RT dataset T1 Images_dataset_NF-UNSW-NB15-v3_1d_to_2d A1 Villar Val, Álvaro A1 Martínez Fuentes, Virginia A1 Granados López, Diego A1 Arroyo Puente, Ángel A1 Herrero Cosío, Álvaro K1 Cybersecurity K1 IoT K1 Dataset K1 Exploratory data analysis K1 Data preprocessing K1 Downsampling K1 Machine learning K1 Proceso de datos K1 Electronic data processing K1 Redes informáticas K1 Computer networks AB This dataset represents a higher-dimensional extension of the NF-UNSW-NB15 v3 dataset [Luay et al., 2025; Luay et al., 2025], in which the correlations among variables are explicitly considered and used to organize them spatially as pixels. PB Universidad de Burgos YR 2026 FD 2026-03-22 LK https://hdl.handle.net/10259/11498 UL https://hdl.handle.net/10259/11498 LA eng NO This publication is part of the AI4SECIoT project (‘Artificial Intelligence for Securing IoT Devices’), funded by the National Cybersecurity Institute (INCIBE), derived from a collaboration agreement signed between the National Institute of Cybersecurity (INCIBE) and the University of Burgos. This initiative is carried out within the framework of the Recovery, Transformation and Resilience Plan funds, financed by the European Union (Next Generation), the project of the Government of Spain that outlines the roadmap for the modernization of the Spanish economy, the recovery of economic growth and job creation, for solid, inclusive and resilient economic reconstruction after the COVID19 crisis, and to respond to the challenges of the next decade. DS Repositorio Institucional de la Universidad de Burgos RD 15-may-2026