Publications by the researcher in collaboration with Álvaro Michelena Grandío (12)

2026

  1. Analyzing DoS Attacks on CoAP Networks Using Low-Dimensional Latent Representations

    Lecture Notes in Computer Science

  2. Shallow Learning Techniques for Early Detection and Classification of Cyberattacks over MQTT IoT Networks

    Sensors, Vol. 26, Núm. 2

2025

  1. CoAP_UAD: CoAP under attack dataset — A comprehensive dataset for CoAP-based IoT security research

    Data in Brief, Vol. 63

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

    Lecture Notes in Networks and Systems

2024

  1. 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

  2. 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

2023

  1. Categorization of CoAP DoS Attack Based on One-Class Boundary Methods

    Lecture Notes in Networks and Systems

  2. Denial of Service Attack Detection Based on Feature Extraction and Supervised Techniques

    Lecture Notes in Networks and Systems

  3. Development of an Intelligent Classifier Model for Denial of Service Attack Detection

    IJIMAI, Vol. 8, Núm. 3, pp. 33-42

  4. 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)

2021

  1. Beta Hebbian Learning for Intrusion Detection in Networks of IoT Devices

    14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021) (Springer Nature Switzerland AG), pp. 23-32

  2. Detection of Denial of Service Attacks in an MQTT Environment Using a One-Class Approach

    14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021) (Springer Nature Switzerland AG), pp. 84-93