Publications by the researcher in collaboration with Mª TERESA GARCÍA ORDÁS (16)

2025

  1. A cybersecurity review in IoT 5G networks

    Internet of Things (The Netherlands), Vol. 30

  2. CoAP_UAD: CoAP Under Attack Dataset. A public dataset for the detection of attacks in IoT networks using CoAP protocol

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  3. DoS Attack Detection and Identification over Zigbee Environments Using Supervised Classification Algorithms

    Lecture Notes in Networks and Systems

  4. MQTT_UAD: MQTT Under Attack Dataset. A public dataset for the detection of attacks in IoT networks using MQTT protocol

    Data in Brief, Vol. 63, pp. 112167

2024

  1. Determining the severity of Parkinson’s disease in patients using a multi task neural network

    Multimedia Tools and Applications, Vol. 83, Núm. 2, pp. 6077-6092

  2. Influence of autoencoder latent space on classifying IoT CoAP attacks

    Logic Journal of the IGPL

  3. TEDNet: Twin Encoder Decoder Neural Network for 2D Camera and LiDAR Road Detection

    Logic Journal of the IGPL

2023

  1. Heart disease risk prediction using deep learning techniques with feature augmentation

    Multimedia Tools and Applications, Vol. 82, Núm. 20, pp. 31759-31773

  2. Impact of Autoencoder Latent Space on IoT CoAP Attack Categorization

    Lecture Notes in Networks and Systems

  3. One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAP

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

2022

  1. BERT Model-Based Approach for Detecting Racism and Xenophobia on Twitter Data

    Metadata and Semantic Research, pp. 148-158

  2. Detecting racism and xenophobia using deep learning models on Twitter data: CNN, LSTM and BERT

    PeerJ Computer Science, Vol. 8

  3. Roadway Detection Using Convolutional Neural Network Through Camera and LiDAR Data

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

2021

  1. Hybrid Model to Calculate the State of Charge of a Battery

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

  2. Prototipo de IDS para detección de intrusiones con modelos de machine learning en sistemas IoT de la Industria 4.0

    Revista DYNA, Vol. 96, Núm. 3, pp. 270-275

2020

  1. Autoencoder Latent Space Influence on IoT MQTT Attack Classification

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