{"id":"https://openalex.org/W4391768650","doi":"https://doi.org/10.1109/itsc57777.2023.10421952","title":"Reliable Federated Learning with Mobility-Aware Reputation Mechanism for Internet of Vehicles","display_name":"Reliable Federated Learning with Mobility-Aware Reputation Mechanism for Internet of Vehicles","publication_year":2023,"publication_date":"2023-09-24","ids":{"openalex":"https://openalex.org/W4391768650","doi":"https://doi.org/10.1109/itsc57777.2023.10421952"},"language":"en","primary_location":{"id":"doi:10.1109/itsc57777.2023.10421952","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/itsc57777.2023.10421952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)","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/A5059331446","display_name":"Xing Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xing Chang","raw_affiliation_strings":["College of Electronic and Information Engineering, Tongji University,Shanghai,China,201804"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Tongji University,Shanghai,China,201804","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043930269","display_name":"Xiaoping Xue","orcid":"https://orcid.org/0000-0002-6365-0532"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoping Xue","raw_affiliation_strings":["College of Electronic and Information Engineering, Tongji University,Shanghai,China,201804"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Tongji University,Shanghai,China,201804","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101304104","display_name":"Baojing Yao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Baojing Yao","raw_affiliation_strings":["Shanghai Software Industry Association,Shanghai,China,200436"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Software Industry Association,Shanghai,China,200436","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007223821","display_name":"Aojie Li","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aojie Li","raw_affiliation_strings":["College of Electronic and Information Engineering, Tongji University,Shanghai,China,201804"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Tongji University,Shanghai,China,201804","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086045467","display_name":"Jingxiao Ma","orcid":"https://orcid.org/0000-0002-7326-1629"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingxiao Ma","raw_affiliation_strings":["College of Electronic and Information Engineering, Tongji University,Shanghai,China,201804"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Tongji University,Shanghai,China,201804","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032831618","display_name":"Yantao Yu","orcid":"https://orcid.org/0000-0002-2666-269X"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yantao Yu","raw_affiliation_strings":["College of Electronic and Information Engineering, Tongji University,Shanghai,China,201804"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Tongji University,Shanghai,China,201804","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5059331446"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":0.4959,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72993922,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"362","last_page":"367"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9973999857902527,"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":0.9973999857902527,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9591000080108643,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9491000175476074,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/mechanism","display_name":"Mechanism (biology)","score":0.71490877866745},{"id":"https://openalex.org/keywords/reputation","display_name":"Reputation","score":0.6560327410697937},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6214774250984192},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5721607208251953},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.41013529896736145},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.39113539457321167},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.33798131346702576},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3057289123535156}],"concepts":[{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.71490877866745},{"id":"https://openalex.org/C48798503","wikidata":"https://www.wikidata.org/wiki/Q877546","display_name":"Reputation","level":2,"score":0.6560327410697937},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6214774250984192},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5721607208251953},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.41013529896736145},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.39113539457321167},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.33798131346702576},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3057289123535156},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itsc57777.2023.10421952","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/itsc57777.2023.10421952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1133797517","display_name":null,"funder_award_id":"61871290","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":23,"referenced_works":["https://openalex.org/W2972882814","https://openalex.org/W2978348882","https://openalex.org/W3006403513","https://openalex.org/W3016632787","https://openalex.org/W3089847366","https://openalex.org/W3133434317","https://openalex.org/W3161225848","https://openalex.org/W3161272383","https://openalex.org/W3161757518","https://openalex.org/W3185309611","https://openalex.org/W3188011552","https://openalex.org/W4200170057","https://openalex.org/W4205997634","https://openalex.org/W4212984905","https://openalex.org/W4225556525","https://openalex.org/W4285103083","https://openalex.org/W4285121820","https://openalex.org/W4285818318","https://openalex.org/W4308068552","https://openalex.org/W4312814526","https://openalex.org/W4312868796","https://openalex.org/W4312967509","https://openalex.org/W4321021745"],"related_works":["https://openalex.org/W2102271161","https://openalex.org/W4313425421","https://openalex.org/W2361883455","https://openalex.org/W2952832228","https://openalex.org/W2909324362","https://openalex.org/W2372868951","https://openalex.org/W4388714791","https://openalex.org/W570712888","https://openalex.org/W1555990437","https://openalex.org/W2528544976"],"abstract_inverted_index":{"With":[0],"the":[1,17,69,92,101,112,120,125,140,144,153,188,203],"widespread":[2],"deployment":[3],"of":[4,11,19,75,94,103,116,124,143,205],"multi-sensors":[5],"on":[6,182,196],"vehicles,":[7],"a":[8,67,108,165,178],"significant":[9],"amount":[10],"data":[12,55,63],"is":[13,105,136],"generated":[14],"that":[15,89,155],"exhibits":[16],"characteristics":[18],"massive":[20],"volume,":[21],"wide":[22],"variety,":[23],"and":[24,57,83,114,130,170],"privacy":[25,58,64],"sensitivity.":[26],"The":[27],"private":[28],"information":[29],"protection":[30],"poses":[31],"immense":[32],"challenges":[33],"to":[34,48,110,138,161,168,186,201],"intelligent":[35,38],"applications":[36,52],"in":[37,65,96],"transportation":[39],"systems":[40],"(ITS).":[41],"Federated":[42],"learning":[43],"(FL)":[44],"has":[45],"been":[46],"introduced":[47,106],"support":[49],"advanced":[50],"ITS":[51],"with":[53,177],"minimum":[54],"exchanges":[56],"disclosure.":[59],"However,":[60],"besides":[61],"achieving":[62],"such":[66],"system,":[68],"malicious":[70],"behavior":[71],"or":[72],"unintentional":[73],"misbehavior":[74],"participating":[76],"vehicles":[77,157,176],"caused":[78],"by":[79],"high":[80],"vehicle":[81,127,145],"mobility":[82,128],"limited":[84],"resources":[85],"are":[86,158,194],"critical":[87],"considerations":[88],"may":[90],"hinder":[91],"adoption":[93],"FL":[95],"ITS.":[97],"In":[98],"this":[99],"paper,":[100],"concept":[102],"reputation":[104,121,141,184],"as":[107],"metric":[109,129,135],"evaluate":[111],"reliability":[113],"trustworthiness":[115],"vehicles'":[117],"behavior.":[118],"Additionally,":[119],"evaluation":[122],"mechanism":[123],"joint":[126],"local":[131],"model":[132,148,189],"update":[133],"performance":[134],"designed":[137],"calculate":[139],"score":[142],"at":[146],"each":[147],"aggregation":[149],"round.":[150],"Furthermore,":[151],"considering":[152],"case":[154],"well-behaved":[156],"misjudged":[159,175],"due":[160],"mobility,":[162],"we":[163],"propose":[164],"spot-check":[166],"strategy":[167],"verify":[169],"employ":[171],"low-reputation":[172],"but":[173],"reliable":[174],"certain":[179],"probability":[180],"based":[181],"their":[183],"value":[185],"improve":[187],"training":[190],"efficiency.":[191],"Extensive":[192],"experiments":[193],"conducted":[195],"real":[197],"traffic":[198],"signal":[199],"datasets":[200],"demonstrate":[202],"effectiveness":[204],"our":[206],"proposed":[207],"scheme.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-27T09:02:27.158192","created_date":"2025-10-10T00:00:00"}
