{"id":"https://openalex.org/W4283687785","doi":"https://doi.org/10.11591/ijece.v12i4.pp4408-4414","title":"A survey of deepfakes in terms of deep learning and multimedia forensics","display_name":"A survey of deepfakes in terms of deep learning and multimedia forensics","publication_year":2022,"publication_date":"2022-05-24","ids":{"openalex":"https://openalex.org/W4283687785","doi":"https://doi.org/10.11591/ijece.v12i4.pp4408-4414"},"language":"en","primary_location":{"id":"doi:10.11591/ijece.v12i4.pp4408-4414","doi":"https://doi.org/10.11591/ijece.v12i4.pp4408-4414","is_oa":true,"landing_page_url":"https://doi.org/10.11591/ijece.v12i4.pp4408-4414","pdf_url":"https://ijece.iaescore.com/index.php/IJECE/article/download/27152/15852","source":{"id":"https://openalex.org/S4210235676","display_name":"International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering","issn_l":"2722-256X","issn":["2722-256X","2722-2578"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1"],"host_organization":"https://openalex.org/P4310315009","host_organization_name":"Institute of Advanced Engineering and Science (IAES)","host_organization_lineage":["https://openalex.org/P4310315009"],"host_organization_lineage_names":["Institute of Advanced Engineering and Science (IAES)"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Electrical and Computer Engineering (IJECE)","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ijece.iaescore.com/index.php/IJECE/article/download/27152/15852","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082958866","display_name":"Wildan Jameel Hadi","orcid":"https://orcid.org/0000-0002-1185-0428","observed_orcids":["https://orcid.org/0000-0002-1185-0428"]},"institutions":[{"id":"https://openalex.org/I135120706","display_name":"University of Baghdad","ror":"https://ror.org/007f1da21","country_code":"IQ","type":"education","lineage":["https://openalex.org/I135120706"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Wildan Jameel Hadi","raw_affiliation_strings":["Baghdad University"],"raw_orcid":"https://orcid.org/0000-0002-1185-0428","affiliations":[{"raw_affiliation_string":"Baghdad University","institution_ids":["https://openalex.org/I135120706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035597984","display_name":"Suhad Malallah Kadhem","orcid":"https://orcid.org/0000-0003-0471-8231","observed_orcids":["https://orcid.org/0000-0003-0471-8231"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Suhad Malallah Kadhem","raw_affiliation_strings":["AL-Technology University"],"raw_orcid":"https://orcid.org/0000-0003-0471-8231","affiliations":[{"raw_affiliation_string":"AL-Technology University","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066733749","display_name":"Ayad R. Abbas","orcid":"https://orcid.org/0000-0002-9797-421X","observed_orcids":["https://orcid.org/0000-0002-9797-421X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ayad Rodhan Abbas","raw_affiliation_strings":["AL-Technology University"],"raw_orcid":"https://orcid.org/0000-0002-9797-421X","affiliations":[{"raw_affiliation_string":"AL-Technology University","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3272,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.49759621,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"12","issue":"4","first_page":"4408","last_page":"4408"},"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":0.0,"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":0.996999979019165},{"id":"https://openalex.org/keywords/deepfake-detection","display_name":"deepfake detection","score":0.996999979019165},{"id":"https://openalex.org/keywords/multimedia-forensics","display_name":"multimedia forensics","score":0.9290000200271606},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.9110000133514404},{"id":"https://openalex.org/keywords/video-manipulation","display_name":"video manipulation","score":0.6549999713897705},{"id":"https://openalex.org/keywords/image-editing","display_name":"image editing","score":0.7860000133514404},{"id":"https://openalex.org/keywords/trust-in-media","display_name":"media trust","score":0.4090000092983246}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7730201482772827},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7114434242248535},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5946092009544373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5373128652572632},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4994337558746338},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4678799510002136},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.11591/ijece.v12i4.pp4408-4414","doi":"https://doi.org/10.11591/ijece.v12i4.pp4408-4414","is_oa":true,"landing_page_url":"https://doi.org/10.11591/ijece.v12i4.pp4408-4414","pdf_url":"https://ijece.iaescore.com/index.php/IJECE/article/download/27152/15852","source":{"id":"https://openalex.org/S4210235676","display_name":"International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering","issn_l":"2722-256X","issn":["2722-256X","2722-2578"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1"],"host_organization":"https://openalex.org/P4310315009","host_organization_name":"Institute of Advanced Engineering and Science (IAES)","host_organization_lineage":["https://openalex.org/P4310315009"],"host_organization_lineage_names":["Institute of Advanced Engineering and Science (IAES)"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Electrical and Computer Engineering (IJECE)","raw_type":"journal-article"},{"id":"pmh:oai:zenodo.org:6776946","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/6776946","pdf_url":"https://zenodo.org/record/6776946","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"International Journal of Electrical and Computer Engineering (IJECE) 12(4) 4408-4414","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.11591/ijece.v12i4.pp4408-4414","doi":"https://doi.org/10.11591/ijece.v12i4.pp4408-4414","is_oa":true,"landing_page_url":"https://doi.org/10.11591/ijece.v12i4.pp4408-4414","pdf_url":"https://ijece.iaescore.com/index.php/IJECE/article/download/27152/15852","source":{"id":"https://openalex.org/S4210235676","display_name":"International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering","issn_l":"2722-256X","issn":["2722-256X","2722-2578"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1"],"host_organization":"https://openalex.org/P4310315009","host_organization_name":"Institute of Advanced Engineering and Science (IAES)","host_organization_lineage":["https://openalex.org/P4310315009"],"host_organization_lineage_names":["Institute of Advanced Engineering and Science (IAES)"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Electrical and Computer Engineering (IJECE)","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Quality education","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283687785.pdf","grobid_xml":"https://content.openalex.org/works/W4283687785.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2013480973","https://openalex.org/W2075834327","https://openalex.org/W2117539524","https://openalex.org/W2142194269","https://openalex.org/W2194775991","https://openalex.org/W2508429489","https://openalex.org/W2558151185","https://openalex.org/W2594268324","https://openalex.org/W2699872891","https://openalex.org/W2734455136","https://openalex.org/W2738406145","https://openalex.org/W2766527293","https://openalex.org/W2768626898","https://openalex.org/W2794857359","https://openalex.org/W2798309714","https://openalex.org/W2887782657","https://openalex.org/W2891212213","https://openalex.org/W2893197132","https://openalex.org/W2898877033","https://openalex.org/W2902304528","https://openalex.org/W2904573504","https://openalex.org/W2911424785","https://openalex.org/W2914447220","https://openalex.org/W2981523288","https://openalex.org/W2982333328","https://openalex.org/W2988855253","https://openalex.org/W2989851933","https://openalex.org/W2991200542","https://openalex.org/W2995327724","https://openalex.org/W2999010171","https://openalex.org/W2999714996","https://openalex.org/W3000404511","https://openalex.org/W3002581072","https://openalex.org/W3033686203","https://openalex.org/W3034037024","https://openalex.org/W3034713808","https://openalex.org/W3039083573","https://openalex.org/W3045320999","https://openalex.org/W3048007723","https://openalex.org/W3089238287","https://openalex.org/W3102428524","https://openalex.org/W3110713756","https://openalex.org/W3111141257","https://openalex.org/W3111824323","https://openalex.org/W3118419691","https://openalex.org/W3118738365","https://openalex.org/W3119953805","https://openalex.org/W3119962516","https://openalex.org/W3120147636","https://openalex.org/W3120502588","https://openalex.org/W3124321534","https://openalex.org/W3124832753","https://openalex.org/W3126526636","https://openalex.org/W3155026250","https://openalex.org/W3175824036","https://openalex.org/W4212939825","https://openalex.org/W4248879889","https://openalex.org/W4381304672"],"related_works":["https://openalex.org/W7162399972","https://openalex.org/W4408299839","https://openalex.org/W6977164633","https://openalex.org/W6962782359","https://openalex.org/W4405838418","https://openalex.org/W4411484897","https://openalex.org/W3197078264","https://openalex.org/W4391813095","https://openalex.org/W4410016595","https://openalex.org/W7212222851"],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"techniques":[2],"are":[3,12,83],"reaching":[4],"us":[5],"in":[6,18,47,63,68,128],"several":[7],"forms,":[8],"some":[9],"of":[10,25,52,61,79,91,102,106,122,144],"which":[11,82],"useful":[13],"but":[14],"can":[15,140],"be":[16],"exploited":[17],"a":[19,99],"way":[20],"that":[21,44],"harms":[22],"us.":[23],"One":[24],"these":[26],"forms":[27],"is":[28,32,65,94],"called":[29],"deepfakes.":[30],"Deepfakes":[31],"used":[33],"to":[34,41,95,119],"completely":[35],"modify":[36],"video":[37],"(or":[38],"image)":[39],"content":[40],"display":[42],"something":[43],"was":[45],"not":[46],"it":[48],"originally.":[49],"The":[50,89],"danger":[51],"deepfake":[53,107],"technology":[54,75,135],"impact":[55],"on":[56,73],"society":[57],"through":[58],"the":[59,77,97,104,120,129,142],"loss":[60],"confidence":[62],"everything":[64],"published.":[66],"Therefore,":[67],"this":[69,92],"paper,":[70],"we":[71],"focus":[72],"deepfakedetection":[74],"from":[76],"view":[78],"two":[80],"concepts":[81],"deep":[84,113,133],"learning":[85,114,134],"and":[86,109,115,124,136],"forensic":[87,116],"tools.":[88],"purpose":[90],"survey":[93],"give":[96],"reader":[98],"deeper":[100],"overview":[101],"i)":[103],"environment":[105],"creation":[108],"detection,":[110],"ii)":[111],"how":[112,127],"tools":[117,137],"contributed":[118],"detection":[121],"deepfakes,":[123],"iii)":[125],"finally":[126],"future":[130],"incorporating":[131],"both":[132],"for":[138],"forensics":[139],"increase":[141],"efficiency":[143],"deepfakes":[145],"detection.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-01T11:40:01.658920","created_date":"2022-06-30T00:00:00"}
