HÉCTOR
ALAIZ MORETÓN
Profesor Titular de Universidad
JOSÉ ANTONIO
AVELEIRA MATA
AYUDANTE
Publications by the researcher in collaboration with JOSÉ ANTONIO AVELEIRA MATA (20)
2024
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A novel intelligent approach for man-in-the-middle attacks detection over internet of things environments based on message queuing telemetry transport
Expert Systems, Vol. 41, Núm. 2
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Beta Hebbian Learning for intrusion detection in networks with MQTT Protocols for IoT devices
Logic Journal of the IGPL, Vol. 32, Núm. 2, pp. 352-365
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Clustering techniques performance comparison for predicting the battery state of charge: A hybrid model approach
Logic Journal of the IGPL, Vol. 32, Núm. 4, pp. 712-728
2023
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Categorization of CoAP DoS Attack Based on One-Class Boundary Methods
Lecture Notes in Networks and Systems
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Characterization of threats in IoT from an MQTT protocol-oriented dataset
Complex and Intelligent Systems, Vol. 9, Núm. 5, pp. 5281-5296
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Denial of Service Attack Detection Based on Feature Extraction and Supervised Techniques
Lecture Notes in Networks and Systems
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Development of an Intelligent Classifier Model for Denial of Service Attack Detection
IJIMAI, Vol. 8, Núm. 3, pp. 33-42
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Impact of Autoencoder Latent Space on IoT CoAP Attack Categorization
Lecture Notes in Networks and Systems
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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
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Intelligent One-Class Classifiers for the Development of an Intrusion Detection System: The MQTT Case Study
Electronics (Switzerland), Vol. 11, Núm. 3
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Intrusion Detection System for MQTT Protocol Based on Intelligent One-Class Classifiers
Lecture Notes in Networks and Systems
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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
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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)
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Hybrid Model to Calculate the State of Charge of a Battery
Hybrid Artificial Intelligent Systems: 16th International Conference, HAIS 2021. Bilbao, Spain. September 22–24, 2021. Proceedings
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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
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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)
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Autoencoder Latent Space Influence on IoT MQTT Attack Classification
Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference: Guimarães, Portugal; November 4–6, 2020. Proceedings
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Functional prototype for intrusion detection system oriented to intelligent iot models
Advances in Intelligent Systems and Computing
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Review and Replication of CoAP and MQTT Attacks for Dataset Generation
INTELLIGENT ENVIRONMENTS 2020
2019
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Multiclass Classification Procedure for Detecting Attacks on MQTT-IoT Protocol
Complexity, Vol. 2019