{"id":"https://openalex.org/W4410772374","doi":"https://doi.org/10.1145/3727353.3727504","title":"A Federated Learning Scheme for Enhanced Privacy Protection and Resistance to Byzantine Attacks","display_name":"A Federated Learning Scheme for Enhanced Privacy Protection and Resistance to Byzantine Attacks","publication_year":2025,"publication_date":"2025-01-10","ids":{"openalex":"https://openalex.org/W4410772374","doi":"https://doi.org/10.1145/3727353.3727504"},"language":"en","primary_location":{"id":"doi:10.1145/3727353.3727504","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3727353.3727504","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3727353.3727504","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 4th International Conference on Big Data, Information and Computer Network","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3727353.3727504","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101231391","display_name":"Zijun Guo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zijun Guo","raw_affiliation_strings":["College of Cryptography Engineering Engineering University of PAP, Xi'an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0009-0002-1418-9556","affiliations":[{"raw_affiliation_string":"College of Cryptography Engineering Engineering University of PAP, Xi'an, Shaanxi, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049492921","display_name":"Keqian Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Keqian Liu","raw_affiliation_strings":["College of Cryptography Engineering Engineering University of PAP, Xi'an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0009-0004-5007-446X","affiliations":[{"raw_affiliation_string":"College of Cryptography Engineering Engineering University of PAP, Xi'an, Shaanxi, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110564863","display_name":"Guangye Zhu","orcid":"https://orcid.org/0009-0005-4179-6150"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guangye Zhu","raw_affiliation_strings":["College of Cryptography Engineering Engineering University of PAP, Xi'an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0009-0005-4179-6150","affiliations":[{"raw_affiliation_string":"College of Cryptography Engineering Engineering University of PAP, Xi'an, Shaanxi, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088214867","display_name":"Xinyue Zhang","orcid":"https://orcid.org/0009-0006-2954-4804"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinyue Zhang","raw_affiliation_strings":["College of Cryptography Engineering Engineering University of PAP, Xi'an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0009-0006-2954-4804","affiliations":[{"raw_affiliation_string":"College of Cryptography Engineering Engineering University of PAP, Xi'an, Shaanxi, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07236536,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"637","last_page":"642"},"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":0.9994999766349792,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9961000084877014,"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/scheme","display_name":"Scheme (mathematics)","score":0.7154629826545715},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6959673762321472},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6051274538040161},{"id":"https://openalex.org/keywords/resistance","display_name":"Resistance (ecology)","score":0.5125760436058044},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4858388602733612},{"id":"https://openalex.org/keywords/byzantine-architecture","display_name":"Byzantine architecture","score":0.4556049406528473},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.44252240657806396},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3504585027694702}],"concepts":[{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.7154629826545715},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6959673762321472},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6051274538040161},{"id":"https://openalex.org/C57473165","wikidata":"https://www.wikidata.org/wiki/Q7315604","display_name":"Resistance (ecology)","level":2,"score":0.5125760436058044},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4858388602733612},{"id":"https://openalex.org/C104562893","wikidata":"https://www.wikidata.org/wiki/Q47591","display_name":"Byzantine architecture","level":2,"score":0.4556049406528473},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.44252240657806396},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3504585027694702},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C195244886","wikidata":"https://www.wikidata.org/wiki/Q41493","display_name":"Ancient history","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3727353.3727504","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3727353.3727504","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3727353.3727504","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 4th International Conference on Big Data, Information and Computer Network","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3727353.3727504","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3727353.3727504","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3727353.3727504","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 4th International Conference on Big Data, Information and Computer Network","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1824166257","display_name":null,"funder_award_id":"[62172436]","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G247340839","display_name":null,"funder_award_id":"62102452","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4201317116","display_name":null,"funder_award_id":"2023-JCYB-584","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324173","display_name":"Natural Science Foundation of Shaanxi Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410772374.pdf","grobid_xml":"https://content.openalex.org/works/W4410772374.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W1981276685","https://openalex.org/W2767079719","https://openalex.org/W3138597937","https://openalex.org/W4308463458","https://openalex.org/W6601645714","https://openalex.org/W6609906364","https://openalex.org/W6822942243"],"related_works":["https://openalex.org/W635625959","https://openalex.org/W1548189724","https://openalex.org/W4242769984","https://openalex.org/W2953707841","https://openalex.org/W1496791764","https://openalex.org/W4318485713","https://openalex.org/W3128194758","https://openalex.org/W2740319091","https://openalex.org/W4225340788","https://openalex.org/W33899462"],"abstract_inverted_index":{"As":[0],"distributed":[1],"data":[2,24,35,75,106],"sources":[3],"grow,":[4],"and":[5,38,53,76,92,105,118,168],"privacy":[6,25,36,52,70,94,119,169],"protection":[7,86],"becomes":[8],"more":[9],"important,":[10],"federated":[11,29,44],"learning":[12,30,45],"(FL)":[13],"is":[14,62,148],"becoming":[15],"an":[16],"important":[17],"way":[18],"to":[19,72,115,121,135],"model":[20],"by":[21],"collaboration":[22],"under":[23],"constraints.":[26],"However,":[27],"existing":[28],"schemes":[31],"still":[32],"suffer":[33],"from":[34],"preservation":[37,71],"security":[39],"problems.":[40],"We":[41],"propose":[42,83],"a":[43,84,111,130],"scheme":[46,61,154,161],"that":[47,151],"also":[48,149],"helps":[49],"better":[50,156],"preserve":[51],"defend":[54,77],"against":[55,78,102],"Byzantine":[56,79,141],"attacks.":[57,80],"This":[58],"type":[59],"of":[60,88,97,140,164],"based":[63],"on":[64,143],"discrete":[65,90],"stochastic":[66],"noise,":[67,95],"using":[68],"multi-layer":[69],"protect":[73],"private":[74],"First,":[81],"we":[82,109,128],"dual-layer":[85],"mechanism":[87],"adding":[89],"noise":[91],"differential":[93],"both":[96],"which":[98],"aim":[99],"at":[100],"protecting":[101],"inference":[103,166],"attacks":[104],"privacy.":[107],"Second,":[108],"introduce":[110],"dual":[112],"server":[113,124],"architecture":[114],"separate":[116],"aggregation":[117,132],"processing":[120],"mitigate":[122,136],"the":[123,137,144,158],"collusion":[125],"risk.":[126],"Lastly,":[127],"use":[129],"secure":[131],"defense":[133],"strategy":[134],"negative":[138],"effect":[139],"nodes":[142],"global":[145],"model.":[146],"It":[147],"shown":[150],"our":[152],"improved":[153],"performs":[155],"than":[157],"original":[159],"LSFL":[160],"in":[162],"terms":[163],"its":[165],"resistance":[167],"protection.":[170]},"counts_by_year":[],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}