{"id":"https://openalex.org/W4295832040","doi":"https://doi.org/10.1109/iotm.001.2100179","title":"Large-Scale Multiobjective Federated Neuroevolution for Privacy and Security in the Internet of Things","display_name":"Large-Scale Multiobjective Federated Neuroevolution for Privacy and Security in the Internet of Things","publication_year":2022,"publication_date":"2022-06-01","ids":{"openalex":"https://openalex.org/W4295832040","doi":"https://doi.org/10.1109/iotm.001.2100179"},"language":"en","primary_location":{"id":"doi:10.1109/iotm.001.2100179","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iotm.001.2100179","pdf_url":null,"source":{"id":"https://openalex.org/S4210201254","display_name":"IEEE Internet of Things Magazine","issn_l":"2576-3180","issn":["2576-3180","2576-3199"],"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 Internet of Things Magazine","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/A5100352274","display_name":"Xin Liu","orcid":"https://orcid.org/0000-0002-8272-9553"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Liu","raw_affiliation_strings":["Hebei University of Technology,China","Hebei University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Hebei University of Technology,China","institution_ids":["https://openalex.org/I184843921"]},{"raw_affiliation_string":"Hebei University of Technology, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087254852","display_name":"Jianwei Zhao","orcid":"https://orcid.org/0000-0003-0424-4056"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Zhao","raw_affiliation_strings":["Hebei University of Technology,China","Hebei University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Hebei University of Technology,China","institution_ids":["https://openalex.org/I184843921"]},{"raw_affiliation_string":"Hebei University of Technology, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100444018","display_name":"Jie Li","orcid":"https://orcid.org/0000-0001-8037-6208"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Li","raw_affiliation_strings":["Hebei University of Technology,China","Hebei University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Hebei University of Technology,China","institution_ids":["https://openalex.org/I184843921"]},{"raw_affiliation_string":"Hebei University of Technology, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102491288","display_name":"Dikai Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dikai Xu","raw_affiliation_strings":["Hebei University of Technology,China","Hebei University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Hebei University of Technology,China","institution_ids":["https://openalex.org/I184843921"]},{"raw_affiliation_string":"Hebei University of Technology, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055801864","display_name":"Shan Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shan Tian","raw_affiliation_strings":["Hebei University of Technology,China","Hebei University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Hebei University of Technology,China","institution_ids":["https://openalex.org/I184843921"]},{"raw_affiliation_string":"Hebei University of Technology, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052160218","display_name":"Bin Cao","orcid":"https://orcid.org/0000-0003-4558-9501"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Cao","raw_affiliation_strings":["Hebei University of Technology,China","Hebei University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Hebei University of Technology,China","institution_ids":["https://openalex.org/I184843921"]},{"raw_affiliation_string":"Hebei University of Technology, China","institution_ids":["https://openalex.org/I184843921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100352274"],"corresponding_institution_ids":["https://openalex.org/I184843921"],"apc_list":null,"apc_paid":null,"fwci":0.7954,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76747102,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"5","issue":"2","first_page":"74","last_page":"77"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9947999715805054,"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":0.9947999715805054,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9932000041007996,"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"}},{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9829000234603882,"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":0.7809202075004578},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5970598459243774},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5392623543739319},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5309146642684937},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.49235785007476807},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4522833824157715},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.38190415501594543},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.348847895860672},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17140832543373108}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7809202075004578},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5970598459243774},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5392623543739319},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5309146642684937},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.49235785007476807},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4522833824157715},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.38190415501594543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.348847895860672},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17140832543373108},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iotm.001.2100179","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iotm.001.2100179","pdf_url":null,"source":{"id":"https://openalex.org/S4210201254","display_name":"IEEE Internet of Things Magazine","issn_l":"2576-3180","issn":["2576-3180","2576-3199"],"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 Internet of Things Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2590373591","https://openalex.org/W3000094279","https://openalex.org/W3119097278","https://openalex.org/W3122962274","https://openalex.org/W3176372534","https://openalex.org/W3190936350","https://openalex.org/W3191869388","https://openalex.org/W3197983285","https://openalex.org/W3211040691","https://openalex.org/W4200526356","https://openalex.org/W4200529309","https://openalex.org/W4205484788"],"related_works":["https://openalex.org/W2618984630","https://openalex.org/W214962301","https://openalex.org/W2017969668","https://openalex.org/W4322486939","https://openalex.org/W3115711186","https://openalex.org/W4234394276","https://openalex.org/W3170974713","https://openalex.org/W2187475482","https://openalex.org/W4225146958","https://openalex.org/W4312168023"],"abstract_inverted_index":{"With":[0],"the":[1,60,100,106],"development":[2],"of":[3,7,23,28,74],"communication":[4],"techonologies,":[5],"Internet":[6],"Things":[8],"(IoT)":[9],"devices":[10,42],"will":[11,33,87],"be":[12,44],"deployed":[13],"in":[14,91,97,105],"more":[15,17],"and":[16,19,109,134],"places":[18],"generate":[20],"large":[21],"amounts":[22],"data.":[24],"The":[25],"corresponding":[26],"analysis":[27],"these":[29,40],"newly":[30],"available":[31],"data":[32,58],"greatly":[34],"improve":[35],"our":[36],"daily":[37],"lives.":[38],"However,":[39,99],"IoT":[41,132],"can":[43],"attacked.":[45],"Traditional":[46],"intrusion":[47],"detection":[48],"systems":[49],"(lDSs)":[50],"usually":[51],"use":[52],"a":[53,63,71,116,124],"centralized":[54],"approach":[55],"to":[56,59],"transmit":[57],"cloud":[61],"or":[62],"central":[64],"server":[65],"for":[66,95,131],"analysis.":[67],"This":[68],"method":[69],"has":[70],"great":[72],"risk":[73],"privacy":[75,93,133],"leakage.":[76],"Federated":[77],"learning":[78,84],"(FL)":[79],"is":[80,103],"an":[81],"excellent":[82],"distributed":[83],"stategy,":[85],"which":[86],"have":[88],"outstanding":[89],"performance":[90],"preventing":[92],"leakage":[94],"lDSs":[96],"IoT.":[98],"FL-driven":[101],"IDS":[102],"still":[104],"infancy":[107],"stage":[108],"needs":[110],"further":[111],"exploration.":[112],"Therefore,":[113],"we":[114],"propose":[115],"large-scale":[117],"multiobjective":[118],"federated":[119],"neuroevolution":[120],"framework":[121],"based":[122],"on":[123],"deep":[125],"fuzzy":[126],"rough":[127],"convolution":[128],"neural":[129],"network":[130],"security.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
