Functional Prototype for Intrusion Detection System Oriented to Intelligent IoT Models. - Jose Aveleira-Mata; Héctor Alaiz-Moretón (ISAmI, 2019)

Multiclass Classification Procedure for Detecting Attacks on MQTT-IoT Protocol. - Héctor Alaiz-Moretón; Jose Aveleira-Mata; Jorge Ondicol-Garcia; Ángel Luis Muñoz Castañeda; Isaías García 001; Carmen Benavides (Complex., 2019)

Autoencoder Latent Space Influence on IoT MQTT Attack Classification. - María Teresa García-Ordás; Jose Aveleira-Mata; José Luís Casteleiro-Roca; José Luís Calvo-Rolle; Carmen Benavides-Cuellar; Héctor Alaiz-Moretón (IDEAL (2), 2020)

Review and Replication of CoAP and MQTT Attacks for Dataset Generation. - Jose Aveleira-Mata; Armando Ibán-Sánchez; María Teresa García-Ordás; Isaías García-Rodríguez; Héctor Alaiz-Moretón (Intelligent Environments (Workshops), 2020)

Detection of Denial of Service Attacks in an MQTT Environment Using a One-Class Approach. - José Aveleira-Mata; Esteban Jove; David Yeregui Marcos del Blanco; María Teresa García-Ordás; Francisco Zayas-Gato; Álvaro Michelena; José Luís Casteleiro-Roca; Héctor Quintián; Héctor Alaiz-Moretón; José Luís Calvo-Rolle (CISIS-ICEUTE, 2021)

Beta Hebbian Learning for Intrusion Detection in Networks of IoT Devices. - Álvaro Michelena Grandío; María Teresa García-Ordás; David Yeregui Marcos del Blanco; José Aveleira-Mata; Francisco Zayas-Gato; Esteban Jove; José Luís Casteleiro-Roca; Héctor Quintián; Héctor Alaiz-Moretón; José Luís Calvo-Rolle (CISIS-ICEUTE, 2021)

Hybrid Model to Calculate the State of Charge of a Battery. - María Teresa García-Ordás; David Yeregui Marcos del Blanco; José Aveleira-Mata; Francisco Zayas-Gato; Esteban Jove; José Luís Casteleiro-Roca; Héctor Quintián; José Luís Calvo-Rolle; Héctor Alaiz-Moretón (HAIS, 2021)

BERT Model-Based Approach for Detecting Racism and Xenophobia on Twitter Data. - José Alberto Benítez-Andrades; Álvaro González-Jiménez; Álvaro López-Brea; Carmen Benavides; Jose Aveleira-Mata; José-Manuel Alija-Pérez; María Teresa García-Ordás (MTSR, 2021)

Intrusion Detection System for MQTT Protocol Based on Intelligent One-Class Classifiers. - Esteban Jove; Jose Aveleira-Mata; Héctor Alaiz-Moretón; José Luís Casteleiro-Roca; David Yeregui Marcos del Blanco; Francisco Zayas-Gato; Héctor Quintián; José Luís Calvo-Rolle (SSCT, 2021)

Denial of Service Attack Detection Based on Feature Extraction and Supervised Techniques. - Álvaro Michelena; José Aveleira-Mata; Esteban Jove; Héctor Alaiz-Moretón; Héctor Quintián; José Luís Calvo-Rolle (DCAI (2), 2022)

Roadway Detection Using Convolutional Neural Network Through Camera and LiDAR Data. - Martín Bayón-Gutiérrez; José Alberto Benítez-Andrades; Sergio Rubio-Martín; Jose Aveleira-Mata; Héctor Alaiz-Moretón; María Teresa García-Ordás (HAIS, 2022)

Detecting racism and xenophobia using deep learning models on Twitter data: CNN, LSTM and BERT. - José Alberto Benítez-Andrades; Álvaro González-Jiménez; Álvaro López-Brea; Jose Aveleira-Mata; José-Manuel Alija-Pérez; María Teresa García-Ordás (PeerJ Comput. Sci., 2022)

Impact of Autoencoder Latent Space on IoT CoAP Attack Categorization. - María Teresa García-Ordás; Jose Aveleira-Mata; Isaías García-Rodríguez; Antonio Javier Díaz-Longueira; José Luís Calvo-Rolle; Héctor Alaiz-Moretón (DCAI (3), 2023)

One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAP. - Álvaro Michelena; Antonio Díaz-Longueira; Míriam Timiraos; Esteban Jove; Jose Aveleira-Mata; Isaías García-Rodríguez; María Teresa García-Ordás; José Luís Calvo-Rolle; Héctor Alaiz-Moretón (HAIS, 2023)

Categorization of CoAP DoS Attack Based on One-Class Boundary Methods. - Míriam Timiraos; Álvaro Michelena; Antonio Díaz-Longueira; Esteban Jove; Jose Aveleira-Mata; Isaías García-Rodríguez; Martín Bayón-Gutiérrez; Héctor Alaiz-Moretón; José Luís Calvo-Rolle (SOCO (1), 2023)

Development of an Intelligent Classifier Model for Denial of Service Attack Detection. - Álvaro Michelena; Jose Aveleira-Mata; Esteban Jove; Héctor Alaiz-Moretón; Héctor Quintián; José Luís Calvo-Rolle (Int. J. Interact. Multim. Artif. Intell., 2023)

Heart disease risk prediction using deep learning techniques with feature augmentation. - María Teresa García-Ordás; Martín Bayón-Gutiérrez; Carmen Benavides; Jose Aveleira-Mata; José Alberto Benítez-Andrades (Multim. Tools Appl., 2023)

DoS Attack Detection and Identification over Zigbee Environments Using Supervised Classification Algorithms. - Lawrence Nforh Chesuh; Álvaro Michelena; Jose Aveleira-Mata; María Teresa García-Ordás; Francisco Zayas-Gato; Esteban Jove; Héctor Alaiz-Moretón (ISAmI, 2024)

TEDNet: Twin Encoder Decoder Neural Network for 2D Camera and LiDAR Road Detection. - Martín Bayón-Gutiérrez; María Teresa García-Ordás; Héctor Alaiz-Moretón; Jose Aveleira-Mata; Sergio Rubio-Martín; José Alberto Benítez-Andrades (CoRR, 2024)

Clustering techniques performance comparison for predicting the battery state of charge: A hybrid model approach. - María Teresa García-Ordás; David Yeregui Marcos del Blanco; José Aveleira-Mata; Francisco Zayas-Gato; Esteban Jove; José Luís Casteleiro-Roca; Héctor Quintián; José Luís Calvo-Rolle; Héctor Alaiz-Moretón (Log. J. IGPL, 2024)

Beta Hebbian Learning for intrusion detection in networks with MQTT Protocols for IoT devices. - Álvaro Michelena; María Teresa García-Ordás; José Aveleira-Mata; David Yeregui Marcos del Blanco; Míriam Timiraos Díaz; Francisco Zayas-Gato; Esteban Jove; José Luís Casteleiro-Roca; Héctor Quintián; Héctor Alaiz-Moretón; José Luís Calvo-Rolle (Log. J. IGPL, 2024)

Determining the severity of Parkinson's disease in patients using a multi task neural network. - María Teresa García-Ordás; José Alberto Benítez-Andrades; Jose Aveleira-Mata; José-Manuel Alija-Pérez; Carmen Benavides (Multim. Tools Appl., 2024)

A novel intelligent approach for man-in-the-middle attacks detection over internet of things environments based on message queuing telemetry transport. - Álvaro Michelena; José Aveleira-Mata; Esteban Jove; Martín Bayón-Gutiérrez; Paulo Novais; Oscar Fontenla-Romero; José Luís Calvo-Rolle; Héctor Alaiz-Moretón (Expert Syst. J. Knowl. Eng., 2024)

Design and Capture of a 5G SA Traffic Dataset Under Jamming Conditions. - Diego Narciandi-Rodriguez; Guillermo Martínez-Martínez; Jose Aveleira-Mata; Martín Bayón-Gutiérrez; Javier Alfonso-Cendón; Isaías García-Rodríguez (IWANN (2), 2025)

A cybersecurity review in IoT 5G networks. - Diego Narciandi-Rodriguez; Jose Aveleira-Mata; María Teresa García-Ordás; Javier Alfonso-Cendón; Carmen Benavides; Héctor Alaiz-Moretón (Internet Things, 2025)