{"id":"https://openalex.org/W4404628174","doi":"https://doi.org/10.1109/tce.2024.3492377","title":"Privacy-Preserving Knowledge Distillation in Latency-Critical Federated Task Offloading for Consumer IoT Networks","display_name":"Privacy-Preserving Knowledge Distillation in Latency-Critical Federated Task Offloading for Consumer IoT Networks","publication_year":2024,"publication_date":"2024-11-22","ids":{"openalex":"https://openalex.org/W4404628174","doi":"https://doi.org/10.1109/tce.2024.3492377"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2024.3492377","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3492377","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Transactions on Consumer Electronics","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/A5101865732","display_name":"Yishan Chen","orcid":"https://orcid.org/0000-0002-7162-9645"},"institutions":[{"id":"https://openalex.org/I4510145","display_name":"Jiangxi University of Science and Technology","ror":"https://ror.org/03q0t9252","country_code":"CN","type":"education","lineage":["https://openalex.org/I4510145"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yishan Chen","raw_affiliation_strings":["College of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, China","College of Information Engineering, Jiangxi University of Science and Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-7162-9645","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, China","institution_ids":["https://openalex.org/I4510145"]},{"raw_affiliation_string":"College of Information Engineering, Jiangxi University of Science and Technology, China","institution_ids":["https://openalex.org/I4510145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100326960","display_name":"Jianwei Zhang","orcid":"https://orcid.org/0000-0002-1075-9745"},"institutions":[{"id":"https://openalex.org/I4510145","display_name":"Jiangxi University of Science and Technology","ror":"https://ror.org/03q0t9252","country_code":"CN","type":"education","lineage":["https://openalex.org/I4510145"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Zhang","raw_affiliation_strings":["College of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, China","College of Information Engineering, Jiangxi University of Science and Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, China","institution_ids":["https://openalex.org/I4510145"]},{"raw_affiliation_string":"College of Information Engineering, Jiangxi University of Science and Technology, China","institution_ids":["https://openalex.org/I4510145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100404703","display_name":"Zhiqiang Wang","orcid":"https://orcid.org/0009-0000-7461-0205"},"institutions":[{"id":"https://openalex.org/I4510145","display_name":"Jiangxi University of Science and Technology","ror":"https://ror.org/03q0t9252","country_code":"CN","type":"education","lineage":["https://openalex.org/I4510145"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Wang","raw_affiliation_strings":["College of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, China","College of Information Engineering, Jiangxi University of Science and Technology, China"],"raw_orcid":"https://orcid.org/0009-0000-7461-0205","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, China","institution_ids":["https://openalex.org/I4510145"]},{"raw_affiliation_string":"College of Information Engineering, Jiangxi University of Science and Technology, China","institution_ids":["https://openalex.org/I4510145"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wenshuo Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I4510145","display_name":"Jiangxi University of Science and Technology","ror":"https://ror.org/03q0t9252","country_code":"CN","type":"education","lineage":["https://openalex.org/I4510145"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenshuo Dai","raw_affiliation_strings":["College of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, China","College of Information Engineering, Jiangxi University of Science and Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, China","institution_ids":["https://openalex.org/I4510145"]},{"raw_affiliation_string":"College of Information Engineering, Jiangxi University of Science and Technology, China","institution_ids":["https://openalex.org/I4510145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087225784","display_name":"Honghao Gao","orcid":"https://orcid.org/0000-0001-6861-9684"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honghao Gao","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, China","School of Computer Engineering and Science, Shanghai University, China"],"raw_orcid":"https://orcid.org/0000-0001-6861-9684","affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055284175","display_name":"Shuiguang Deng","orcid":"https://orcid.org/0000-0001-5015-6095"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuiguang Deng","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China","College of Computer Science and Technology, Zhejiang University, China"],"raw_orcid":"https://orcid.org/0000-0001-5015-6095","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, China","institution_ids":["https://openalex.org/I168879160"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101865732"],"corresponding_institution_ids":["https://openalex.org/I4510145"],"apc_list":null,"apc_paid":null,"fwci":1.3456,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83023163,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"71","issue":"1","first_page":"239","last_page":"251"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.996399998664856,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.996399998664856,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9901000261306763,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9801999926567078,"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":0.7446761131286621},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5931113362312317},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5106366276741028},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.49646812677383423},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.44616830348968506},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.42316120862960815},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.41067180037498474},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3158925771713257},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1745189130306244},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14970260858535767}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7446761131286621},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5931113362312317},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5106366276741028},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.49646812677383423},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.44616830348968506},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.42316120862960815},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.41067180037498474},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3158925771713257},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1745189130306244},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14970260858535767},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2024.3492377","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3492377","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Transactions on Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1049612626","display_name":null,"funder_award_id":"20232BAB212014","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G1188427404","display_name":null,"funder_award_id":"No. U20A20173","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1209096496","display_name":null,"funder_award_id":"2022YFF0902500","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G1924885602","display_name":null,"funder_award_id":"No. 20232BAB212014","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G3588663406","display_name":null,"funder_award_id":"62302200","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4439372345","display_name":null,"funder_award_id":"No. 62302200","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5104053061","display_name":null,"funder_award_id":"No. 2022YFF0902500","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5151241140","display_name":null,"funder_award_id":"U20A20173","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5604630631","display_name":null,"funder_award_id":"62125206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7791444934","display_name":null,"funder_award_id":"No. 62125206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322665","display_name":"Natural Science Foundation of Jiangxi Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W3041631353","https://openalex.org/W3045638580","https://openalex.org/W3111512201","https://openalex.org/W3128173992","https://openalex.org/W3176364684","https://openalex.org/W3211856354","https://openalex.org/W4210579206","https://openalex.org/W4285130686","https://openalex.org/W4285235045","https://openalex.org/W4292092864","https://openalex.org/W4292826013","https://openalex.org/W4307814244","https://openalex.org/W4312864044","https://openalex.org/W4313316095","https://openalex.org/W4321021833","https://openalex.org/W4321609189","https://openalex.org/W4365456805","https://openalex.org/W4376457039","https://openalex.org/W4377716570","https://openalex.org/W4379467930","https://openalex.org/W4382568001","https://openalex.org/W4383215229","https://openalex.org/W4383890559","https://openalex.org/W4384788037","https://openalex.org/W4385819832","https://openalex.org/W4385956621","https://openalex.org/W4386212337","https://openalex.org/W4386260530","https://openalex.org/W4389352378","https://openalex.org/W4390096839","https://openalex.org/W4390204245","https://openalex.org/W4391249105","https://openalex.org/W4392152413","https://openalex.org/W4392715656","https://openalex.org/W4392719571","https://openalex.org/W4394586119","https://openalex.org/W4400771720","https://openalex.org/W6759238902","https://openalex.org/W6773817997","https://openalex.org/W6781318954"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261","https://openalex.org/W3031181660","https://openalex.org/W4238100021"],"abstract_inverted_index":{"Along":[0],"with":[1,64],"the":[2,91,108,125,129,134,137,140,162,167,183],"explosive":[3],"demand":[4],"for":[5,30,50,68,114,128,181],"massive":[6],"data":[7,42],"computation,":[8],"federated":[9,61,126],"local-edge-cloud":[10,59],"computing":[11,96],"enables":[12],"many":[13],"IoT":[14],"task":[15,32,72,78],"offloading":[16,33,73,79,99],"processes":[17],"and":[18,43,70,98,139,165],"has":[19],"recently":[20],"gained":[21],"widespread":[22],"attention":[23,38],"in":[24,124],"consumer-centric":[25],"healthcare.":[26],"However,":[27],"existing":[28],"approaches":[29],"latency-critical":[31,69],"do":[34],"not":[35],"pay":[36],"sufficient":[37],"to":[39,106,132,150,157],"patient":[40],"privacy":[41,94],"thus":[44],"are":[45,179],"far":[46],"from":[47,153],"being":[48],"ready":[49],"large-scale":[51],"practical":[52],"deployment.":[53],"In":[54],"this":[55],"paper,":[56],"a":[57,77,119,143,154],"novel":[58],"based":[60,81,89,172],"learning":[62,85],"framework":[63,127],"one-way":[65,144],"knowledge":[66,145,152],"distillation":[67,146],"security-aware":[71],"is":[74,86,104,122,148],"proposed,":[75],"while":[76],"scheme":[80],"on":[82,90,136,173],"deep":[83],"reinforcement":[84],"presented.":[87],"Then,":[88],"consideration":[92],"of":[93,111,177],"guarantees,":[95],"resources":[97],"decisions,":[100],"an":[101],"optimization":[102],"problem":[103],"formulated":[105],"minimize":[107],"overall":[109],"latency":[110],"all":[112],"tasks":[113],"local":[115],"medical":[116],"devices.":[117],"Additionally,":[118],"pseudo-task":[120],"mechanism":[121,147],"adopted":[123],"uploaded":[130],"weights":[131],"aggregate":[133],"models":[135],"edges":[138],"cloud.":[141],"Besides,":[142],"proposed":[149],"transfer":[151],"teacher":[155],"model":[156,168],"student":[158],"models,":[159],"which":[160],"compresses":[161],"network":[163],"parameters":[164],"reduces":[166],"latency.":[169],"Finally,":[170],"experiments":[171],"Chest":[174],"X-Ray":[175],"Images":[176],"Pneumonia":[178],"conducted":[180],"corroborating":[182],"theoretical":[184],"results.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
