Publications in collaboration with researchers from Basque Research and Technology Alliance (9)

2023

  1. Clustered federated learning architecture for network anomaly detection in large scale heterogeneous IoT networks

    Computers and Security, Vol. 131

  2. Diagnostic spatio-temporal transformer with faithful encoding

    Knowledge-Based Systems, Vol. 274

  3. Federated Explainability for Network Anomaly Characterization

    ACM International Conference Proceeding Series

  4. Improving fuzzing assessment methods through the analysis of metrics and experimental conditions

    Computers and Security, Vol. 124

  5. Real-Time, Model-Agnostic and User-Driven Counterfactual Explanations Using Autoencoders

    Applied Sciences (Switzerland), Vol. 13, Núm. 5

2022

  1. A Novel Model for Vulnerability Analysis through Enhanced Directed Graphs and Quantitative Metrics

    Sensors, Vol. 22, Núm. 6

  2. Defect detection in L-PBF Metal Additive Manufacturing using on-line and off-line inspection processes

    Procedia CIRP

2021

  1. Hyperconnected Architecture for High Cognitive Production Plants

    Procedia CIRP

2020

  1. Contrastive explanations for a deep learning model on time-series data

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)