{"id":"https://openalex.org/W7141782075","doi":null,"title":"El Impacto de la Inteligencia Artificial en la ciberseguridad. El doble filo de la automatizaci\u00f3n en la seguridad inform\u00e1tica","display_name":"El Impacto de la Inteligencia Artificial en la ciberseguridad. El doble filo de la automatizaci\u00f3n en la seguridad inform\u00e1tica","publication_year":2026,"publication_date":"2026-01-02","ids":{"openalex":"https://openalex.org/W7141782075"},"language":"es","primary_location":{"id":"pmh:oai:openaccess.uoc.edu:10609/154046","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/10609/154046","pdf_url":"https://openaccess.uoc.edu/bitstreams/eac7b760-6be2-4493-833a-2afd9259d694/download","source":{"id":"https://openalex.org/S7407053569","display_name":"O2 - Repositori Institucional (Universitat Oberta de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bachelorThesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://openaccess.uoc.edu/bitstreams/eac7b760-6be2-4493-833a-2afd9259d694/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5130771013","display_name":"Eduardo G\u00f3mez Marrero","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"G\u00f3mez Marrero, Eduardo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5130771013"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12479","display_name":"Web Application Security Vulnerabilities","score":0.8148999810218811,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12479","display_name":"Web Application Security Vulnerabilities","score":0.8148999810218811,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.05889999866485596,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.04969999939203262,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.8629999756813049},{"id":"https://openalex.org/keywords/cybersecurity","display_name":"cybersecurity","score":0.7860000133514404},{"id":"https://openalex.org/keywords/penetration-testing","display_name":"penetration testing","score":0.8519999980926514},{"id":"https://openalex.org/keywords/llm-based-agents","display_name":"LLM agents","score":0.4860000014305115},{"id":"https://openalex.org/keywords/human-in-the-loop","display_name":"human-in-the-loop","score":0.7960000038146973},{"id":"https://openalex.org/keywords/network-enumeration","display_name":"network enumeration","score":0.4169999957084656},{"id":"https://openalex.org/keywords/evidence-documentation","display_name":"evidence documentation","score":0.47999998927116394},{"id":"https://openalex.org/keywords/security-automation","display_name":"security automation","score":0.33899998664855957}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.8672999739646912},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.5030999779701233},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.31949999928474426},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.2224999964237213},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.20100000500679016},{"id":"https://openalex.org/C3019832315","wikidata":"https://www.wikidata.org/wiki/Q5532355","display_name":"General interest","level":3,"score":0.1386999934911728},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12290000170469284},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12229999899864197},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11890000104904175},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.11410000175237656}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:openaccess.uoc.edu:10609/154046","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/10609/154046","pdf_url":"https://openaccess.uoc.edu/bitstreams/eac7b760-6be2-4493-833a-2afd9259d694/download","source":{"id":"https://openalex.org/S7407053569","display_name":"O2 - Repositori Institucional (Universitat Oberta de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bachelorThesis"}],"best_oa_location":{"id":"pmh:oai:openaccess.uoc.edu:10609/154046","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/10609/154046","pdf_url":"https://openaccess.uoc.edu/bitstreams/eac7b760-6be2-4493-833a-2afd9259d694/download","source":{"id":"https://openalex.org/S7407053569","display_name":"O2 - Repositori Institucional (Universitat Oberta de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bachelorThesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7141782075.pdf","grobid_xml":"https://content.openalex.org/works/W7141782075.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W3090694503","https://openalex.org/W4362704894","https://openalex.org/W4379382625","https://openalex.org/W4393170828","https://openalex.org/W4401314842","https://openalex.org/W4405262022","https://openalex.org/W4410140821"],"related_works":["https://openalex.org/W7162776720","https://openalex.org/W6891867882","https://openalex.org/W7214881918","https://openalex.org/W7166064602","https://openalex.org/W7007892311","https://openalex.org/W7154887124","https://openalex.org/W7162669423","https://openalex.org/W7168108800","https://openalex.org/W7217202629","https://openalex.org/W7160448046"],"abstract_inverted_index":{"El":[0],"trabajo":[1],"comienza":[2],"con":[3,70,78,145,176,237],"una":[4],"investigaci\u00f3n":[5],"sobre":[6],"el":[7,188],"impacto":[8],"de":[9,12,21,27,56,76,88,143,147,161,202,221],"los":[10,125,231],"modelos":[11,97,126],"lenguaje":[13],"en":[14,23,52,66,104,108,123,151,193,199,211],"ciberseguridad,":[15],"posteriormente":[16],"mediante":[17],"un":[18,24,38,61,85,102],"experimento":[19],"controlado":[20],"pentesting":[22],"laboratorio":[25],"local":[26],"OWASP":[28],"Juice":[29],"Shop":[30],"(retos":[31],"one-star).":[32],"La":[33,58],"finalidad":[34],"es":[35],"evaluar":[36],"si":[37,47],"LLM":[39,232],"puede":[40],"orquestar":[41],"parcialmente":[42],"reconocimiento":[43],"y":[44,46,54,80,93,101,111,141,149,179,186,227],"enumeraci\u00f3n":[45,75],"aporta":[48],"valor":[49,189],"como":[50,73,84,235,241],"asistente":[51],"interpretaci\u00f3n":[53],"documentaci\u00f3n":[55],"evidencias.":[57],"metodolog\u00eda":[59],"usa":[60],"entorno":[62],"instrumentado":[63],"(Kali":[64],"Linux":[65],"contenedor":[67],"o":[68],"VM)":[69],"herramientas":[71],"habituales":[72],"Nmap,":[74],"rutas":[77],"diccionarios":[79],"esc\u00e1neres":[81],"web,":[82],"as\u00ed":[83],"registro":[86],"sistem\u00e1tico":[87],"conversaciones":[89],"(JSON),":[90],"artefactos":[91],"(Markdown)":[92],"tiempos.":[94],"Se":[95],"comparan":[96],"locales":[98],"(LM":[99],"Studio)":[100],"modelo":[103],"la":[105,152,154,166,180,194],"nube":[106],"(Claude)":[107],"modo":[109],"aut\u00f3nomo":[110],"asistido":[112],"(HITL),":[113],"incorporando":[114],"al":[115],"analista":[116],"sin":[117],"IA.":[118],"Los":[119],"resultados":[120],"muestran":[121],"que,":[122],"aut\u00f3nomo,":[124],"tienden":[127],"a":[128],"\u201cavanzar":[129],"por":[130,159,214],"acumulaci\u00f3n\u201d:":[131],"encadenan":[132],"acciones,":[133],"pero":[134],"emergen":[135],"fricciones":[136],"operativas":[137],"(par\u00e1metros,":[138],"wildcards,":[139],"timeouts)":[140],"deriva":[142],"fase,":[144],"riesgo":[146],"redundancia":[148],"sobrecarga;":[150],"nube,":[153],"autonom\u00eda":[155],"queda":[156],"adem\u00e1s":[157],"condicionada":[158],"restricciones":[160],"acceso.":[162],"Bajo":[163],"control":[164],"humano,":[165],"ejecuci\u00f3n":[167],"se":[168,170,173,182,191,207,218,224,228],"estabiliza:":[169],"filtran":[171],"reintentos,":[172],"ajustan":[174],"par\u00e1metros":[175],"criterio":[177],"experimental":[178],"evidencia":[181],"vuelve":[183],"m\u00e1s":[184],"homog\u00e9nea":[185],"comparable;":[187],"diferencial":[190],"concentra":[192],"s\u00edntesis":[195],"(priorizaci\u00f3n,":[196],"explicaci\u00f3n":[197],"y,":[198],"Claude,":[200],"medidas":[201],"remediaci\u00f3n).":[203],"De":[204],"forma":[205,222],"manual":[206],"completan":[208],"28":[209],"retos":[210],"~53:59":[212],"(\u22482:50":[213],"reto).":[215],"En":[216],"conclusi\u00f3n,":[217],"apoya":[219],"H1/H2":[220],"condicionada,":[223],"refuerza":[225],"H3":[226],"confirma":[229],"H4:":[230],"funcionan":[233],"mejor":[234],"copilotos":[236],"supervisi\u00f3n":[238],"humana":[239],"que":[240],"agentes":[242],"plenamente":[243],"aut\u00f3nomos.":[244]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-03-28T00:00:00"}
