{"id":"https://openalex.org/W4414372131","doi":"https://doi.org/10.1007/s10115-025-02590-4","title":"Toward a socially fair data equilibration approach for responsible federated learning","display_name":"Toward a socially fair data equilibration approach for responsible federated learning","publication_year":2025,"publication_date":"2025-09-20","ids":{"openalex":"https://openalex.org/W4414372131","doi":"https://doi.org/10.1007/s10115-025-02590-4"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-025-02590-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-025-02590-4","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},"type":"article","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/A5113900922","display_name":"Jaya Pathak","orcid":null},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Jaya Pathak","raw_affiliation_strings":["Department of CSIS, BITS Pilani, Pilani, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSIS, BITS Pilani, Pilani, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044760764","display_name":"Jagat Sesh Challa","orcid":"https://orcid.org/0000-0002-9794-0087"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jagat Sesh Challa","raw_affiliation_strings":["Department of CSIS, BITS Pilani, Pilani, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSIS, BITS Pilani, Pilani, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091776129","display_name":"Amitesh Singh Rajput","orcid":"https://orcid.org/0000-0003-3318-9658"},"institutions":[{"id":"https://openalex.org/I4210116216","display_name":"National Law Institute University","ror":"https://ror.org/02q3t9m57","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210116216"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amitesh Singh Rajput","raw_affiliation_strings":["Rajiv Gandhi National Cyber Law Centre, NLIU, Bhopal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rajiv Gandhi National Cyber Law Centre, NLIU, Bhopal, India","institution_ids":["https://openalex.org/I4210116216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5113900922"],"corresponding_institution_ids":["https://openalex.org/I74796645"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12648594,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"67","issue":"12","first_page":"12179","last_page":"12210"},"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":0.9865000247955322,"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":0.9797000288963318,"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/federated-learning","display_name":"Federated learning","score":0.366100013256073},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.2924000024795532},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.2833000123500824}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5903000235557556},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.38429999351501465},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.366100013256073},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33809998631477356},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.30489999055862427},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.30399999022483826},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.2924000024795532},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.28360000252723694},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2833000123500824},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2623000144958496},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2563999891281128}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10115-025-02590-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-025-02590-4","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1873763122","https://openalex.org/W1961345416","https://openalex.org/W2014352947","https://openalex.org/W2097246321","https://openalex.org/W2473418344","https://openalex.org/W2530417694","https://openalex.org/W2546836975","https://openalex.org/W2767079719","https://openalex.org/W2809878087","https://openalex.org/W2946193510","https://openalex.org/W2964031043","https://openalex.org/W3005040148","https://openalex.org/W3014590323","https://openalex.org/W3026923845","https://openalex.org/W3101206394","https://openalex.org/W3198906045","https://openalex.org/W3204342778","https://openalex.org/W4206573848","https://openalex.org/W4213307348","https://openalex.org/W4288068599","https://openalex.org/W4298221930","https://openalex.org/W4322774751","https://openalex.org/W4377717231","https://openalex.org/W4391070238","https://openalex.org/W4406729824"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}