{"id":"https://openalex.org/W4410412747","doi":"https://doi.org/10.32604/cmc.2025.061427","title":"A Contemporary and Comprehensive Bibliometric Exposition on Deepfake Research and Trends","display_name":"A Contemporary and Comprehensive Bibliometric Exposition on Deepfake Research and Trends","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410412747","doi":"https://doi.org/10.32604/cmc.2025.061427"},"language":"en","primary_location":{"id":"doi:10.32604/cmc.2025.061427","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.061427","pdf_url":null,"source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials & Continua","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.32604/cmc.2025.061427","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116805042","display_name":"Akanbi Bolakale AbdulQudus","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Akanbi Bolakale AbdulQudus","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079438711","display_name":"Oluwatosin Ahmed Amodu","orcid":"https://orcid.org/0000-0002-4078-6066"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Oluwatosin Ahmed Amodu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090348048","display_name":"Umar Ali Bukar","orcid":"https://orcid.org/0000-0002-3983-6919"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Umar Ali Bukar","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007878271","display_name":"Raja Azlina Raja Mahmood","orcid":"https://orcid.org/0000-0002-1169-4226"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Raja Azlina Raja Mahmood","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066581701","display_name":"Anies Faziehan Zakaria","orcid":"https://orcid.org/0000-0002-6215-422X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anies Faziehan Zakaria","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117560392","display_name":"Saki-Ogah Queen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Saki-Ogah Queen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5015475120","display_name":"Zurina Mohd Hanapi","orcid":"https://orcid.org/0000-0002-8079-1791"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zurina Mohd Hanapi","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5116805042"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.8129,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93200477,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"84","issue":"1","first_page":"153","last_page":"236"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14319","display_name":"Currency Recognition and Detection","score":0.2793999910354614,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T14319","display_name":"Currency Recognition and Detection","score":0.2793999910354614,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/exposition","display_name":"Exposition (narrative)","score":0.9234070777893066},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38271647691726685},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.3756190240383148},{"id":"https://openalex.org/keywords/regional-science","display_name":"Regional science","score":0.33306777477264404},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.3243902921676636},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.31976598501205444},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.22065472602844238},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13398310542106628},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.07382932305335999}],"concepts":[{"id":"https://openalex.org/C2776285698","wikidata":"https://www.wikidata.org/wiki/Q2642214","display_name":"Exposition (narrative)","level":2,"score":0.9234070777893066},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38271647691726685},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3756190240383148},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.33306777477264404},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.3243902921676636},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.31976598501205444},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.22065472602844238},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13398310542106628},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.07382932305335999},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32604/cmc.2025.061427","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.061427","pdf_url":null,"source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials & Continua","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32604/cmc.2025.061427","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.061427","pdf_url":null,"source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials & Continua","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":124,"referenced_works":["https://openalex.org/W150292108","https://openalex.org/W2072273451","https://openalex.org/W2150220236","https://openalex.org/W2510671099","https://openalex.org/W2901292257","https://openalex.org/W2955437544","https://openalex.org/W2987264428","https://openalex.org/W2989851933","https://openalex.org/W3003095794","https://openalex.org/W3008227768","https://openalex.org/W3034530968","https://openalex.org/W3035575176","https://openalex.org/W3097763105","https://openalex.org/W3135809943","https://openalex.org/W3137875885","https://openalex.org/W3138202081","https://openalex.org/W3142599389","https://openalex.org/W3160856016","https://openalex.org/W3168500094","https://openalex.org/W3174602292","https://openalex.org/W3183175034","https://openalex.org/W3194707050","https://openalex.org/W3195107722","https://openalex.org/W3197078264","https://openalex.org/W3199891316","https://openalex.org/W4200198743","https://openalex.org/W4205421468","https://openalex.org/W4205695807","https://openalex.org/W4205944267","https://openalex.org/W4210572254","https://openalex.org/W4213079790","https://openalex.org/W4213449918","https://openalex.org/W4214684483","https://openalex.org/W4225011893","https://openalex.org/W4225420087","https://openalex.org/W4281861252","https://openalex.org/W4287958448","https://openalex.org/W4294215472","https://openalex.org/W4297095254","https://openalex.org/W4304185375","https://openalex.org/W4306403910","https://openalex.org/W4306767250","https://openalex.org/W4307099238","https://openalex.org/W4308497888","https://openalex.org/W4310732279","https://openalex.org/W4312062359","https://openalex.org/W4312782746","https://openalex.org/W4312801733","https://openalex.org/W4313476637","https://openalex.org/W4315865725","https://openalex.org/W4317796367","https://openalex.org/W4318821908","https://openalex.org/W4321484206","https://openalex.org/W4322576470","https://openalex.org/W4360993864","https://openalex.org/W4361199093","https://openalex.org/W4367044420","https://openalex.org/W4377231695","https://openalex.org/W4380032102","https://openalex.org/W4380767999","https://openalex.org/W4380990703","https://openalex.org/W4381198892","https://openalex.org/W4383753813","https://openalex.org/W4385289230","https://openalex.org/W4385458448","https://openalex.org/W4385580941","https://openalex.org/W4386038364","https://openalex.org/W4386067316","https://openalex.org/W4386099943","https://openalex.org/W4386134163","https://openalex.org/W4386590154","https://openalex.org/W4387666703","https://openalex.org/W4388495872","https://openalex.org/W4388888822","https://openalex.org/W4389060070","https://openalex.org/W4389633690","https://openalex.org/W4389897623","https://openalex.org/W4389955258","https://openalex.org/W4390872155","https://openalex.org/W4391110866","https://openalex.org/W4391174832","https://openalex.org/W4391229131","https://openalex.org/W4391878097","https://openalex.org/W4391931465","https://openalex.org/W4392163359","https://openalex.org/W4392920306","https://openalex.org/W4393098582","https://openalex.org/W4393170828","https://openalex.org/W4393308240","https://openalex.org/W4394579912","https://openalex.org/W4395037636","https://openalex.org/W4396754444","https://openalex.org/W4398207069","https://openalex.org/W4399043200","https://openalex.org/W4399048893","https://openalex.org/W4399049402","https://openalex.org/W4399069904","https://openalex.org/W4399199085","https://openalex.org/W4399380497","https://openalex.org/W4399431188","https://openalex.org/W4399800749","https://openalex.org/W4399800993","https://openalex.org/W4400732561","https://openalex.org/W4401571548","https://openalex.org/W4401946066","https://openalex.org/W4402782306","https://openalex.org/W4403277964","https://openalex.org/W4403431661","https://openalex.org/W4403896455","https://openalex.org/W4404069441","https://openalex.org/W4404787858","https://openalex.org/W4405267272","https://openalex.org/W4405778546","https://openalex.org/W4405911176","https://openalex.org/W4406213428","https://openalex.org/W4406325044","https://openalex.org/W4406772002","https://openalex.org/W4406933079","https://openalex.org/W4407138898","https://openalex.org/W4407161427","https://openalex.org/W4407172089","https://openalex.org/W4407597463","https://openalex.org/W4407868749","https://openalex.org/W4408054937"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2356114564","https://openalex.org/W2350151408","https://openalex.org/W2380661758","https://openalex.org/W3005974700","https://openalex.org/W3006355877","https://openalex.org/W3165905718","https://openalex.org/W3006351327","https://openalex.org/W2327984862"],"abstract_inverted_index":{"This":[0,168],"paper":[1,86,121],"provides":[2],"a":[3,33,179,198],"comprehensive":[4,169],"bibliometric":[5,81],"exposition":[6],"on":[7,35,43,73,83,143,148,200],"deepfake":[8,101,117,166],"research,":[9],"exploring":[10],"the":[11,36,50,94,158],"intersection":[12],"of":[13,38,93,139,182],"artificial":[14],"intelligence":[15],"and":[16,28,46,48,90,107,114,132,192,205],"deepfakes":[17,127],"as":[18,20,129,157],"well":[19],"international":[21],"collaborations,":[22],"prominent":[23,75],"researchers,":[24,204],"organizations,":[25],"institutions,":[26],"publications,":[27],"key":[29,112],"themes.":[30,77],"We":[31,134],"performed":[32],"search":[34,142],"Web":[37],"Science":[39],"(WoS)":[40],"database,":[41],"focusing":[42,146],"Artificial":[44],"Intelligence":[45],"Deepfakes,":[47],"filtered":[49],"results":[51],"across":[52],"21":[53],"research":[54,76],"areas,":[55],"yielding":[56],"1412":[57],"articles.":[58],"Using":[59],"VOSviewer":[60],"visualization":[61],"tool,":[62],"we":[63],"analyzed":[64],"this":[65,85,120],"WoS":[66],"data":[67],"through":[68],"keyword":[69],"co-occurrence":[70],"graphs,":[71],"emphasizing":[72],"four":[74],"Compared":[78],"with":[79],"existing":[80],"papers":[82,97],"deepfakes,":[84],"proceeds":[87],"to":[88,195],"identify":[89],"discuss":[91],"some":[92],"highly":[95],"cited":[96],"within":[98],"these":[99],"themes:":[100],"detection,":[102],"feature":[103],"extraction,":[104],"face":[105],"recognition,":[106],"forensics.":[108],"The":[109],"discussion":[110,199],"highlights":[111],"challenges":[113],"advancements":[115],"in":[116,165],"research.":[118,167],"Furthermore,":[119],"also":[122,135,209],"discusses":[123],"pressing":[124],"issues":[125],"surrounding":[126],"such":[128],"security,":[130],"regulation,":[131],"datasets.":[133],"provide":[136],"an":[137],"analysis":[138],"another":[140],"exhaustive":[141],"Scopus":[144],"database":[145],"solely":[147],"Deepfakes":[149],"(while":[150],"not":[151],"excluding":[152],"AI)":[153],"revealing":[154],"deep":[155],"learning":[156],"predominant":[159],"keyword,":[160],"underscoring":[161],"AI\u2019s":[162],"central":[163],"role":[164],"analysis,":[170],"encompassing":[171],"over":[172],"500":[173],"keywords":[174],"from":[175],"8790":[176],"articles,":[177],"uncovered":[178],"wide":[180],"range":[181],"methods,":[183],"implications,":[184],"applications,":[185],"concerns,":[186],"requirements,":[187],"challenges,":[188],"models,":[189],"tools,":[190],"datasets,":[191],"modalities":[193],"related":[194],"deepfakes.":[196],"Finally,":[197],"recommendations":[201],"for":[202],"policymakers,":[203],"other":[206],"stakeholders":[207],"is":[208],"provided.":[210]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}