{"id":"https://openalex.org/W4399556763","doi":"https://doi.org/10.1145/3658664.3659655","title":"Honest Fraction Differential Privacy","display_name":"Honest Fraction Differential Privacy","publication_year":2024,"publication_date":"2024-06-12","ids":{"openalex":"https://openalex.org/W4399556763","doi":"https://doi.org/10.1145/3658664.3659655"},"language":"en","primary_location":{"id":"doi:10.1145/3658664.3659655","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3658664.3659655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 ACM Workshop on Information Hiding and Multimedia Security","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-04610199v1/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5099097654","display_name":"Imane Taibi","orcid":"https://orcid.org/0009-0003-0095-9035"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I7454413","display_name":"\u00c9cole Centrale de Lille","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Imane Taibi","raw_affiliation_strings":["Univ. Lille, Inria, CNRS, Centrale Lille, UMR 9189 - CRIStAL, Lille, France"],"raw_orcid":"https://orcid.org/0009-0003-0095-9035","affiliations":[{"raw_affiliation_string":"Univ. Lille, Inria, CNRS, Centrale Lille, UMR 9189 - CRIStAL, Lille, France","institution_ids":["https://openalex.org/I7454413","https://openalex.org/I2279609970","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077665746","display_name":"Jan Ramon","orcid":"https://orcid.org/0000-0002-0558-7176"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I7454413","display_name":"\u00c9cole Centrale de Lille","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jan Ramon","raw_affiliation_strings":["Univ. Lille, Inria, CNRS, Centrale Lille, UMR 9189 - CRIStAL, Lille, France"],"raw_orcid":"https://orcid.org/0000-0002-0558-7176","affiliations":[{"raw_affiliation_string":"Univ. Lille, Inria, CNRS, Centrale Lille, UMR 9189 - CRIStAL, Lille, France","institution_ids":["https://openalex.org/I7454413","https://openalex.org/I2279609970","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3055,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61786632,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"247","last_page":"251"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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/T10237","display_name":"Cryptography and Data Security","score":0.9984999895095825,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.7030462026596069},{"id":"https://openalex.org/keywords/fraction","display_name":"Fraction (chemistry)","score":0.6999190449714661},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5782509446144104},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.36204928159713745},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.34362778067588806},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12347623705863953},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.10537734627723694}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.7030462026596069},{"id":"https://openalex.org/C149629883","wikidata":"https://www.wikidata.org/wiki/Q660926","display_name":"Fraction (chemistry)","level":2,"score":0.6999190449714661},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5782509446144104},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.36204928159713745},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34362778067588806},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12347623705863953},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.10537734627723694},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3658664.3659655","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3658664.3659655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 ACM Workshop on Information Hiding and Multimedia Security","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04610199v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04610199v1/file/hal.pdf","pdf_url":"https://inria.hal.science/hal-04610199v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.ihmmsec.org/cms/main-navigation/home/index.html","raw_type":"Conference papers"},{"id":"pmh:oai:lilloa.univ-lille.fr:20.500.12210/115110","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.12210/115110","pdf_url":null,"source":{"id":"https://openalex.org/S4306402203","display_name":"LillOA (Universit\u00e9 de Lille (University Of Lille))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210123514","host_organization_name":"Centre d'Etudes en Civilisations, Langues et Litt\u00e9ratures Etrang\u00e8res","host_organization_lineage":["https://openalex.org/I4210123514"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04610199v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04610199v1/file/hal.pdf","pdf_url":"https://inria.hal.science/hal-04610199v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.ihmmsec.org/cms/main-navigation/home/index.html","raw_type":"Conference papers"},"sustainable_development_goals":[{"score":0.8299999833106995,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G5916975183","display_name":null,"funder_award_id":"ANR-20-CE23-0013","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399556763.pdf","grobid_xml":"https://content.openalex.org/works/W4399556763.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2033092546","https://openalex.org/W2116025923","https://openalex.org/W2162379889","https://openalex.org/W2473418344","https://openalex.org/W2767079719","https://openalex.org/W2805942535","https://openalex.org/W2903850320","https://openalex.org/W3045693096","https://openalex.org/W3203723547","https://openalex.org/W4221156096","https://openalex.org/W4287995911","https://openalex.org/W4318049358"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W3038283795","https://openalex.org/W2604501336","https://openalex.org/W2734500670","https://openalex.org/W2558166297","https://openalex.org/W2315671126","https://openalex.org/W798507144","https://openalex.org/W2964481303","https://openalex.org/W1751413323"],"abstract_inverted_index":{"Over":[0],"the":[1,89,92,112,125,143,174,185,193,206,209],"last":[2],"decades,":[3],"differential":[4,163,169],"privacy":[5,170],"(DP)":[6],"has":[7,114],"become":[8],"a":[9,27,44,77,100,122,131],"standard":[10],"notion":[11],"of":[12,124,157,184,212],"privacy.":[13],"It":[14],"allows":[15],"to":[16,42,63,69,84,109,168,192,208],"measure":[17],"how":[18],"much":[19],"sensitive":[20,57],"information":[21,87],"an":[22,146,151],"adversary":[23,80,113,175],"could":[24],"infer":[25],"from":[26,47],"result":[28],"(statistical":[29],"model,":[30],"prediction,":[31],"etc.)":[32],"he":[33],"obtains.":[34],"In":[35],"privacy-preserving":[36],"federated":[37],"machine":[38],"learning,":[39],"one":[40],"aims":[41],"learn":[43],"statistical":[45],"model":[46],"data":[48,52,126,180],"owned":[49],"by":[50,196,204],"multiple":[51],"owners":[53,127,181],"without":[54,216],"revealing":[55,71],"their":[56],"data.":[58,186],"A":[59],"common":[60,108],"strategy":[61],"is":[62,82,107,133,166,189],"use":[64],"secure":[65],"multi-party":[66],"computation":[67],"(SMPC)":[68],"avoid":[70],"intermediate":[72],"results.":[73],"However,":[74],"DP":[75,144],"assumes":[76,172],"very":[78,190],"strong":[79,103,148],"who":[81],"able":[83],"know":[85],"all":[86],"in":[88,140,155],"dataset":[90],"except":[91],"targeted":[93],"secret,":[94],"while":[95],"most":[96],"SMPC":[97,198],"methods":[98],"assume":[99,110],"clearly":[101],"less":[102],"adversary,":[104],"e.g.,":[105],"it":[106],"that":[111,173],"bounded":[115],"computational":[116],"power":[117],"and":[118],"can":[119,176],"corrupt":[120],"only":[121,177],"minority":[123],"(honest":[128],"majority).":[129],"As":[130],"chain":[132],"not":[134],"stronger":[135],"than":[136],"its":[137],"weakest":[138],"part,":[139],"such":[141],"combinations":[142],"provides":[145],"overly":[147],"protection":[149],"at":[150],"unnecessarily":[152],"high":[153],"cost":[154],"terms":[156],"utility.":[158],"We":[159,200],"propose":[160],"honest":[161],"fraction":[162],"privacy,":[164],"which":[165],"similar":[167,191],"but":[171],"collude":[178],"with":[179],"covering":[182],"part":[183],"This":[187],"assumption":[188],"assumptions":[194],"made":[195],"many":[197],"strategies.":[199],"illustrate":[201],"this":[202],"idea":[203],"considering":[205],"application":[207],"specific":[210],"task":[211],"unregularized":[213],"linear":[214],"regression":[215],"bias":[217],"on":[218],"sufficiently":[219],"large":[220],"datasets.":[221]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}