<?xml version="1.0" encoding="UTF-8"?><?xml-stylesheet type="text/xsl" href="static/style.xsl"?><OAI-PMH xmlns="http://www.openarchives.org/OAI/2.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/ http://www.openarchives.org/OAI/2.0/OAI-PMH.xsd"><responseDate>2026-06-30T01:15:42Z</responseDate><request verb="GetRecord" identifier="oai:riubu.ubu.es:10259/11498" metadataPrefix="dim">https://riubu.ubu.es/oai/request</request><GetRecord><record><header><identifier>oai:riubu.ubu.es:10259/11498</identifier><datestamp>2026-04-10T11:21:25Z</datestamp><setSpec>com_10259_2604</setSpec><setSpec>col_10259_5684</setSpec></header><metadata><dim:dim xmlns:dim="http://www.dspace.org/xmlns/dspace/dim" xmlns:doc="http://www.lyncode.com/xoai" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.dspace.org/xmlns/dspace/dim http://www.dspace.org/schema/dim.xsd">
<dim:field mdschema="dc" element="contributor" qualifier="author" authority="53d7d357-01f3-4e6b-b008-834ae73975ce" confidence="600" orcid_id="">Villar Val, Álvaro</dim:field>
<dim:field mdschema="dc" element="contributor" qualifier="author" authority="04b2a56c-4062-4cb1-9713-96d59e2a119a" confidence="600" orcid_id="">Martínez Fuentes, Virginia</dim:field>
<dim:field mdschema="dc" element="contributor" qualifier="author" authority="264" confidence="600" orcid_id="0000-0002-9046-7397">Granados López, Diego</dim:field>
<dim:field mdschema="dc" element="contributor" qualifier="author" authority="741" confidence="600" orcid_id="0000-0002-1614-9075">Arroyo Puente, Ángel</dim:field>
<dim:field mdschema="dc" element="contributor" qualifier="author" authority="283" confidence="600" orcid_id="0000-0002-2444-5384">Herrero Cosío, Álvaro</dim:field>
<dim:field mdschema="dc" element="date" qualifier="accessioned">2026-04-09T10:50:52Z</dim:field>
<dim:field mdschema="dc" element="date" qualifier="available">2026-04-09T10:50:52Z</dim:field>
<dim:field mdschema="dc" element="date" qualifier="issued">2026-03-22</dim:field>
<dim:field mdschema="dc" element="identifier" qualifier="uri">https://hdl.handle.net/10259/11498</dim:field>
<dim:field mdschema="dc" element="identifier" qualifier="doi">10.71486/tn6x-p568</dim:field>
<dim:field mdschema="dc" element="identifier" qualifier="scayle">https://ss3.scayle.es:443/riubu-1/GICAP/Villar-Images_dataset_NF-UNSW-NB15-v3_1d_to_2d_2026.zip</dim:field>
<dim:field mdschema="dc" element="description" qualifier="abstract" lang="en">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.</dim:field>
<dim:field mdschema="dc" element="description" qualifier="sponsorship" lang="en">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.</dim:field>
<dim:field mdschema="dc" element="format" qualifier="mimetype">text/plain</dim:field>
<dim:field mdschema="dc" element="format" qualifier="mimetype">image/png</dim:field>
<dim:field mdschema="dc" element="format" qualifier="mimetype">application/zip</dim:field>
<dim:field mdschema="dc" element="language" qualifier="iso" lang="es">eng</dim:field>
<dim:field mdschema="dc" element="publisher" lang="es">Universidad de Burgos</dim:field>
<dim:field mdschema="dc" element="rights" lang="*">Atribución-NoComercial 4.0 Internacional</dim:field>
<dim:field mdschema="dc" element="rights" qualifier="uri" lang="*">http://creativecommons.org/licenses/by-nc/4.0/</dim:field>
<dim:field mdschema="dc" element="rights" qualifier="accessRights" lang="es">info:eu-repo/semantics/openAccess</dim:field>
<dim:field mdschema="dc" element="subject" lang="en">Cybersecurity</dim:field>
<dim:field mdschema="dc" element="subject" lang="en">IoT</dim:field>
<dim:field mdschema="dc" element="subject" lang="en">Dataset</dim:field>
<dim:field mdschema="dc" element="subject" lang="en">Exploratory data analysis</dim:field>
<dim:field mdschema="dc" element="subject" lang="en">Data preprocessing</dim:field>
<dim:field mdschema="dc" element="subject" lang="en">Downsampling</dim:field>
<dim:field mdschema="dc" element="subject" lang="en">Machine learning</dim:field>
<dim:field mdschema="dc" element="subject" qualifier="other" lang="es">Proceso de datos</dim:field>
<dim:field mdschema="dc" element="subject" qualifier="other" lang="es">Redes informáticas</dim:field>
<dim:field mdschema="dc" element="subject" qualifier="other" lang="en">Electronic data processing</dim:field>
<dim:field mdschema="dc" element="subject" qualifier="other" lang="en">Computer networks</dim:field>
<dim:field mdschema="dc" element="title" lang="en">Images_dataset_NF-UNSW-NB15-v3_1d_to_2d</dim:field>
<dim:field mdschema="dc" element="type" lang="es">dataset</dim:field>
<dim:field mdschema="dc" element="type" qualifier="hasVersion" lang="es">info:eu-repo/semantics/acceptedVersion</dim:field>
<dim:field mdschema="dc" element="publication" qualifier="year">2026</dim:field>
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