{"id":"https://openalex.org/W7166591639","doi":"https://doi.org/10.1007/s13042-026-03197-z","title":"Dp-pflswar: a personalized federated learning framework integrating differential privacy and stochastic weight averaging","display_name":"Dp-pflswar: a personalized federated learning framework integrating differential privacy and stochastic weight averaging","publication_year":2026,"publication_date":"2026-06-30","ids":{"openalex":"https://openalex.org/W7166591639","doi":"https://doi.org/10.1007/s13042-026-03197-z"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-026-03197-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-026-03197-z","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","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/A5135281761","display_name":"Yifan Mao","orcid":null},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Mao","raw_affiliation_strings":["College of Computer, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I132586189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052988926","display_name":"Fangfang Shan","orcid":"https://orcid.org/0000-0001-5586-6715"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fangfang Shan","raw_affiliation_strings":["College of Computer, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","Henan Key Laboratory of Cyberspace Situation Awareness, Zhengzhou, 450001, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I132586189"]},{"raw_affiliation_string":"Henan Key Laboratory of Cyberspace Situation Awareness, Zhengzhou, 450001, Henan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113319378","display_name":"Shiqi Mao","orcid":null},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiqi Mao","raw_affiliation_strings":["College of Computer, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I132586189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135162603","display_name":"Lulu Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lulu Fan","raw_affiliation_strings":["College of Computer, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I132586189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139624271","display_name":"Zhuo Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuo Chen","raw_affiliation_strings":["College of Computer, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I132586189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100420950","display_name":"Yuhang Liu","orcid":"https://orcid.org/0000-0001-5687-184X"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhang Liu","raw_affiliation_strings":["College of Computer, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I132586189"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5052988926"],"corresponding_institution_ids":["https://openalex.org/I132586189"],"apc_list":{"value":3590,"currency":"USD","value_usd":3590},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.82673272,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":"7","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9850999712944031,"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":0.9850999712944031,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.0020000000949949026,"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":0.0019000000320374966,"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/federated-learning","display_name":"Federated learning","score":0.815500020980835},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.808899998664856},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.654699981212616},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.42559999227523804},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.34850001335144043}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8202999830245972},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.815500020980835},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.808899998664856},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.654699981212616},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.42559999227523804},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39660000801086426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36160001158714294},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.34850001335144043},{"id":"https://openalex.org/C2779582901","wikidata":"https://www.wikidata.org/wiki/Q21013010","display_name":"Distributed learning","level":2,"score":0.31299999356269836},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.2903999984264374},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.27869999408721924},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2727999985218048}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-026-03197-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-026-03197-z","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6539844257","display_name":null,"funder_award_id":"No. 62302540","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1873763122","https://openalex.org/W1985511977","https://openalex.org/W2007339694","https://openalex.org/W2053801139","https://openalex.org/W2123820077","https://openalex.org/W2162379889","https://openalex.org/W2473418344","https://openalex.org/W2897830718","https://openalex.org/W2963626623","https://openalex.org/W2963999993","https://openalex.org/W2964881778","https://openalex.org/W3011768388","https://openalex.org/W3089578458","https://openalex.org/W3133814152","https://openalex.org/W3217374154","https://openalex.org/W4206821284","https://openalex.org/W4253803149","https://openalex.org/W4287332481","https://openalex.org/W4300991139","https://openalex.org/W4312517097","https://openalex.org/W4313229590","https://openalex.org/W4382463479","https://openalex.org/W4402570590","https://openalex.org/W4402830486","https://openalex.org/W4405199688"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2026-06-30T00:00:00"}