{"id":"https://openalex.org/W4409573666","doi":"https://doi.org/10.1109/tifs.2025.3559787","title":"Image Provenance Analysis via Graph Encoding With Vision Transformer","display_name":"Image Provenance Analysis via Graph Encoding With Vision Transformer","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409573666","doi":"https://doi.org/10.1109/tifs.2025.3559787"},"language":"en","primary_location":{"id":"doi:10.1109/tifs.2025.3559787","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2025.3559787","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Information Forensics and Security","raw_type":"journal-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/A5023177595","display_name":"Keyang Zhang","orcid":"https://orcid.org/0009-0001-8130-6989"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Keyang Zhang","raw_affiliation_strings":["Department of Electrical Engineering, City University of Hong Kong, Kowloon Tong, SAR, Hong Kong","Department of Electrical Engineering, City University of Hong Kong, Hong Kong SAR, China"],"raw_orcid":"https://orcid.org/0009-0001-8130-6989","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Kowloon Tong, SAR, Hong Kong","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058765046","display_name":"Chenqi Kong","orcid":"https://orcid.org/0000-0002-3958-6489"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chenqi Kong","raw_affiliation_strings":["Rapid-Rich Object Search (ROSE) Laboratory, School of Electrical and Electronic Engineering, Nanyang Technology University, Jurong West, Singapore","Rapid-Rich Object Search (ROSE) Lab, School of Electrical and Electronic Engineering, Nanyang Technology University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-3958-6489","affiliations":[{"raw_affiliation_string":"Rapid-Rich Object Search (ROSE) Laboratory, School of Electrical and Electronic Engineering, Nanyang Technology University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Rapid-Rich Object Search (ROSE) Lab, School of Electrical and Electronic Engineering, Nanyang Technology University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385178","display_name":"Shiqi Wang","orcid":"https://orcid.org/0000-0002-3583-959X"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Shiqi Wang","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Kowloon Tong, SAR, Hong Kong","Department of Computer Science, City University of Hong Kong, Hong Kong SAR, USA"],"raw_orcid":"https://orcid.org/0000-0002-3583-959X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Kowloon Tong, SAR, Hong Kong","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong SAR, USA","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043147904","display_name":"Anderson Rocha","orcid":"https://orcid.org/0000-0002-4236-8212"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]},{"id":"https://openalex.org/I79767729","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica de Campinas","ror":"https://ror.org/01wjxn842","country_code":"BR","type":"education","lineage":["https://openalex.org/I79767729"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Anderson Rocha","raw_affiliation_strings":["Artificial Intelligence Laboratory (Recod.ai), University of Campinas, Campinas, Brazil","Artificial Intelligence Lab. (Recod.ai) at the University of Campinas, Campinas, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-4236-8212","affiliations":[{"raw_affiliation_string":"Artificial Intelligence Laboratory (Recod.ai), University of Campinas, Campinas, Brazil","institution_ids":["https://openalex.org/I79767729"]},{"raw_affiliation_string":"Artificial Intelligence Lab. (Recod.ai) at the University of Campinas, Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040091210","display_name":"Haoliang Li","orcid":"https://orcid.org/0000-0002-8723-8112"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Haoliang Li","raw_affiliation_strings":["Department of Electrical Engineering, City University of Hong Kong, Kowloon Tong, SAR, Hong Kong","Department of Electrical Engineering, City University of Hong Kong, Hong Kong SAR, China"],"raw_orcid":"https://orcid.org/0000-0002-8723-8112","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Kowloon Tong, SAR, Hong Kong","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5023177595"],"corresponding_institution_ids":["https://openalex.org/I168719708"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08263821,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"20","issue":null,"first_page":"4422","last_page":"4437"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.9623000025749207,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9301000237464905,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7894762754440308},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.5237236618995667},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.45844459533691406},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4577580392360687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4452645182609558},{"id":"https://openalex.org/keywords/provenance","display_name":"Provenance","score":0.4219230115413666},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4172610640525818},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2161986231803894},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.104034423828125}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7894762754440308},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.5237236618995667},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.45844459533691406},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4577580392360687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4452645182609558},{"id":"https://openalex.org/C2780049196","wikidata":"https://www.wikidata.org/wiki/Q23582628","display_name":"Provenance","level":2,"score":0.4219230115413666},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4172610640525818},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2161986231803894},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.104034423828125},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C5900021","wikidata":"https://www.wikidata.org/wiki/Q163082","display_name":"Petrology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tifs.2025.3559787","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2025.3559787","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Information Forensics and Security","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W191324973","https://openalex.org/W1677409904","https://openalex.org/W1899437639","https://openalex.org/W1901820255","https://openalex.org/W1965680834","https://openalex.org/W1967163043","https://openalex.org/W1997127867","https://openalex.org/W2026066288","https://openalex.org/W2063295648","https://openalex.org/W2063497316","https://openalex.org/W2108598243","https://openalex.org/W2116341502","https://openalex.org/W2151103935","https://openalex.org/W2156120594","https://openalex.org/W2194775991","https://openalex.org/W2464281403","https://openalex.org/W2466034782","https://openalex.org/W2536326793","https://openalex.org/W2621156800","https://openalex.org/W2798117183","https://openalex.org/W2802701183","https://openalex.org/W2807150694","https://openalex.org/W2841457574","https://openalex.org/W2888307497","https://openalex.org/W2903306729","https://openalex.org/W2907492528","https://openalex.org/W2912648825","https://openalex.org/W2962830107","https://openalex.org/W2963219740","https://openalex.org/W2963627878","https://openalex.org/W2963777235","https://openalex.org/W2979750740","https://openalex.org/W2982058372","https://openalex.org/W3005144047","https://openalex.org/W3013743800","https://openalex.org/W3022867133","https://openalex.org/W3033686203","https://openalex.org/W3035718547","https://openalex.org/W3041176905","https://openalex.org/W3113177135","https://openalex.org/W3118383610","https://openalex.org/W3130875629","https://openalex.org/W3159937784","https://openalex.org/W4287080402","https://openalex.org/W4312881598","https://openalex.org/W4366396176","https://openalex.org/W4382912979","https://openalex.org/W4385801341","https://openalex.org/W4386075803","https://openalex.org/W4394862914","https://openalex.org/W4404447289","https://openalex.org/W6631190155","https://openalex.org/W6685350579","https://openalex.org/W6744557953","https://openalex.org/W6764074542","https://openalex.org/W6766978945","https://openalex.org/W6767098714","https://openalex.org/W6772776185","https://openalex.org/W6796581206","https://openalex.org/W6796663048","https://openalex.org/W6856941928"],"related_works":["https://openalex.org/W2354627941","https://openalex.org/W2347483153","https://openalex.org/W2353379336","https://openalex.org/W2379683085","https://openalex.org/W2363868702","https://openalex.org/W2374448931","https://openalex.org/W2376723740","https://openalex.org/W2370535391","https://openalex.org/W2370679613","https://openalex.org/W2380057024"],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,34,87,149,213],"AI-powered":[3],"image":[4,13,114,140,218],"editing":[5],"tools":[6],"have":[7,101],"significantly":[8],"lowered":[9],"the":[10,74,145,150,153,159,164,170,175,178,187,194,201,204,215],"barrier":[11],"to":[12,21,72,112],"modification,":[14],"raising":[15],"pressing":[16],"security":[17],"concerns":[18],"those":[19],"related":[20],"spreading":[22],"misinformation":[23],"and":[24,45,54,100,120],"disinformation":[25],"on":[26,97,134],"social":[27],"platforms.":[28],"Image":[29],"provenance":[30,78,115,154,219],"analysis":[31],"is":[32],"crucial":[33],"this":[35],"context,":[36],"as":[37],"it":[38],"identifies":[39],"relevant":[40],"images":[41],"within":[42],"a":[43,47,65,108],"database":[44],"constructs":[46],"relationship":[48],"graph":[49,125,166,176,183],"by":[50],"mining":[51],"hidden":[52,146],"manipulation":[53],"transformation":[55],"cues,":[56],"thereby":[57,123],"providing":[58],"concrete":[59],"evidence":[60],"chains.":[61],"This":[62],"paper":[63],"introduces":[64],"novel":[66],"end-to-end":[67],"deep":[68],"learning":[69],"framework":[70,105],"designed":[71],"explore":[73],"structural":[75,172],"information":[76,147,173,185],"of":[77,152,174,193,196,203,217],"graphs.":[79],"Our":[80,156],"proposed":[81,205],"method":[82,206],"distinguishes":[83],"from":[84],"previous":[85,130,208],"approaches":[86],"two":[88],"main":[89],"ways.":[90],"First,":[91],"unlike":[92],"earlier":[93],"methods":[94,131],"that":[95],"rely":[96],"prior":[98],"knowledge":[99],"limited":[102],"generalizability,":[103],"our":[104],"relies":[106],"upon":[107],"patch":[109],"attention":[110,188],"mechanism":[111],"capture":[113],"clues":[116],"for":[117],"local":[118],"manipulations":[119],"global":[121],"transformations,":[122],"enhancing":[124],"construction":[126,167],"performance.":[127],"Second,":[128],"while":[129],"primarily":[132],"focus":[133],"identifying":[135],"tampering":[136],"traces":[137],"only":[138],"between":[139],"pairs,":[141],"they":[142],"often":[143],"overlook":[144],"embedded":[148],"topology":[151],"graph.":[155],"approach":[157],"aligns":[158],"model":[160],"training":[161,179],"objectives":[162],"with":[163,186],"final":[165],"task,":[168],"incorporating":[169],"overall":[171],"into":[177],"process.":[180],"We":[181],"integrate":[182],"structure":[184],"mechanism,":[189],"enabling":[190],"precise":[191],"determination":[192],"direction":[195],"transformation.":[197],"Experimental":[198],"results":[199],"show":[200],"superiority":[202],"over":[207],"approaches,":[209],"underscoring":[210],"its":[211],"effectiveness":[212],"addressing":[214],"challenges":[216],"analysis.":[220]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
