{"id":"https://openalex.org/W4403968236","doi":"https://doi.org/10.1155/2024/7950247","title":"SFIA: Toward a Generalized Semantic\u2010Agnostic Method for Fake Image Attribution","display_name":"SFIA: Toward a Generalized Semantic\u2010Agnostic Method for Fake Image Attribution","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403968236","doi":"https://doi.org/10.1155/2024/7950247"},"language":"en","primary_location":{"id":"doi:10.1155/2024/7950247","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2024/7950247","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/2024/7950247","source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/2024/7950247","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022987858","display_name":"Jianpeng Ke","orcid":"https://orcid.org/0000-0002-4893-3665"},"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":"Jianpeng Ke","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing ,  Ministry of Education ,  School of Cyber Science and Engineering ,  Wuhan University ,  Wuhan ,  China , meb.gov.tr"],"raw_orcid":"https://orcid.org/0000-0002-4893-3665","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing ,  Ministry of Education ,  School of Cyber Science and Engineering ,  Wuhan University ,  Wuhan ,  China , meb.gov.tr","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056155495","display_name":"Lina Wang","orcid":"https://orcid.org/0000-0001-8085-1312"},"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":"Lina Wang","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing ,  Ministry of Education ,  School of Cyber Science and Engineering ,  Wuhan University ,  Wuhan ,  China , meb.gov.tr"],"raw_orcid":"https://orcid.org/0000-0001-8085-1312","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing ,  Ministry of Education ,  School of Cyber Science and Engineering ,  Wuhan University ,  Wuhan ,  China , meb.gov.tr","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107959570","display_name":"Jiatong Liu","orcid":"https://orcid.org/0000-0001-9730-7110"},"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":"Jiatong Liu","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing ,  Ministry of Education ,  School of Cyber Science and Engineering ,  Wuhan University ,  Wuhan ,  China , meb.gov.tr"],"raw_orcid":"https://orcid.org/0000-0001-9730-7110","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing ,  Ministry of Education ,  School of Cyber Science and Engineering ,  Wuhan University ,  Wuhan ,  China , meb.gov.tr","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115848359","display_name":"J.X. Fu","orcid":"https://orcid.org/0000-0002-7081-7150"},"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":"Jie Fu","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing ,  Ministry of Education ,  School of Cyber Science and Engineering ,  Wuhan University ,  Wuhan ,  China , meb.gov.tr"],"raw_orcid":"https://orcid.org/0000-0002-7081-7150","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing ,  Ministry of Education ,  School of Cyber Science and Engineering ,  Wuhan University ,  Wuhan ,  China , meb.gov.tr","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5056155495"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":{"value":2500,"currency":"USD","value_usd":2500},"apc_paid":{"value":2500,"currency":"USD","value_usd":2500},"fwci":0.2044,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.49998108,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"2024","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9968000054359436,"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":0.9968000054359436,"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":0.991100013256073,"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"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9837999939918518,"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/attribution","display_name":"Attribution","score":0.7131727933883667},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5975289940834045},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5652624368667603},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4987828731536865},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4896579384803772},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4094296991825104},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17730268836021423},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.07949617505073547}],"concepts":[{"id":"https://openalex.org/C143299363","wikidata":"https://www.wikidata.org/wiki/Q900584","display_name":"Attribution","level":2,"score":0.7131727933883667},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5975289940834045},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5652624368667603},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4987828731536865},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4896579384803772},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4094296991825104},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17730268836021423},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.07949617505073547}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1155/2024/7950247","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2024/7950247","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/2024/7950247","source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1155/2024/7950247","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2024/7950247","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/2024/7950247","source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G6107093909","display_name":null,"funder_award_id":"2020YFB1805400","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7463024246","display_name":null,"funder_award_id":"2020YFB1805400","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8286278548","display_name":null,"funder_award_id":"62372334","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":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403968236.pdf","grobid_xml":"https://content.openalex.org/works/W4403968236.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2163605009","https://openalex.org/W2805481182","https://openalex.org/W2884585870","https://openalex.org/W2907295878","https://openalex.org/W2962770929","https://openalex.org/W2962858109","https://openalex.org/W2973726786","https://openalex.org/W2991318208","https://openalex.org/W2992308087","https://openalex.org/W3015341856","https://openalex.org/W3034411055","https://openalex.org/W3034864980","https://openalex.org/W3035574324","https://openalex.org/W3036806226","https://openalex.org/W3094728142","https://openalex.org/W3117441857","https://openalex.org/W3124321534","https://openalex.org/W3143336910","https://openalex.org/W3173317327","https://openalex.org/W3175342695","https://openalex.org/W3175734111","https://openalex.org/W3183999072","https://openalex.org/W4212914967","https://openalex.org/W4283811667","https://openalex.org/W4284702842","https://openalex.org/W4287884584","https://openalex.org/W4297095254","https://openalex.org/W4300514939","https://openalex.org/W4312909749","https://openalex.org/W4320013936","https://openalex.org/W4379806327","https://openalex.org/W4385486282","https://openalex.org/W6751959828","https://openalex.org/W6766092863"],"related_works":["https://openalex.org/W2035546108","https://openalex.org/W2376361520","https://openalex.org/W2133328864","https://openalex.org/W2093949997","https://openalex.org/W2570200690","https://openalex.org/W2389726244","https://openalex.org/W3030478661","https://openalex.org/W2323536476","https://openalex.org/W2104624653","https://openalex.org/W3204019825"],"abstract_inverted_index":{"The":[0],"proliferation":[1],"of":[2,46,183,201],"photorealistic":[3],"images":[4,30,80,107],"synthesized":[5],"by":[6,81],"generative":[7],"adversarial":[8],"networks":[9],"(GANs)":[10],"has":[11],"posed":[12],"serious":[13],"threats":[14],"to":[15,27,31,54,126,145,160,203],"society.":[16],"Therefore":[17],"a":[18,32,55,69,95,135],"new":[19],"challenge":[20],"task,":[21],"named":[22],"image":[23,50,72,168],"attribution,":[24,51],"is":[25,124],"arising":[26],"attribute":[28],"fake":[29,71,79],"specific":[33],"GAN.":[34],"However,":[35],"existing":[36],"approaches":[37],"focus":[38],"on":[39,99,172,192],"model\u2010specific":[40],"features":[41,48,88],"but":[42],"neglect":[43],"the":[44,64,83,128,142,162,181],"misguidance":[45],"semantic\u2010relevant":[47,87],"in":[49,59,89,165,199],"which":[52,76,140],"leads":[53],"significant":[56],"performance":[57,198],"decrease":[58],"cross\u2010dataset":[60],"evaluation.":[61],"To":[62],"tackle":[63],"above":[65],"problem,":[66],"we":[67,93,133,151],"propose":[68,152],"semantic\u2010agnostic":[70,147],"attribution":[73],"(SFIA)":[74],"method,":[75],"effectively":[77],"distinguishes":[78],"disentangling":[82],"GANs":[84],"fingerprint":[85,113],"and":[86,110,138,178,195],"latent":[90],"space.":[91],"Specifically,":[92],"design":[94],"semantic":[96,143],"eliminator":[97,144],"based":[98],"residual":[100],"block":[101],"with":[102,117,158],"skip":[103],"connections":[104],"that":[105],"take":[106],"as":[108],"input":[109],"outputs":[111],"GAN":[112],"features.":[114],"A":[115],"classifier":[116,139],"an":[118,153],"attention":[119],"module":[120],"for":[121],"feature":[122,148],"refinement":[123],"introduced":[125],"make":[127],"final":[129],"decision.":[130],"In":[131],"addition,":[132],"develop":[134],"well\u2010trained":[136],"reconstructor":[137],"supervise":[141],"achieve":[146],"extraction.":[149],"Moreover,":[150],"improved":[154],"data":[155],"augmentation":[156],"combined":[157],"meta\u2010learning":[159],"enhance":[161],"model\u2019s":[163],"generalization":[164,202],"detecting":[166],"unseen":[167,204],"categories.":[169],"Comprehensive":[170],"experiments":[171],"various":[173],"datasets,":[174],"namely,":[175],"CelebA,":[176],"LSUN\u2010church,":[177],"LSUN\u2010bedroom,":[179],"demonstrate":[180],"effectiveness":[182],"our":[184],"proposed":[185],"SFIA.":[186],"It":[187],"achieves":[188],"over":[189],"95%":[190],"accuracy":[191],"three":[193],"datasets":[194],"exhibits":[196],"superior":[197],"terms":[200],"data.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2025-10-10T00:00:00"}
