{"id":"https://openalex.org/W4282974899","doi":"https://doi.org/10.1145/3498361.3538788","title":"Quantifying fairness of federated learning LPPM models","display_name":"Quantifying fairness of federated learning LPPM models","publication_year":2022,"publication_date":"2022-06-16","ids":{"openalex":"https://openalex.org/W4282974899","doi":"https://doi.org/10.1145/3498361.3538788"},"language":"en","primary_location":{"id":"doi:10.1145/3498361.3538788","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3498361.3538788","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th Annual International Conference on Mobile Systems, Applications and Services","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03703623","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114021492","display_name":"Amina Ben Salem","orcid":null},"institutions":[{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Amina Ben Salem","raw_affiliation_strings":["INSA Lyon, Lyon, France","INSA Lyon - Institut National des Sciences Appliqu\u00e9es de Lyon (20 Avenue Albert Einstein, \r\n69621 Villeurbanne cedex - France)"],"affiliations":[{"raw_affiliation_string":"INSA Lyon, Lyon, France","institution_ids":["https://openalex.org/I48430043"]},{"raw_affiliation_string":"INSA Lyon - Institut National des Sciences Appliqu\u00e9es de Lyon (20 Avenue Albert Einstein, \r\n69621 Villeurbanne cedex - France)","institution_ids":["https://openalex.org/I48430043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007063021","display_name":"Besma Khalfoun","orcid":null},"institutions":[{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I4210155607","display_name":"Laboratoire d'Informatique en Images et Syst\u00e8mes d'Information","ror":"https://ror.org/04dv4he91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210155607","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Besma Khalfoun","raw_affiliation_strings":["INSA Lyon, Lyon, France","INSA Lyon - Institut National des Sciences Appliqu\u00e9es de Lyon (20 Avenue Albert Einstein, \r\n69621 Villeurbanne cedex - France)","LIRIS - Laboratoire d'InfoRmatique en Image et Syst\u00e8mes d'information (B\u00e2timent Blaise Pascal - 20, avenue Albert Einstein - 69621 Villeurbanne cedex - France)","DRIM - Distribution, Recherche d'Information et Mobilit\u00e9 (France)"],"affiliations":[{"raw_affiliation_string":"INSA Lyon, Lyon, France","institution_ids":["https://openalex.org/I48430043"]},{"raw_affiliation_string":"INSA Lyon - Institut National des Sciences Appliqu\u00e9es de Lyon (20 Avenue Albert Einstein, \r\n69621 Villeurbanne cedex - France)","institution_ids":["https://openalex.org/I48430043"]},{"raw_affiliation_string":"LIRIS - Laboratoire d'InfoRmatique en Image et Syst\u00e8mes d'information (B\u00e2timent Blaise Pascal - 20, avenue Albert Einstein - 69621 Villeurbanne cedex - France)","institution_ids":["https://openalex.org/I4210155607"]},{"raw_affiliation_string":"DRIM - Distribution, Recherche d'Information et Mobilit\u00e9 (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018656827","display_name":"Sonia Ben Mokhtar","orcid":"https://orcid.org/0000-0003-2821-7714"},"institutions":[{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I4210155607","display_name":"Laboratoire d'Informatique en Images et Syst\u00e8mes d'Information","ror":"https://ror.org/04dv4he91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210155607","https://openalex.org/I48430043"]},{"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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sonia Ben Mokhtar","raw_affiliation_strings":["INSA Lyon, Lyon, France","LIRIS - Laboratoire d'InfoRmatique en Image et Syst\u00e8mes d'information (B\u00e2timent Blaise Pascal - 20, avenue Albert Einstein - 69621 Villeurbanne cedex - France)","CNRS - Centre National de la Recherche Scientifique (France)","DRIM - Distribution, Recherche d'Information et Mobilit\u00e9 (France)"],"affiliations":[{"raw_affiliation_string":"INSA Lyon, Lyon, France","institution_ids":["https://openalex.org/I48430043"]},{"raw_affiliation_string":"LIRIS - Laboratoire d'InfoRmatique en Image et Syst\u00e8mes d'information (B\u00e2timent Blaise Pascal - 20, avenue Albert Einstein - 69621 Villeurbanne cedex - France)","institution_ids":["https://openalex.org/I4210155607"]},{"raw_affiliation_string":"CNRS - Centre National de la Recherche Scientifique (France)","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"DRIM - Distribution, Recherche d'Information et Mobilit\u00e9 (France)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061449471","display_name":"Afra Mashhadi","orcid":"https://orcid.org/0000-0003-4631-4438"},"institutions":[{"id":"https://openalex.org/I4210138624","display_name":"University of Washington Bothell","ror":"https://ror.org/02ygzhr13","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701","https://openalex.org/I4210138624"]},{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Afra Mashhadi","raw_affiliation_strings":["University of Washington","University of Washington-Bothell (18115 Campus Way NE, Bothell, WA 98011-8246 - United States)"],"affiliations":[{"raw_affiliation_string":"University of Washington","institution_ids":["https://openalex.org/I201448701"]},{"raw_affiliation_string":"University of Washington-Bothell (18115 Campus Way NE, Bothell, WA 98011-8246 - United States)","institution_ids":["https://openalex.org/I4210138624"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5114021492"],"corresponding_institution_ids":["https://openalex.org/I48430043"],"apc_list":null,"apc_paid":null,"fwci":0.58739646,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.65981938,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"569","last_page":"570"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9925000071525574,"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"}},{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9782999753952026,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7755264043807983},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7253084182739258},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5821570158004761},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5440208315849304},{"id":"https://openalex.org/keywords/audit","display_name":"Audit","score":0.52346271276474},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4887971580028534},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.45424801111221313},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3678850531578064},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.32751327753067017},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3203904926776886},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31913113594055176},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.07671794295310974}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7755264043807983},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7253084182739258},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5821570158004761},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5440208315849304},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.52346271276474},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4887971580028534},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.45424801111221313},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3678850531578064},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.32751327753067017},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3203904926776886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31913113594055176},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.07671794295310974},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3498361.3538788","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3498361.3538788","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th Annual International Conference on Mobile Systems, Applications and Services","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03703623v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03703623","pdf_url":null,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MobiSys '22: The 20th Annual International Conference on Mobile Systems, Applications and Services, Jun 2022, Portland, France. pp.569-570, ⟨10.1145/3498361.3538788⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03703623v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03703623","pdf_url":null,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MobiSys '22: The 20th Annual International Conference on Mobile Systems, Applications and Services, Jun 2022, Portland, France. pp.569-570, ⟨10.1145/3498361.3538788⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2007322170","https://openalex.org/W2297059404","https://openalex.org/W2695874637","https://openalex.org/W3112230586","https://openalex.org/W3176895663"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2170801710","https://openalex.org/W2384861574","https://openalex.org/W2952704802","https://openalex.org/W4294565801","https://openalex.org/W2142306706"],"abstract_inverted_index":{"International":[0],"audience":[1]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}