{"id":"https://openalex.org/W4304087166","doi":"https://doi.org/10.11591/ijeecs.v28.i3.pp1659-1667","title":"Analysis of the current state of deepfake techniques-creation and detection methods","display_name":"Analysis of the current state of deepfake techniques-creation and detection methods","publication_year":2022,"publication_date":"2022-10-10","ids":{"openalex":"https://openalex.org/W4304087166","doi":"https://doi.org/10.11591/ijeecs.v28.i3.pp1659-1667"},"language":"en","primary_location":{"id":"doi:10.11591/ijeecs.v28.i3.pp1659-1667","doi":"https://doi.org/10.11591/ijeecs.v28.i3.pp1659-1667","is_oa":true,"landing_page_url":"https://doi.org/10.11591/ijeecs.v28.i3.pp1659-1667","pdf_url":"https://ijeecs.iaescore.com/index.php/IJEECS/article/download/29189/16890","source":{"id":"https://openalex.org/S2764855249","display_name":"Indonesian Journal of Electrical Engineering and Computer Science","issn_l":"2502-4752","issn":["2502-4752","2502-4760"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1","poland-20","russia-white-list-2"],"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":"Indonesian Journal of Electrical Engineering and Computer Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ijeecs.iaescore.com/index.php/IJEECS/article/download/29189/16890","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045045657","display_name":"Ashraf Abdel-Karim Helal Abu-Ein","orcid":"https://orcid.org/0000-0002-1094-772X","observed_orcids":["https://orcid.org/0000-0002-1094-772X"]},"institutions":[{"id":"https://openalex.org/I33926330","display_name":"Al-Balqa Applied University","ror":"https://ror.org/00qedmt22","country_code":"JO","type":"education","lineage":["https://openalex.org/I33926330"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ashraf A. Abu-Ein","raw_affiliation_strings":["Al-Balqa Applied University"],"raw_orcid":"https://orcid.org/0000-0002-1094-772X","affiliations":[{"raw_affiliation_string":"Al-Balqa Applied University","institution_ids":["https://openalex.org/I33926330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070714100","display_name":"Obaida M. Al-Hazaimeh","orcid":"https://orcid.org/0000-0001-5641-4892","observed_orcids":["https://orcid.org/0000-0001-5641-4892"]},"institutions":[{"id":"https://openalex.org/I33926330","display_name":"Al-Balqa Applied University","ror":"https://ror.org/00qedmt22","country_code":"JO","type":"education","lineage":["https://openalex.org/I33926330"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Obaida M. Al-Hazaimeh","raw_affiliation_strings":["Al-Balqa Applied University"],"raw_orcid":"https://orcid.org/0000-0001-5641-4892","affiliations":[{"raw_affiliation_string":"Al-Balqa Applied University","institution_ids":["https://openalex.org/I33926330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035642310","display_name":"Alaa M. Dawood","orcid":"https://orcid.org/0000-0002-1350-9979","observed_orcids":["https://orcid.org/0000-0002-1350-9979"]},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Alaa M. Dawood","raw_affiliation_strings":["University of Jordan"],"raw_orcid":"https://orcid.org/0000-0002-1350-9979","affiliations":[{"raw_affiliation_string":"University of Jordan","institution_ids":["https://openalex.org/I114972647"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063104520","display_name":"Andraws I. Swidan","orcid":"https://orcid.org/0000-0002-3297-1536","observed_orcids":["https://orcid.org/0000-0002-3297-1536"]},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Andraws I. Swidan","raw_affiliation_strings":["University of Jordan"],"raw_orcid":"https://orcid.org/0000-0002-3297-1536","affiliations":[{"raw_affiliation_string":"University of Jordan","institution_ids":["https://openalex.org/I114972647"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1096,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.76087002,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"28","issue":"3","first_page":"1659","last_page":"1659"},"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/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"}},{"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"}}],"keywords":[{"id":"https://openalex.org/keywords/deepfakes","display_name":"deepfakes","score":0.949999988079071},{"id":"https://openalex.org/keywords/deepfake-detection","display_name":"deepfake detection","score":0.9599999785423279},{"id":"https://openalex.org/keywords/deepfake-generation","display_name":"deepfake generation","score":0.7369999885559082},{"id":"https://openalex.org/keywords/synthetic-media","display_name":"synthetic media","score":0.5849999785423279},{"id":"https://openalex.org/keywords/deepfake-datasets","display_name":"deepfake datasets","score":0.7559999823570251},{"id":"https://openalex.org/keywords/privacy-risks","display_name":"privacy risks","score":0.5899999737739563},{"id":"https://openalex.org/keywords/national-security-threats","display_name":"national security threats","score":0.5360000133514404}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7586082220077515},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5814460515975952},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5413309335708618},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5358736515045166},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5151432752609253},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.5066903233528137},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5041676759719849},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.49793267250061035},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4301398694515228},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4172621965408325},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.2263399362564087},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09463593363761902},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.11591/ijeecs.v28.i3.pp1659-1667","doi":"https://doi.org/10.11591/ijeecs.v28.i3.pp1659-1667","is_oa":true,"landing_page_url":"https://doi.org/10.11591/ijeecs.v28.i3.pp1659-1667","pdf_url":"https://ijeecs.iaescore.com/index.php/IJEECS/article/download/29189/16890","source":{"id":"https://openalex.org/S2764855249","display_name":"Indonesian Journal of Electrical Engineering and Computer Science","issn_l":"2502-4752","issn":["2502-4752","2502-4760"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1","poland-20","russia-white-list-2"],"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":"Indonesian Journal of Electrical Engineering and Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.11591/ijeecs.v28.i3.pp1659-1667","doi":"https://doi.org/10.11591/ijeecs.v28.i3.pp1659-1667","is_oa":true,"landing_page_url":"https://doi.org/10.11591/ijeecs.v28.i3.pp1659-1667","pdf_url":"https://ijeecs.iaescore.com/index.php/IJEECS/article/download/29189/16890","source":{"id":"https://openalex.org/S2764855249","display_name":"Indonesian Journal of Electrical Engineering and Computer Science","issn_l":"2502-4752","issn":["2502-4752","2502-4760"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1","poland-20","russia-white-list-2"],"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":"Indonesian Journal of Electrical Engineering and Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4304087166.pdf","grobid_xml":"https://content.openalex.org/works/W4304087166.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W2013430699","https://openalex.org/W2096733369","https://openalex.org/W2318325670","https://openalex.org/W2325939864","https://openalex.org/W2412686074","https://openalex.org/W2765811365","https://openalex.org/W2808763756","https://openalex.org/W2811414481","https://openalex.org/W2886104458","https://openalex.org/W2889677435","https://openalex.org/W2891145043","https://openalex.org/W2898877033","https://openalex.org/W2902962850","https://openalex.org/W2904336702","https://openalex.org/W2904367110","https://openalex.org/W2911424785","https://openalex.org/W2912336782","https://openalex.org/W2962958939","https://openalex.org/W2972307193","https://openalex.org/W2972680364","https://openalex.org/W2980459401","https://openalex.org/W2999010171","https://openalex.org/W3012455256","https://openalex.org/W3012725859","https://openalex.org/W3014859719","https://openalex.org/W3034713808","https://openalex.org/W3036644531","https://openalex.org/W3084142230","https://openalex.org/W3092072898","https://openalex.org/W3093346400","https://openalex.org/W3109179347","https://openalex.org/W3110310448","https://openalex.org/W3128609017","https://openalex.org/W3157298368","https://openalex.org/W3166428200","https://openalex.org/W3166936578","https://openalex.org/W3173797312","https://openalex.org/W3174831884","https://openalex.org/W3178641394","https://openalex.org/W3189760401","https://openalex.org/W3200137523","https://openalex.org/W3203720541","https://openalex.org/W3205018926","https://openalex.org/W4200434941","https://openalex.org/W4200606280","https://openalex.org/W4288102863","https://openalex.org/W4367316141","https://openalex.org/W4392774535"],"related_works":["https://openalex.org/W6977164633","https://openalex.org/W4412455223","https://openalex.org/W7152131031","https://openalex.org/W4392623682","https://openalex.org/W4367188679","https://openalex.org/W4403359917","https://openalex.org/W4210673065","https://openalex.org/W4360853143","https://openalex.org/W7160825590","https://openalex.org/W4416157621"],"abstract_inverted_index":{"Deep":[0],"learning":[1,21],"has":[2,22],"effectively":[3],"solved":[4],"complicated":[5],"challenges":[6],"ranging":[7],"from":[8,62],"large":[9],"data":[10],"analytics":[11],"to":[12,25,59,94,103,106,134],"human":[13],"level":[14],"control":[15],"and":[16,32,48,75,91,124,130],"computer":[17],"vision.":[18],"However,":[19],"deep":[20,44],"been":[23],"used":[24,93],"produce":[26],"software":[27],"that":[28,71],"threatens":[29],"privacy,":[30],"democracy,":[31],"national":[33],"security.":[34],"Deepfake":[35,52],"is":[36],"one":[37],"of":[38,69,79,88,112,121,128],"these":[39],"new":[40,129],"applications":[41],"backed":[42],"by":[43,51],"learning.":[45],"Fake":[46],"images":[47],"movies":[49],"created":[50],"algorithms":[53,90],"might":[54],"be":[55],"difficult":[56],"for":[57],"people":[58],"tell":[60],"apart":[61],"real":[63],"ones.":[64],"This":[65,83],"necessitates":[66],"the":[67,77,89,100,110,126,137],"development":[68],"tools":[70],"can":[72],"automatically":[73],"detect":[74,104],"evaluate":[76],"quality":[78],"digital":[80],"visual":[81],"media.":[82],"paper":[84,116],"provides":[85,117],"an":[86],"overview":[87,120],"datasets":[92],"build":[95],"deepfakes,":[96],"as":[97,99],"well":[98],"approaches":[101,123],"presented":[102],"deepfakes":[105,113],"date.":[107],"By":[108],"reviewing":[109],"background":[111],"methods,":[114],"this":[115],"a":[118],"complete":[119],"deepfake":[122],"promotes":[125],"creation":[127],"more":[131],"robust":[132],"strategies":[133],"deal":[135],"with":[136],"increasingly":[138],"complex":[139],"deepfakes.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-10-10T00:00:00"}
