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Federated Learning Attacks Revisited: A Critical Discussion of Gaps, Assumptions, and Evaluation Setups.

A. Wainakh, E. Zimmer, S. Subedi, J. Keim, T. Grube, S. Karuppayah, A. Guinea, and M. Mühlhäuser. Sensors, 23 (1): 31 (2023)

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Ephraim Gräff

Ephraim Robbe

Ephraim Margulis

Brigitte Ephraim

Ephraim Berkmann

Other publications of authors with the same name

User Label Leakage from Gradients in Federated Learning.A. Wainakh, F. Ventola, T. Müßig, J. Keim, C. Cordero, E. Zimmer, T. Grube, K. Kersting, and M. Mühlhäuser. CoRR, (2021)Datenschutzfreundliche Erkennung und Abwehr von Insiderbedrohungen.E. Zimmer. University of Hamburg, Germany, (2020)Using Context and Provenance to defend against USB-borne attacks.T. Mueller, E. Zimmer, and L. de Nittis. ARES, page 1:1-1:9. ACM, (2019)Label-Aware Aggregation for Improved Federated Learning.A. Khalil, A. Wainakh, E. Zimmer, J. Parra-Arnau, A. Anta, T. Meuser, and R. Steinmetz. FMEC, page 216-223. IEEE, (2023)On the Effectiveness of Intersection Attacks in Anonymous Microblogging.S. Gaballah, L. Abdullah, M. Tran, E. Zimmer, and M. Mühlhäuser. NordSec, volume 13700 of Lecture Notes in Computer Science, page 3-19. Springer, (2022)Hashing of personally identifiable information is not sufficient.M. Marx, E. Zimmer, T. Mueller, M. Blochberger, and H. Federrath. Sicherheit, volume P-281 of LNI, page 55-68. Gesellschaft für Informatik e.V., (2018)PEEPLL: privacy-enhanced event pseudonymisation with limited linkability.E. Zimmer, C. Burkert, T. Petersen, and H. Federrath. SAC, page 1308-1311. ACM, (2020)User-Level Label Leakage from Gradients in Federated Learning.A. Wainakh, F. Ventola, T. Müßig, J. Keim, C. Cordero, E. Zimmer, T. Grube, K. Kersting, and M. Mühlhäuser. Proc. Priv. Enhancing Technol., 2022 (2): 227-244 (2022)Mitigating Intersection Attacks in Anonymous Microblogging.S. Gaballah, T. Nguyen, L. Abdullah, E. Zimmer, and M. Mühlhäuser. ARES, page 8:1-8:11. ACM, (2023)PEEPLL: Privacy-Enhanced Event Pseudonymisation with Limited Linkability.E. Zimmer, C. Burkert, T. Petersen, and H. Federrath. CoRR, (2019)

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Disambiguation of "Zimmer, Ephraim"

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Federated Learning Attacks Revisited: A Critical Discussion of Gaps, Assumptions, and Evaluation Setups.

Please choose a person to relate this publication to

Ephraim Gräff

Ephraim Robbe

Ephraim Margulis

Brigitte Ephraim

Ephraim Berkmann

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Zimmer, Ephraim"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Federated Learning Attacks Revisited: A Critical Discussion of Gaps, Assumptions, and Evaluation Setups.

Please choose a person to relate this publication to

Ephraim Gräff

Ephraim Robbe

Ephraim Margulis

Brigitte Ephraim

Ephraim Berkmann

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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Federated Learning Attacks Revisited: A Critical Discussion of Gaps, Assumptions, and Evaluation Setups.