{"id":"https://openalex.org/W4386598375","doi":"https://doi.org/10.1109/icip49359.2023.10222669","title":"Deepfake Face Provenance for Proactive Forensics","display_name":"Deepfake Face Provenance for Proactive Forensics","publication_year":2023,"publication_date":"2023-09-11","ids":{"openalex":"https://openalex.org/W4386598375","doi":"https://doi.org/10.1109/icip49359.2023.10222669"},"language":"en","primary_location":{"id":"doi:10.1109/icip49359.2023.10222669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip49359.2023.10222669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"article","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/A5039758355","display_name":"Jiaxin Ai","orcid":"https://orcid.org/0000-0002-4303-7749"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiaxin Ai","raw_affiliation_strings":["Wuhan University,School of Computer Science,Wuhan,China,430072"],"affiliations":[{"raw_affiliation_string":"Wuhan University,School of Computer Science,Wuhan,China,430072","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100741750","display_name":"Zhongyuan Wang","orcid":"https://orcid.org/0000-0002-9796-488X"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyuan Wang","raw_affiliation_strings":["Wuhan University,School of Computer Science,Wuhan,China,430072"],"affiliations":[{"raw_affiliation_string":"Wuhan University,School of Computer Science,Wuhan,China,430072","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038724255","display_name":"Baojin Huang","orcid":"https://orcid.org/0000-0002-4882-5787"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baojin Huang","raw_affiliation_strings":["Wuhan University,School of Computer Science,Wuhan,China,430072"],"affiliations":[{"raw_affiliation_string":"Wuhan University,School of Computer Science,Wuhan,China,430072","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027802291","display_name":"Zhen Han","orcid":"https://orcid.org/0000-0002-1862-4781"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Han","raw_affiliation_strings":["Wuhan University,School of Computer Science,Wuhan,China,430072"],"affiliations":[{"raw_affiliation_string":"Wuhan University,School of Computer Science,Wuhan,China,430072","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070093927","display_name":"Qin Zou","orcid":"https://orcid.org/0000-0001-7955-0782"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qin Zou","raw_affiliation_strings":["Wuhan University,School of Computer Science,Wuhan,China,430072"],"affiliations":[{"raw_affiliation_string":"Wuhan University,School of Computer Science,Wuhan,China,430072","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5039758355"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10612367,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2025","last_page":"2029"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9994999766349792,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7768480181694031},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.7411803007125854},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.7364776134490967},{"id":"https://openalex.org/keywords/harm","display_name":"Harm","score":0.7003597021102905},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4177993834018707},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.401324599981308},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.24690043926239014},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.09580892324447632},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.08531454205513}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7768480181694031},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.7411803007125854},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.7364776134490967},{"id":"https://openalex.org/C2777363581","wikidata":"https://www.wikidata.org/wiki/Q15098235","display_name":"Harm","level":2,"score":0.7003597021102905},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4177993834018707},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.401324599981308},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.24690043926239014},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.09580892324447632},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.08531454205513},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip49359.2023.10222669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip49359.2023.10222669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6899999976158142,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2485566283","display_name":null,"funder_award_id":"2021YFF0602102","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G2708506166","display_name":null,"funder_award_id":"YFF0602102","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3128236903","display_name":null,"funder_award_id":"62072347","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7192540799","display_name":null,"funder_award_id":"62171324","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W1901129140","https://openalex.org/W2920877282","https://openalex.org/W2969985801","https://openalex.org/W2982058372","https://openalex.org/W2991318208","https://openalex.org/W3026885507","https://openalex.org/W3034196597","https://openalex.org/W3034713808","https://openalex.org/W3040168631","https://openalex.org/W3094954720","https://openalex.org/W4210623456","https://openalex.org/W4221145616","https://openalex.org/W4224924160","https://openalex.org/W4283811667","https://openalex.org/W4285238584","https://openalex.org/W4386065949","https://openalex.org/W4386071537","https://openalex.org/W4386928847"],"related_works":["https://openalex.org/W2061122711","https://openalex.org/W2356901839","https://openalex.org/W4403576982","https://openalex.org/W4247954915","https://openalex.org/W3203175338","https://openalex.org/W2131958170","https://openalex.org/W2273754158","https://openalex.org/W3209501579","https://openalex.org/W2336747664","https://openalex.org/W4293140739"],"abstract_inverted_index":{"Malicious":[0],"deepfake":[1,23,63,72,96,123,138],"face":[2,42,81,145],"not":[3,52,99],"only":[4,25],"violates":[5],"the":[6,14,28,39,45,54,58,102,141],"privacy":[7],"of":[8,30,60,104,137,143],"personal":[9],"identities,":[10],"but":[11,36],"also":[12],"confuses":[13],"public":[15],"and":[16,34,90,110],"causes":[17],"huge":[18],"social":[19],"harm.":[20],"The":[21,62],"current":[22],"detection":[24],"stays":[26],"at":[27],"level":[29],"distinguishing":[31],"between":[32],"true":[33],"false,":[35],"cannot":[37],"trace":[38,57],"original":[40,105,115,150],"genuine":[41],"corresponding":[43],"to":[44,56,148],"fake":[46],"face,":[47],"that":[48,85,95,114,132],"is,":[49],"it":[50,88,92],"does":[51],"have":[53],"ability":[55],"source":[59],"evidence.":[61],"countermeasure":[64],"technology":[65],"for":[66,71],"judicial":[67],"forensics":[68,84],"urgently":[69],"calls":[70],"inversion.":[73],"This":[74],"paper":[75],"pioneers":[76],"an":[77],"interesting":[78],"question":[79],"about":[80],"deepfake,":[82],"active":[83],"\"know":[86],"what":[87],"is":[89],"how":[91],"happened\".":[93],"Given":[94],"faces":[97,116,139,151],"do":[98],"completely":[100],"discard":[101],"features":[103,136],"faces,":[106],"especially":[107],"facial":[108],"expressions":[109],"poses,":[111],"we":[112,126],"argue":[113],"can":[117],"be":[118],"approximately":[119],"speculated":[120],"from":[121],"their":[122],"counterparts.":[124],"Correspondingly,":[125],"design":[127],"a":[128],"disentangling":[129],"reversing":[130],"network":[131],"decouples":[133],"latent":[134],"space":[135],"under":[140],"supervision":[142],"real-fake":[144],"pair":[146],"samples":[147],"infer":[149],"in":[152],"reverse.":[153]},"counts_by_year":[],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}