{"id":"https://openalex.org/W4393071709","doi":"https://doi.org/10.1093/jigpal/jzae013","title":"Beta Hebbian Learning for intrusion detection in networks with MQTT Protocols for IoT devices","display_name":"Beta Hebbian Learning for intrusion detection in networks with MQTT Protocols for IoT devices","publication_year":2024,"publication_date":"2024-03-20","ids":{"openalex":"https://openalex.org/W4393071709","doi":"https://doi.org/10.1093/jigpal/jzae013"},"language":"en","primary_location":{"id":"doi:10.1093/jigpal/jzae013","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jigpal/jzae013","pdf_url":"https://academic.oup.com/jigpal/advance-article-pdf/doi/10.1093/jigpal/jzae013/57054461/jzae013.pdf","source":{"id":"https://openalex.org/S2734381524","display_name":"Logic Journal of IGPL","issn_l":"1367-0751","issn":["1367-0751","1368-9894"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Logic Journal of the IGPL","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/jigpal/advance-article-pdf/doi/10.1093/jigpal/jzae013/57054461/jzae013.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007067511","display_name":"\u00c1lvaro Michelena","orcid":"https://orcid.org/0000-0003-0134-5660"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"\u00c1lvaro Michelena","raw_affiliation_strings":["Department of Industrial Engineering , University of A Coru\u00f1a, CTC, CITIC, 15403 Ferrol, A Coru\u00f1a, Spain, alvaro.michelena@udc.es"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering , University of A Coru\u00f1a, CTC, CITIC, 15403 Ferrol, A Coru\u00f1a, Spain, alvaro.michelena@udc.es","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088478509","display_name":"Mar\u00eda Teresa Garc\u00ed\u00ada-Ord\u00e1s","orcid":"https://orcid.org/0000-0002-3796-3949"},"institutions":[{"id":"https://openalex.org/I8833935","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/02tzt0b78","country_code":"ES","type":"education","lineage":["https://openalex.org/I8833935"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Mar\u00eda Teresa Garc\u00eda Ord\u00e1s","raw_affiliation_strings":["Department of Electrical and Systems Engineering , University of Le\u00f3n, 24007 Le\u00f3n, Spain, mgaro@unileon.es"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Systems Engineering , University of Le\u00f3n, 24007 Le\u00f3n, Spain, mgaro@unileon.es","institution_ids":["https://openalex.org/I8833935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027100234","display_name":"Jos\u00e9 Aveleira\u2010Mata","orcid":"https://orcid.org/0000-0001-5439-0997"},"institutions":[{"id":"https://openalex.org/I8833935","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/02tzt0b78","country_code":"ES","type":"education","lineage":["https://openalex.org/I8833935"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jos\u00e9 Aveleira-Mata","raw_affiliation_strings":["Department of Electrical and Systems Engineering , University of Le\u00f3n, 24007 Le\u00f3n, Spain, jose.aveleira@unileon.es"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Systems Engineering , University of Le\u00f3n, 24007 Le\u00f3n, Spain, jose.aveleira@unileon.es","institution_ids":["https://openalex.org/I8833935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051307046","display_name":"David Yeregui Marcos del Blanco","orcid":"https://orcid.org/0000-0001-7702-6602"},"institutions":[{"id":"https://openalex.org/I8833935","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/02tzt0b78","country_code":"ES","type":"education","lineage":["https://openalex.org/I8833935"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"David Yeregui Marcos del Blanco","raw_affiliation_strings":["Department of Mechanic Engineering , Computer and Aerospacial Sciences, University of Le\u00f3n, 24007 Le\u00f3n, Spain, david.yeregui.marcos@gmail.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanic Engineering , Computer and Aerospacial Sciences, University of Le\u00f3n, 24007 Le\u00f3n, Spain, david.yeregui.marcos@gmail.com","institution_ids":["https://openalex.org/I8833935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012318342","display_name":"M\u00edriam Timiraos","orcid":"https://orcid.org/0000-0003-0982-6346"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"M\u00edriam Timiraos D\u00edaz","raw_affiliation_strings":["Department of Industrial Engineering , University of A Coru\u00f1a, CTC, CITIC, 15403 Ferrol, A Coru\u00f1a, Spain, miriam.timiraos.diaz@udc.es"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering , University of A Coru\u00f1a, CTC, CITIC, 15403 Ferrol, A Coru\u00f1a, Spain, miriam.timiraos.diaz@udc.es","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085403297","display_name":"Francisco Zayas\u2010Gato","orcid":null},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Francisco Zayas-Gato","raw_affiliation_strings":["Department of Industrial Engineering , University of A Coru\u00f1a, CTC, CITIC, 15403 Ferrol, A Coru\u00f1a, Spain, f.zayas.gato@udc.es"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering , University of A Coru\u00f1a, CTC, CITIC, 15403 Ferrol, A Coru\u00f1a, Spain, f.zayas.gato@udc.es","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072373567","display_name":"Esteban Jove","orcid":"https://orcid.org/0000-0002-0625-359X"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Esteban Jove","raw_affiliation_strings":["Department of Industrial Engineering , University of A Coru\u00f1a, CTC, CITIC, 15403 Ferrol, A Coru\u00f1a, Spain, esteban.jove@udc.es"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering , University of A Coru\u00f1a, CTC, CITIC, 15403 Ferrol, A Coru\u00f1a, Spain, esteban.jove@udc.es","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030222467","display_name":"Jos\u00e9\u2010Luis Casteleiro\u2010Roca","orcid":"https://orcid.org/0000-0001-9740-6477"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jos\u00e9-Luis Casteleiro-Roca","raw_affiliation_strings":["Department of Industrial Engineering , University of A Coru\u00f1a, CTC, CITIC, 15403 Ferrol, A Coru\u00f1a, Spain, jose.luis.casteleiro@udc.es"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering , University of A Coru\u00f1a, CTC, CITIC, 15403 Ferrol, A Coru\u00f1a, Spain, jose.luis.casteleiro@udc.es","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017319459","display_name":"H\u00e9ctor Quinti\u00e1n","orcid":"https://orcid.org/0000-0002-0268-7999"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"H\u00e9ctor Quinti\u00e1n","raw_affiliation_strings":["Department of Industrial Engineering , University of A Coru\u00f1a, CTC, CITIC, 15403 Ferrol, A Coru\u00f1a, Spain, hector.quintian@udc.es"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering , University of A Coru\u00f1a, CTC, CITIC, 15403 Ferrol, A Coru\u00f1a, Spain, hector.quintian@udc.es","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034655727","display_name":"H\u00e9ctor Al\u00e1iz\u2010Moret\u00f3n","orcid":"https://orcid.org/0000-0001-6572-1261"},"institutions":[{"id":"https://openalex.org/I8833935","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/02tzt0b78","country_code":"ES","type":"education","lineage":["https://openalex.org/I8833935"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"H\u00e9ctor Alaiz-Moret\u00f3n","raw_affiliation_strings":["Department of Electrical and Systems Engineering , University of Le\u00f3n, 24007 Le\u00f3n, Spain, hector.moreton@unileon.es"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Systems Engineering , University of Le\u00f3n, 24007 Le\u00f3n, Spain, hector.moreton@unileon.es","institution_ids":["https://openalex.org/I8833935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088415997","display_name":"Jos\u00e9 Luis Calvo\u2010Rolle","orcid":"https://orcid.org/0000-0002-2333-8405"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jos\u00e9 Luis Calvo-Rolle","raw_affiliation_strings":["Department of Industrial Engineering , University of A Coru\u00f1a, CTC, CITIC, 15403 Ferrol, A Coru\u00f1a, Spain, jlcalvo@udc.es"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering , University of A Coru\u00f1a, CTC, CITIC, 15403 Ferrol, A Coru\u00f1a, Spain, jlcalvo@udc.es","institution_ids":["https://openalex.org/I11019714"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5007067511","https://openalex.org/A5012318342","https://openalex.org/A5017319459","https://openalex.org/A5027100234","https://openalex.org/A5030222467","https://openalex.org/A5034655727","https://openalex.org/A5051307046","https://openalex.org/A5072373567","https://openalex.org/A5085403297","https://openalex.org/A5088415997","https://openalex.org/A5088478509"],"corresponding_institution_ids":["https://openalex.org/I11019714","https://openalex.org/I8833935"],"apc_list":{"value":4151,"currency":"USD","value_usd":4151},"apc_paid":{"value":4151,"currency":"USD","value_usd":4151},"fwci":1.9249,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.85996407,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"32","issue":"2","first_page":"352","last_page":"365"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9934999942779541,"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/mqtt","display_name":"MQTT","score":0.8708521127700806},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7596853375434875},{"id":"https://openalex.org/keywords/hebbian-theory","display_name":"Hebbian theory","score":0.6644790768623352},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5918575525283813},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5085865259170532},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4914597272872925},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23976629972457886},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.16336536407470703},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.12881949543952942}],"concepts":[{"id":"https://openalex.org/C132868160","wikidata":"https://www.wikidata.org/wiki/Q10322548","display_name":"MQTT","level":3,"score":0.8708521127700806},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7596853375434875},{"id":"https://openalex.org/C111437709","wikidata":"https://www.wikidata.org/wiki/Q1277874","display_name":"Hebbian theory","level":3,"score":0.6644790768623352},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5918575525283813},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5085865259170532},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4914597272872925},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23976629972457886},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.16336536407470703},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.12881949543952942}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1093/jigpal/jzae013","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jigpal/jzae013","pdf_url":"https://academic.oup.com/jigpal/advance-article-pdf/doi/10.1093/jigpal/jzae013/57054461/jzae013.pdf","source":{"id":"https://openalex.org/S2734381524","display_name":"Logic Journal of IGPL","issn_l":"1367-0751","issn":["1367-0751","1368-9894"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Logic Journal of the IGPL","raw_type":"journal-article"},{"id":"pmh:doi:10.5281/zenodo.18712347","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},{"id":"pmh:oai:ruc.udc.es:2183/36012","is_oa":true,"landing_page_url":"http://hdl.handle.net/2183/36012","pdf_url":null,"source":{"id":"https://openalex.org/S4306402204","display_name":"RUC (Universidade Da Coru\u00f1a)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1093/jigpal/jzae013","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jigpal/jzae013","pdf_url":"https://academic.oup.com/jigpal/advance-article-pdf/doi/10.1093/jigpal/jzae013/57054461/jzae013.pdf","source":{"id":"https://openalex.org/S2734381524","display_name":"Logic Journal of IGPL","issn_l":"1367-0751","issn":["1367-0751","1368-9894"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Logic Journal of the IGPL","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1933851018","display_name":null,"funder_award_id":"ED431G 2019/01","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G3199046289","display_name":null,"funder_award_id":"ED431G 2019/01","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3876637791","display_name":null,"funder_award_id":"ED431G","funder_id":"https://openalex.org/F4320326655","funder_display_name":"Xunta de Galicia"},{"id":"https://openalex.org/G6122222817","display_name":null,"funder_award_id":"COVID-19","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G726424357","display_name":null,"funder_award_id":"ED431G 2019/01","funder_id":"https://openalex.org/F4320326655","funder_display_name":"Xunta de Galicia"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320326655","display_name":"Xunta de Galicia","ror":"https://ror.org/0181xnw06"},{"id":"https://openalex.org/F4320327970","display_name":"Instituto Nacional de Ciberseguridad","ror":null},{"id":"https://openalex.org/F4320328562","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4393071709.pdf"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1966741850","https://openalex.org/W2002738706","https://openalex.org/W2015837697","https://openalex.org/W2050760517","https://openalex.org/W2082629633","https://openalex.org/W2187089797","https://openalex.org/W2480842440","https://openalex.org/W2505749462","https://openalex.org/W2581042172","https://openalex.org/W2595281680","https://openalex.org/W2761800654","https://openalex.org/W2779139350","https://openalex.org/W2892101117","https://openalex.org/W2929835212","https://openalex.org/W2963748489","https://openalex.org/W2969394128","https://openalex.org/W3033384383","https://openalex.org/W3045855741","https://openalex.org/W3046336220","https://openalex.org/W3082046256","https://openalex.org/W3096448935","https://openalex.org/W3097365503","https://openalex.org/W3098620325","https://openalex.org/W3103682204","https://openalex.org/W3159346078","https://openalex.org/W3200617211","https://openalex.org/W3201480717","https://openalex.org/W4206174637","https://openalex.org/W4210691008","https://openalex.org/W4246940649","https://openalex.org/W4283382503","https://openalex.org/W6636494321","https://openalex.org/W6663286599","https://openalex.org/W6732501533","https://openalex.org/W6732620192","https://openalex.org/W6745257251","https://openalex.org/W6758078588","https://openalex.org/W6780803890","https://openalex.org/W6785496879","https://openalex.org/W6801702414","https://openalex.org/W6802261851","https://openalex.org/W6802865985"],"related_works":["https://openalex.org/W3188283133","https://openalex.org/W2967645615","https://openalex.org/W4296174532","https://openalex.org/W4379616043","https://openalex.org/W3096163214","https://openalex.org/W3201170624","https://openalex.org/W2769489861","https://openalex.org/W4388501054","https://openalex.org/W2802923594","https://openalex.org/W3172228157"],"abstract_inverted_index":{"Abstract":[0],"This":[1,44],"paper":[2],"aims":[3],"to":[4,34,88],"enhance":[5],"security":[6],"in":[7,32,93,104],"IoT":[8,56,105],"device":[9],"networks":[10],"through":[11],"a":[12,52,80,97],"visual":[13],"tool":[14,99],"that":[15,84,100],"utilizes":[16],"three":[17],"projection":[18],"techniques,":[19],"including":[20],"Beta":[21],"Hebbian":[22],"Learning":[23],"(BHL),":[24],"t-distributed":[25],"Stochastic":[26],"Neighbor":[27],"Embedding":[28],"(t-SNE)":[29],"and":[30,58],"ISOMAP,":[31],"order":[33],"facilitate":[35],"the":[36,49],"identification":[37],"of":[38,51,82],"network":[39],"attacks":[40,62,92],"by":[41],"human":[42,86],"experts.":[43],"work":[45],"research":[46],"begins":[47],"with":[48,55],"creation":[50],"testing":[53],"environment":[54],"devices":[57],"web":[59],"clients,":[60],"simulating":[61],"over":[63],"Message":[64],"Queuing":[65],"Telemetry":[66],"Transport":[67],"(MQTT)":[68],"for":[69],"recording":[70],"all":[71],"relevant":[72],"traffic":[73],"information.":[74],"The":[75],"unsupervised":[76],"algorithms":[77],"chosen":[78],"provide":[79],"set":[81],"projections":[83],"enable":[85],"experts":[87],"visually":[89],"identify":[90],"most":[91],"real-time,":[94],"making":[95],"it":[96],"powerful":[98],"can":[101],"be":[102],"implemented":[103],"environments":[106],"easily.":[107]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}