Nuria Rodríguez-Barroso - Publications, H-index & Citations

Nuria Rodríguez-Barroso

University of Granada

9H指数

31论文数

595被引数

收录论文 12

发表时间

RADAR: Robust anomaly detection and recognition. A unified and reproducible framework across tabular, time-series, and federated data 雷达：鲁棒异常检测与识别。一个跨表格、时间序列和联邦数据的统一且可复现的框架

Neurocomputing

IF6.5

2026-05-23

PREAI

Bello-Garcia, Beatriz; Aguilera-Martos, Ignacio; Rodriguez-Barroso, Nuria; Herrera, Francisco; Luengo, Julian

From Privacy to Trust in the Agentic Era: A Taxonomy of Challenges in Trustworthy Federated Learning Through the Lens of Trust Report 2.0 从隐私到信任：通过信任报告2.0的视角，对可信联邦学习中的挑战进行分类

Information Fusion

IF15.5

2026-02-13

PREAI

Nuria Rodríguez-Barroso; Mario García-Márquez; M. Victoria Luzón; Francisco Herrera

RAB2-DEF: Dynamic and Explainable Defense Against Adversarial Attacks in Federated Learning to Fair Poor Clients RAB2-DEF: 针对联合学习中的对抗性攻击的动态和可解释的防御，以公平的贫困客户

Machine Intelligence Research

IF8.7

2026-02-02

OAAI

Nuria Rodríguez-Barroso; M. Victoria Luzón; Francisco Herrera

Addressing data quality decompensation in federated learning via dynamic client selection 通过动态客户端选择解决联邦学习中的数据质量退化问题

Future Generation Computer Systems

IF0

2025-09-16

OAAI

Qinjun Fei; Nuria Rodríguez-Barroso; María Victoria Luzón; Zhongliang Zhang; Francisco Herrera

Membership Inference Attacks Fueled by Few-Shot Learning to Detect Privacy Leakage and Address Data Integrity 基于少样本学习的成员推理攻击以检测隐私泄露并解决数据完整性问题

machine learning and knowledge extraction

IF0

2025-07-26

OAAI

Daniel Jiménez-López; Nuria Rodríguez-Barroso; M. Victoria Luzón; Javier Del Ser; Francisco Herrera

Improving (α,f)-Byzantine resilience in federated learning via layerwise aggregation and cosine distance 通过逐层聚合和余弦距离提升联邦学习中的(α,f)-拜占庭鲁棒性

Knowledge-Based Systems

IF7.6

2025-07-03

PREAI

M. García-Márquez; N. Rodríguez-Barroso; M.V. Luzón; F. Herrera

FLEX: Flexible Federated Learning Framework FLEX: 可扩展的联邦学习框架

INFORMATION FUSION

IF15.5

2025-05-01

OAAI

Herrera, F.; Jimenez-Lopez, D.; Argente-Garrido, A.; Rodriguez-Barroso, N.; Zuheros, C.; Aguilera-Martos, I.; Bello, B.; Garcia-Marquez, M.; Luzon, M. V.

Federated Learning for Exploiting Annotators' Disagreements in Natural Language Processing

TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS

IF6.9

2024-05-16

OAAI

Rodriguez-Barroso, Nuria; Camara, Eugenio Martinez; Collados, Jose Camacho; Luzon, M. Victoria; Herrera, Francisco

A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends

IEEE-CAA JOURNAL OF AUTOMATICA SINICA

IF19.2

2024-04-01

PREAI

Luzon, M. Victoria; Rodriguez-Barroso, Nuria; Argente-Garrido, Alberto; Jimenez-Lopez, Daniel; Moyano, Jose M.; Del Ser, Javier; Ding, Weiping; Herrera, Francisco

Survey on federated learning threats: Concepts, taxonomy on attacks and defences, experimental study and challenges

INFORMATION FUSION

IF15.5

2023-02-01

OAAI

Rodriguez-Barroso, Nuria; Jimenez-Lopez, Daniel; Victoria Luzon, M.; Herrera, Francisco; Martinez-Camara, Eugenio

Dynamic defense against byzantine poisoning attacks in federated learning 联合学习中针对拜占庭中毒攻击的动态防御

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2022-08-01

OAAI

Rodriguez-Barroso, Nuria; Martinez-Camara, Eugenio; Victoria Luzon, M.; Herrera, Francisco