nuriaRodriguez

Nuria Rodríguez Barroso

Category

PhD

Contact

rbnuria@ugrxtRanoD.es

Organization

UGR

Researcher Profile

Total From 2019:
Citas Total: 424 From 2019: 424
Índice H Total: 7 From 2019: 7
Índice i10 Total: 7 From 2019: 7

Papers (13)

Title Authors Year
A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends MV Luzón, N Rodríguez-Barroso, A Argente-Garrido, D Jiménez-López, .... 2024
FLEX: FLEXible Federated Learning Framework F Herrera, D Jiménez-López, A Argente-Garrido, N Rodríguez-Barroso, .... 2024
Federated Learning for Exploiting Annotators’ Disagreements in Natural Language Processing N Rodríguez-Barroso, EM Cámara, JC Collados, MV Luzón, F Herrera. 2024
Bot de Telegram interactivo como herramienta de apoyo para la enseñanza JL Suárez-Díaz, N Rodríguez-Barroso, G Gómez-Trenado. 2024
Adversarial attacks and defences in Federated Learning N Rodríguez Barroso. 2024
Defense Strategy against Byzantine Attacks in Federated Machine Learning: Developments towards Explainability N Rodríguez-Barroso, J Del Ser, MV Luzón, F Herrera. 2024
RAB-DEF: Dynamic and explainable defense against adversarial attacks in Federated Learning to fair poor clients N Rodríguez-Barroso, M Luzón, F Herrera. 2024
Survey on Federated Learning Threats: concepts, taxonomy on attacks and defences, experimental study and challenges N Rodríguez-Barroso, DJ López, M Luzón, F Herrera, E Martínez-Cámara. 2022
Backdoor attacks-resilient aggregation based on Robust Filtering of Outliers in federated learning for image classification N Rodríguez-Barroso, E Martínez-Cámara, MV Luzón, F Herrera. 2022
Federated Learning and Differential Privacy: Software tools analysis, the Sherpa. ai FL framework and methodological guidelines for preserving data privacy N Rodríguez-Barroso, G Stipcich, D Jiménez-López, JA Ruiz-Millán, .... 2020
Dynamic Federated Learning Model for Identifying Adversarial Clients N Rodríguez-Barroso, E Martínez-Cámara, M Luzón, GG Seco, .... 2020
Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning N Rodríguez-Barroso, E Martínez-Cámara, M Luzón, F Herrera. 2020
Deep Learning Hyper-parameter Tuning for Sentiment Analysis in Twitter based on Evolutionary Algorithms N Rodríguez-Barroso, AR Moya, JA Fernández, E Romero, .... 2019

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