{"id":"https://openalex.org/W4408352289","doi":"https://doi.org/10.1109/icassp49660.2025.10890705","title":"FairAdapter: Detecting AI-generated Images with Improved Fairness","display_name":"FairAdapter: Detecting AI-generated Images with Improved Fairness","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408352289","doi":"https://doi.org/10.1109/icassp49660.2025.10890705"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10890705","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10890705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5100717860","display_name":"Feng Ding","orcid":"https://orcid.org/0000-0001-9153-9279"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Feng Ding","raw_affiliation_strings":["NanChang University"],"affiliations":[{"raw_affiliation_string":"NanChang University","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100433246","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0003-1017-7179"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["NanChang University"],"affiliations":[{"raw_affiliation_string":"NanChang University","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113398301","display_name":"Xinan He","orcid":null},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinan He","raw_affiliation_strings":["NanChang University"],"affiliations":[{"raw_affiliation_string":"NanChang University","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101652522","display_name":"Jianfeng Xu","orcid":"https://orcid.org/0000-0003-1619-1967"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianfeng Xu","raw_affiliation_strings":["NanChang University"],"affiliations":[{"raw_affiliation_string":"NanChang University","institution_ids":["https://openalex.org/I141649914"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100717860"],"corresponding_institution_ids":["https://openalex.org/I141649914"],"apc_list":null,"apc_paid":null,"fwci":4.6239,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93475873,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.925599992275238,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.925599992275238,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9043999910354614,"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":0.6660037040710449},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5104057192802429},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40462231636047363},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32039007544517517}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6660037040710449},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5104057192802429},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40462231636047363},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32039007544517517}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10890705","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10890705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"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":25,"referenced_works":["https://openalex.org/W2962770929","https://openalex.org/W2962793481","https://openalex.org/W3012472557","https://openalex.org/W3034577585","https://openalex.org/W3035574324","https://openalex.org/W3185067909","https://openalex.org/W4308234128","https://openalex.org/W4312933868","https://openalex.org/W4375869427","https://openalex.org/W4386071953","https://openalex.org/W4386075954","https://openalex.org/W4386790226","https://openalex.org/W4391563741","https://openalex.org/W4392902664","https://openalex.org/W4394593221","https://openalex.org/W4396542737","https://openalex.org/W4399418483","https://openalex.org/W4401326471","https://openalex.org/W4402774698","https://openalex.org/W4404238827","https://openalex.org/W6745560452","https://openalex.org/W6775642233","https://openalex.org/W6779823529","https://openalex.org/W6791353385","https://openalex.org/W6810940779"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"The":[0],"high-quality,":[1],"realistic":[2],"images":[3],"generated":[4,51],"by":[5],"generative":[6],"models":[7],"pose":[8],"significant":[9],"challenges":[10],"for":[11,29],"exposing":[12],"them.":[13],"So":[14],"far,":[15],"data-driven":[16],"deep":[17],"neural":[18],"networks":[19],"have":[20],"been":[21],"justified":[22],"as":[23,57],"the":[24,30,75],"most":[25],"efficient":[26],"forensics":[27],"tools":[28],"challenges.":[31],"However,":[32],"they":[33],"may":[34],"be":[35,55],"over-fitted":[36],"to":[37,73],"certain":[38],"semantics,":[39],"resulting":[40],"in":[41,44],"considerable":[42],"inconsistency":[43],"detection":[45,61],"performance":[46],"across":[47],"different":[48],"contents":[49],"of":[50,60],"samples.":[52],"It":[53],"could":[54],"regarded":[56],"an":[58],"issue":[59],"fairness.":[62],"In":[63,77],"this":[64],"paper,":[65],"we":[66],"propose":[67],"a":[68],"novel":[69],"framework":[70],"named":[71],"Fairadapter":[72],"tackle":[74],"issue.":[76],"comparison":[78],"with":[79],"existing":[80],"state-of-the-art":[81],"methods,":[82],"our":[83],"model":[84],"achieves":[85],"improved":[86],"fairness":[87],"performance.":[88],"Our":[89],"project":[90],"is":[91],"vailable":[92],"at":[93],"https://github.com/AppleDogDog/FairnessDetection":[94]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-03T22:45:19.894376","created_date":"2025-10-10T00:00:00"}