{"id":"https://openalex.org/W4390523785","doi":"https://doi.org/10.1109/wifs58808.2023.10374998","title":"Optimizing Key-Selection for Face-Based One-Time Biometrics via Morphing","display_name":"Optimizing Key-Selection for Face-Based One-Time Biometrics via Morphing","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4390523785","doi":"https://doi.org/10.1109/wifs58808.2023.10374998"},"language":"en","primary_location":{"id":"doi:10.1109/wifs58808.2023.10374998","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wifs58808.2023.10374998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Workshop on Information Forensics and Security (WIFS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repositorio.uam.es/bitstream/10486/712058/1/9454094.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003815470","display_name":"Dail\u00e9 Osorio-Roig","orcid":"https://orcid.org/0000-0002-1732-148X"},"institutions":[{"id":"https://openalex.org/I107257983","display_name":"Darmstadt University of Applied Sciences","ror":"https://ror.org/047wbd030","country_code":"DE","type":"education","lineage":["https://openalex.org/I107257983"]},{"id":"https://openalex.org/I4210099379","display_name":"Zimmer Biomet (Germany)","ror":"https://ror.org/016731f38","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210099379","https://openalex.org/I4210115238"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dail\u00e9 Osorio-Roig","raw_affiliation_strings":["Biometrics and Internet Security Research Group Hochschule,Darmstadt,Germany","Biometrics and Internet Security Research Group Hochschule, Darmstadt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biometrics and Internet Security Research Group Hochschule,Darmstadt,Germany","institution_ids":["https://openalex.org/I107257983"]},{"raw_affiliation_string":"Biometrics and Internet Security Research Group Hochschule, Darmstadt, Germany","institution_ids":["https://openalex.org/I107257983","https://openalex.org/I4210099379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003922006","display_name":"Mahdi Ghafourian","orcid":"https://orcid.org/0000-0003-4206-4873"},"institutions":[{"id":"https://openalex.org/I63634437","display_name":"Universidad Aut\u00f3noma de Madrid","ror":"https://ror.org/01cby8j38","country_code":"ES","type":"education","lineage":["https://openalex.org/I63634437"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mahdi Ghafourian","raw_affiliation_strings":["Universidad Autonoma de Madrid (UAM),Biometrics and Data Pattern Analytics (BiDA) Lab,Spain","Biometrics and Data Pattern Analytics (BiDA) Lab, Universidad Autonoma de Madrid (UAM), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Autonoma de Madrid (UAM),Biometrics and Data Pattern Analytics (BiDA) Lab,Spain","institution_ids":["https://openalex.org/I63634437"]},{"raw_affiliation_string":"Biometrics and Data Pattern Analytics (BiDA) Lab, Universidad Autonoma de Madrid (UAM), Spain","institution_ids":["https://openalex.org/I63634437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087866084","display_name":"Christian Rathgeb","orcid":"https://orcid.org/0000-0003-1901-9468"},"institutions":[{"id":"https://openalex.org/I107257983","display_name":"Darmstadt University of Applied Sciences","ror":"https://ror.org/047wbd030","country_code":"DE","type":"education","lineage":["https://openalex.org/I107257983"]},{"id":"https://openalex.org/I4210099379","display_name":"Zimmer Biomet (Germany)","ror":"https://ror.org/016731f38","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210099379","https://openalex.org/I4210115238"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Rathgeb","raw_affiliation_strings":["Biometrics and Internet Security Research Group Hochschule,Darmstadt,Germany","Biometrics and Internet Security Research Group Hochschule, Darmstadt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biometrics and Internet Security Research Group Hochschule,Darmstadt,Germany","institution_ids":["https://openalex.org/I107257983"]},{"raw_affiliation_string":"Biometrics and Internet Security Research Group Hochschule, Darmstadt, Germany","institution_ids":["https://openalex.org/I107257983","https://openalex.org/I4210099379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058051350","display_name":"Rub\u00e9n Vera-Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-6338-8511"},"institutions":[{"id":"https://openalex.org/I63634437","display_name":"Universidad Aut\u00f3noma de Madrid","ror":"https://ror.org/01cby8j38","country_code":"ES","type":"education","lineage":["https://openalex.org/I63634437"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ruben Vera-Rodriguez","raw_affiliation_strings":["Universidad Autonoma de Madrid (UAM),Biometrics and Data Pattern Analytics (BiDA) Lab,Spain","Biometrics and Data Pattern Analytics (BiDA) Lab, Universidad Autonoma de Madrid (UAM), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Autonoma de Madrid (UAM),Biometrics and Data Pattern Analytics (BiDA) Lab,Spain","institution_ids":["https://openalex.org/I63634437"]},{"raw_affiliation_string":"Biometrics and Data Pattern Analytics (BiDA) Lab, Universidad Autonoma de Madrid (UAM), Spain","institution_ids":["https://openalex.org/I63634437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017716310","display_name":"Christoph Busch","orcid":"https://orcid.org/0000-0002-9159-2923"},"institutions":[{"id":"https://openalex.org/I107257983","display_name":"Darmstadt University of Applied Sciences","ror":"https://ror.org/047wbd030","country_code":"DE","type":"education","lineage":["https://openalex.org/I107257983"]},{"id":"https://openalex.org/I4210099379","display_name":"Zimmer Biomet (Germany)","ror":"https://ror.org/016731f38","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210099379","https://openalex.org/I4210115238"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Busch","raw_affiliation_strings":["Biometrics and Internet Security Research Group Hochschule,Darmstadt,Germany","Biometrics and Internet Security Research Group Hochschule, Darmstadt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biometrics and Internet Security Research Group Hochschule,Darmstadt,Germany","institution_ids":["https://openalex.org/I107257983"]},{"raw_affiliation_string":"Biometrics and Internet Security Research Group Hochschule, Darmstadt, Germany","institution_ids":["https://openalex.org/I107257983","https://openalex.org/I4210099379"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068081385","display_name":"Juli\u00e1n Fi\u00e9rrez","orcid":"https://orcid.org/0000-0002-6343-5656"},"institutions":[{"id":"https://openalex.org/I63634437","display_name":"Universidad Aut\u00f3noma de Madrid","ror":"https://ror.org/01cby8j38","country_code":"ES","type":"education","lineage":["https://openalex.org/I63634437"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Julian Fierrez","raw_affiliation_strings":["Universidad Autonoma de Madrid (UAM),Biometrics and Data Pattern Analytics (BiDA) Lab,Spain","Biometrics and Data Pattern Analytics (BiDA) Lab, Universidad Autonoma de Madrid (UAM), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Autonoma de Madrid (UAM),Biometrics and Data Pattern Analytics (BiDA) Lab,Spain","institution_ids":["https://openalex.org/I63634437"]},{"raw_affiliation_string":"Biometrics and Data Pattern Analytics (BiDA) Lab, Universidad Autonoma de Madrid (UAM), Spain","institution_ids":["https://openalex.org/I63634437"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22228732,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9998000264167786,"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/T11448","display_name":"Face recognition and analysis","score":0.9958000183105469,"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/T11800","display_name":"User Authentication and Security Systems","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.8319182991981506},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.8112972974777222},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.6816415190696716},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.6279888153076172},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.619988203048706},{"id":"https://openalex.org/keywords/morphing","display_name":"Morphing","score":0.6032426953315735},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4943523406982422},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.492135226726532},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4769933819770813},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.44010990858078003},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4309435188770294},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35443001985549927},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3518185019493103}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8319182991981506},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.8112972974777222},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6816415190696716},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.6279888153076172},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.619988203048706},{"id":"https://openalex.org/C50637493","wikidata":"https://www.wikidata.org/wiki/Q1136781","display_name":"Morphing","level":2,"score":0.6032426953315735},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4943523406982422},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.492135226726532},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4769933819770813},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.44010990858078003},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4309435188770294},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35443001985549927},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3518185019493103},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wifs58808.2023.10374998","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wifs58808.2023.10374998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Workshop on Information Forensics and Security (WIFS)","raw_type":"proceedings-article"},{"id":"pmh:oai:repositorio.uam.es:10486/712058","is_oa":true,"landing_page_url":"http://hdl.handle.net/10486/712058","pdf_url":"https://repositorio.uam.es/bitstream/10486/712058/1/9454094.pdf","source":{"id":"https://openalex.org/S4306400964","display_name":"Biblos-e Archivo (Universidad Aut\u00f3noma de Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63634437","host_organization_name":"Universidad Aut\u00f3noma de Madrid","host_organization_lineage":["https://openalex.org/I63634437"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conferenceObject"}],"best_oa_location":{"id":"pmh:oai:repositorio.uam.es:10486/712058","is_oa":true,"landing_page_url":"http://hdl.handle.net/10486/712058","pdf_url":"https://repositorio.uam.es/bitstream/10486/712058/1/9454094.pdf","source":{"id":"https://openalex.org/S4306400964","display_name":"Biblos-e Archivo (Universidad Aut\u00f3noma de Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63634437","host_organization_name":"Universidad Aut\u00f3noma de Madrid","host_organization_lineage":["https://openalex.org/I63634437"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conferenceObject"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1276317268","display_name":null,"funder_award_id":"H2020-MSCA ITN-2019","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2001806450","display_name":null,"funder_award_id":"H2020-MSCA-ITN","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2188020438","display_name":null,"funder_award_id":"H2020-MSCA-ITN-2019","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G3345895242","display_name":null,"funder_award_id":"H2020-MSCA","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G4117174230","display_name":null,"funder_award_id":"H2020-MSCA-ITN-2019-860315","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G434337789","display_name":null,"funder_award_id":"HORIZON2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4937468798","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5079885849","display_name":null,"funder_award_id":"860315","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G5398162870","display_name":"Privacy Matters","funder_award_id":"860315","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6281504974","display_name":null,"funder_award_id":"MSCA-ITN-2019","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G7628805400","display_name":null,"funder_award_id":"MSCA-ITN-2019","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7750532576","display_name":"TRaining in Secure and PrivAcy-preserving biometricS","funder_award_id":"860813","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7984235579","display_name":null,"funder_award_id":"H2020-MSCA-ITN","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G8512683158","display_name":null,"funder_award_id":"H2020-MSCA","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4390523785.pdf"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1490122681","https://openalex.org/W1608718905","https://openalex.org/W2018098791","https://openalex.org/W2041942569","https://openalex.org/W2129905915","https://openalex.org/W2144906988","https://openalex.org/W2759430372","https://openalex.org/W2941733693","https://openalex.org/W2963428752","https://openalex.org/W2963839617","https://openalex.org/W2970408908","https://openalex.org/W2979483133","https://openalex.org/W3010452742","https://openalex.org/W3083589295","https://openalex.org/W3111818035","https://openalex.org/W3148009503","https://openalex.org/W3173324345","https://openalex.org/W4200048494","https://openalex.org/W4210320493","https://openalex.org/W4312402191","https://openalex.org/W4316924414","https://openalex.org/W4323565172","https://openalex.org/W4378983674","https://openalex.org/W6764838729","https://openalex.org/W6851077272"],"related_works":["https://openalex.org/W1679315481","https://openalex.org/W3151495635","https://openalex.org/W4385170164","https://openalex.org/W4236870338","https://openalex.org/W2016917053","https://openalex.org/W1580681114","https://openalex.org/W51472912","https://openalex.org/W4362722828","https://openalex.org/W2127911712","https://openalex.org/W2384651879"],"abstract_inverted_index":{"Nowadays,":[0],"facial":[1,35,56],"recognition":[2,26,36,57,89],"systems":[3,37],"are":[4],"still":[5],"vulnerable":[6],"to":[7,20,28,42,75,79,86,110,137,167],"adversarial":[8,76,91,142],"attacks.":[9,77],"These":[10],"attacks":[11,92],"vary":[12],"from":[13],"simple":[14],"perturbations":[15],"of":[16,24,45,114,140],"the":[17,22,25,53,67,71,98,112,121,141,150,156,160],"input":[18],"image":[19],"modifying":[21],"parameters":[23],"model":[27],"impersonate":[29],"an":[30,146],"authorised":[31],"subject.":[32],"So-called":[33],"privacy-enhancing":[34,55],"have":[38,59,83],"been":[39],"mostly":[40],"developed":[41],"provide":[43],"protection":[44],"stored":[46],"biometric":[47],"reference":[48],"data,":[49],"i.e.":[50],"templates.":[51],"In":[52,101],"literature,":[54],"approaches":[58],"focused":[60],"solely":[61],"on":[62,131,145],"conventional":[63],"security":[64,96,113],"threats":[65],"at":[66,97,120],"template":[68,99],"level,":[69],"ignoring":[70],"growing":[72],"concern":[73],"related":[74],"Up":[78],"now,":[80],"few":[81],"works":[82],"provided":[84],"mechanisms":[85],"protect":[87],"face":[88],"against":[90],"while":[93,154],"maintaining":[94],"high":[95],"level.":[100,123],"this":[102],"paper,":[103],"we":[104],"propose":[105],"different":[106],"key":[107,133],"selection":[108,134],"strategies":[109,129],"improve":[111],"a":[115],"competitive":[116],"cancelable":[117],"scheme":[118],"operating":[119],"signal":[122],"Experimental":[124],"results":[125],"show":[126],"that":[127],"certain":[128],"based":[130,144],"signal-level":[132],"can":[135,164],"lead":[136],"complete":[138],"blocking":[139],"attack":[143,161],"iterative":[147],"optimization":[148],"for":[149,155],"most":[151,157],"secure":[152],"threshold,":[153,159],"practical":[158],"success":[162],"chance":[163],"be":[165],"decreased":[166],"approximately":[168],"5.0%.":[169]},"counts_by_year":[],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
