{"id":"https://openalex.org/W4400976822","doi":"https://doi.org/10.1145/3664476.3670467","title":"Enhancing Cybersecurity Curriculum Development: AI-Driven Mapping and Optimization Techniques","display_name":"Enhancing Cybersecurity Curriculum Development: AI-Driven Mapping and Optimization Techniques","publication_year":2024,"publication_date":"2024-07-25","ids":{"openalex":"https://openalex.org/W4400976822","doi":"https://doi.org/10.1145/3664476.3670467"},"language":"en","primary_location":{"id":"doi:10.1145/3664476.3670467","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3664476.3670467","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Availability, Reliability and Security","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3664476.3670467","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002550727","display_name":"Petr Dzurenda","orcid":"https://orcid.org/0000-0002-4366-3950"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Petr Dzurenda","raw_affiliation_strings":["Brno University of Technology, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Brno University of Technology, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070644950","display_name":"Sara Ricci","orcid":"https://orcid.org/0000-0003-0842-4951"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Sara Ricci","raw_affiliation_strings":["Brno University of Technology, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Brno University of Technology, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076656364","display_name":"Marek Sikora","orcid":"https://orcid.org/0000-0002-2896-2303"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Marek Sikora","raw_affiliation_strings":["Brno University of Technology, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Brno University of Technology, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105080913","display_name":"Michal Stejskal","orcid":"https://orcid.org/0009-0001-9048-4381"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Michal Stejskal","raw_affiliation_strings":["Brno University of Technology, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Brno University of Technology, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044554457","display_name":"Imre Lend\u00e1k","orcid":"https://orcid.org/0000-0001-6188-4936"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Imre Lend\u00e1k","raw_affiliation_strings":["University of Novi Sad, Serbia"],"affiliations":[{"raw_affiliation_string":"University of Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003234860","display_name":"Pedro Ad\u00e3o","orcid":"https://orcid.org/0000-0002-4049-1954"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro Adao","raw_affiliation_strings":["Instituto Superior T\u00e9cnico, ULisboa, and Instituto de Telecomunica\u00e7\u00f5es, Portugal"],"affiliations":[{"raw_affiliation_string":"Instituto Superior T\u00e9cnico, ULisboa, and Instituto de Telecomunica\u00e7\u00f5es, Portugal","institution_ids":["https://openalex.org/I4210120471"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002550727"],"corresponding_institution_ids":["https://openalex.org/I60587646"],"apc_list":null,"apc_paid":null,"fwci":3.2041,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.91596904,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9624999761581421,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9151999950408936,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6636240482330322},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.5064471960067749},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4762461483478546},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08329117298126221}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6636240482330322},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.5064471960067749},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4762461483478546},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08329117298126221},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3664476.3670467","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3664476.3670467","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Availability, Reliability and Security","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.vut.cz:11012/250055","is_oa":true,"landing_page_url":"http://hdl.handle.net/11012/250055","pdf_url":"https://dspace.vut.cz/bitstreams/2c65ff51-3b56-46b3-81a3-50505b8d62ca/download","source":{"id":"https://openalex.org/S4306400317","display_name":"Brno University of Technology Digital Library (Brno University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60587646","host_organization_name":"Brno University of Technology","host_organization_lineage":["https://openalex.org/I60587646"],"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":"publishedVersion"},{"id":"pmh:oai:https://dspace.vut.cz:11012/250055","is_oa":true,"landing_page_url":"https://hdl.handle.net/11012/250055","pdf_url":null,"source":{"id":"https://openalex.org/S4306400317","display_name":"Brno University of Technology Digital Library (Brno University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60587646","host_organization_name":"Brno University of Technology","host_organization_lineage":["https://openalex.org/I60587646"],"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":"publishedVersion"}],"best_oa_location":{"id":"doi:10.1145/3664476.3670467","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3664476.3670467","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Availability, Reliability and Security","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1334410116","display_name":null,"funder_award_id":"1701-EPP-1-2020-1-LT-EPPKA2-SSA-B","funder_id":"https://openalex.org/F4320335551","funder_display_name":"Erasmus+"},{"id":"https://openalex.org/G1376728574","display_name":null,"funder_award_id":"VJ03030003","funder_id":"https://openalex.org/F4320311333","funder_display_name":"Ministerstvo Vnitra \u010cesk\u00e9 Republiky"},{"id":"https://openalex.org/G2074083719","display_name":null,"funder_award_id":"50008","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2144570049","display_name":null,"funder_award_id":"UIDB/50008","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G2224066428","display_name":null,"funder_award_id":"ERASMUS+","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2500590091","display_name":null,"funder_award_id":"UIDB/50008/2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2814440743","display_name":null,"funder_award_id":"621701-EPP-1-2020-1-LT-EPPKA2-SSA-B","funder_id":"https://openalex.org/F4320335551","funder_display_name":"Erasmus+"},{"id":"https://openalex.org/G2953162778","display_name":null,"funder_award_id":"TKP2021-NVA","funder_id":"https://openalex.org/F4320335908","funder_display_name":"Nemzeti Kutat\u00e1si, Fejleszt\u00e9si \u00e9s Innovaci\u00f3s Alap"},{"id":"https://openalex.org/G298428782","display_name":null,"funder_award_id":"TKP2021","funder_id":"https://openalex.org/F4320335908","funder_display_name":"Nemzeti Kutat\u00e1si, Fejleszt\u00e9si \u00e9s Innovaci\u00f3s Alap"},{"id":"https://openalex.org/G3122549715","display_name":null,"funder_award_id":"621701-EPP-1-2020-1-LT-EPPKA2-SSA-B 'REWIRE'","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G3272457656","display_name":null,"funder_award_id":"UIDB/","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G3375535518","display_name":null,"funder_award_id":"UIDB/50008/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G3427027764","display_name":null,"funder_award_id":"UIDB/50008/2020","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G3850789590","display_name":null,"funder_award_id":"50008","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G4411439883","display_name":null,"funder_award_id":"TKP2021-NVA-29","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G4730158122","display_name":null,"funder_award_id":"UIDB/50008/2020","funder_id":"https://openalex.org/F4320328988","funder_display_name":"Instituto de Telecomunica\u00e7\u00f5es"},{"id":"https://openalex.org/G5591297016","display_name":null,"funder_award_id":"VJ03030003","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G6915921933","display_name":null,"funder_award_id":"621701","funder_id":"https://openalex.org/F4320335551","funder_display_name":"Erasmus+"},{"id":"https://openalex.org/G8304482539","display_name":null,"funder_award_id":"TKP2021-NVA-29","funder_id":"https://openalex.org/F4320335908","funder_display_name":"Nemzeti Kutat\u00e1si, Fejleszt\u00e9si \u00e9s Innovaci\u00f3s Alap"},{"id":"https://openalex.org/G8675081021","display_name":null,"funder_award_id":"621701-EPP-1-2020-1-LT-EPPKA2-SSA-B","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320311333","display_name":"Ministerstvo Vnitra \u010cesk\u00e9 Republiky","ror":"https://ror.org/05w1nn565"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"},{"id":"https://openalex.org/F4320328988","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33"},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"},{"id":"https://openalex.org/F4320335551","display_name":"Erasmus+","ror":null},{"id":"https://openalex.org/F4320335908","display_name":"Nemzeti Kutat\u00e1si, Fejleszt\u00e9si \u00e9s Innovaci\u00f3s Alap","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2053913299","https://openalex.org/W2975634117","https://openalex.org/W3043379545","https://openalex.org/W3194429720","https://openalex.org/W4231022005","https://openalex.org/W4299981385","https://openalex.org/W4302374057"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Cybersecurity":[0,100,111],"has":[1],"become":[2],"important,":[3],"especially":[4],"during":[5],"the":[6,23,30,47,54,98,106,121,142,151,156,164,174],"last":[7],"decade.":[8],"The":[9,161],"significant":[10,40],"growth":[11],"of":[12,16,42,51,124,148,158,166],"information":[13],"technologies,":[14],"internet":[15],"things,":[17],"and":[18,53,68,80,89,129,134,173],"digitalization":[19],"in":[20,25,113,150],"general,":[21],"increased":[22],"interest":[24],"cybersecurity":[26,33,72],"professionals":[27,34,44],"significantly.":[28],"While":[29],"demand":[31],"for":[32,110],"is":[35,38,93],"high,":[36],"there":[37],"a":[39,64,138],"shortage":[41],"these":[43],"due":[45],"to":[46,95,126,154,170],"very":[48],"diverse":[49],"landscape":[50],"knowledge":[52],"complex":[55],"curriculum":[56,73,144,167],"accreditation":[57],"process.":[58],"In":[59],"this":[60],"article,":[61],"we":[62],"introduce":[63],"novel":[65],"AI-driven":[66],"mapping":[67,118],"optimization":[69,175],"solution":[70,76],"enabling":[71],"development.":[74],"Our":[75],"leverages":[77],"machine":[78],"learning":[79],"integer":[81],"linear":[82],"programming":[83],"optimization,":[84],"offering":[85],"an":[86],"automated,":[87],"intuitive,":[88],"user-friendly":[90],"approach.":[91,160],"It":[92],"designed":[94],"align":[96],"with":[97],"European":[99,107],"Skills":[101],"Framework":[102],"(ECSF)":[103],"released":[104],"by":[105],"Union":[108],"Agency":[109],"(ENISA)":[112],"2022.":[114],"Notably,":[115],"our":[116,159,179],"innovative":[117],"methodology":[119],"enables":[120],"seamless":[122],"adaptation":[123],"ECSF":[125,171],"existing":[127],"curricula":[128],"addresses":[130],"evolving":[131],"industry":[132],"needs":[133],"trend.":[135],"We":[136],"conduct":[137],"case":[139],"study":[140],"using":[141],"university":[143],"from":[145],"Brno":[146],"University":[147],"Technology":[149],"Czech":[152],"Republic":[153],"showcase":[155],"efficacy":[157],"results":[162],"demonstrate":[163],"extent":[165],"coverage":[168],"according":[169],"profiles":[172],"progress":[176],"achieved":[177],"through":[178],"methodology.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}