{"id":"https://openalex.org/W4366818367","doi":"https://doi.org/10.1109/icaeccs56710.2023.10104814","title":"A comprehensive study on multimedia DeepFakes","display_name":"A comprehensive study on multimedia DeepFakes","publication_year":2023,"publication_date":"2023-03-06","ids":{"openalex":"https://openalex.org/W4366818367","doi":"https://doi.org/10.1109/icaeccs56710.2023.10104814"},"language":"en","primary_location":{"id":"doi:10.1109/icaeccs56710.2023.10104814","doi":"https://doi.org/10.1109/icaeccs56710.2023.10104814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaeccs56710.2023.10104814","pdf_url":null,"source":{"id":"https://openalex.org/S7407088596","display_name":"International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5031118229","display_name":"Amal Boutadjine","orcid":"https://orcid.org/0000-0001-9621-8589","observed_orcids":["https://orcid.org/0000-0001-9621-8589"]},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Amal Boutadjine","raw_affiliation_strings":["Ferhat Abbas University Setif 1,Computer Science Departement,Setif,Algeria","Computer Science Departement, Ferhat Abbas University Setif 1, Setif, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ferhat Abbas University Setif 1,Computer Science Departement,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]},{"raw_affiliation_string":"Computer Science Departement, Ferhat Abbas University Setif 1, Setif, Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079674514","display_name":"Fouzi Harrag","orcid":"https://orcid.org/0000-0002-8348-7146","observed_orcids":["https://orcid.org/0000-0002-8348-7146"]},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Fouzi Harrag","raw_affiliation_strings":["Ferhat Abbas University Setif 1,Computer Science Departement,Setif,Algeria","Computer Science Departement, Ferhat Abbas University Setif 1, Setif, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ferhat Abbas University Setif 1,Computer Science Departement,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]},{"raw_affiliation_string":"Computer Science Departement, Ferhat Abbas University Setif 1, Setif, Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066945309","display_name":"Khaled F. Shaalan","orcid":"https://orcid.org/0000-0003-0823-8390","observed_orcids":["https://orcid.org/0000-0003-0823-8390"]},"institutions":[{"id":"https://openalex.org/I193260172","display_name":"British University in Dubai","ror":"https://ror.org/00mc18523","country_code":"AE","type":"education","lineage":["https://openalex.org/I193260172"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Khaled Shaalan","raw_affiliation_strings":["The British University in Dubai,Faculty of Engineering and IT,Dubai,United Arab Emirates","Faculty of Engineering and IT, The British University in Dubai, Dubai, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The British University in Dubai,Faculty of Engineering and IT,Dubai,United Arab Emirates","institution_ids":["https://openalex.org/I193260172"]},{"raw_affiliation_string":"Faculty of Engineering and IT, The British University in Dubai, Dubai, United Arab Emirates","institution_ids":["https://openalex.org/I193260172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011294469","display_name":"Sabrina Karboua","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Sabrina Karboua","raw_affiliation_strings":["Ferhat Abbas University Setif 1,Computer Science Departement,Setif,Algeria","Computer Science Departement, Ferhat Abbas University Setif 1, Setif, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ferhat Abbas University Setif 1,Computer Science Departement,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]},{"raw_affiliation_string":"Computer Science Departement, Ferhat Abbas University Setif 1, Setif, Algeria","institution_ids":["https://openalex.org/I40193446"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2311,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.87497092,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":1.0,"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/T12357","display_name":"Digital Media Forensic Detection","score":1.0,"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"}},{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.0,"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/deepfakes","display_name":"deepfakes","score":0.9769999980926514},{"id":"https://openalex.org/keywords/deepfake-detection","display_name":"deepfake detection","score":0.7570000290870667},{"id":"https://openalex.org/keywords/misinformation","display_name":"misinformation","score":0.9300000071525574},{"id":"https://openalex.org/keywords/synthetic-media","display_name":"synthetic media","score":0.5419999957084656},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.5249999761581421},{"id":"https://openalex.org/keywords/fraud","display_name":"fraud","score":0.34599998593330383},{"id":"https://openalex.org/keywords/reputational-damage","display_name":"reputational damage","score":0.6349999904632568},{"id":"https://openalex.org/keywords/election-interference","display_name":"election interference","score":0.5220000147819519}],"concepts":[{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.9528642892837524},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.6229641437530518},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5676203966140747},{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.5183228254318237},{"id":"https://openalex.org/C2992654203","wikidata":"https://www.wikidata.org/wiki/Q1193236","display_name":"Popular media","level":2,"score":0.4503435790538788},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4345695674419403},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4254283010959625},{"id":"https://openalex.org/C50335755","wikidata":"https://www.wikidata.org/wiki/Q483247","display_name":"Phenomenon","level":2,"score":0.42233502864837646},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3233988881111145},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.23962292075157166},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.14733508229255676},{"id":"https://openalex.org/C29595303","wikidata":"https://www.wikidata.org/wiki/Q165650","display_name":"Media studies","level":1,"score":0.10348498821258545},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaeccs56710.2023.10104814","doi":"https://doi.org/10.1109/icaeccs56710.2023.10104814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaeccs56710.2023.10104814","pdf_url":null,"source":{"id":"https://openalex.org/S7407088596","display_name":"International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2169128714","https://openalex.org/W2891145043","https://openalex.org/W2939354923","https://openalex.org/W2944508037","https://openalex.org/W2945262873","https://openalex.org/W2953335716","https://openalex.org/W2963720850","https://openalex.org/W2987809008","https://openalex.org/W2995516027","https://openalex.org/W2996286887","https://openalex.org/W3035575176","https://openalex.org/W3043392332","https://openalex.org/W3096831136","https://openalex.org/W3102213692","https://openalex.org/W3118738365","https://openalex.org/W3154326567","https://openalex.org/W3179508259","https://openalex.org/W3199712982","https://openalex.org/W3208526032","https://openalex.org/W3213515747","https://openalex.org/W4200606280","https://openalex.org/W4200635057","https://openalex.org/W4210572254","https://openalex.org/W4221138880","https://openalex.org/W4252723170","https://openalex.org/W4280557136","https://openalex.org/W4283452332"],"related_works":["https://openalex.org/W4392943319","https://openalex.org/W6949710875","https://openalex.org/W4410895176","https://openalex.org/W4405008921","https://openalex.org/W4412800618","https://openalex.org/W4408812122","https://openalex.org/W6930586166","https://openalex.org/W4403676833","https://openalex.org/W4406260378","https://openalex.org/W4387250512"],"abstract_inverted_index":{"Since":[0],"the":[1,7,34,43,56,130,149],"entry":[2],"of":[3,9,36,45,70,132,143,148,165],"so-called":[4],"DeepFakes":[5,61,144],"in":[6],"development":[8],"fake":[10,125],"multimedia,":[11],"this":[12,41,112,166],"late":[13],"has":[14,50,62],"marked":[15],"a":[16,22,116,140,146],"turning":[17],"point":[18],"and":[19,27,47,91,128,145,170],"emerged":[20],"as":[21,79,94],"major":[23],"issue,":[24],"although":[25],"visual":[26],"aural":[28],"media":[29,37],"manipulations":[30],"date":[31],"back":[32],"to":[33,40,59,76,84,138],"beginning":[35],"itself.":[38],"Thanks":[39],"technology,":[42],"detection":[44,160],"altered":[46,88],"generated":[48],"material":[49,127],"recently":[51],"received":[52],"more":[53],"attention":[54],"since":[55],"human":[57],"ability":[58],"identify":[60,124,162],"significantly":[63],"been":[64],"far":[65],"less":[66],"effective":[67],"than":[68],"that":[69,122,151],"deep":[71],"learning":[72],"models.":[73],"organizations":[74],"need":[75,118],"be":[77],"ready":[78],"there":[80,114],"are":[81],"countless":[82],"ways":[83],"deceive":[85],"using":[86],"convincingly":[87],"photos,":[89],"videos,":[90],"audio,":[92],"such":[93],"perpetrating":[95],"fraud,":[96],"damaging":[97],"reputations,":[98],"extorting":[99],"money":[100],"or":[101],"influencing":[102],"public":[103],"opinion":[104],"during":[105],"elections,":[106],"which":[107],"undoubtedly":[108],"impacts":[109],"society.":[110],"In":[111],"regard,":[113],"is":[115],"critical":[117],"for":[119],"automated":[120],"solutions":[121],"can":[123],"multimedia":[126],"prevent":[129],"spread":[131],"dangerous":[133],"misinformation.":[134],"This":[135],"article":[136],"aims":[137],"give":[139],"comprehensive":[141],"review":[142],"summary":[147],"technology":[150],"underpins":[152],"it.":[153],"We":[154],"provide":[155],"information":[156],"on":[157],"various":[158],"DeepFake":[159],"algorithms,":[161],"potential":[163],"dangers":[164],"frightening":[167],"modern":[168],"phenomenon,":[169],"highlight":[171],"future":[172],"research":[173],"challenges.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-04-25T00:00:00"}
