{"id":"https://openalex.org/W4406321254","doi":"https://doi.org/10.1109/tbiom.2025.3529026","title":"Adversarial Samples Generated by Self-Forgery for Face Forgery Detection","display_name":"Adversarial Samples Generated by Self-Forgery for Face Forgery Detection","publication_year":2025,"publication_date":"2025-01-13","ids":{"openalex":"https://openalex.org/W4406321254","doi":"https://doi.org/10.1109/tbiom.2025.3529026"},"language":"en","primary_location":{"id":"doi:10.1109/tbiom.2025.3529026","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbiom.2025.3529026","pdf_url":null,"source":{"id":"https://openalex.org/S4210209367","display_name":"IEEE Transactions on Biometrics Behavior and Identity Science","issn_l":"2637-6407","issn":["2637-6407"],"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 Biometrics, Behavior, and Identity Science","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/A5113182165","display_name":"Hanxian Duan","orcid":null},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanxian Duan","raw_affiliation_strings":["School of Software, Yunnan University, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qian Jiang","orcid":"https://orcid.org/0000-0003-3097-0721"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Jiang","raw_affiliation_strings":["School of Software, Yunnan University, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0003-3097-0721","affiliations":[{"raw_affiliation_string":"School of Software, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073307355","display_name":"Xiaoyuan Xu","orcid":"https://orcid.org/0009-0007-8236-931X"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyuan Xu","raw_affiliation_strings":["School of Journalism, Yunnan University, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Journalism, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017851308","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0001-7763-4261"},"institutions":[{"id":"https://openalex.org/I26080491","display_name":"Kunming Medical University","ror":"https://ror.org/038c3w259","country_code":"CN","type":"education","lineage":["https://openalex.org/I26080491"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["Department of Information Technology, The Second Affiliated Hospital of Kunming Medical University, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, The Second Affiliated Hospital of Kunming Medical University, Kunming, China","institution_ids":["https://openalex.org/I26080491"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002132917","display_name":"Hongbin Yi","orcid":"https://orcid.org/0000-0003-2602-3959"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huasong Yi","raw_affiliation_strings":["School of Software, Yunnan University, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000436275","display_name":"Shaowen Yao","orcid":"https://orcid.org/0000-0003-1516-4246"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaowen Yao","raw_affiliation_strings":["School of Software, Yunnan University, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0003-1516-4246","affiliations":[{"raw_affiliation_string":"School of Software, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100641350","display_name":"Xin Jin","orcid":"https://orcid.org/0000-0003-2211-2006"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Jin","raw_affiliation_strings":["School of Software, Yunnan University, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0003-2211-2006","affiliations":[{"raw_affiliation_string":"School of Software, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7655,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66375875,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"7","issue":"3","first_page":"432","last_page":"443"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9923999905586243,"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":0.9923999905586243,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9922999739646912,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9733999967575073,"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/adversarial-system","display_name":"Adversarial system","score":0.7586455941200256},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6423895359039307},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5979055166244507},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.517361581325531},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5027403831481934},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33246469497680664},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.1543879508972168}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7586455941200256},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6423895359039307},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5979055166244507},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.517361581325531},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5027403831481934},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33246469497680664},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1543879508972168},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tbiom.2025.3529026","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbiom.2025.3529026","pdf_url":null,"source":{"id":"https://openalex.org/S4210209367","display_name":"IEEE Transactions on Biometrics Behavior and Identity Science","issn_l":"2637-6407","issn":["2637-6407"],"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 Biometrics, Behavior, and Identity Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2314209727","display_name":null,"funder_award_id":"202301AU070210","funder_id":"https://openalex.org/F4320330387","funder_display_name":"Foundation for Fundamental Research of China"},{"id":"https://openalex.org/G3871571977","display_name":null,"funder_award_id":"202301AW070007","funder_id":"https://openalex.org/F4320330387","funder_display_name":"Foundation for Fundamental Research of China"},{"id":"https://openalex.org/G7647020775","display_name":null,"funder_award_id":"62101481","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8668643","display_name":null,"funder_award_id":"202401AT070470","funder_id":"https://openalex.org/F4320330387","funder_display_name":"Foundation for Fundamental Research of China"},{"id":"https://openalex.org/G88877017","display_name":null,"funder_award_id":"62261060","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/F4320330387","display_name":"Foundation for Fundamental Research of China","ror":null},{"id":"https://openalex.org/F4320336602","display_name":"Major Science and Technology Projects in Yunnan Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W2009130368","https://openalex.org/W2098594597","https://openalex.org/W2108598243","https://openalex.org/W2130225759","https://openalex.org/W2531409750","https://openalex.org/W2603123944","https://openalex.org/W2786289897","https://openalex.org/W2888338418","https://openalex.org/W2891145043","https://openalex.org/W2962958939","https://openalex.org/W2982058372","https://openalex.org/W3034196597","https://openalex.org/W3034713808","https://openalex.org/W3034900344","https://openalex.org/W3083246145","https://openalex.org/W3092879151","https://openalex.org/W3094728142","https://openalex.org/W3096831136","https://openalex.org/W3108854358","https://openalex.org/W3154326567","https://openalex.org/W3158353280","https://openalex.org/W3174508664","https://openalex.org/W3174656926","https://openalex.org/W3174814557","https://openalex.org/W3176241004","https://openalex.org/W3183999072","https://openalex.org/W3191630110","https://openalex.org/W3207695642","https://openalex.org/W4210623456","https://openalex.org/W4255023712","https://openalex.org/W4312388562","https://openalex.org/W4312753047","https://openalex.org/W4312782746","https://openalex.org/W4313127140","https://openalex.org/W4313427335","https://openalex.org/W4315643586","https://openalex.org/W4321100337","https://openalex.org/W4382119399","https://openalex.org/W4385943968","https://openalex.org/W4386071484","https://openalex.org/W4386076635","https://openalex.org/W4389890887","https://openalex.org/W4390414869","https://openalex.org/W4392450481","https://openalex.org/W4393217303","https://openalex.org/W6640425456","https://openalex.org/W6677618333","https://openalex.org/W6729756640","https://openalex.org/W6746638498","https://openalex.org/W6756046522","https://openalex.org/W6762718338","https://openalex.org/W6769741248"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W4288019534"],"abstract_inverted_index":{"As":[0],"deep":[1,80],"learning":[2],"techniques":[3],"continue":[4],"to":[5,15,19,49,59,64,102,171],"advance":[6],"making":[7],"face":[8,27],"synthesis":[9,92,195],"realistic":[10],"and":[11,36,100,111,119,129,143,155,158],"indistinguishable.":[12],"Algorithms":[13],"need":[14],"be":[16,200],"continuously":[17],"improved":[18],"cope":[20],"with":[21],"increasingly":[22],"sophisticated":[23],"forgery":[24,28,51,81,133,147,183],"techniques.":[25],"Current":[26],"detectors":[29],"achieve":[30],"excellent":[31],"results":[32],"when":[33,47],"detecting":[34],"training":[35,94,169],"testing":[37],"from":[38],"the":[39,43,55,66,73,98,117,146,174,179,190,193],"same":[40],"dataset.":[41],"However,":[42],"detector":[44],"performance":[45],"degrades":[46],"generalized":[48],"unknown":[50],"methods.":[52],"One":[53],"of":[54,93,182,192],"most":[56],"effective":[57],"ways":[58],"address":[60],"this":[61,84],"problem":[62],"is":[63],"train":[65],"model":[67,74],"using":[68],"synthetic":[69],"data.":[70,95],"This":[71,176],"helps":[72],"learn":[75],"a":[76,88,106,112],"generic":[77],"representation":[78],"for":[79,91],"detection.":[82],"In":[83,163],"article,":[85],"we":[86,104,165,188],"propose":[87],"new":[89],"strategy":[90,170],"To":[96],"improve":[97,159],"quality":[99],"sensitivity":[101],"forgeries,":[103],"include":[105],"Multi-scale":[107,122],"Feature":[108,123],"Aggregation":[109,124],"Module":[110,115,125,138],"Forgery":[113,136],"Identification":[114,137],"in":[116,145],"generator":[118],"discriminator.":[120],"The":[121,135],"captures":[126],"finer":[127],"details":[128],"textures":[130],"while":[131],"reducing":[132],"traces.":[134],"more":[139],"acutely":[140],"detects":[141],"traces":[142],"irregularities":[144],"images.":[148],"It":[149],"can":[150,199],"better":[151],"distinguish":[152],"between":[153],"real":[154],"fake":[156],"images":[157],"overall":[160],"detection":[161],"accuracy.":[162],"addition,":[164],"employ":[166],"an":[167],"adversarial":[168],"dynamically":[172],"construct":[173],"detector.":[175],"effectively":[177],"explores":[178],"enhancement":[180],"space":[181],"samples.":[184],"Through":[185],"extensive":[186],"experiments,":[187],"demonstrate":[189],"effectiveness":[191],"proposed":[194],"strategy.":[196],"Our":[197],"code":[198],"found":[201],"at:":[202],"<uri":[203],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[204],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/1241128239/ASG-SF</uri>.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
