Learning: 2D and 3D Attack Insights

Anazodo, U. (Editor) ; Akash, N. (Editor) ; Fuchs, M. (Editor) ; Cintas, C. (Editor) ; Crimi, A. (Editor) ; Mutsvangwa, T. (Editor) ; Dako, F. (Editor) ; Ogallo, W. (Editor) ; Parampottupadam, S.DKFZ* ; Floca, R. O.DKFZ* ; Bounias, D.DKFZ* ; Hamm, B.DKFZ* ; Roy, S.DKFZ* ; Sav, S. ; Zenk, M.DKFZ* ; Maier-Hein, K.DKFZ*

2025
Springer Nature Switzerland Cham
ISBN: 978-3-031-79102-4 (print), 978-3-031-79103-1 (electronic)

Medical Information Computing / Anazodo, Udunna (Editor) [https://orcid.org/0000-0001-8864-035X] ; Cham : Springer Nature Switzerland, 2025, Chapter 24 ; ISSN: 1865-0929=1865-0937 ; ISBN: 978-3-031-79102-4=978-3-031-79103-1 ; doi:10.1007/978-3-031-79103-1
1st MICCAI Meets Africa Workshop, MImA 2024 and 1st MICCAI Student Board Workshop on Empowering Medical Information Computing and Research through Early-Career Expertise, EMERGE 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, 6 Oct 2024 - 6 Oct 2024 Communications in Computer and Information Science 2240, 235 - 244 (2025) [10.1007/978-3-031-79103-1_24]

Please use a persistent id in citations: doi:10.1007/978-3-031-79103-1_24

Classification:

ddc:004

Note: Code 326459

Contributing Institute(s):

E230 Medizinische Bildverarbeitung (E230)

Research Program(s):

315 - Bildgebung und Radioonkologie (POF4-315) (POF4-315)

Appears in the scientific report 2025

Database coverage:
SCOPUS

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Document types > Events > Contributions to a conference proceedings
Document types > Books > Contribution to a book
Document types > Articles > Journal Article
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Record created 2025-03-10, last modified 2025-03-11

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