{"id":"https://openalex.org/W4389076776","doi":"https://doi.org/10.1109/access.2023.3337638","title":"Data Poisoning Attacks With Hybrid Particle Swarm Optimization Algorithms Against Federated Learning in Connected and Autonomous Vehicles","display_name":"Data Poisoning Attacks With Hybrid Particle Swarm Optimization Algorithms Against Federated Learning in Connected and Autonomous Vehicles","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4389076776","doi":"https://doi.org/10.1109/access.2023.3337638"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3337638","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3337638","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10332177.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10332177.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048967885","display_name":"Chi Cui","orcid":"https://orcid.org/0000-0003-4948-1338"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]},{"id":"https://openalex.org/I4210092058","display_name":"Zhengzhou Normal University","ror":"https://ror.org/00cbts945","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092058"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Chi Cui","raw_affiliation_strings":["Department of Computer Science and Technology, Zhengzhou Normal University, Zhengzhou, China","School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-4948-1338","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Zhengzhou Normal University, Zhengzhou, China","institution_ids":["https://openalex.org/I4210092058"]},{"raw_affiliation_string":"School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051704749","display_name":"Haiping Du","orcid":"https://orcid.org/0000-0002-3439-3821"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Haiping Du","raw_affiliation_strings":["School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-3439-3821","affiliations":[{"raw_affiliation_string":"School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100360713","display_name":"Zhijuan Jia","orcid":"https://orcid.org/0000-0003-4730-2906"},"institutions":[{"id":"https://openalex.org/I4210092058","display_name":"Zhengzhou Normal University","ror":"https://ror.org/00cbts945","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092058"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhijuan Jia","raw_affiliation_strings":["Department of Computer Science and Technology, Zhengzhou Normal University, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-4730-2906","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Zhengzhou Normal University, Zhengzhou, China","institution_ids":["https://openalex.org/I4210092058"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100447059","display_name":"Xiaofei Zhang","orcid":"https://orcid.org/0000-0003-4796-1688"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiaofei Zhang","raw_affiliation_strings":["School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015012129","display_name":"Yuchu He","orcid":"https://orcid.org/0000-0003-3131-7601"},"institutions":[{"id":"https://openalex.org/I4210092058","display_name":"Zhengzhou Normal University","ror":"https://ror.org/00cbts945","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092058"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuchu He","raw_affiliation_strings":["Department of Computer Science and Technology, Zhengzhou Normal University, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3131-7601","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Zhengzhou Normal University, Zhengzhou, China","institution_ids":["https://openalex.org/I4210092058"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101554753","display_name":"Yanyan Yang","orcid":"https://orcid.org/0000-0002-6053-3410"},"institutions":[{"id":"https://openalex.org/I4210092058","display_name":"Zhengzhou Normal University","ror":"https://ror.org/00cbts945","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092058"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanyan Yang","raw_affiliation_strings":["Department of Computer Science and Technology, Zhengzhou Normal University, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6053-3410","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Zhengzhou Normal University, Zhengzhou, China","institution_ids":["https://openalex.org/I4210092058"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.0621,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.89159283,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"136361","last_page":"136369"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994999766349792,"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":0.9994999766349792,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9987000226974487,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.986299991607666,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7927430868148804},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.6866351962089539},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5903945565223694},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5436150431632996},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.5043362379074097},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.493208110332489},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4833828806877136},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4529092609882355},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.43447840213775635}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7927430868148804},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.6866351962089539},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5903945565223694},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5436150431632996},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.5043362379074097},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.493208110332489},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4833828806877136},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4529092609882355},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.43447840213775635},{"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/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2023.3337638","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3337638","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10332177.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:85b521baf78c48348394ff52bc1bd10d","is_oa":true,"landing_page_url":"https://doaj.org/article/85b521baf78c48348394ff52bc1bd10d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 136361-136369 (2023)","raw_type":"article"},{"id":"pmh:oai:ro.uow.edu.au:test2021-16513","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ACCESS.2023.3337638","pdf_url":null,"source":{"id":"https://openalex.org/S4306400510","display_name":"Research Online (University of Wollongong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204824540","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/I204824540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Harvesting Series","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3337638","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3337638","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10332177.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1267473","display_name":null,"funder_award_id":"2020YFB1005404","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G2557717799","display_name":null,"funder_award_id":"202300410510","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3928072136","display_name":null,"funder_award_id":"23B520010","funder_id":"https://openalex.org/F4320335955","funder_display_name":"Key Scientific Research Project of Colleges and Universities in Henan Province"},{"id":"https://openalex.org/G45102159","display_name":null,"funder_award_id":"2020YNZH7","funder_id":"https://openalex.org/F4320330193","funder_display_name":"Chinese Academy of Engineering"},{"id":"https://openalex.org/G4800119742","display_name":null,"funder_award_id":"202300410510","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G5683381151","display_name":null,"funder_award_id":"23A520043","funder_id":"https://openalex.org/F4320335955","funder_display_name":"Key Scientific Research Project of Colleges and Universities in Henan Province"},{"id":"https://openalex.org/G974961393","display_name":null,"funder_award_id":"2020YFB1005404","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"}],"funders":[{"id":"https://openalex.org/F4320323845","display_name":"Natural Science Foundation of Henan Province","ror":null},{"id":"https://openalex.org/F4320330193","display_name":"Chinese Academy of Engineering","ror":"https://ror.org/00z3yke57"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335955","display_name":"Key Scientific Research Project of Colleges and Universities in Henan Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389076776.pdf","grobid_xml":"https://content.openalex.org/works/W4389076776.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W9657784","https://openalex.org/W2112507308","https://openalex.org/W2117876524","https://openalex.org/W2152195021","https://openalex.org/W2194775991","https://openalex.org/W2567575208","https://openalex.org/W2942091739","https://openalex.org/W2963446712","https://openalex.org/W2969596189","https://openalex.org/W2991970757","https://openalex.org/W2995271548","https://openalex.org/W3008785825","https://openalex.org/W3010058322","https://openalex.org/W3011646207","https://openalex.org/W3013520104","https://openalex.org/W3019945581","https://openalex.org/W3061447985","https://openalex.org/W3087391814","https://openalex.org/W3103836116","https://openalex.org/W3109695251","https://openalex.org/W3138153888","https://openalex.org/W3155912831","https://openalex.org/W3159080474","https://openalex.org/W3199933970","https://openalex.org/W3207378505","https://openalex.org/W3213330817","https://openalex.org/W4362681919","https://openalex.org/W6676935882","https://openalex.org/W6681673350","https://openalex.org/W6728757088","https://openalex.org/W6750462152","https://openalex.org/W6756840679","https://openalex.org/W6770634426"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2368049389","https://openalex.org/W2170801710","https://openalex.org/W2384861574","https://openalex.org/W2952704802","https://openalex.org/W4312475141","https://openalex.org/W3048813204","https://openalex.org/W4214940550"],"abstract_inverted_index":{"As":[0],"a":[1,37,88,197],"state-of-the-art":[2],"distributed":[3,103],"learning":[4,7,43,56,93,107],"approach,":[5],"federated":[6,19,55,106],"has":[8,86,98],"gained":[9],"much":[10],"popularity":[11],"in":[12,61,94],"connected":[13],"and":[14,25,49,122,138,158,180],"autonomous":[15],"vehicles":[16],"(CAVs).":[17],"In":[18,115,131],"learning,":[20],"models":[21],"are":[22,33,128,144,148,165],"trained":[23,76],"locally,":[24],"only":[26],"model":[27,77,191],"parameters":[28],"instead":[29],"of":[30,74,105,117,125,173,188,200],"raw":[31],"data":[32,140,202],"exchanged":[34],"to":[35,82,91,112],"aggregate":[36],"global":[38,190],"model.":[39],"Compared":[40],"with":[41,155,196],"traditional":[42],"approaches,":[44],"the":[45,64,72,75,83,102,120,126,171,181,185,189,204],"enhanced":[46],"privacy":[47],"protection":[48],"relieved":[50],"network":[51],"bandwidth":[52],"provided":[53],"by":[54,78,167],"make":[57],"it":[58,109],"more":[59,110],"favorable":[60],"CAVs.":[62],"On":[63],"other":[65],"hand,":[66],"poisoning":[67,113,141],"attack,":[68],"which":[69],"can":[70],"break":[71],"integrity":[73],"injecting":[79],"crafted":[80],"perturbations":[81,147],"training":[84],"samples,":[85],"become":[87],"major":[89],"threat":[90],"deep":[92],"recent":[95],"years.":[96],"It":[97],"been":[99],"shown":[100],"that":[101,184],"nature":[104],"makes":[108],"vulnerable":[111],"attacks.":[114],"view":[116],"this":[118,132],"situation,":[119],"strategies":[121],"attacking":[123,142,163],"methods":[124,143,164],"adversaries":[127],"worth":[129],"studying.":[130],"paper,":[133],"two":[134],"novel":[135],"optimization-based":[136],"black-box":[137],"clean-label":[139],"proposed.":[145],"Poisoning":[146],"generated":[149],"using":[150,203],"particle":[151],"swarm":[152],"optimization":[153],"hybrid":[154],"simulated":[156],"annealing":[157],"genetic":[159],"algorithm":[160],"respectively.":[161],"The":[162],"evaluated":[166],"experiments":[168],"conducted":[169],"on":[170,178],"example":[172],"traffic":[174],"sign":[175],"recognition":[176],"system":[177],"CAVs,":[179],"results":[182],"show":[183],"prediction":[186],"accuracy":[187],"is":[192],"significantly":[193],"downgraded":[194],"even":[195],"small":[198],"portion":[199],"poisoned":[201],"proposed":[205],"methods.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
