{"id":"https://openalex.org/W4411949632","doi":"https://doi.org/10.1109/iwcmc65282.2025.11059592","title":"A Trust-based Client Selection Framework for Federated Learning in the Internet of Vehicles","display_name":"A Trust-based Client Selection Framework for Federated Learning in the Internet of Vehicles","publication_year":2025,"publication_date":"2025-05-12","ids":{"openalex":"https://openalex.org/W4411949632","doi":"https://doi.org/10.1109/iwcmc65282.2025.11059592"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc65282.2025.11059592","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc65282.2025.11059592","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Wireless Communications and Mobile Computing (IWCMC)","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/A5101239178","display_name":"Abir Raza","orcid":null},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Abir Raza","raw_affiliation_strings":["United Arab Emirates University,College of Information Technology,Al Ain,UAE"],"affiliations":[{"raw_affiliation_string":"United Arab Emirates University,College of Information Technology,Al Ain,UAE","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068262221","display_name":"Elarbi Badidi","orcid":"https://orcid.org/0000-0001-9121-8766"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Elarbi Badidi","raw_affiliation_strings":["United Arab Emirates University,College of Information Technology,Al Ain,UAE"],"affiliations":[{"raw_affiliation_string":"United Arab Emirates University,College of Information Technology,Al Ain,UAE","institution_ids":["https://openalex.org/I201726411"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101239178"],"corresponding_institution_ids":["https://openalex.org/I201726411"],"apc_list":null,"apc_paid":null,"fwci":0.7428,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7434439,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1180","last_page":"1185"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9936000108718872,"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":0.9936000108718872,"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":0.9912999868392944,"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/T11614","display_name":"Cloud Data Security Solutions","score":0.991100013256073,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7268444299697876},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6572608947753906},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6544165015220642},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.40467286109924316},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.34854573011398315},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3254460096359253},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19845238327980042}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7268444299697876},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6572608947753906},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6544165015220642},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.40467286109924316},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.34854573011398315},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3254460096359253},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19845238327980042}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwcmc65282.2025.11059592","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc65282.2025.11059592","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.550000011920929,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2798720628","https://openalex.org/W3163421814","https://openalex.org/W3177273118","https://openalex.org/W3182125009","https://openalex.org/W3211199052","https://openalex.org/W3215200847","https://openalex.org/W4213234812","https://openalex.org/W4226358703","https://openalex.org/W4285728720","https://openalex.org/W4297911953","https://openalex.org/W4302363089","https://openalex.org/W4391326609","https://openalex.org/W4393640038","https://openalex.org/W4400231575","https://openalex.org/W4400234785","https://openalex.org/W4402473530"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2065457896","https://openalex.org/W3173234801","https://openalex.org/W2167984027","https://openalex.org/W3021302227","https://openalex.org/W10630519","https://openalex.org/W1919377569","https://openalex.org/W3144288563","https://openalex.org/W3123907821","https://openalex.org/W4205762803"],"abstract_inverted_index":{"Federated":[0],"learning":[1],"trains":[2],"models":[3],"on":[4,74],"distributed":[5],"data":[6],"while":[7],"preserving":[8],"privacy,":[9],"but":[10],"its":[11],"open":[12],"and":[13,35,49,63,88],"heterogeneous":[14],"nature":[15],"makes":[16],"it":[17],"vulnerable":[18],"to":[19,66,92],"malicious":[20,86],"client":[21,56],"updates":[22],"that":[23],"can":[24],"compromise":[25],"model":[26],"integrity.":[27],"Selecting":[28],"trustworthy":[29],"clients":[30],"is":[31],"crucial":[32],"for":[33],"secure":[34],"efficient":[36],"operation,":[37],"especially":[38],"in":[39],"dynamic":[40],"environments":[41],"like":[42],"VANETs":[43],"where":[44],"vehicle":[45],"mobility,":[46],"communication":[47],"reliability,":[48],"trustworthiness":[50],"vary.":[51],"We":[52],"propose":[53],"a":[54],"trust-based":[55],"selection":[57,95],"framework":[58],"incorporating":[59],"contextual":[60],"information,":[61],"reputation,":[62],"resource":[64],"availability":[65],"mitigate":[67],"the":[68,75],"risks":[69],"of":[70],"faulty":[71],"updates.":[72],"Evaluated":[73],"MNIST":[76],"dataset,":[77],"our":[78],"approach":[79],"demonstrates":[80],"improved":[81],"convergence,":[82],"enhanced":[83],"resilience":[84],"against":[85],"clients,":[87],"superior":[89],"performance":[90],"compared":[91],"traditional":[93],"random":[94],"methods.":[96]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
