{"id":"https://openalex.org/W4402127110","doi":"https://doi.org/10.1109/tmm.2024.3453066","title":"IEIRNet: Inconsistency Exploiting Based Identity Rectification for Face Forgery Detection","display_name":"IEIRNet: Inconsistency Exploiting Based Identity Rectification for Face Forgery Detection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402127110","doi":"https://doi.org/10.1109/tmm.2024.3453066"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2024.3453066","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3453066","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5087844349","display_name":"Mingqi Fang","orcid":"https://orcid.org/0000-0002-1513-666X"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingqi Fang","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089799495","display_name":"Lingyun Yu","orcid":"https://orcid.org/0000-0001-6403-761X"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingyun Yu","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101745760","display_name":"Yun Song","orcid":"https://orcid.org/0000-0002-6962-8475"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Song","raw_affiliation_strings":["School of Computer and Communication Engineering, Changsha University of Science &amp; Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Changsha University of Science &amp; Technology, Changsha, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046305086","display_name":"Yongdong Zhang","orcid":"https://orcid.org/0000-0002-1151-1792"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongdong Zhang","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078162380","display_name":"Hongtao Xie","orcid":"https://orcid.org/0000-0002-6249-5315"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongtao Xie","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5087844349"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.98,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7677235,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"26","issue":null,"first_page":"11232","last_page":"11245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9975000023841858,"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/T11448","display_name":"Face recognition and analysis","score":0.9975000023841858,"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/T10828","display_name":"Biometric Identification and Security","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9154000282287598,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8477189540863037},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6776823997497559},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.6506741046905518},{"id":"https://openalex.org/keywords/rectification","display_name":"Rectification","score":0.6327543258666992},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.48455682396888733},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.4672740697860718},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3596898317337036},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3029061555862427}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8477189540863037},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6776823997497559},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.6506741046905518},{"id":"https://openalex.org/C50942859","wikidata":"https://www.wikidata.org/wiki/Q4967193","display_name":"Rectification","level":3,"score":0.6327543258666992},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.48455682396888733},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.4672740697860718},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3596898317337036},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3029061555862427},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2024.3453066","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3453066","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3722848311","display_name":null,"funder_award_id":"62102127","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3828173677","display_name":null,"funder_award_id":"62121002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G472569701","display_name":null,"funder_award_id":"62032006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4897510482","display_name":null,"funder_award_id":"62232006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6288477992","display_name":null,"funder_award_id":"U23B2028","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":87,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2301937176","https://openalex.org/W2587706859","https://openalex.org/W2754447548","https://openalex.org/W2790654677","https://openalex.org/W2792922843","https://openalex.org/W2798807671","https://openalex.org/W2808174311","https://openalex.org/W2808631503","https://openalex.org/W2884066303","https://openalex.org/W2887929321","https://openalex.org/W2891145043","https://openalex.org/W2942074357","https://openalex.org/W2962692288","https://openalex.org/W2962793481","https://openalex.org/W2962898354","https://openalex.org/W2963073614","https://openalex.org/W2963115481","https://openalex.org/W2963684180","https://openalex.org/W2964722723","https://openalex.org/W2969985801","https://openalex.org/W2982058372","https://openalex.org/W2987413615","https://openalex.org/W2996781180","https://openalex.org/W3017837134","https://openalex.org/W3020094669","https://openalex.org/W3034196597","https://openalex.org/W3034301684","https://openalex.org/W3034384783","https://openalex.org/W3034552680","https://openalex.org/W3034713808","https://openalex.org/W3034900344","https://openalex.org/W3035574324","https://openalex.org/W3043978417","https://openalex.org/W3083246145","https://openalex.org/W3092709185","https://openalex.org/W3094728142","https://openalex.org/W3096831136","https://openalex.org/W3107666850","https://openalex.org/W3108281670","https://openalex.org/W3123272955","https://openalex.org/W3126072720","https://openalex.org/W3130788242","https://openalex.org/W3135413014","https://openalex.org/W3135925326","https://openalex.org/W3174508664","https://openalex.org/W3174814557","https://openalex.org/W3175342695","https://openalex.org/W3177150198","https://openalex.org/W3183999072","https://openalex.org/W3192932902","https://openalex.org/W3196204467","https://openalex.org/W3202868197","https://openalex.org/W3204248352","https://openalex.org/W4214608919","https://openalex.org/W4214661097","https://openalex.org/W4214684483","https://openalex.org/W4214876496","https://openalex.org/W4225966148","https://openalex.org/W4283802557","https://openalex.org/W4283802957","https://openalex.org/W4285226122","https://openalex.org/W4304014614","https://openalex.org/W4312342993","https://openalex.org/W4312388562","https://openalex.org/W4312444931","https://openalex.org/W4312472072","https://openalex.org/W4312516166","https://openalex.org/W4312753047","https://openalex.org/W4312830050","https://openalex.org/W4312865419","https://openalex.org/W4312967678","https://openalex.org/W4316661129","https://openalex.org/W4379033874","https://openalex.org/W4385801058","https://openalex.org/W4385819670","https://openalex.org/W4386078160","https://openalex.org/W4386275888","https://openalex.org/W4388185930","https://openalex.org/W4390872977","https://openalex.org/W4391020241","https://openalex.org/W4391741272","https://openalex.org/W6743905813","https://openalex.org/W6784810453","https://openalex.org/W6787074658","https://openalex.org/W6798883673","https://openalex.org/W6810495895"],"related_works":["https://openalex.org/W2355499516","https://openalex.org/W3210974833","https://openalex.org/W2599000612","https://openalex.org/W2811475781","https://openalex.org/W2094246381","https://openalex.org/W2361137193","https://openalex.org/W2377736761","https://openalex.org/W2347824352","https://openalex.org/W2112875849","https://openalex.org/W2384651879"],"abstract_inverted_index":{"Face":[0],"forgery":[1,52],"detection":[2,20],"has":[3,239],"attracted":[4],"much":[5],"attention":[6],"due":[7],"to":[8,55,62,138,176,198,218],"the":[9,31,70,79,107,111,119,140,155,179,189,200,210,220,227],"ever-increasing":[10],"social":[11],"concerns":[12],"caused":[13],"by":[14],"facial":[15],"manipulation":[16],"techniques.":[17],"Recently,":[18],"identity-based":[19],"methods":[21,67],"have":[22],"made":[23],"considerable":[24],"progress,":[25],"which":[26],"is":[27,47,100,136,172,196,216],"especially":[28],"suitable":[29],"in":[30,102,174,209,244],"celebrity":[32],"protection":[33],"scenario.":[34],"However,":[35],"they":[36],"still":[37],"suffer":[38],"from":[39,182],"two":[40],"main":[41],"limitations:":[42],"(a)":[43],"generic":[44],"identity":[45,71,108,141,158],"extractor":[46],"not":[48],"specifically":[49],"designed":[50],"for":[51,82,106,161],"detection,":[53],"leading":[54],"nonnegligible":[56],"<italic":[57,91,120,129,146,166],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[58,92,121,130,147,167],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Identity":[59],"Representation":[60],"Bias</i>":[61],"forged":[63],"images.":[64],"(b)":[65],"existing":[66],"only":[68],"analyze":[69],"representation":[72],"of":[73],"each":[74],"image":[75],"individually,":[76],"but":[77],"ignores":[78],"query-reference":[80,162],"interaction":[81,222],"inconsistency":[83,163,180,203,229],"exploiting.":[84],"To":[85],"address":[86],"these":[87],"issues,":[88],"a":[89,144,213],"novel":[90,145],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Inconsistency":[93,168],"Exploiting":[94,169],"based":[95],"Identity":[96,123],"Rectification":[97],"Network</i>":[98],"(IEIRNet)":[99],"proposed":[101,137],"this":[103],"paper.":[104],"Firstly,":[105],"bias":[109,142],"rectification,":[110],"IEIRNet":[112,175,238],"follows":[113],"an":[114,127,165,192],"effective":[115],"two-branches":[116],"structure.":[117],"Besides":[118],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Generic":[122],"Extractor</i>":[124],"(GIE)":[125],"branch,":[126],"essential":[128],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Bias":[131],"Diminishing":[132],"Module</i>":[133,170],"(BDM)":[134],"branch":[135],"eliminate":[139],"through":[143],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Attention-based":[148],"Bias":[149],"Rectification</i>":[150],"(ABR)":[151],"component,":[152],"accordingly":[153,225],"acquiring":[154],"ultimate":[156],"discriminative":[157],"representation.":[159],"Secondly,":[160],"exploiting,":[164],"(IEM)":[171],"applied":[173],"comprehensively":[177],"exploit":[178],"clues":[181],"both":[183],"spatial":[184,190,206],"and":[185,224,234,242,247],"channel":[186,211,221],"perspectives.":[187],"In":[188],"aspect,":[191,212],"innovative":[193],"region-aware":[194],"kernel":[195],"derived":[197],"activate":[199],"local":[201],"region":[202],"with":[204,230],"deep":[205],"interaction.":[207],"Afterward":[208],"coattention":[214],"mechanism":[215],"utilized":[217],"model":[219],"meticulously,":[223],"highlight":[226],"channel-wise":[228,235],"adaptive":[231],"weight":[232],"assignment":[233],"dropout.":[236],"Our":[237],"shown":[240],"effectiveness":[241],"superiority":[243],"various":[245],"generalization":[246],"robustness":[248],"experiments.":[249]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}