{"id":"https://openalex.org/W4387415020","doi":"https://doi.org/10.1109/mnet.2023.3321911","title":"SemanticICV: Endogenous Secure Full-Scenario Learning for Intelligent Connected Vehicles Driven by Semantics","display_name":"SemanticICV: Endogenous Secure Full-Scenario Learning for Intelligent Connected Vehicles Driven by Semantics","publication_year":2023,"publication_date":"2023-10-06","ids":{"openalex":"https://openalex.org/W4387415020","doi":"https://doi.org/10.1109/mnet.2023.3321911"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.2023.3321911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2023.3321911","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","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/A5100439619","display_name":"Cheng Zhang","orcid":"https://orcid.org/0000-0002-1744-9571"},"institutions":[{"id":"https://openalex.org/I193524592","display_name":"Tianjin University of Finance and Economics","ror":"https://ror.org/05ev1jb90","country_code":"CN","type":"education","lineage":["https://openalex.org/I193524592"]},{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Cheng Zhang","raw_affiliation_strings":["Faculty of Digital Economics and Managements, Tianjin University of Finance and Economics, Tianjin, China","Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Digital Economics and Managements, Tianjin University of Finance and Economics, Tianjin, China","institution_ids":["https://openalex.org/I193524592"]},{"raw_affiliation_string":"Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100718338","display_name":"Tiancheng Zhang","orcid":"https://orcid.org/0009-0006-7681-1223"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiancheng Zhang","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, China","College of intelligence and computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"College of intelligence and computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083504621","display_name":"Yunfeng Zhao","orcid":"https://orcid.org/0000-0001-6767-7233"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfeng Zhao","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, China","College of intelligence and computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"College of intelligence and computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007510770","display_name":"Chao Qiu","orcid":"https://orcid.org/0000-0002-2224-2292"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Qiu","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, China","College of intelligence and computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"College of intelligence and computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100363470","display_name":"Xiaofei Wang","orcid":"https://orcid.org/0000-0002-7223-1030"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofei Wang","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, China","College of intelligence and computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"College of intelligence and computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069105914","display_name":"Shizhan Lan","orcid":null},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shizhan Lan","raw_affiliation_strings":["China Mobile Guangxi Institute Company Ltd., Guangxi, China"],"affiliations":[{"raw_affiliation_string":"China Mobile Guangxi Institute Company Ltd., Guangxi, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009589072","display_name":"Jingxu Cao","orcid":"https://orcid.org/0000-0002-8988-9381"},"institutions":[{"id":"https://openalex.org/I193524592","display_name":"Tianjin University of Finance and Economics","ror":"https://ror.org/05ev1jb90","country_code":"CN","type":"education","lineage":["https://openalex.org/I193524592"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingxu Cao","raw_affiliation_strings":["College of Science and Technology, Tianjin University of Finance and Economics, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Science and Technology, Tianjin University of Finance and Economics, Tianjin, China","institution_ids":["https://openalex.org/I193524592"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100439619"],"corresponding_institution_ids":["https://openalex.org/I162868743","https://openalex.org/I193524592"],"apc_list":null,"apc_paid":null,"fwci":1.0697,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.77141154,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"38","issue":"2","first_page":"156","last_page":"163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.9980000257492065,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9915000200271606,"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/computer-science","display_name":"Computer science","score":0.8334032297134399},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.6358879804611206},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.563633382320404},{"id":"https://openalex.org/keywords/data-transformation","display_name":"Data transformation","score":0.4689478576183319},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.42079412937164307},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.41181480884552},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35979700088500977},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.35266104340553284},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3348039388656616},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22252041101455688},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.21776577830314636},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.10245120525360107},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09989285469055176}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8334032297134399},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.6358879804611206},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.563633382320404},{"id":"https://openalex.org/C150670458","wikidata":"https://www.wikidata.org/wiki/Q4272815","display_name":"Data transformation","level":3,"score":0.4689478576183319},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.42079412937164307},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.41181480884552},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35979700088500977},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35266104340553284},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3348039388656616},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22252041101455688},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.21776577830314636},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.10245120525360107},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09989285469055176},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mnet.2023.3321911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2023.3321911","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G182421232","display_name":null,"funder_award_id":"62306208","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G545781906","display_name":null,"funder_award_id":"62072332","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6093772114","display_name":null,"funder_award_id":"62002260","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2048294994","https://openalex.org/W2603810864","https://openalex.org/W2981096252","https://openalex.org/W3010748599","https://openalex.org/W4294170691","https://openalex.org/W4324312887","https://openalex.org/W6638523607","https://openalex.org/W6851054131"],"related_works":["https://openalex.org/W3110550032","https://openalex.org/W4385163218","https://openalex.org/W4254254849","https://openalex.org/W4248194256","https://openalex.org/W2195391366","https://openalex.org/W121864761","https://openalex.org/W2111829026","https://openalex.org/W4322731587","https://openalex.org/W2144513704","https://openalex.org/W2590025346"],"abstract_inverted_index":{"The":[0],"emergence":[1],"of":[2,12,21,124,181,188],"Intelligent":[3],"Connected":[4],"Vehicles":[5],"(ICVs)":[6],"heralds":[7],"a":[8,19,127,145,154],"transformation":[9],"in":[10],"modes":[11],"transportation.":[13],"This":[14,65,130],"intricate":[15],"system":[16],"capitalizes":[17],"on":[18],"wealth":[20],"data":[22,49,95,175],"generated":[23],"by":[24],"various":[25],"terminals,":[26],"enabling":[27],"AI":[28],"models":[29],"to":[30,42,60,75,85,119,172],"streamline":[31],"numerous":[32],"applications,":[33],"ranging":[34],"from":[35,51],"travel":[36],"assistance":[37],"and":[38,78,94,153,177],"urban":[39],"road":[40],"monitoring":[41],"navigation":[43],"path":[44],"planning.":[45],"Despite":[46],"this,":[47,142],"the":[48,61,98,121,135,165,174,182,186],"collected":[50],"these":[52],"disparate":[53],"terminals":[54],"frequently":[55],"encapsulates":[56],"sensitive":[57],"information":[58],"pertaining":[59],"entire":[62],"ICV":[63],"ecosystem.":[64],"can":[66],"raise":[67],"concerns":[68],"about":[69],"privacy":[70,179],"breaches,":[71],"especially":[72],"with":[73,137],"regard":[74],"geographical":[76],"locations":[77],"personal":[79],"images.":[80],"Therefore,":[81],"it":[82],"is":[83],"imperative":[84],"devise":[86],"strategies":[87],"that":[88],"not":[89],"only":[90],"enable":[91],"intelligent":[92],"learning":[93,116],"sharing":[96,148,176],"across":[97],"whole":[99],"scenario":[100,115,167],"but":[101],"also":[102],"preserve":[103],"privacy.":[104],"In":[105],"this":[106],"paper,":[107],"we":[108,143],"introduce":[109],"SemanticICV,":[110],"an":[111],"endogenous":[112],"secure":[113],"full":[114,166],"framework":[117,136],"designed":[118],"formulate":[120],"semantic":[122,131,147,156],"logic":[123],"ICVs":[125],"at":[126],"foundational":[128],"level.":[129],"abstraction":[132],"inherently":[133],"imbues":[134],"privacy-preserving":[138],"attributes.":[139],"Building":[140],"upon":[141],"propose":[144],"horizontal":[146],"method":[149,159],"(using":[150],"federated":[151],"learning)":[152],"vertical":[155],"cross-layer":[157],"linkage":[158],"(employing":[160],"knowledge":[161],"distillation)":[162],"integrated":[163],"within":[164],"learning.":[168],"These":[169],"methods":[170],"serve":[171],"enhance":[173],"innate":[178],"protection":[180],"full-scenario.":[183],"We":[184],"substantiate":[185],"efficacy":[187],"our":[189],"proposed":[190],"solution":[191],"through":[192],"meticulous":[193],"simulation":[194],"experiments.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
