{"id":"https://openalex.org/W4391550261","doi":"https://doi.org/10.1145/3637494.3638729","title":"Byzantine-Robust Federated Learning Based on Multi-center Secure Clustering","display_name":"Byzantine-Robust Federated Learning Based on Multi-center Secure Clustering","publication_year":2023,"publication_date":"2023-11-17","ids":{"openalex":"https://openalex.org/W4391550261","doi":"https://doi.org/10.1145/3637494.3638729"},"language":"en","primary_location":{"id":"doi:10.1145/3637494.3638729","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3637494.3638729","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 International Conference on Electronics, Computers and Communication Technology","raw_type":"proceedings-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/A5075383668","display_name":"Xiaosong Liu","orcid":"https://orcid.org/0009-0003-5706-8655"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaosong Liu","raw_affiliation_strings":["Cyber Science and Engineering, nanjing university of science and technology, China"],"affiliations":[{"raw_affiliation_string":"Cyber Science and Engineering, nanjing university of science and technology, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028945912","display_name":"Chungen Xu","orcid":"https://orcid.org/0000-0001-9380-5913"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chungen Xu","raw_affiliation_strings":["Mathematics and Statistics, nanjing university of science and technology, China"],"affiliations":[{"raw_affiliation_string":"Mathematics and Statistics, nanjing university of science and technology, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058296369","display_name":"Pan Zhang","orcid":"https://orcid.org/0000-0002-0812-1451"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pan Zhang","raw_affiliation_strings":["Cyber Science and Engineering, nanjing university of science and technology, China"],"affiliations":[{"raw_affiliation_string":"Cyber Science and Engineering, nanjing university of science and technology, China","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5075383668"],"corresponding_institution_ids":["https://openalex.org/I36399199"],"apc_list":null,"apc_paid":null,"fwci":0.1748,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60009925,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"203","last_page":"207"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9916999936103821,"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":0.9718999862670898,"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":0.738639771938324},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7016265988349915},{"id":"https://openalex.org/keywords/byzantine-architecture","display_name":"Byzantine architecture","score":0.5886974930763245},{"id":"https://openalex.org/keywords/center","display_name":"Center (category theory)","score":0.44859209656715393},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35921424627304077},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06972396373748779}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.738639771938324},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7016265988349915},{"id":"https://openalex.org/C104562893","wikidata":"https://www.wikidata.org/wiki/Q47591","display_name":"Byzantine architecture","level":2,"score":0.5886974930763245},{"id":"https://openalex.org/C2779463800","wikidata":"https://www.wikidata.org/wiki/Q5062222","display_name":"Center (category theory)","level":2,"score":0.44859209656715393},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35921424627304077},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06972396373748779},{"id":"https://openalex.org/C8010536","wikidata":"https://www.wikidata.org/wiki/Q160398","display_name":"Crystallography","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3637494.3638729","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3637494.3638729","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 International Conference on Electronics, Computers and Communication Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1834627138","https://openalex.org/W2788816110","https://openalex.org/W2952782294","https://openalex.org/W3091635927","https://openalex.org/W3103802018","https://openalex.org/W3104631511","https://openalex.org/W3123459983","https://openalex.org/W4200580682","https://openalex.org/W4252654521","https://openalex.org/W4281753687","https://openalex.org/W4286421857","https://openalex.org/W4286825659","https://openalex.org/W4366721991","https://openalex.org/W6600238479","https://openalex.org/W6605001883","https://openalex.org/W6630944157","https://openalex.org/W6771536673"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W635625959","https://openalex.org/W1548189724","https://openalex.org/W2034320198","https://openalex.org/W2149625404","https://openalex.org/W4252331942","https://openalex.org/W4386477301","https://openalex.org/W4220997590","https://openalex.org/W2763042189","https://openalex.org/W2002589180"],"abstract_inverted_index":{"In":[0],"the":[1],"backdrop":[2],"of":[3],"growing":[4],"social":[5],"apprehensions":[6],"regarding":[7],"data":[8,31],"privacy":[9,71],"and":[10,33,72],"security,":[11],"Federated":[12],"Learning":[13],"(FL)":[14],"stands":[15],"out":[16],"as":[17,40],"a":[18,65],"cornerstone":[19],"in":[20,60,68],"modern":[21],"machine":[22],"learning.":[23],"However,":[24],"FL":[25],"grapples":[26],"with":[27,54],"challenges":[28],"stemming":[29],"from":[30],"heterogeneity":[32],"potential":[34],"security":[35,73],"breaches.":[36],"While":[37],"techniques":[38],"such":[39],"FedSEM":[41],"enhance":[42],"multi-center":[43],"aggregation":[44],"by":[45],"employing":[46],"Expectation":[47],"Maximization":[48],"(EM)":[49],"methods":[50],"to":[51,57],"match":[52],"clients":[53],"centers,":[55],"leading":[56],"improved":[58],"performance":[59],"non-IID":[61],"environments,":[62],"there":[63],"remains":[64],"critical":[66],"gap":[67],"ensuring":[69],"optimal":[70],"measures.":[74]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
