{"id":"https://openalex.org/W4403210236","doi":"https://doi.org/10.1109/jiot.2024.3476149","title":"Privacy-Enhanced Federated WiFi Sensing for Health Monitoring in Internet of Things","display_name":"Privacy-Enhanced Federated WiFi Sensing for Health Monitoring in Internet of Things","publication_year":2024,"publication_date":"2024-10-08","ids":{"openalex":"https://openalex.org/W4403210236","doi":"https://doi.org/10.1109/jiot.2024.3476149"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3476149","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3476149","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.lancs.ac.uk/id/eprint/227266/3/Privacy-EnhancedFederated.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072315579","display_name":"Zhuotao Lian","orcid":"https://orcid.org/0000-0003-2938-6368"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Zhuotao Lian","raw_affiliation_strings":["Faculty of Information Science and Electrical Engineering, Kyushu University, Fukuoka, Japan"],"raw_orcid":"https://orcid.org/0000-0003-2938-6368","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Electrical Engineering, Kyushu University, Fukuoka, Japan","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063748382","display_name":"Qingkui Zeng","orcid":"https://orcid.org/0000-0002-4984-4955"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingkui Zeng","raw_affiliation_strings":["School of Electronics and Information Engineering, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-4984-4955","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004888555","display_name":"Zhusen Liu","orcid":"https://orcid.org/0000-0001-7441-2954"},"institutions":[{"id":"https://openalex.org/I4210142167","display_name":"DigitalSpace (United States)","ror":"https://ror.org/04h1th525","country_code":"US","type":"company","lineage":["https://openalex.org/I4210142167"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Zhusen Liu","raw_affiliation_strings":["Cyberspace Security Research Center, Hangzhou Innovation Institute of Beihang University, Hangzhou, China","Hangzhou Innovation Institute of Beihang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7441-2954","affiliations":[{"raw_affiliation_string":"Cyberspace Security Research Center, Hangzhou Innovation Institute of Beihang University, Hangzhou, China","institution_ids":["https://openalex.org/I4210142167"]},{"raw_affiliation_string":"Hangzhou Innovation Institute of Beihang University, Hangzhou, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073506287","display_name":"Haoda Wang","orcid":"https://orcid.org/0000-0001-9029-8071"},"institutions":[{"id":"https://openalex.org/I141591182","display_name":"University of Aizu","ror":"https://ror.org/02pg0e883","country_code":"JP","type":"education","lineage":["https://openalex.org/I141591182"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Haoda Wang","raw_affiliation_strings":["Department of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Japan","Department of Computer Science and Engineering, University of Aizu, Aizuwakamatsu, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Japan","institution_ids":["https://openalex.org/I141591182"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Aizu, Aizuwakamatsu, Japan","institution_ids":["https://openalex.org/I141591182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103221383","display_name":"Chuan Ma","orcid":"https://orcid.org/0000-0001-6198-9498"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuan Ma","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China","College of Computer Science, Chongqing University, China"],"raw_orcid":"https://orcid.org/0000-0001-6198-9498","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"College of Computer Science, Chongqing University, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085755018","display_name":"Weizhi Meng","orcid":"https://orcid.org/0000-0003-4384-5786"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Weizhi Meng","raw_affiliation_strings":["School of Computing and Communications, Lancaster University, Lancaster, U.K","School of Computing and Communications, Lancaster University, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-4384-5786","affiliations":[{"raw_affiliation_string":"School of Computing and Communications, Lancaster University, Lancaster, U.K","institution_ids":["https://openalex.org/I67415387"]},{"raw_affiliation_string":"School of Computing and Communications, Lancaster University, United Kingdom","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045817362","display_name":"Chunhua Su","orcid":"https://orcid.org/0000-0002-6461-9684"},"institutions":[{"id":"https://openalex.org/I141591182","display_name":"University of Aizu","ror":"https://ror.org/02pg0e883","country_code":"JP","type":"education","lineage":["https://openalex.org/I141591182"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Chunhua Su","raw_affiliation_strings":["Department of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Japan","Department of Computer Science and Engineering, University of Aizu, Aizuwakamatsu, Japan"],"raw_orcid":"https://orcid.org/0000-0002-6461-9684","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Japan","institution_ids":["https://openalex.org/I141591182"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Aizu, Aizuwakamatsu, Japan","institution_ids":["https://openalex.org/I141591182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001126368","display_name":"Kouichi Sakurai","orcid":"https://orcid.org/0000-0003-4621-1674"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kouichi Sakurai","raw_affiliation_strings":["Faculty of Information Science and Electrical Engineering, Kyushu University, Fukuoka, Japan"],"raw_orcid":"https://orcid.org/0000-0003-4621-1674","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Electrical Engineering, Kyushu University, Fukuoka, Japan","institution_ids":["https://openalex.org/I135598925"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":0.5036,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.57871473,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"12","issue":"3","first_page":"2994","last_page":"3002"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11932","display_name":"Wireless Body Area Networks","score":0.8159999847412109,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11932","display_name":"Wireless Body Area Networks","score":0.8159999847412109,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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":0.7917399406433105},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7253717184066772},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.6043891310691833},{"id":"https://openalex.org/keywords/privacy-software","display_name":"Privacy software","score":0.4812993109226227},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.47991690039634705},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4676627218723297},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4324973225593567},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.37137705087661743}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7917399406433105},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7253717184066772},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.6043891310691833},{"id":"https://openalex.org/C509729295","wikidata":"https://www.wikidata.org/wiki/Q7246032","display_name":"Privacy software","level":3,"score":0.4812993109226227},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.47991690039634705},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4676627218723297},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4324973225593567},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37137705087661743}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2024.3476149","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3476149","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Journal","raw_type":"journal-article"},{"id":"pmh:oai:eprints.lancs.ac.uk:227266","is_oa":true,"landing_page_url":"https://eprints.lancs.ac.uk/id/eprint/227266/1/IoT-39321-2024_Proof_hi.pdf","pdf_url":"https://eprints.lancs.ac.uk/id/eprint/227266/3/Privacy-EnhancedFederated.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:eprints.lancs.ac.uk:227266","is_oa":true,"landing_page_url":"https://eprints.lancs.ac.uk/id/eprint/227266/1/IoT-39321-2024_Proof_hi.pdf","pdf_url":"https://eprints.lancs.ac.uk/id/eprint/227266/3/Privacy-EnhancedFederated.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1294907317","display_name":"\u504f\u5728\u8a08\u7b97\u8cc7\u6e90\u306e\u6d3b\u7528\u306b\u3088\u308b\u5de8\u5927\u30e2\u30c7\u30eb\u306b\u5bfe\u3059\u308b\u9023\u5408\u5b66\u7fd2\u30fb\u9023\u5408\u30a2\u30f3\u30e9\u30fc\u30cb\u30f3\u30b0\u6280\u8853\u306e\u78ba\u7acb","funder_award_id":"24K02932","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G2105962504","display_name":"Physical Layer-based Cryptographic Key Management and Data Reliability Assurance for Smart IoT Environments","funder_award_id":"23K11103","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G3401333553","display_name":"Enhancing efficiency and privacy of federated learning systems for IoT applications","funder_award_id":"24KF0065","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403210236.pdf","grobid_xml":"https://content.openalex.org/works/W4403210236.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W2141420453","https://openalex.org/W2606891064","https://openalex.org/W2763219399","https://openalex.org/W2982475424","https://openalex.org/W2989289980","https://openalex.org/W3023340129","https://openalex.org/W3083719185","https://openalex.org/W3088560299","https://openalex.org/W3105031047","https://openalex.org/W3133830739","https://openalex.org/W3196221233","https://openalex.org/W4205469029","https://openalex.org/W4206779540","https://openalex.org/W4210788152","https://openalex.org/W4214719528","https://openalex.org/W4282575297","https://openalex.org/W4311461833","https://openalex.org/W4312890303","https://openalex.org/W4313590868","https://openalex.org/W4313644996","https://openalex.org/W4318242821","https://openalex.org/W4322487475","https://openalex.org/W4322627157","https://openalex.org/W4378364159","https://openalex.org/W4383890559","https://openalex.org/W4385483715","https://openalex.org/W4386156801","https://openalex.org/W4388081063","https://openalex.org/W4388948384","https://openalex.org/W4389633647","https://openalex.org/W4389890871","https://openalex.org/W4392024995","https://openalex.org/W4392063007","https://openalex.org/W4394824474","https://openalex.org/W6754416507","https://openalex.org/W6841619692"],"related_works":["https://openalex.org/W2584827882","https://openalex.org/W2528109871","https://openalex.org/W3027166605","https://openalex.org/W3134350841","https://openalex.org/W3136495642","https://openalex.org/W3129454145","https://openalex.org/W3153181207","https://openalex.org/W2110748233","https://openalex.org/W2240244939","https://openalex.org/W3094057321"],"abstract_inverted_index":{"The":[0],"development":[1],"of":[2,5,14,98,105,160],"the":[3,11,69,96,103,174],"Internet":[4],"Things":[6],"(IoT)":[7],"has":[8],"led":[9],"to":[10,122],"widespread":[12],"use":[13],"WiFi-enabled":[15],"consumer":[16],"electronic":[17],"devices,":[18],"which":[19,61],"are":[20],"now":[21],"common":[22],"in":[23,28,158,170],"everyday":[24],"life.":[25],"These":[26],"advancements":[27],"IoT":[29,71],"have":[30],"greatly":[31],"improved":[32,128],"data":[33,59],"collection":[34],"and":[35,56,149,163],"analysis":[36],"capabilities,":[37],"especially":[38],"for":[39,85],"health":[40,86,171],"monitoring":[41,172],"applications.":[42],"However,":[43],"traditional":[44],"centralized":[45],"machine":[46],"learning":[47,78],"methods":[48],"often":[49],"fall":[50],"short,":[51],"raising":[52],"significant":[53],"privacy":[54,106,161],"concerns":[55],"requiring":[57],"extensive":[58],"collection,":[60],"is":[62],"inefficient.":[63],"To":[64],"address":[65],"these":[66],"limitations":[67],"within":[68,173],"distributed":[70],"environment,":[72],"this":[73],"article":[74],"presents":[75],"a":[76,114,167],"federated":[77],"(FL)-based":[79],"WiFi":[80],"sensing":[81],"system":[82,94,112,154],"specifically":[83],"designed":[84],"monitoring.":[87],"By":[88],"enabling":[89],"local":[90],"model":[91,120,130],"training,":[92],"our":[93,111,127,153],"prevents":[95],"sharing":[97,116],"sensitive":[99],"data,":[100],"thus":[101],"reducing":[102],"risk":[104],"breaches.":[107],"We":[108],"further":[109],"enhance":[110],"with":[113,119,134],"secret":[115],"mechanism":[117],"coupled":[118],"sparsification":[121,131],"significantly":[123],"improve":[124],"privacy.":[125],"Additionally,":[126],"top-k":[129],"algorithm,":[132],"equipped":[133],"adaptive":[135],"residuals,":[136],"reduces":[137],"communication":[138,164],"overhead":[139],"while":[140],"ensuring":[141],"high":[142],"accuracy.":[143],"Extensive":[144],"testing":[145],"across":[146],"various":[147],"datasets":[148],"models":[150],"confirms":[151],"that":[152],"outperforms":[155],"existing":[156],"benchmarks":[157],"terms":[159],"protection":[162],"efficiency,":[165],"marking":[166],"substantial":[168],"advancement":[169],"IoT.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-08-25T07:29:55.448023","created_date":"2025-10-10T00:00:00"}