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Francisco Herrera — most-cited papers & profile · Federated Learning
← authors
·
overview
Francisco Herrera
14
papers ·
42
citations ·
171
h-index
Universidad de Granada · Instituto Andaluz de Ciencias de la Tierra
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
An Interpretable Client Decision Tree Aggregation process for Federated Learning
2024 · 11 citations
FLEX: FLEXible Federated Learning Framework
2024 · 11 citations
Survey on Federated Learning Threats: concepts, taxonomy on attacks and defences, experimental study and challenges
2022 · 9 citations
Krum Federated Chain (KFC): Using blockchain to defend against adversarial attacks in Federated Learning
2025 · 2 citations
Addressing Data Quality Decompensation in Federated Learning via Dynamic Client Selection
2025
Improving $(α, f)$-Byzantine Resilience in Federated Learning via layerwise aggregation and cosine distance
2025
RAB$^2$-DEF: Dynamic and explainable defense against adversarial attacks in Federated Learning to fair poor clients
2024
Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning
2020
Top co-authors
M. Victoria Luzón
· 6
Nuria Rodríguez-Barroso
· 5
Alberto Argente-Garrido
· 2
Cristina Zuheros
· 2
Mario García-Márquez
· 2
M. Victoria Luz\'on
· 2
Nuria Rodr\'iguez-Barroso
· 2
Beatriz Bello
· 1
Daniel Jim\'enez-L\'opez
· 1
Daniel Jiménez López
· 1
Eugenio Mart\'inez-C\'amara
· 1
Eugenio Martínez‐Cámara
· 1
Topics
Federated Learning
Privacy
Adversarial Attacks
Security
Data Heterogeneity