{"id":"https://openalex.org/W7166566739","doi":"https://doi.org/10.1145/3805689.3812213","title":"Co-designing for Compliance: Multi-party Computation Protocols for Post-Market Fairness Monitoring in Algorithmic Hiring","display_name":"Co-designing for Compliance: Multi-party Computation Protocols for Post-Market Fairness Monitoring in Algorithmic Hiring","publication_year":2026,"publication_date":"2026-06-25","ids":{"openalex":"https://openalex.org/W7166566739","doi":"https://doi.org/10.1145/3805689.3812213"},"language":null,"primary_location":{"id":"doi:10.1145/3805689.3812213","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3805689.3812213","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3805689.3812213","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075466643","display_name":"Changyang He","orcid":"https://orcid.org/0000-0001-6648-4456"},"institutions":[{"id":"https://openalex.org/I4210096592","display_name":"Max Planck Institute for Security and Privacy","ror":"https://ror.org/00bj0r217","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210096592"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Changyang He","raw_affiliation_strings":["Max Planck Institute for Security and Privacy, Bochum, Germany, and Harbin Institute of Technology, Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-6648-4456","affiliations":[{"raw_affiliation_string":"Max Planck Institute for Security and Privacy, Bochum, Germany, and Harbin Institute of Technology, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210096592"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045910654","display_name":"Nina Baranowska","orcid":"https://orcid.org/0000-0002-1855-7697"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Nina Baranowska","raw_affiliation_strings":["Leiden University, Leiden, Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-1855-7697","affiliations":[{"raw_affiliation_string":"Leiden University, Leiden, Netherlands","institution_ids":["https://openalex.org/I121797337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015435400","display_name":"Josu Andoni Egu\u00edluz Casta\u00f1eira","orcid":null},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Josu Andoni Egu\u00edluz Casta\u00f1eira","raw_affiliation_strings":["Universitat Pompeu Fabra, Barcelona, Spain, and InfoJobs, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0009-0001-5078-8858","affiliations":[{"raw_affiliation_string":"Universitat Pompeu Fabra, Barcelona, Spain, and InfoJobs, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116498889","display_name":"Guillem Escriba","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091183","display_name":"Barcelona Graduate School of Mathematics","ror":"https://ror.org/00d5dd272","country_code":"ES","type":"education","lineage":["https://openalex.org/I4210091183"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Guillem Escriba","raw_affiliation_strings":["InfoJobs, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0009-0000-4617-3191","affiliations":[{"raw_affiliation_string":"InfoJobs, Barcelona, Spain","institution_ids":["https://openalex.org/I4210091183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139552825","display_name":"Matthias Immanuel J\u00fcntgen","orcid":"https://orcid.org/0009-0002-2888-7865"},"institutions":[{"id":"https://openalex.org/I4210096592","display_name":"Max Planck Institute for Security and Privacy","ror":"https://ror.org/00bj0r217","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210096592"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Immanuel J\u00fcntgen","raw_affiliation_strings":["Max Planck Institute for Security and Privacy, Bochum, Germany, and Ruhr University Bochum, Bochum, Germany"],"raw_orcid":"https://orcid.org/0009-0002-2888-7865","affiliations":[{"raw_affiliation_string":"Max Planck Institute for Security and Privacy, Bochum, Germany, and Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I4210096592"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139618994","display_name":"Anna Via","orcid":"https://orcid.org/0009-0005-5931-6178"},"institutions":[{"id":"https://openalex.org/I4210091183","display_name":"Barcelona Graduate School of Mathematics","ror":"https://ror.org/00d5dd272","country_code":"ES","type":"education","lineage":["https://openalex.org/I4210091183"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Anna Via","raw_affiliation_strings":["InfoJobs, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0009-0005-5931-6178","affiliations":[{"raw_affiliation_string":"InfoJobs, Barcelona, Spain","institution_ids":["https://openalex.org/I4210091183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024850801","display_name":"Frederik Zuiderveen Borgesius","orcid":"https://orcid.org/0000-0001-5803-827X"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Frederik Zuiderveen Borgesius","raw_affiliation_strings":["Radboud University, Nijmegen, Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-5803-827X","affiliations":[{"raw_affiliation_string":"Radboud University, Nijmegen, Netherlands","institution_ids":["https://openalex.org/I145872427"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087294637","display_name":"Asia J. Biega","orcid":"https://orcid.org/0000-0001-8083-0976"},"institutions":[{"id":"https://openalex.org/I4210096592","display_name":"Max Planck Institute for Security and Privacy","ror":"https://ror.org/00bj0r217","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210096592"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Asia J. Biega","raw_affiliation_strings":["Max Planck Institute for Security and Privacy, Bochum, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8083-0976","affiliations":[{"raw_affiliation_string":"Max Planck Institute for Security and Privacy, Bochum, Germany","institution_ids":["https://openalex.org/I4210096592"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"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":0.77183743,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7498","last_page":"7521"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10237","display_name":"Cryptography and Data Security","score":0.18559999763965607,"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"}},"topics":[{"id":"https://openalex.org/T10237","display_name":"Cryptography and Data Security","score":0.18559999763965607,"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/T11504","display_name":"Advanced Authentication Protocols Security","score":0.07819999754428864,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11182","display_name":"Auction Theory and Applications","score":0.07689999788999557,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.482699990272522},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.35519999265670776},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.29899999499320984},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.24699999392032623}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6398000121116638},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.482699990272522},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.35519999265670776},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.29899999499320984},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.26910001039505005},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.26249998807907104},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2587999999523163},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2551000118255615},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.24699999392032623},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.24230000376701355}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3805689.3812213","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3805689.3812213","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.ubn.ru.nl:2066/333096","is_oa":true,"landing_page_url":"https://hdl.handle.net/2066/333096","pdf_url":"https://repository.ubn.ru.nl//bitstream/handle/2066/333096/333096.pdf","source":{"id":"https://openalex.org/S4306401067","display_name":"Radboud Repository (Radboud University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I145872427","host_organization_name":"Radboud University Nijmegen","host_organization_lineage":["https://openalex.org/I145872427"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article in monograph or in proceedings"}],"best_oa_location":{"id":"doi:10.1145/3805689.3812213","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3805689.3812213","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2610364475","https://openalex.org/W2744999500","https://openalex.org/W2765146466","https://openalex.org/W2808845702","https://openalex.org/W2893405045","https://openalex.org/W2896479683","https://openalex.org/W3001765450","https://openalex.org/W3037016170","https://openalex.org/W3176768410","https://openalex.org/W3211490561","https://openalex.org/W3211982349","https://openalex.org/W4224225126","https://openalex.org/W4283166422","https://openalex.org/W4288083801","https://openalex.org/W4288359825","https://openalex.org/W4313196673","https://openalex.org/W4318719666","https://openalex.org/W4366091953","https://openalex.org/W4378446601","https://openalex.org/W4388857833","https://openalex.org/W4396230925","https://openalex.org/W4402288722","https://openalex.org/W4402747641","https://openalex.org/W4407123576","https://openalex.org/W4415256665"],"related_works":[],"abstract_inverted_index":{"Post-market":[0],"fairness":[1,8,27,58,65,79,116,155],"monitoring":[2,28,80,156],"is":[3,37],"now":[4],"mandated":[5],"to":[6,32,39],"ensure":[7],"and":[9,89,106,129,148],"accountability":[10],"for":[11,55,114,151],"high-risk":[12],"employment":[13],"AI":[14,23],"systems":[15],"under":[16,43,85],"emerging":[17],"regulations":[18],"such":[19],"as":[20,144,146],"the":[21,61,75,125],"EU":[22],"Act.":[24],"However,":[25],"effective":[26],"often":[29],"requires":[30],"access":[31],"sensitive":[33,69],"personal":[34],"data,":[35],"which":[36],"subject":[38],"strict":[40],"legal":[41,147],"protections":[42],"data":[44,127],"protection":[45],"law.":[46],"Multi-party":[47],"computation":[48,63],"(MPC)":[49],"offers":[50],"a":[51,100,134],"promising":[52],"technical":[53,73],"foundation":[54],"compliant":[56,122],"post-market":[57,154],"monitoring,":[59,117],"enabling":[60],"secure":[62],"of":[64,77],"metrics":[66],"without":[67],"revealing":[68],"attributes.":[70],"Despite":[71],"growing":[72],"interest,":[74],"operationalization":[76],"MPC-based":[78,115,153],"in":[81,133,157],"real-world":[82],"hiring":[83,159],"contexts":[84],"concrete":[86],"legal,":[87,105],"industrial,":[88],"usability":[90],"constraints":[91],"remains":[92],"unknown.":[93],"This":[94],"work":[95],"addresses":[96],"this":[97],"gap":[98],"through":[99],"co-design":[101],"approach":[102],"integrating":[103],"technical,":[104],"industrial":[107,136,149],"expertise.":[108],"We":[109],"identify":[110],"practical":[111],"design":[112,142],"requirements":[113],"develop":[118],"an":[119],"end-to-end,":[120],"legally":[121],"protocol":[123],"spanning":[124],"full":[126],"lifecycle,":[128],"empirically":[130],"validate":[131],"it":[132],"large-scale":[135],"setting.":[137],"Our":[138],"findings":[139],"provide":[140],"actionable":[141],"insights":[143],"well":[145],"implications":[150],"deploying":[152],"algorithmic":[158],"systems.":[160]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-06-30T00:00:00"}
