{"id":"https://openalex.org/W4210354358","doi":"https://doi.org/10.1007/978-3-030-87664-7_5","title":"The Threat of\u00a0Deepfakes to\u00a0Computer and\u00a0Human Visions","display_name":"The Threat of\u00a0Deepfakes to\u00a0Computer and\u00a0Human Visions","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4210354358","doi":"https://doi.org/10.1007/978-3-030-87664-7_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-87664-7_5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-87664-7_5","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-030-87664-7_5.pdf","source":{"id":"https://openalex.org/S4210181928","display_name":"Advances in computer vision and pattern recognition","issn_l":"2191-6586","issn":["2191-6586","2191-6594"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Computer Vision and Pattern Recognition","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-030-87664-7_5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024538974","display_name":"Pavel Korshunov","orcid":"https://orcid.org/0000-0002-2244-1830"},"institutions":[{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Pavel Korshunov","raw_affiliation_strings":["Idiap Research Institute, Martigny, Switzerland"],"affiliations":[{"raw_affiliation_string":"Idiap Research Institute, Martigny, Switzerland","institution_ids":["https://openalex.org/I7495430"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016330764","display_name":"S\u00e9bastien Marcel","orcid":"https://orcid.org/0000-0002-2497-9140"},"institutions":[{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"S\u00e9bastien Marcel","raw_affiliation_strings":["Idiap Research Institute, Martigny, Switzerland"],"affiliations":[{"raw_affiliation_string":"Idiap Research Institute, Martigny, Switzerland","institution_ids":["https://openalex.org/I7495430"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5024538974"],"corresponding_institution_ids":["https://openalex.org/I7495430"],"apc_list":null,"apc_paid":null,"fwci":0.8438,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.81878901,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"97","last_page":"115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9994999766349792,"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":0.9994999766349792,"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/T11448","display_name":"Face recognition and analysis","score":0.9994000196456909,"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":0.9993000030517578,"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/vision","display_name":"Vision","score":0.9427207708358765},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.736538290977478},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6169214248657227},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4421709179878235},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3886304795742035},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.13407951593399048},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.10698634386062622}],"concepts":[{"id":"https://openalex.org/C133979268","wikidata":"https://www.wikidata.org/wiki/Q1682108","display_name":"Vision","level":2,"score":0.9427207708358765},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.736538290977478},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6169214248657227},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4421709179878235},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3886304795742035},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.13407951593399048},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.10698634386062622},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-87664-7_5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-87664-7_5","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-030-87664-7_5.pdf","source":{"id":"https://openalex.org/S4210181928","display_name":"Advances in computer vision and pattern recognition","issn_l":"2191-6586","issn":["2191-6586","2191-6594"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Computer Vision and Pattern Recognition","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-030-87664-7_5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-87664-7_5","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-030-87664-7_5.pdf","source":{"id":"https://openalex.org/S4210181928","display_name":"Advances in computer vision and pattern recognition","issn_l":"2191-6586","issn":["2191-6586","2191-6594"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Computer Vision and Pattern Recognition","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4210354358.pdf","grobid_xml":"https://content.openalex.org/works/W4210354358.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1980873599","https://openalex.org/W2049208969","https://openalex.org/W2096733369","https://openalex.org/W2122702209","https://openalex.org/W2163031058","https://openalex.org/W2325939864","https://openalex.org/W2531409750","https://openalex.org/W2558151185","https://openalex.org/W2582561810","https://openalex.org/W2738406145","https://openalex.org/W2763783270","https://openalex.org/W2774037436","https://openalex.org/W2787595978","https://openalex.org/W2914447220","https://openalex.org/W2959409678","https://openalex.org/W2963684180","https://openalex.org/W2963720850","https://openalex.org/W2982058372","https://openalex.org/W3005939059","https://openalex.org/W3034713808","https://openalex.org/W3036576316","https://openalex.org/W3133531029","https://openalex.org/W3135413014"],"related_works":["https://openalex.org/W2291664914","https://openalex.org/W4210354358","https://openalex.org/W2058976801","https://openalex.org/W2103413230","https://openalex.org/W2048360808","https://openalex.org/W2355490025","https://openalex.org/W1976782448","https://openalex.org/W2057064510","https://openalex.org/W2155074382","https://openalex.org/W2908959303"],"abstract_inverted_index":{"Abstract":[0],"Deepfake":[1],"videos,":[2],"where":[3],"a":[4,11],"person\u2019s":[5],"face":[6,12,67],"is":[7,42],"automatically":[8],"swapped":[9],"with":[10,21],"of":[13,30],"someone":[14],"else,":[15],"are":[16,52],"becoming":[17],"easier":[18],"to":[19],"generate":[20],"more":[22],"realistic":[23],"results.":[24],"The":[25],"concern":[26],"for":[27,53],"the":[28,31,36,79],"impact":[29],"widespread":[32],"deepfake":[33,81],"videos":[34,64],"on":[35],"societal":[37],"trust":[38],"in":[39],"video":[40],"recordings":[41],"growing.":[43],"In":[44],"this":[45],"chapter,":[46],"we":[47],"demonstrate":[48],"how":[49,61,77],"dangerous":[50],"deepfakes":[51,86],"both":[54],"human":[55,72],"and":[56,70,87],"computer":[57],"visions":[58],"by":[59],"showing":[60],"well":[62,78],"these":[63],"can":[65,84,90],"fool":[66],"recognition":[68],"algorithms":[69,83],"na\u00efve":[71],"subjects.":[73],"We":[74],"also":[75],"show":[76],"state-of-the-art":[80],"detection":[82],"detect":[85],"whether":[88],"they":[89],"outperform":[91],"humans.":[92]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}