{"id":"https://openalex.org/W7148338267","doi":"https://doi.org/10.1109/wifs66636.2025.00032","title":"Finger Vein Spoof GANs: Are they really useful to enhance PAD training?","display_name":"Finger Vein Spoof GANs: Are they really useful to enhance PAD training?","publication_year":2025,"publication_date":"2025-12-01","ids":{"openalex":"https://openalex.org/W7148338267","doi":"https://doi.org/10.1109/wifs66636.2025.00032"},"language":null,"primary_location":{"id":"doi:10.1109/wifs66636.2025.00032","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wifs66636.2025.00032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Workshop on Information Forensics and Security (WIFS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5132737872","display_name":"Tessnim Boulfoul","orcid":null},"institutions":[{"id":"https://openalex.org/I182212641","display_name":"University of Salzburg","ror":"https://ror.org/05gs8cd61","country_code":"AT","type":"education","lineage":["https://openalex.org/I182212641"]},{"id":"https://openalex.org/I4210087982","display_name":"Fachhochschule Salzburg","ror":"https://ror.org/0072dxg89","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210087982"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Tessnim Boulfoul","raw_affiliation_strings":["University of Salzburg (PLUS),Dept. of Artificial Intelligence and Human Interfaces,Salzburg,Austria,5020"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salzburg (PLUS),Dept. of Artificial Intelligence and Human Interfaces,Salzburg,Austria,5020","institution_ids":["https://openalex.org/I182212641","https://openalex.org/I4210087982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132756791","display_name":"Valentin Pr\u00f6pster","orcid":null},"institutions":[{"id":"https://openalex.org/I182212641","display_name":"University of Salzburg","ror":"https://ror.org/05gs8cd61","country_code":"AT","type":"education","lineage":["https://openalex.org/I182212641"]},{"id":"https://openalex.org/I4210087982","display_name":"Fachhochschule Salzburg","ror":"https://ror.org/0072dxg89","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210087982"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Valentin Pr\u00f6pster","raw_affiliation_strings":["University of Salzburg (PLUS),Dept. of Artificial Intelligence and Human Interfaces,Salzburg,Austria,5020"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salzburg (PLUS),Dept. of Artificial Intelligence and Human Interfaces,Salzburg,Austria,5020","institution_ids":["https://openalex.org/I182212641","https://openalex.org/I4210087982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015602691","display_name":"Andreas Vorderleitner","orcid":"https://orcid.org/0009-0009-2908-1207"},"institutions":[{"id":"https://openalex.org/I182212641","display_name":"University of Salzburg","ror":"https://ror.org/05gs8cd61","country_code":"AT","type":"education","lineage":["https://openalex.org/I182212641"]},{"id":"https://openalex.org/I4210087982","display_name":"Fachhochschule Salzburg","ror":"https://ror.org/0072dxg89","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210087982"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Andreas Vorderleitner","raw_affiliation_strings":["University of Salzburg (PLUS),Dept. of Artificial Intelligence and Human Interfaces,Salzburg,Austria,5020"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salzburg (PLUS),Dept. of Artificial Intelligence and Human Interfaces,Salzburg,Austria,5020","institution_ids":["https://openalex.org/I182212641","https://openalex.org/I4210087982"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062946437","display_name":"Andreas Uhl","orcid":"https://orcid.org/0000-0002-5921-8755"},"institutions":[{"id":"https://openalex.org/I182212641","display_name":"University of Salzburg","ror":"https://ror.org/05gs8cd61","country_code":"AT","type":"education","lineage":["https://openalex.org/I182212641"]},{"id":"https://openalex.org/I4210087982","display_name":"Fachhochschule Salzburg","ror":"https://ror.org/0072dxg89","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210087982"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Andreas Uhl","raw_affiliation_strings":["University of Salzburg (PLUS),Dept. of Artificial Intelligence and Human Interfaces,Salzburg,Austria,5020"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salzburg (PLUS),Dept. of Artificial Intelligence and Human Interfaces,Salzburg,Austria,5020","institution_ids":["https://openalex.org/I182212641","https://openalex.org/I4210087982"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"138","last_page":"143"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11453","display_name":"Diagnosis and Treatment of Venous Diseases","score":0.5070000290870667,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11453","display_name":"Diagnosis and Treatment of Venous Diseases","score":0.5070000290870667,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10641","display_name":"Central Venous Catheters and Hemodialysis","score":0.11819999665021896,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10916","display_name":"Surgical Simulation and Training","score":0.02590000070631504,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/trigger-finger","display_name":"Trigger finger","score":0.271699994802475},{"id":"https://openalex.org/keywords/vein","display_name":"Vein","score":0.25189998745918274},{"id":"https://openalex.org/keywords/percutaneous","display_name":"Percutaneous","score":0.2290000021457672},{"id":"https://openalex.org/keywords/clinical-practice","display_name":"Clinical Practice","score":0.2264000028371811},{"id":"https://openalex.org/keywords/deep-vein","display_name":"Deep vein","score":0.21969999372959137}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6363000273704529},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3776000142097473},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.36469998955726624},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2955999970436096},{"id":"https://openalex.org/C2775899180","wikidata":"https://www.wikidata.org/wiki/Q2093127","display_name":"Trigger finger","level":3,"score":0.271699994802475},{"id":"https://openalex.org/C2777202286","wikidata":"https://www.wikidata.org/wiki/Q9609","display_name":"Vein","level":2,"score":0.25189998745918274},{"id":"https://openalex.org/C2780813298","wikidata":"https://www.wikidata.org/wiki/Q2071287","display_name":"Percutaneous","level":2,"score":0.2290000021457672},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.2264000028371811},{"id":"https://openalex.org/C2778959117","wikidata":"https://www.wikidata.org/wiki/Q430892","display_name":"Deep vein","level":3,"score":0.21969999372959137},{"id":"https://openalex.org/C2780017030","wikidata":"https://www.wikidata.org/wiki/Q368366","display_name":"Cuff","level":2,"score":0.21480000019073486}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wifs66636.2025.00032","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wifs66636.2025.00032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Workshop on Information Forensics and Security (WIFS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1500670950","https://openalex.org/W2282307134","https://openalex.org/W2758913579","https://openalex.org/W2919938126","https://openalex.org/W2962793481","https://openalex.org/W2963163009","https://openalex.org/W2983409418","https://openalex.org/W2996162755","https://openalex.org/W3034600949","https://openalex.org/W3133963594","https://openalex.org/W3156765634","https://openalex.org/W3159890710","https://openalex.org/W3177177614","https://openalex.org/W4220753826","https://openalex.org/W4312730671","https://openalex.org/W4321609509","https://openalex.org/W4323022411","https://openalex.org/W4389337129","https://openalex.org/W4395078873","https://openalex.org/W4404238850","https://openalex.org/W4410356925","https://openalex.org/W4412445057"],"related_works":[],"abstract_inverted_index":{"Four":[0],"traditional":[1],"GAN-based":[2],"I2I":[3],"translation":[4],"techniques":[5],"have":[6,26,32],"been":[7,27,33],"employed":[8],"for":[9],"the":[10,44,79],"synthesis":[11],"of":[12,57,75,109,118],"biometric":[13],"finger":[14],"vein":[15],"presentation":[16,23,37],"attack":[17,24,38,98],"instrument":[18],"(PAI)":[19],"samples":[20,31,99,114],"(three":[21],"public":[22],"datasets":[25],"considered).":[28],"These":[29],"synthetic":[30,54,62,76,113],"used":[34],"to":[35,48,83,90,96,105],"train":[36],"detectors":[39],"(PAD).":[40],"This":[41],"work":[42],"considers":[43],"more":[45],"realistic":[46],"setting":[47],"augment":[49],"PAD":[50],"training":[51,110,129],"sets":[52],"with":[53,112,130],"data,":[55],"instead":[56],"entirely":[58],"replacing":[59],"real":[60,131],"by":[61],"samples,":[63],"as":[64,86],"done":[65],"in":[66,78,116],"earlier":[67],"work.":[68],"Our":[69],"analysis":[70],"reveals":[71],"that":[72],"uninformed":[73],"usage":[74],"data":[77,111,132],"considered":[80],"context":[81],"has":[82],"be":[84],"avoided":[85],"it":[87],"can":[88],"lead":[89],"dramatically":[91],"high":[92],"errors":[93],"when":[94,128],"trying":[95],"detect":[97],"(high":[100,125],"APCER).":[101],"Instead,":[102],"we":[103],"recommend":[104],"use":[106],"an":[107],"augmentation":[108],"only":[115],"case":[117],"too":[119],"many":[120],"false":[121],"positive":[122],"PA":[123],"alarms":[124],"BPCER":[126],"values)":[127],"alone.":[133]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-04-03T00:00:00"}