{"id":"https://openalex.org/W4407681793","doi":"https://doi.org/10.1145/3641554.3701958","title":"Enhancing Cybersecurity Education with Artificial Intelligence Content","display_name":"Enhancing Cybersecurity Education with Artificial Intelligence Content","publication_year":2025,"publication_date":"2025-02-12","ids":{"openalex":"https://openalex.org/W4407681793","doi":"https://doi.org/10.1145/3641554.3701958"},"language":"en","primary_location":{"id":"doi:10.1145/3641554.3701958","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641554.3701958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 1","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116305101","display_name":"Fernando Brito","orcid":null},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Fernando Brito","raw_affiliation_strings":["Cyber-Physical Systems Security Lab, School of Computing and Information Sciences, Florida International University, Miami, FL, USA"],"affiliations":[{"raw_affiliation_string":"Cyber-Physical Systems Security Lab, School of Computing and Information Sciences, Florida International University, Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065205555","display_name":"Yassine Mekdad","orcid":"https://orcid.org/0000-0003-3860-8057"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yassine Mekdad","raw_affiliation_strings":["Cyber-Physical Systems Security Lab, School of Computing and Information Sciences, Florida International University, Miami, FL, USA"],"affiliations":[{"raw_affiliation_string":"Cyber-Physical Systems Security Lab, School of Computing and Information Sciences, Florida International University, Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007612320","display_name":"Monique Ross","orcid":"https://orcid.org/0000-0002-6320-636X"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Monique Ross","raw_affiliation_strings":["Engineering Education Department, The Ohio State University, Columbus, OH, USA"],"affiliations":[{"raw_affiliation_string":"Engineering Education Department, The Ohio State University, Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000178238","display_name":"Mark Finlayson","orcid":"https://orcid.org/0000-0001-5716-9526"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark A. Finlayson","raw_affiliation_strings":["Cognition, Narrative, and Culture Laboratory (Cognac Lab), School of Computing and Information Sciences, Florida International University, Miami, FL, USA"],"affiliations":[{"raw_affiliation_string":"Cognition, Narrative, and Culture Laboratory (Cognac Lab), School of Computing and Information Sciences, Florida International University, Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019145852","display_name":"A. Selcuk Uluagac","orcid":"https://orcid.org/0000-0002-9823-3464"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Selcuk Uluagac","raw_affiliation_strings":["Cyber-Physical Systems Security Lab, School of Computing and Information Sciences, Florida International University, Miami, FL, USA"],"affiliations":[{"raw_affiliation_string":"Cyber-Physical Systems Security Lab, School of Computing and Information Sciences, Florida International University, Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5116305101"],"corresponding_institution_ids":["https://openalex.org/I19700959"],"apc_list":null,"apc_paid":null,"fwci":5.6514,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.95151764,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"158","last_page":"164"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9990000128746033,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9987999796867371,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9948999881744385,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6789789199829102},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6145638823509216}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6789789199829102},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6145638823509216}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3641554.3701958","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641554.3701958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 1","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1821745487","display_name":null,"funder_award_id":"H982302110324","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G3214427273","display_name":null,"funder_award_id":"DGE-2039606","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2750688159","https://openalex.org/W2787882473","https://openalex.org/W2793402936","https://openalex.org/W2907351452","https://openalex.org/W2908954810","https://openalex.org/W2918369918","https://openalex.org/W3047332055","https://openalex.org/W3149084432","https://openalex.org/W3158020972","https://openalex.org/W3181963722","https://openalex.org/W3197944870","https://openalex.org/W3209061983","https://openalex.org/W4220678767","https://openalex.org/W4323037833","https://openalex.org/W4365129631","https://openalex.org/W4366808739","https://openalex.org/W4388624485","https://openalex.org/W4389319264","https://openalex.org/W4392564553","https://openalex.org/W4396758529"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Artificial":[0],"Intelligence":[1],"(AI)":[2],"has":[3],"become":[4],"a":[5,197,223,233],"fundamental":[6],"tool":[7],"for":[8,63,98,168,235,238],"cybersecurity":[9,38,50,64,74,129,143,247],"researchers":[10],"and":[11,29,101,120,153,205],"practitioners.":[12],"It":[13],"is":[14],"frequently":[15],"used":[16],"to":[17,66,243],"address":[18,107],"major":[19],"security":[20],"problems":[21],"such":[22],"as":[23,232],"supply":[24],"chain":[25],"attacks,":[26],"ransomware":[27],"threats,":[28],"social":[30],"engineering.":[31],"In":[32],"this":[33],"context,":[34],"integrating":[35,139],"AI":[36,82,91,116,140,179,245],"into":[37,44,142,246],"workflows":[39],"requires":[40],"incorporating":[41],"AI-driven":[42],"approaches":[43],"the":[45,49,60,72,79,85,89,104,125,136,155,185,188,192,202,206,220],"educational":[46,240],"training":[47],"of":[48,81,88,138,171,184,191,226],"workforce.":[51],"This":[52],"paradigm":[53],"shift":[54],"in":[55,103,131],"academic":[56,112],"settings":[57],"will":[58],"introduce":[59],"necessary":[61],"skills":[62],"professionals":[65,100],"operate":[67],"modern":[68],"AI-based":[69],"systems.":[70],"Yet,":[71],"current":[73],"curriculum":[75],"still":[76],"suffers":[77],"from":[78,219],"absence":[80,94],"resources,":[83],"particularly":[84],"detailed":[86],"understanding":[87],"appropriate":[90],"mechanisms.":[92],"Such":[93],"leaves":[95],"skill":[96],"gaps":[97],"future":[99],"practitioners":[102],"industry.":[105],"To":[106,134],"this,":[108],"we":[109,123,145,163,195],"designed":[110],"an":[111],"lecture":[113,156,207],"module":[114,126],"on":[115],"covering":[117],"both":[118],"theory":[119],"practice.":[121],"Then,":[122,194],"taught":[124],"across":[127],"six":[128],"courses":[130],"our":[132,172,212,229],"institution.":[133],"assess":[135],"effectiveness":[137],"materials":[141],"education,":[144],"collected":[146],"data":[147],"by":[148,182],"presenting":[149],"two":[150],"surveys":[151],"before":[152],"after":[154],"(concluding":[157],"81":[158],"participants":[159,221],"per":[160],"survey).":[161],"Specifically,":[162],"utilized":[164],"widely":[165],"accepted":[166],"models":[167],"unbiased":[169],"analysis":[170,214],"data.":[173],"Our":[174],"experimental":[175],"results":[176,215],"show":[177],"positive":[178,217,224],"knowledge":[180],"improvement":[181],"30%":[183],"participants,":[186],"demonstrating":[187],"beneficial":[189],"impact":[190],"lecture.":[193],"observed":[196],"high":[198],"similarity":[199],"score":[200,225],"between":[201],"survey":[203],"responses":[204],"content,":[208],"reaching":[209],"84%.":[210],"Moreover,":[211],"sentiment":[213],"reflect":[216],"feedback":[218],"with":[222],"0.50.":[227],"Overall,":[228],"study":[230],"serves":[231],"reference":[234],"instructional":[236],"designers":[237],"developing":[239],"curricula":[241],"aiming":[242],"integrate":[244],"education.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
