Publications by the researcher in collaboration with DIEGO GRANADOS LOPEZ (12)

2027

  1. Anomaly Detection Through Quantum Annealing-Driven Feature Selection

    Communications in Computer and Information Science

  2. Feature Imaging via Mutual Information for CNN-Based IoT Intrusion Detection on NF-UNSW-NB15-v3

    Lecture Notes in Computer Science

2026

  1. Cybersecurity Taxonomies: Comparative Analysis of Leading IoT Datasets for AI-Driven Security

    Communications in Computer and Information Science

  2. Dimensionality Reduction and Outlier Analysis for the NF-ToN-IoT Cybersecurity Dataset

    Lecture Notes in Computer Science

  3. Exploratory Visualization of IoT Attacks on the NF-CSE-CIC-IDS2018 Dataset

    Lecture Notes in Computer Science

  4. Images_dataset_NF-UNSW-NB15-v3_1d_to_2d

    Universidad de Burgos

  5. STOMPX: Stochastic propagation on networks with cybersecurity applications

    SoftwareX, Vol. 35

  6. Toward AI-driven IoT cybersecurity: A preprocessing framework for benchmark datasets

    International Journal of Information Security, Vol. 25, Núm. 2

2025

  1. Dimensionality Reduction and Outlier Analysis for the NF-ToN-IoT Cybersecurity Dataset

    Advances in Computational Intelligence. IWANN 2025. Lecture Notes in Computer Science (Springer Nature Switzerland), pp. 392-401

  2. Downsampled NF-ToN-IoT V1 Dataset

    Universidad de Burgos

  3. Exploratory Visualization of IoT Attacks on the NF-CSE-CIC-IDS2018 Dataset

    Hybrid Artificial Intelligent Systems. HAIS 2025. Lecture Notes in Computer Science (Springer Nature Switzerland), pp. 210-222

2024

  1. Application of Neural Models in Solar Radiation Measurements for a Better Data Gathering Quality

    Lecture Notes in Networks and Systems