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Nuria Rodríguez-Barroso

University of Granada

9H-index
31Paper Count
595Citation Count
Published Papers 12
Publication Date
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RADAR: Robust anomaly detection and recognition. A unified and reproducible framework across tabular, time-series, and federated data
errNeurocomputing
IF6.5
err2026-05-23
err0
PREAI
errBello-Garcia, Beatriz; Aguilera-Martos, Ignacio; Rodriguez-Barroso, Nuria; Herrera, Francisco; Luengo, Julian
errShare
errSave
From Privacy to Trust in the Agentic Era: A Taxonomy of Challenges in Trustworthy Federated Learning Through the Lens of Trust Report 2.0
errInformation Fusion
IF15.5
err2026-02-13
err0
PREAI
errNuria Rodríguez-Barroso; Mario García-Márquez; M. Victoria Luzón; Francisco Herrera
errShare
errSave
RAB2-DEF: Dynamic and Explainable Defense Against Adversarial Attacks in Federated Learning to Fair Poor Clients
errMachine Intelligence Research
IF8.7
err2026-02-02
err0
errOAAI
errNuria Rodríguez-Barroso; M. Victoria Luzón; Francisco Herrera
errShare
errSave
Addressing data quality decompensation in federated learning via dynamic client selection
errFuture Generation Computer Systems
IF0
err2025-09-16
err0
errOAAI
errQinjun Fei; Nuria Rodríguez-Barroso; María Victoria Luzón; Zhongliang Zhang; Francisco Herrera
errShare
errSave
Membership Inference Attacks Fueled by Few-Shot Learning to Detect Privacy Leakage and Address Data Integrity
errmachine learning and knowledge extraction
IF0
err2025-07-26
err0
errOAAI
errDaniel Jiménez-López; Nuria Rodríguez-Barroso; M. Victoria Luzón; Javier Del Ser; Francisco Herrera
errShare
errSave
Improving (α,f)-Byzantine resilience in federated learning via layerwise aggregation and cosine distance
errKnowledge-Based Systems
IF7.6
err2025-07-03
err0
PREAI
errM. García-Márquez; N. Rodríguez-Barroso; M.V. Luzón; F. Herrera
errShare
errSave
FLEX: Flexible Federated Learning Framework
errINFORMATION FUSION
IF15.5
err2025-05-01
err0
errOAAI
errHerrera, F.; Jimenez-Lopez, D.; Argente-Garrido, A.; Rodriguez-Barroso, N.; Zuheros, C.; Aguilera-Martos, I.; Bello, B.; Garcia-Marquez, M.; Luzon, M. V.
errShare
errSave
Federated Learning for Exploiting Annotators' Disagreements in Natural Language Processing
errTRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS
IF6.9
err2024-05-16
err0
errOAAI
errRodriguez-Barroso, Nuria; Camara, Eugenio Martinez; Collados, Jose Camacho; Luzon, M. Victoria; Herrera, Francisco
errShare
errSave
A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends
errIEEE-CAA JOURNAL OF AUTOMATICA SINICA
IF19.2
err2024-04-01
err5
PREAI
errLuzon, M. Victoria; Rodriguez-Barroso, Nuria; Argente-Garrido, Alberto; Jimenez-Lopez, Daniel; Moyano, Jose M.; Del Ser, Javier; Ding, Weiping; Herrera, Francisco
errShare
errSave
Survey on federated learning threats: Concepts, taxonomy on attacks and defences, experimental study and challenges
errINFORMATION FUSION
IF15.5
err2023-02-01
err98
errOAAI
errRodriguez-Barroso, Nuria; Jimenez-Lopez, Daniel; Victoria Luzon, M.; Herrera, Francisco; Martinez-Camara, Eugenio
errShare
errSave
Dynamic defense against byzantine poisoning attacks in federated learning
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2022-08-01
err24
errOAAI
errRodriguez-Barroso, Nuria; Martinez-Camara, Eugenio; Victoria Luzon, M.; Herrera, Francisco
errShare
errSave
Backdoor attacks-resilient aggregation based on Robust Filtering of Outliers in federated learning for image classification
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-06-01
err14
PREAI
errRodriguez-Barroso, Nuria; Martinez-Camara, Eugenio; Luzon, M. Victoria; Herrera, Francisco
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
F
Francisco Herrera
H-index: 169 · Papers: 1.3K
J
Javier Del Ser
H-index: 59 · Papers: 558
J
Julián Luengo
H-index: 34 · Papers: 146
J
José Camacho-Collados
H-index: 31 · Papers: 187
E
Eugenio Martínez‐Cámara
H-index: 26 · Papers: 98
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