Publications (14) JAVIER VELASCO MATA publications

2023

  1. Real-time botnet detection on large network bandwidths using machine learning

    Scientific Reports, Vol. 13, Núm. 1

2022

  1. Auto-encoder framework for extractive textsummarization

    Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º.2022.Bilbao) (Fundación Tecnalia Research and Innovation), pp. 269-270

  2. Classifying suspicious Pastebin content usingMachine Learning

    Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º.2022.Bilbao) (Fundación Tecnalia Research and Innovation), pp. 279-280

  3. Dataset creation and feature extraction for thedetection of fraudulent websites

    Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º.2022.Bilbao) (Fundación Tecnalia Research and Innovation), pp. 267-268

  4. Evaluation of Supervised Learning Models UsingTCP Traffic for the Detection of Botnets

    Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º.2022.Bilbao) (Fundación Tecnalia Research and Innovation), pp. 259-260

  5. Optimal botnet detection on network data

    Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º.2022.Bilbao) (Fundación Tecnalia Research and Innovation), pp. 300-301

2021

  1. Development of a Hardware Benchmark for Forensic Face Detection Applications

    Investigación en Ciberseguridad (Universidad de Castilla la Mancha, Servicio de Publicaciones)

  2. Efficient Detection of Botnet Traffic by Features Selection and Decision Trees

    IEEE Access, Vol. 9, pp. 120567-120579

2019

  1. Botnet Detection on TCP Traffic Using Supervised Machine Learning

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

  2. Botnet Detection on TCP Traffic Using Supervised Machine Learning

    Hybrid Artificial Intelligent Systems. 14th International Conference, HAIS 2019: León, Spain, September 4–6, 2019. Proceedings

  3. CPU vs GPU performance of deep learning based face detectors using resized images in forensic applications

    IET Conference Publications

  4. DarkNER: a platform for named entity recognition in Tor darknet

    Actas de las V Jornadas Nacionales de Ciberseguridad: junio 5-7, 2019. Cáceres

  5. Use of Natural Language Processing to Identify Inappropriate Content in Text

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

  6. Use of Natural Language Processing to Identify Inappropriate Content in Text

    Hybrid Artificial Intelligent Systems. 14th International Conference, HAIS 2019: León, Spain, September 4–6, 2019. Proceedings