{"id":"https://openalex.org/W4409155071","doi":"https://doi.org/10.1109/tnsm.2025.3557850","title":"Fed-RDP: A Robust Federated Learning Framework for Multi-Party Decision-Making","display_name":"Fed-RDP: A Robust Federated Learning Framework for Multi-Party Decision-Making","publication_year":2025,"publication_date":"2025-04-04","ids":{"openalex":"https://openalex.org/W4409155071","doi":"https://doi.org/10.1109/tnsm.2025.3557850"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2025.3557850","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2025.3557850","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","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/A5101800065","display_name":"Jian An","orcid":"https://orcid.org/0000-0001-7717-8382"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jian An","raw_affiliation_strings":["School of Computer Science and Technology, and the Shaanxi Province Key Laboratory of Computer Network, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, and the Shaanxi Province Key Laboratory of Computer Network, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Siyu Tang","orcid":"https://orcid.org/0009-0000-2212-9276"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyu Tang","raw_affiliation_strings":["School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ruyuan Ping","orcid":"https://orcid.org/0009-0009-7338-6251"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruyuan Ping","raw_affiliation_strings":["School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100428066","display_name":"Ran Li","orcid":"https://orcid.org/0000-0002-0487-1570"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ran Li","raw_affiliation_strings":["School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110742080","display_name":"Xin He","orcid":null},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin He","raw_affiliation_strings":["School of Software, Henan University, Kaifeng, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Henan University, Kaifeng, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021420142","display_name":"Xiaolong Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I2801618472","display_name":"PLA Rocket Force University of Engineering","ror":"https://ror.org/00gg5zj35","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801618472"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Jin","raw_affiliation_strings":["School of Combat Supporting, Rocket Force University of Engineering, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Combat Supporting, Rocket Force University of Engineering, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I2801618472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101800065"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":3.0965,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.89603565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"22","issue":"5","first_page":"4009","last_page":"4020"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.7703999876976013,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.7703999876976013,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14420","display_name":"Advanced Research in Systems and Signal Processing","score":0.7067000269889832,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.6482999920845032,"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":0.7963151931762695},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.43751978874206543},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3530351519584656},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34970512986183167},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.34879761934280396}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7963151931762695},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.43751978874206543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3530351519584656},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34970512986183167},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.34879761934280396},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnsm.2025.3557850","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2025.3557850","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G2382407935","display_name":null,"funder_award_id":"2023-YBGY-403","funder_id":"https://openalex.org/F4320327780","funder_display_name":"Key Research and Development Program of Jiangxi Province"},{"id":"https://openalex.org/G7687820343","display_name":null,"funder_award_id":"2022YFB3305503","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320327780","display_name":"Key Research and Development Program of Jiangxi Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1992322534","https://openalex.org/W2273761744","https://openalex.org/W3001989995","https://openalex.org/W3006403513","https://openalex.org/W3008477738","https://openalex.org/W3012501605","https://openalex.org/W3027879481","https://openalex.org/W3081642083","https://openalex.org/W3093767951","https://openalex.org/W3109695251","https://openalex.org/W3128754370","https://openalex.org/W3163048467","https://openalex.org/W3176033544","https://openalex.org/W3183517613","https://openalex.org/W3191743800","https://openalex.org/W3198837878","https://openalex.org/W3201054243","https://openalex.org/W3204086931","https://openalex.org/W3214025295","https://openalex.org/W4226455016","https://openalex.org/W4364389029","https://openalex.org/W4384027004","https://openalex.org/W4403722016"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"the":[1,6,59,66,128,131,146,156,166,177,180],"field":[2],"of":[3,11,61,68,130,179],"intelligent":[4],"manufacturing,":[5],"vast":[7],"and":[8,30,45,64,100,113,154,195],"heterogeneous":[9],"nature":[10],"data":[12,23,80,111],"across":[13],"different":[14],"departments":[15],"poses":[16],"significant":[17],"challenges":[18],"for":[19,109],"collaborative":[20],"decision-making.":[21],"Direct":[22],"sharing":[24],"often":[25],"leads":[26],"to":[27,57,123,137,152,165],"severe":[28],"privacy":[29,46,174,197],"security":[31],"concerns.":[32],"Although":[33],"federated":[34,91],"learning":[35,92],"offers":[36],"a":[37,89],"promising":[38],"solution,":[39],"issues":[40],"such":[41],"as":[42,150],"participant":[43,97,171],"selection":[44],"protection":[47],"remain":[48],"inadequately":[49],"addressed.":[50],"During":[51],"model":[52,77,105],"training,":[53],"it":[54],"is":[55,163],"crucial":[56],"minimize":[58],"influence":[60],"low-quality":[62,190],"participants":[63,141],"prevent":[65],"inference":[67],"sensitive":[69],"information":[70],"through":[71,116,198],"gradient":[72],"analysis,":[73],"which":[74],"could":[75],"threaten":[76],"performance":[78],"or":[79],"privacy.":[81,103],"To":[82],"address":[83],"these":[84],"challenges,":[85],"this":[86,186],"paper":[87],"proposes":[88],"robust":[90],"model,":[93],"Fed-RDP,":[94],"based":[95,126,169],"on":[96,127,170],"contribution":[98],"evaluation":[99,193],"personalized":[101,160,199],"differential":[102,161,200],"The":[104],"leverages":[106],"blockchain":[107],"technology":[108],"secure":[110],"flow":[112],"storage,":[114],"implemented":[115],"smart":[117],"contracts.":[118],"Historical":[119],"parameters":[120],"are":[121,148],"submitted":[122],"evaluate":[124],"contributions":[125],"concept":[129],"least":[132],"core,":[133],"with":[134],"real-time":[135],"updates":[136],"reputation":[138],"scores.":[139],"When":[140],"upload":[142],"their":[143],"local":[144],"models,":[145],"scores":[147],"used":[149],"weights":[151],"aggregate":[153],"update":[155],"global":[157],"model.":[158],"Additionally,":[159],"noise":[162],"added":[164],"uploaded":[167],"gradients":[168],"scores,":[172],"preserving":[173],"while":[175],"maximizing":[176],"utility":[178],"data.":[181],"Experimental":[182],"results":[183],"demonstrate":[184],"that":[185],"approach":[187],"effectively":[188],"identifies":[189],"participants,":[191],"optimizes":[192],"time,":[194],"protects":[196],"noise.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
