{"id":"https://openalex.org/W4220726327","doi":"https://doi.org/10.11591/ijece.v12i3.pp2582-2587","title":"Fast discrimination of fake video manipulation","display_name":"Fast discrimination of fake video manipulation","publication_year":2022,"publication_date":"2022-03-14","ids":{"openalex":"https://openalex.org/W4220726327","doi":"https://doi.org/10.11591/ijece.v12i3.pp2582-2587"},"language":"en","primary_location":{"id":"doi:10.11591/ijece.v12i3.pp2582-2587","doi":"https://doi.org/10.11591/ijece.v12i3.pp2582-2587","is_oa":true,"landing_page_url":"https://doi.org/10.11591/ijece.v12i3.pp2582-2587","pdf_url":"https://ijece.iaescore.com/index.php/IJECE/article/download/26397/15634","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/26397/15634","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":null,"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":null,"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":null,"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":0.2455,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.4288436,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"12","issue":"3","first_page":"2582","last_page":"2582"},"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/T11165","display_name":"Image and Video Quality Assessment","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/deepfake-detection","display_name":"deepfake detection","score":0.9980000257492065},{"id":"https://openalex.org/keywords/video-manipulation","display_name":"video manipulation","score":0.531000018119812},{"id":"https://openalex.org/keywords/face-swapping","display_name":"face swapping","score":0.6679999828338623},{"id":"https://openalex.org/keywords/image-gradient","display_name":"image gradient","score":0.6010000109672546}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8189750909805298},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.7180342078208923},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6195937395095825},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6058650612831116},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5871196389198303},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5854858756065369},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.47100889682769775},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4693112373352051},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.44173675775527954},{"id":"https://openalex.org/C165700671","wikidata":"https://www.wikidata.org/wiki/Q203484","display_name":"Laplace operator","level":2,"score":0.4356836676597595},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.416111558675766},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11373552680015564},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10687068104743958},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.11591/ijece.v12i3.pp2582-2587","doi":"https://doi.org/10.11591/ijece.v12i3.pp2582-2587","is_oa":true,"landing_page_url":"https://doi.org/10.11591/ijece.v12i3.pp2582-2587","pdf_url":"https://ijece.iaescore.com/index.php/IJECE/article/download/26397/15634","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:6766110","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/6766110","pdf_url":null,"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(3) 2582-2587","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.11591/ijece.v12i3.pp2582-2587","doi":"https://doi.org/10.11591/ijece.v12i3.pp2582-2587","is_oa":true,"landing_page_url":"https://doi.org/10.11591/ijece.v12i3.pp2582-2587","pdf_url":"https://ijece.iaescore.com/index.php/IJECE/article/download/26397/15634","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":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220726327.pdf","grobid_xml":"https://content.openalex.org/works/W4220726327.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1965475047","https://openalex.org/W2052389107","https://openalex.org/W2167977504","https://openalex.org/W2188072670","https://openalex.org/W2338519746","https://openalex.org/W2780046032","https://openalex.org/W2796428265","https://openalex.org/W2808458116","https://openalex.org/W2893197132","https://openalex.org/W2904367110","https://openalex.org/W2963520896","https://openalex.org/W2963684180","https://openalex.org/W2989851933","https://openalex.org/W3000404511","https://openalex.org/W3002581072","https://openalex.org/W3017439646","https://openalex.org/W3093764491","https://openalex.org/W3119980230","https://openalex.org/W3130140376","https://openalex.org/W3155884355","https://openalex.org/W3215292794"],"related_works":["https://openalex.org/W3045320999","https://openalex.org/W3128487838","https://openalex.org/W4406783616","https://openalex.org/W4309476652","https://openalex.org/W4379985002","https://openalex.org/W4367280387","https://openalex.org/W4402915964","https://openalex.org/W4416292047","https://openalex.org/W3140862969","https://openalex.org/W7163913880"],"abstract_inverted_index":{"Deepfakes":[0],"have":[1,30],"become":[2,41],"possible":[3],"using":[4],"artificial":[5],"intelligence":[6],"techniques,":[7],"replacing":[8],"one":[9],"person\u2019s":[10,14],"face":[11,15],"with":[12],"another":[13],"(primarily":[16],"a":[17,35,42,101,116],"public":[18],"figure),":[19],"making":[20],"the":[21,55,64,111,124,131,136,139,152,160,167],"latter":[22],"do":[23,98],"or":[24,121,173],"say":[25],"things":[26],"he":[27],"would":[28],"not":[29,99],"done.":[31],"Therefore,":[32],"contributing":[33],"to":[34,74,95],"solution":[36],"for":[37,104,147],"video":[38,126,162,169],"credibility":[39],"has":[40],"critical":[43],"goal":[44],"that":[45,109],"we":[46,143],"will":[47],"address":[48],"in":[49,81,123,130,159,163],"this":[50,82],"paper.":[51],"Our":[52],"work":[53],"exploits":[54],"visible":[56],"artifacts":[57],"(blur":[58],"inconsistencies)":[59],"which":[60,91],"are":[61,92],"generated":[62],"by":[63],"manipulation":[65],"process.":[66],"We":[67],"analyze":[68],"focus":[69],"quality":[70,137,175],"and":[71,87,97,150,176],"its":[72,128,157],"ability":[73],"detect":[75,179],"these":[76],"artifacts.":[77],"Focus":[78],"measure":[79,154],"operators":[80],"paper":[83],"include":[84],"image":[85,88],"Laplacian":[86,112],"gradient":[89],"groups,":[90],"very":[93],"fast":[94],"compute":[96],"need":[100],"large":[102],"dataset":[103],"training.":[105],"The":[106],"results":[107],"showed":[108],"i)":[110],"group":[113],"operators,":[114],"as":[115],"value,":[117],"may":[118],"be":[119],"lower":[120],"higher":[122],"fake":[125,140,161,168],"than":[127],"value":[129,158],"real":[132],"video,":[133,141],"depending":[134],"on":[135],"of":[138,171],"so":[142],"cannot":[144],"use":[145],"them":[146],"deepfake":[148],"detection":[149],"ii)":[151],"gradient-based":[153],"(GRA7)":[155],"decreases":[156],"all":[164],"cases,":[165],"whether":[166],"is":[170],"high":[172],"low":[174],"can":[177],"help":[178],"deepfake.":[180]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-04-03T00:00:00"}
