{"id":"https://openalex.org/W4391129415","doi":"https://doi.org/10.1109/ictc58733.2023.10392753","title":"Quantum Federated Learning for Vehicular Computing Scenarios","display_name":"Quantum Federated Learning for Vehicular Computing Scenarios","publication_year":2023,"publication_date":"2023-10-11","ids":{"openalex":"https://openalex.org/W4391129415","doi":"https://doi.org/10.1109/ictc58733.2023.10392753"},"language":"en","primary_location":{"id":"doi:10.1109/ictc58733.2023.10392753","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc58733.2023.10392753","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5049202871","display_name":"Joongheon Kim","orcid":"https://orcid.org/0000-0003-2126-768X"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Joongheon Kim","raw_affiliation_strings":["Korea University,School of Electrical Engineering,Seoul,Republic of Korea","School of Electrical Engineering, Korea University, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea University,School of Electrical Engineering,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5049202871"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"168","last_page":"172"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9980999827384949,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9980999827384949,"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":0.9980999827384949,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9979000091552734,"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":0.772089958190918},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.5850828289985657},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.4517700672149658},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4231756329536438},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4201260209083557},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41296473145484924},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3455720841884613},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13863560557365417},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12115651369094849},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.11689421534538269},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.10979336500167847}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.772089958190918},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.5850828289985657},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.4517700672149658},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4231756329536438},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4201260209083557},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41296473145484924},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3455720841884613},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13863560557365417},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12115651369094849},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.11689421534538269},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.10979336500167847},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc58733.2023.10392753","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc58733.2023.10392753","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1999706070","https://openalex.org/W2114574164","https://openalex.org/W2955213239","https://openalex.org/W2982169647","https://openalex.org/W2998467804","https://openalex.org/W3010468967","https://openalex.org/W3013124972","https://openalex.org/W3043758338","https://openalex.org/W3045093737","https://openalex.org/W3046497401","https://openalex.org/W3093944484","https://openalex.org/W3128589329","https://openalex.org/W3129043469","https://openalex.org/W3129603732","https://openalex.org/W3133434317","https://openalex.org/W3176231977","https://openalex.org/W3195168449","https://openalex.org/W3201352919","https://openalex.org/W3202649760","https://openalex.org/W3217539601","https://openalex.org/W4225528085","https://openalex.org/W4226430546","https://openalex.org/W4282813496","https://openalex.org/W4312694312","https://openalex.org/W4313886730","https://openalex.org/W4321488712","https://openalex.org/W4379382644","https://openalex.org/W4382203069","https://openalex.org/W4382317635","https://openalex.org/W4382364303","https://openalex.org/W6765541894","https://openalex.org/W6789305514","https://openalex.org/W6810875472","https://openalex.org/W6839029159","https://openalex.org/W6840794153"],"related_works":["https://openalex.org/W4298221930","https://openalex.org/W2777914285","https://openalex.org/W3013363440","https://openalex.org/W4287823391","https://openalex.org/W4312762663","https://openalex.org/W4317941881","https://openalex.org/W4229067761","https://openalex.org/W4308527955","https://openalex.org/W4366829214","https://openalex.org/W4225482289"],"abstract_inverted_index":{"With":[0],"the":[1,7,32,66,77,81,91,100,114,127,137,140,144],"rise":[2],"of":[3,9,85,94,102,129,139],"autonomous":[4],"vehicles":[5,11],"(AVs),":[6],"number":[8],"self-driving":[10],"has":[12,43],"increased":[13],"in":[14,35,80,142],"recent":[15,33],"years":[16],"and":[17,59,83,90,117],"vehicular":[18,67,103],"computing":[19,107],"(VC)":[20],"was":[21,63,69,108],"actively":[22],"used":[23],"to":[24,110,131,135],"ensure":[25],"road":[26],"safety":[27,133],"by":[28,88],"controlling":[29,143],"AVs.":[30],"However,":[31],"escalation":[34],"demand":[36],"for":[37],"a":[38,54],"massive":[39],"scale":[40],"vehicle":[41],"network":[42],"prevented":[44],"VC":[45,58],"from":[46],"achieving":[47],"its":[48],"purpose.":[49],"To":[50],"overcome":[51],"this":[52],"problem,":[53],"framework":[55],"which":[56],"combined":[57],"federated":[60,121],"learning":[61,122],"(FL)":[62],"proposed.":[64],"Although":[65],"FL":[68,116],"initially":[70],"effective,":[71],"it":[72],"also":[73],"faced":[74],"challenges":[75],"as":[76],"excessive":[78],"increase":[79],"amount":[82],"size":[84],"data":[86,95],"generated":[87],"AVs":[89,145],"serious":[92],"threat":[93],"leakage":[96],"have":[97],"severely":[98],"degraded":[99],"performance":[101],"FL.":[104],"Thus,":[105],"quantum":[106,120],"exploited":[109],"further":[111],"improve":[112],"on":[113],"pre-existing":[115],"proposed":[118],"dynamic":[119],"(DQFL).":[123],"This":[124],"work":[125],"proposes":[126],"application":[128],"DQFL":[130],"public":[132],"scenarios":[134],"investigate":[136],"effectiveness":[138],"model":[141],"under":[146],"real-life":[147],"constraints.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}