{"id":"https://openalex.org/W7155415283","doi":"https://doi.org/10.1007/978-3-032-23447-6_28","title":"pFedDDS: Personalized Federated Learning via Dual Defense Strategies","display_name":"pFedDDS: Personalized Federated Learning via Dual Defense Strategies","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7155415283","doi":"https://doi.org/10.1007/978-3-032-23447-6_28"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-23447-6_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-23447-6_28","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"},"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/A5134437688","display_name":"Xie Rui","orcid":"https://orcid.org/0009-0009-7240-2248"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rui Xie","raw_affiliation_strings":["Hunan University of Science and Technology, Xiangtan, 411201, Hunan, China"],"raw_orcid":"https://orcid.org/0009-0009-7240-2248","affiliations":[{"raw_affiliation_string":"Hunan University of Science and Technology, Xiangtan, 411201, Hunan, China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082682012","display_name":"Qiang Song","orcid":"https://orcid.org/0009-0005-2783-697X"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Song","raw_affiliation_strings":["Hunan University of Science and Technology, Xiangtan, 411201, Hunan, China"],"raw_orcid":"https://orcid.org/0009-0005-2783-697X","affiliations":[{"raw_affiliation_string":"Hunan University of Science and Technology, Xiangtan, 411201, Hunan, China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069401438","display_name":"Linshu Chen","orcid":"https://orcid.org/0000-0002-5647-039X"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linshu Chen","raw_affiliation_strings":["Hunan University of Science and Technology, Xiangtan, 411201, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0002-5647-039X","affiliations":[{"raw_affiliation_string":"Hunan University of Science and Technology, Xiangtan, 411201, Hunan, China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134366023","display_name":"Na Hu","orcid":"https://orcid.org/0000-0003-0931-9360"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Hu","raw_affiliation_strings":["Hunan University of Science and Technology, Xiangtan, 411201, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0003-0931-9360","affiliations":[{"raw_affiliation_string":"Hunan University of Science and Technology, Xiangtan, 411201, Hunan, China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079992140","display_name":"\u6587\u5409\u521a","orcid":null},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jigang Wen","raw_affiliation_strings":["Hunan University of Science and Technology, Xiangtan, 411201, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0002-7363-881X","affiliations":[{"raw_affiliation_string":"Hunan University of Science and Technology, Xiangtan, 411201, Hunan, China","institution_ids":["https://openalex.org/I121296143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5134437688"],"corresponding_institution_ids":["https://openalex.org/I121296143"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.39137239,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"579","last_page":"598"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.5713000297546387,"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":0.5713000297546387,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.13050000369548798,"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":0.10890000313520432,"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/dual","display_name":"Dual (grammatical number)","score":0.47350001335144043},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3479999899864197},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.31310001015663147},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.28200000524520874},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.26510000228881836}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6608999967575073},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.47350001335144043},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3479999899864197},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.31310001015663147},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2858999967575073},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.28200000524520874},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2736999988555908},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.26510000228881836},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.2621999979019165},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.24449999630451202}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-23447-6_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-23447-6_28","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2112796928","https://openalex.org/W3021026170","https://openalex.org/W3040492708","https://openalex.org/W3138597937","https://openalex.org/W3212079419","https://openalex.org/W4200245155","https://openalex.org/W4284896512","https://openalex.org/W4285601829","https://openalex.org/W4295122555","https://openalex.org/W4311166015","https://openalex.org/W4313643873","https://openalex.org/W4317795078","https://openalex.org/W4320481068","https://openalex.org/W4321766338","https://openalex.org/W4385813869","https://openalex.org/W4387911072","https://openalex.org/W4388191526","https://openalex.org/W4389180918","https://openalex.org/W4389403359","https://openalex.org/W4391069687","https://openalex.org/W4398186461","https://openalex.org/W4401980693","https://openalex.org/W4403137449","https://openalex.org/W4404489694","https://openalex.org/W4406852887","https://openalex.org/W4407173376","https://openalex.org/W4407773348"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-04-24T00:00:00"}
