{"id":"https://openalex.org/W4383200210","doi":"https://doi.org/10.1109/jiot.2023.3292232","title":"Lightweight Privacy-Preserving Feature Extraction for EEG Signals Under Edge Computing","display_name":"Lightweight Privacy-Preserving Feature Extraction for EEG Signals Under Edge Computing","publication_year":2023,"publication_date":"2023-07-05","ids":{"openalex":"https://openalex.org/W4383200210","doi":"https://doi.org/10.1109/jiot.2023.3292232"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2023.3292232","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3292232","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042243756","display_name":"Nazhao Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nazhao Yan","raw_affiliation_strings":["School of Mathematics and Statistics, Fuzhou University, Fuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089664772","display_name":"Hang Cheng","orcid":"https://orcid.org/0000-0003-2443-2820"},"institutions":[{"id":"https://openalex.org/I4210111400","display_name":"Education Department of Fujian Province","ror":"https://ror.org/01d6wrk87","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210111400"]},{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Cheng","raw_affiliation_strings":["School of Mathematics and Statistics, Center for Applied Mathematics of Fujian Province, Fuzhou University, Fuzhou, China","Center for Applied Mathematics of Fujian Province, China"],"raw_orcid":"https://orcid.org/0000-0003-2443-2820","affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Center for Applied Mathematics of Fujian Province, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]},{"raw_affiliation_string":"Center for Applied Mathematics of Fujian Province, China","institution_ids":["https://openalex.org/I4210111400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058120371","display_name":"Ximeng Liu","orcid":"https://orcid.org/0000-0002-4238-3295"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ximeng Liu","raw_affiliation_strings":["School of Computer Science and Big Data, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4238-3295","affiliations":[{"raw_affiliation_string":"School of Computer Science and Big Data, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100405386","display_name":"Fei Chen","orcid":"https://orcid.org/0000-0002-3676-6011"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Chen","raw_affiliation_strings":["School of Computer Science and Big Data, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3676-6011","affiliations":[{"raw_affiliation_string":"School of Computer Science and Big Data, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101717904","display_name":"Meiqing Wang","orcid":"https://orcid.org/0000-0002-3544-3704"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiqing Wang","raw_affiliation_strings":["School of Mathematics and Statistics, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3544-3704","affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5042243756"],"corresponding_institution_ids":["https://openalex.org/I80947539"],"apc_list":null,"apc_paid":null,"fwci":1.19,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.77345251,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"2","first_page":"2520","last_page":"2533"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9940999746322632,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8738148212432861},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.7028322815895081},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6963282823562622},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.674841582775116},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.629132866859436},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6142627000808716},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5023245811462402},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4640212655067444},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.42123350501060486},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.389772891998291},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37002795934677124},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28885895013809204},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.25318169593811035},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12677568197250366},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0821356475353241}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8738148212432861},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.7028322815895081},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6963282823562622},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.674841582775116},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.629132866859436},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6142627000808716},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5023245811462402},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4640212655067444},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.42123350501060486},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.389772891998291},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37002795934677124},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28885895013809204},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.25318169593811035},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12677568197250366},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0821356475353241}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2023.3292232","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3292232","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1768457825","display_name":null,"funder_award_id":"JAT190020","funder_id":"https://openalex.org/F4320321893","funder_display_name":"Department of Education, Fujian Province"},{"id":"https://openalex.org/G3455523125","display_name":null,"funder_award_id":"2020J01497","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G3988656123","display_name":null,"funder_award_id":"62172098","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6921281341","display_name":null,"funder_award_id":"JAT200064","funder_id":"https://openalex.org/F4320321893","funder_display_name":"Department of Education, Fujian Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null},{"id":"https://openalex.org/F4320321893","display_name":"Department of Education, Fujian Province","ror":"https://ror.org/01d6wrk87"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1458516385","https://openalex.org/W1485800369","https://openalex.org/W1499934958","https://openalex.org/W1644831451","https://openalex.org/W1969009977","https://openalex.org/W2003668524","https://openalex.org/W2022856590","https://openalex.org/W2028335886","https://openalex.org/W2045597647","https://openalex.org/W2111125935","https://openalex.org/W2146629441","https://openalex.org/W2333627010","https://openalex.org/W2435473771","https://openalex.org/W2573464648","https://openalex.org/W2701059868","https://openalex.org/W2791459719","https://openalex.org/W2791548393","https://openalex.org/W2811323882","https://openalex.org/W2922482186","https://openalex.org/W2952201977","https://openalex.org/W2962798283","https://openalex.org/W2963106566","https://openalex.org/W3002531416","https://openalex.org/W3011082615","https://openalex.org/W3016632787","https://openalex.org/W3023481443","https://openalex.org/W3031127640","https://openalex.org/W3034284697","https://openalex.org/W3037233591","https://openalex.org/W3090981681","https://openalex.org/W3091180004","https://openalex.org/W3101128144","https://openalex.org/W3106378891","https://openalex.org/W3120598210","https://openalex.org/W3162352308","https://openalex.org/W3192242030","https://openalex.org/W3193300679","https://openalex.org/W4206126837","https://openalex.org/W4206918437","https://openalex.org/W4220893606","https://openalex.org/W4242722506","https://openalex.org/W4285130736","https://openalex.org/W4285137529","https://openalex.org/W4285179198","https://openalex.org/W4285293846","https://openalex.org/W4288370357","https://openalex.org/W4296595169","https://openalex.org/W4304692303","https://openalex.org/W4317831018","https://openalex.org/W4319988528","https://openalex.org/W4323312436","https://openalex.org/W4327809132","https://openalex.org/W6636815960","https://openalex.org/W6683470265","https://openalex.org/W6718865826","https://openalex.org/W6753342801","https://openalex.org/W6771351916","https://openalex.org/W6843277833"],"related_works":["https://openalex.org/W2092530219","https://openalex.org/W2388464034","https://openalex.org/W2533125852","https://openalex.org/W2140460949","https://openalex.org/W2105580438","https://openalex.org/W2057435755","https://openalex.org/W3121798572","https://openalex.org/W2018782216","https://openalex.org/W2101552690","https://openalex.org/W3154796165"],"abstract_inverted_index":{"The":[0],"health-related":[1,24],"Internet":[2],"of":[3,16,22,45,65,72,131],"Things":[4],"(IoT)":[5],"play":[6],"an":[7,119],"irreplaceable":[8],"role":[9],"in":[10,69,109],"the":[11,23,26,62,70,110,125,139,145,149],"collection,":[12],"analysis,":[13],"and":[14,37,83,91,134,151,168,185],"transmission":[15],"medical":[17],"data.":[18,74],"As":[19],"a":[20,32,43,57,99,129],"device":[21],"IoT,":[25],"electroencephalogram":[27],"(EEG)":[28],"has":[29],"long":[30],"been":[31],"powerful":[33],"tool":[34],"for":[35,106,163,182],"physiological":[36],"clinical":[38],"brain":[39],"research,":[40],"which":[41,123],"contains":[42],"wealth":[44],"personal":[46],"information.":[47],"Due":[48],"to":[49,60,78,127,160],"its":[50],"rich":[51],"computational/storage":[52],"resources,":[53],"cloud":[54],"computing":[55,112,121,136,156],"is":[56,186],"promising":[58],"solution":[59],"extract":[61],"sophisticated":[63],"feature":[64,101,180],"massive":[66],"EEG":[67,107,183],"signals":[68,108],"age":[71],"big":[73],"However,":[75],"it":[76],"needs":[77],"solve":[79],"both":[80],"response":[81],"latency":[82,88],"privacy":[84],"leakage.":[85],"To":[86],"reduce":[87],"between":[89],"users":[90,126,146],"servers":[92,162],"while":[93],"ensuring":[94],"data":[95],"privacy,":[96],"we":[97,117],"propose":[98],"privacy-preserving":[100,179],"extraction":[102,181],"scheme,":[103,116],"called":[104],"LightPyFE,":[105],"edge":[111,161],"environment.":[113],"In":[114],"this":[115],"design":[118],"outsourced":[120,159],"toolkit,":[122],"allows":[124],"achieve":[128,178],"series":[130],"secure":[132],"integer":[133],"floating-point":[135],"operations.":[137],"During":[138],"implementation,":[140],"LightPyFE":[141],"can":[142,176],"ensure":[143],"that":[144,173],"just":[147],"perform":[148],"encryption":[150],"decryption":[152],"operations,":[153],"where":[154],"all":[155],"tasks":[157],"are":[158],"specific":[164],"processing.":[165],"Theoretical":[166],"analysis":[167],"experimental":[169],"results":[170],"have":[171],"demonstrated":[172],"our":[174],"scheme":[175],"successfully":[177],"signals,":[184],"practical":[187],"yet":[188],"effective.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
