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María Victoria Luzón

University of Granada

C/Rector López Argueta S/N

Granada, 18071

Spain

  • University of Granada

SCHOLARLY PAPERS

3

DOWNLOADS

112

TOTAL CITATIONS

6

Scholarly Papers (3)

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1.

Flex: Flexible Federated Learning Framework

Number of pages: 22 Posted: 19 Mar 2024
Francisco Herrera, Daniel Jiménez-López, Alberto Argente-Garrido, Nuria Rodríguez-Barroso, Cristina Zuheros, Ignacio Aguilera, Beatriz Bello, Mario García-Márquez and María Victoria Luzón
University of Granada, University of Granada, University of Granada, University of Granada, University of Granada, University of Granada, University of Granada, University of Granada and University of Granada
Downloads 53 (1,041,696)

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Federated learning, distributed machine learning, data privacy, research software framework

2.

Krum Federated Chain (Kfc): Using Blockchain to Defend Against Adversarial Attacks in Federated Learning

Number of pages: 39 Posted: 12 Feb 2025
Mario García-Márquez, Nuria Rodríguez-Barroso, María Victoria Luzón and Francisco Herrera
University of Granada, University of Granada, University of Granada and University of Granada
Downloads 39 (1,209,354)
Citation 6

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Federated Learning, Blockchain, Byzantine attacks, Backdoor attacks, Defense mechanism

3.

Improving (Α, F)-Byzantine Resilience in Federated Learning Via Layerwise Aggregation and Cosine Distance

Number of pages: 27 Posted: 02 Apr 2025
Mario García-Márquez, Nuria Rodríguez-Barroso, María Victoria Luzón and Francisco Herrera
University of Granada, University of Granada, University of Granada and University of Granada
Downloads 20 (1,459,862)

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Federated learning, Robust Aggregation, Machine learning, Krum, Adversarial Attacks