INFORMÁTICA
Department

Victoria
Luzón García
Publications by the researcher in collaboration with Victoria Luzón García (10)
2023
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Survey on federated learning threats: Concepts, taxonomy on attacks and defences, experimental study and challenges
Information Fusion, Vol. 90, pp. 148-173
2022
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Backdoor attacks-resilient aggregation based on Robust Filtering of Outliers in federated learning for image classification
Knowledge-Based Systems, Vol. 245
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Dynamic defense against byzantine poisoning attacks in federated learning
Future Generation Computer Systems, Vol. 133, pp. 1-9
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Personalised Federated Learning with BERT Fine Tuning. Case Study on Twitter Sentiment Analysis
Lecture Notes in Networks and Systems
2021
2020
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Enhancing the classification of social media opinions by optimizing the structural information
Future Generation Computer Systems, Vol. 102, pp. 838-846
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Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy
Information Fusion, Vol. 64, pp. 270-292
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What do people think about this monument? Understanding negative reviews via deep learning, clustering and descriptive rules
Journal of Ambient Intelligence and Humanized Computing, Vol. 11, Núm. 1, pp. 39-52
2019
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E2SAM: Evolutionary ensemble of sentiment analysis methods for domain adaptation
Information Sciences, Vol. 480, pp. 273-286
2018
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Resumiendo opiniones negativas con "Deep learning" y reglas descriptivas
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España