{"id":"https://openalex.org/W7167665442","doi":"https://doi.org/10.1109/dsn69566.2026.00080","title":"Automated Data Error Cleaning Impact on Federated Learning Utility and Fairness","display_name":"Automated Data Error Cleaning Impact on Federated Learning Utility and Fairness","publication_year":2026,"publication_date":"2026-06-22","ids":{"openalex":"https://openalex.org/W7167665442","doi":"https://doi.org/10.1109/dsn69566.2026.00080"},"language":null,"primary_location":{"id":"doi:10.1109/dsn69566.2026.00080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsn69566.2026.00080","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 56th Annual IEEE International Conference on Dependable Systems and Networks (DSN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5027411404","display_name":"James Sudlow","orcid":null},"institutions":[{"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/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":false,"raw_author_name":"James Sudlow","raw_affiliation_strings":["INSA Lyon &#x2013; LIRIS,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSA Lyon &#x2013; LIRIS,France","institution_ids":["https://openalex.org/I4210155607","https://openalex.org/I48430043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092254595","display_name":"Baudouin Naline","orcid":"https://orcid.org/0009-0002-5611-4405"},"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/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":"Baudouin Naline","raw_affiliation_strings":["CNRS &#x2013; LIRIS,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS &#x2013; LIRIS,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210155607"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080653563","display_name":"Sara Bouchenak","orcid":"https://orcid.org/0000-0003-0558-0123"},"institutions":[{"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/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":false,"raw_author_name":"Sara Bouchenak","raw_affiliation_strings":["INSA Lyon &#x2013; LIRIS,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSA Lyon &#x2013; LIRIS,France","institution_ids":["https://openalex.org/I4210155607","https://openalex.org/I48430043"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"825","last_page":"834"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.17299999296665192,"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":0.17299999296665192,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.07670000195503235,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.0746999979019165,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/federated-learning","display_name":"Federated learning","score":0.35989999771118164},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3336000144481659},{"id":"https://openalex.org/keywords/data-access","display_name":"Data access","score":0.301800012588501},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.29510000348091125},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.28189998865127563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6886000037193298},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3619000017642975},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.35989999771118164},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3336000144481659},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.31139999628067017},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.301800012588501},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.29510000348091125},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.28189998865127563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2770000100135803},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.26249998807907104},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2563999891281128},{"id":"https://openalex.org/C103088060","wikidata":"https://www.wikidata.org/wiki/Q1062839","display_name":"Error detection and correction","level":2,"score":0.2549000084400177}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dsn69566.2026.00080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsn69566.2026.00080","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 56th Annual IEEE International Conference on Dependable Systems and Networks (DSN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.43812134861946106}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1999382645","https://openalex.org/W2043765769","https://openalex.org/W2095473347","https://openalex.org/W2103886065","https://openalex.org/W2786099311","https://openalex.org/W2905588001","https://openalex.org/W2943622802","https://openalex.org/W2978012698","https://openalex.org/W3023211159","https://openalex.org/W3085364681","https://openalex.org/W3085738396","https://openalex.org/W3113682753","https://openalex.org/W3134574182","https://openalex.org/W3138531978","https://openalex.org/W3198906045","https://openalex.org/W3200179186","https://openalex.org/W4254993971","https://openalex.org/W4292635832","https://openalex.org/W4292696023","https://openalex.org/W4312403682","https://openalex.org/W4312869277","https://openalex.org/W4384284126","https://openalex.org/W4390824398","https://openalex.org/W4392741075","https://openalex.org/W4402754234","https://openalex.org/W4406983014","https://openalex.org/W4408233117","https://openalex.org/W4410211270","https://openalex.org/W4415455477"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-07-09T00:00:00"}
