{"id":"https://openalex.org/W4283699731","doi":"https://doi.org/10.1109/atsip55956.2022.9805902","title":"Deepfake video detection using InceptionResnetV2","display_name":"Deepfake video detection using InceptionResnetV2","publication_year":2022,"publication_date":"2022-05-24","ids":{"openalex":"https://openalex.org/W4283699731","doi":"https://doi.org/10.1109/atsip55956.2022.9805902"},"language":"en","primary_location":{"id":"doi:10.1109/atsip55956.2022.9805902","doi":"https://doi.org/10.1109/atsip55956.2022.9805902","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atsip55956.2022.9805902","pdf_url":null,"source":{"id":"https://openalex.org/S4306423244","display_name":"International Conference on Advanced Technologies for Signal and Image Processing","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":"2022 6th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)","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/A5050247414","display_name":"Sarra Guefrechi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I154799132","display_name":"Universit\u00e9 de Moncton","ror":"https://ror.org/029tnqt29","country_code":"CA","type":"education","lineage":["https://openalex.org/I154799132"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sarra Guefrechi","raw_affiliation_strings":["Uni de Moncton,Faculty of Engineering,Moncton,NB,Canada,E1A3E9"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Uni de Moncton,Faculty of Engineering,Moncton,NB,Canada,E1A3E9","institution_ids":["https://openalex.org/I154799132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007599031","display_name":"Marwa Ben Jabra","orcid":"https://orcid.org/0000-0002-5857-4766","observed_orcids":["https://orcid.org/0000-0002-5857-4766"]},"institutions":[{"id":"https://openalex.org/I154799132","display_name":"Universit\u00e9 de Moncton","ror":"https://ror.org/029tnqt29","country_code":"CA","type":"education","lineage":["https://openalex.org/I154799132"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Marwa Ben Jabra","raw_affiliation_strings":["Uni de Moncton,Faculty of Engineering,Moncton,NB,Canada,E1A3E9","Skills Development, Sfax, Tunisia","Spectrum of Knowledge Production &#x0026"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Uni de Moncton,Faculty of Engineering,Moncton,NB,Canada,E1A3E9","institution_ids":["https://openalex.org/I154799132"]},{"raw_affiliation_string":"Skills Development, Sfax, Tunisia","institution_ids":[]},{"raw_affiliation_string":"Spectrum of Knowledge Production &#x0026","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091127899","display_name":"Habib Hamam","orcid":"https://orcid.org/0000-0002-5320-1012","observed_orcids":["https://orcid.org/0000-0002-5320-1012","https://orcid.org/0000-0002-3339-0194"]},"institutions":[{"id":"https://openalex.org/I154799132","display_name":"Universit\u00e9 de Moncton","ror":"https://ror.org/029tnqt29","country_code":"CA","type":"education","lineage":["https://openalex.org/I154799132"]},{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["CA","ZA"],"is_corresponding":false,"raw_author_name":"Habib Hamam","raw_affiliation_strings":["Uni de Moncton,Faculty of Engineering,Moncton,NB,Canada,E1A3E9","International Institute of Technology and Management, Libreville, Gabon","School of Electrical Engineering, University of Johannesburg, Johannesburg, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Uni de Moncton,Faculty of Engineering,Moncton,NB,Canada,E1A3E9","institution_ids":["https://openalex.org/I154799132"]},{"raw_affiliation_string":"International Institute of Technology and Management, Libreville, Gabon","institution_ids":[]},{"raw_affiliation_string":"School of Electrical Engineering, University of Johannesburg, Johannesburg, South Africa","institution_ids":["https://openalex.org/I24027795"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5651,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.75175446,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"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/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/deepfake-detection","display_name":"deepfake detection","score":0.9860000014305115},{"id":"https://openalex.org/keywords/inceptionresnetv2","display_name":"InceptionResNetV2","score":0.8209999799728394},{"id":"https://openalex.org/keywords/face-swapping","display_name":"face swapping","score":0.8569999933242798},{"id":"https://openalex.org/keywords/fake-video-detection","display_name":"fake video detection","score":0.6380000114440918},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.7310000061988831},{"id":"https://openalex.org/keywords/video-authenticity","display_name":"video authenticity","score":0.6850000023841858}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8515372276306152},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6969566941261292},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6928774118423462},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6596126556396484},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6588433384895325},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5653111934661865},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.5333248376846313},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.496980220079422},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45318835973739624},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4470663368701935},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4439481198787689},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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/atsip55956.2022.9805902","doi":"https://doi.org/10.1109/atsip55956.2022.9805902","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atsip55956.2022.9805902","pdf_url":null,"source":{"id":"https://openalex.org/S4306423244","display_name":"International Conference on Advanced Technologies for Signal and Image Processing","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":"2022 6th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W292488259","https://openalex.org/W2096733369","https://openalex.org/W2163744678","https://openalex.org/W2551572271","https://openalex.org/W2811414481","https://openalex.org/W2895311831","https://openalex.org/W2898877033","https://openalex.org/W2911424785","https://openalex.org/W2963684180","https://openalex.org/W2975558816","https://openalex.org/W3005939059","https://openalex.org/W3010887396","https://openalex.org/W3010975264","https://openalex.org/W3017837134","https://openalex.org/W3037967553","https://openalex.org/W3095986900","https://openalex.org/W3128609017","https://openalex.org/W3137942153","https://openalex.org/W3138476267","https://openalex.org/W3161645143","https://openalex.org/W3185346444"],"related_works":["https://openalex.org/W4362647548","https://openalex.org/W3135880342","https://openalex.org/W3102016200","https://openalex.org/W4414548611","https://openalex.org/W7202096188","https://openalex.org/W7127969196","https://openalex.org/W7128595744","https://openalex.org/W4410339169","https://openalex.org/W4392209857","https://openalex.org/W4409535947"],"abstract_inverted_index":{"Recently,":[0],"deepfake":[1],"face-swapping":[2],"technology":[3],"has":[4],"become":[5,114],"popular,":[6],"making":[7],"it":[8],"easy":[9],"to":[10,25,71,85,95,105],"create":[11,86],"ultra-realistic":[12],"fake":[13,55],"videos.":[14,56],"Detecting":[15],"the":[16,26,34,60,66,75,124],"authenticity":[17],"of":[18,62,68,74],"videos":[19,30],"is":[20,38],"becoming":[21],"increasingly":[22],"important":[23],"due":[24],"potential":[27],"negative":[28],"impact":[29],"can":[31,48],"have":[32],"on":[33,59,90],"world.":[35],"This":[36],"research":[37],"a":[39,43,50],"method":[40],"for":[41,81,136],"developing":[42],"deep":[44],"learning":[45,64,93],"model,":[46],"which":[47],"make":[49],"distinction":[51],"between":[52],"real":[53],"and":[54,84,100,118,134,138],"Research":[57,126],"papers":[58],"subject":[61],"transfer":[63],"in":[65,97],"domain":[67],"computer":[69],"vision":[70],"take":[72],"advantage":[73],"earlier":[76],"created":[77],"neural":[78],"network":[79],"functions":[80],"image":[82],"classification":[83],"new":[87,120],"models":[88],"based":[89],"them.":[91],"Deep":[92],"continues":[94],"evolve":[96],"both":[98],"generating":[99],"detecting":[101],"deepfakes.":[102],"Models":[103],"developed":[104],"detect":[106],"deepfakes":[107],"are":[108,128],"designed":[109],"using":[110],"older":[111],"datasets,":[112],"may":[113],"outdated":[115],"over":[116,131],"time,":[117],"require":[119],"detection":[121],"techniques":[122],"all":[123],"time.":[125],"results":[127],"promising":[129],"with":[130],"90%":[132],"accuracy":[133],"areas":[135],"development":[137,140],"further":[139]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2022-06-30T00:00:00"}
