{"id":"https://openalex.org/W7133300254","doi":"https://doi.org/10.1109/ijcb65343.2025.11410880","title":"VOIDFace: Towards an effective face training data storage and protection with Right-To-Be-Forgotten property","display_name":"VOIDFace: Towards an effective face training data storage and protection with Right-To-Be-Forgotten property","publication_year":2025,"publication_date":"2025-09-08","ids":{"openalex":"https://openalex.org/W7133300254","doi":"https://doi.org/10.1109/ijcb65343.2025.11410880"},"language":null,"primary_location":{"id":"doi:10.1109/ijcb65343.2025.11410880","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcb65343.2025.11410880","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Joint Conference on Biometrics (IJCB)","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/A5073591624","display_name":"Ajnas Muhammed","orcid":"https://orcid.org/0000-0003-0068-6885"},"institutions":[{"id":"https://openalex.org/I4210125590","display_name":"Institute for Systems Engineering and Computers","ror":"https://ror.org/033wn8m60","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ajnas Muhammed","raw_affiliation_strings":["University of Coimbra,Institute of Systems and Robotics,Coimbra,Portugal,3030-290"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Coimbra,Institute of Systems and Robotics,Coimbra,Portugal,3030-290","institution_ids":["https://openalex.org/I4210125590","https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Iurii Medvedev","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125590","display_name":"Institute for Systems Engineering and Computers","ror":"https://ror.org/033wn8m60","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Iurii Medvedev","raw_affiliation_strings":["University of Coimbra,Institute of Systems and Robotics,Coimbra,Portugal,3030-290"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Coimbra,Institute of Systems and Robotics,Coimbra,Portugal,3030-290","institution_ids":["https://openalex.org/I4210125590","https://openalex.org/I76903346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060785558","display_name":"Nuno Gon\u00e7alves","orcid":"https://orcid.org/0000-0002-1854-049X"},"institutions":[{"id":"https://openalex.org/I4210125590","display_name":"Institute for Systems Engineering and Computers","ror":"https://ror.org/033wn8m60","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Nuno Gon\u00e7alves","raw_affiliation_strings":["University of Coimbra,Institute of Systems and Robotics,Coimbra,Portugal,3030-290"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Coimbra,Institute of Systems and Robotics,Coimbra,Portugal,3030-290","institution_ids":["https://openalex.org/I4210125590","https://openalex.org/I76903346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.66523512,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.1436000019311905,"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":0.1436000019311905,"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/T10237","display_name":"Cryptography and Data Security","score":0.10450000315904617,"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/T10828","display_name":"Biometric Identification and Security","score":0.06610000133514404,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.742900013923645},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.5889999866485596},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5293999910354614},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4869000017642975},{"id":"https://openalex.org/keywords/replication","display_name":"Replication (statistics)","score":0.4632999897003174},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.42399999499320984},{"id":"https://openalex.org/keywords/access-control","display_name":"Access control","score":0.38749998807907104},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.34850001335144043}],"concepts":[{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.742900013923645},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7214999794960022},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.5889999866485596},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5293999910354614},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4869000017642975},{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.4632999897003174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.427700012922287},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.42399999499320984},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3977999985218048},{"id":"https://openalex.org/C527821871","wikidata":"https://www.wikidata.org/wiki/Q228502","display_name":"Access control","level":2,"score":0.38749998807907104},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.34850001335144043},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.30649998784065247},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.301800012588501},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.29899999499320984},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.29739999771118164},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.2816999852657318},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2793000042438507},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.27459999918937683},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.26649999618530273},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.263700008392334},{"id":"https://openalex.org/C88799230","wikidata":"https://www.wikidata.org/wiki/Q3398329","display_name":"Three-dimensional face recognition","level":5,"score":0.250900000333786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcb65343.2025.11410880","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcb65343.2025.11410880","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Joint Conference on Biometrics (IJCB)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.4572651982307434,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1999994834","https://openalex.org/W2024922353","https://openalex.org/W2515770085","https://openalex.org/W2604243795","https://openalex.org/W2663800299","https://openalex.org/W2798720628","https://openalex.org/W2889800473","https://openalex.org/W2963566548","https://openalex.org/W2963839617","https://openalex.org/W2964533941","https://openalex.org/W2969985801","https://openalex.org/W3016632787","https://openalex.org/W3027483882","https://openalex.org/W3082758965","https://openalex.org/W3096672325","https://openalex.org/W3099106497","https://openalex.org/W3167034882","https://openalex.org/W3185553369","https://openalex.org/W3185987447","https://openalex.org/W3213258637","https://openalex.org/W4253746564","https://openalex.org/W4321020618","https://openalex.org/W4386076651","https://openalex.org/W4386211271","https://openalex.org/W4392405740","https://openalex.org/W4392406185","https://openalex.org/W4392502502","https://openalex.org/W4396553471","https://openalex.org/W4396664726","https://openalex.org/W4400350803","https://openalex.org/W4400410499","https://openalex.org/W4404048105"],"related_works":[],"abstract_inverted_index":{"Advancement":[0],"of":[1,9,19,108,162],"machine":[2],"learning":[3],"techniques,":[4],"combined":[5],"with":[6],"the":[7,15,106,157,192],"availability":[8],"large-scale":[10],"datasets,":[11],"has":[12],"significantly":[13],"improved":[14,200],"accuracy":[16],"and":[17,47,60,84,111,160,204],"efficiency":[18,161],"facial":[20,23,95,146,163,209],"recognition.":[21],"Modern":[22],"recognition":[24,96,147,164,210],"systems":[25,97],"are":[26,44],"trained":[27],"using":[28,122],"large":[29],"face":[30,68,119,173],"datasets":[31,43],"collected":[32],"from":[33],"diverse":[34],"individuals":[35],"or":[36],"public":[37],"repositories.":[38],"However,":[39],"for":[40,69,94],"training,":[41,165],"these":[42,151],"often":[45],"replicated":[46],"stored":[48],"in":[49,53],"multiple":[50],"workstations,":[51],"resulting":[52],"data":[54,78,109,113,120,138,201],"replication,":[55],"which":[56],"complicates":[57],"database":[58],"management":[59],"oversight.":[61],"Currently,":[62],"once":[63],"a":[64,91,129,143],"user":[65],"submits":[66],"their":[67,77,181,186],"dataset":[70,194],"preparation,":[71],"they":[72],"lose":[73],"control":[74,114,169,185],"over":[75,170],"how":[76],"is":[79],"used,":[80],"raising":[81],"significant":[82],"privacy":[83,205],"ethical":[85],"concerns.":[86],"This":[87],"paper":[88],"introduces":[89],"VOIDFace,":[90],"novel":[92,136],"framework":[93],"that":[98,133,196],"addresses":[99],"two":[100],"major":[101],"issues.":[102],"First,":[103],"it":[104,127],"eliminates":[105],"need":[107],"replication":[110],"improves":[112],"to":[115,141,155,179,184],"securely":[116],"store":[117],"training":[118,137],"by":[121],"visual":[123],"secret":[124],"sharing.":[125],"Second,":[126],"proposes":[128],"patch-based":[130],"multi-training":[131],"network":[132],"uses":[134],"this":[135],"storage":[139],"mechanism":[140],"develop":[142],"robust,":[144],"privacy-preserving":[145],"system.":[148],"By":[149],"integrating":[150],"advancements,":[152],"VOIDFace":[153,175,197],"aims":[154],"improve":[156],"privacy,":[158],"security,":[159,203],"while":[166,206],"ensuring":[167],"greater":[168],"sensitive":[171],"personal":[172,187],"data.":[174,188],"also":[176],"enables":[177],"users":[178],"exercise":[180],"Right-To-Be-Forgotten":[182],"property":[183],"Experimental":[189],"evaluations":[190],"on":[191],"VGGFace2":[193],"show":[195],"provides":[198],"Right-To-Be-Forgotten,":[199],"control,":[202],"maintaining":[207],"competitive":[208],"performance.":[211]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-03-04T00:00:00"}
