{"id":"https://openalex.org/W4392309159","doi":"https://doi.org/10.1109/tce.2024.3371928","title":"Privacy-Preserving AI Framework for 6G-Enabled Consumer Electronics","display_name":"Privacy-Preserving AI Framework for 6G-Enabled Consumer Electronics","publication_year":2024,"publication_date":"2024-02-01","ids":{"openalex":"https://openalex.org/W4392309159","doi":"https://doi.org/10.1109/tce.2024.3371928"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2024.3371928","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3371928","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/A5100328056","display_name":"Xin Wang","orcid":"https://orcid.org/0000-0003-0048-9232"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Wang","raw_affiliation_strings":["College of Information Science and Engineering, Northeastern University, Shenyang, China","Dongneng (Shenyang) Energy Engineering Technology Co., Ltd, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"Dongneng (Shenyang) Energy Engineering Technology Co., Ltd, Shenyang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113379632","display_name":"Jianhui Lyu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhui Lyu","raw_affiliation_strings":["Peng Cheng Laboratory, Shenzhen, China","Dongneng (Shenyang) Energy Engineering Technology Co., Ltd, Shenyang, China","Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0884-6601","affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"Dongneng (Shenyang) Energy Engineering Technology Co., Ltd, Shenyang, China","institution_ids":[]},{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024020375","display_name":"J. Dinesh Peter","orcid":null},"institutions":[{"id":"https://openalex.org/I119668213","display_name":"Karunya University","ror":"https://ror.org/03k23nv15","country_code":"IN","type":"education","lineage":["https://openalex.org/I119668213"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"J. Dinesh Peter","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Karunya Institute of Technology and Sciences, Coimbatore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Karunya Institute of Technology and Sciences, Coimbatore, India","institution_ids":["https://openalex.org/I119668213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033726593","display_name":"Byung\u2010Gyu Kim","orcid":"https://orcid.org/0000-0001-6555-3464"},"institutions":[{"id":"https://openalex.org/I31766871","display_name":"Sookmyung Women's University","ror":"https://ror.org/00vvvt117","country_code":"KR","type":"education","lineage":["https://openalex.org/I31766871"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byung-Gyu Kim","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Sookmyung Women’s University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-6555-3464","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Sookmyung Women’s University, Seoul, South Korea","institution_ids":["https://openalex.org/I31766871"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.3705,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.97743655,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"70","issue":"1","first_page":"3940","last_page":"3950"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9983000159263611,"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":0.9983000159263611,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9952999949455261,"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"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9894999861717224,"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/electronics","display_name":"Electronics","score":0.5833475589752197},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49309536814689636},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2792050838470459},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2636770009994507}],"concepts":[{"id":"https://openalex.org/C138331895","wikidata":"https://www.wikidata.org/wiki/Q11650","display_name":"Electronics","level":2,"score":0.5833475589752197},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49309536814689636},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2792050838470459},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2636770009994507}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2024.3371928","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3371928","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/G6402621496","display_name":null,"funder_award_id":"62202247","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W2107193426","https://openalex.org/W2895386850","https://openalex.org/W2947308709","https://openalex.org/W2953692553","https://openalex.org/W2992059036","https://openalex.org/W2992431477","https://openalex.org/W3004171232","https://openalex.org/W3042727075","https://openalex.org/W3091752016","https://openalex.org/W3140124472","https://openalex.org/W3156459836","https://openalex.org/W3161594686","https://openalex.org/W3164573547","https://openalex.org/W3184008250","https://openalex.org/W3197552048","https://openalex.org/W3197875103","https://openalex.org/W3200400919","https://openalex.org/W3206591284","https://openalex.org/W3208046223","https://openalex.org/W3211102095","https://openalex.org/W3212941463","https://openalex.org/W4206586673","https://openalex.org/W4213078159","https://openalex.org/W4220984392","https://openalex.org/W4224986349","https://openalex.org/W4226076889","https://openalex.org/W4226126236","https://openalex.org/W4283033964","https://openalex.org/W4287854949","https://openalex.org/W4287889573","https://openalex.org/W4289656845","https://openalex.org/W4289792488","https://openalex.org/W4290043252","https://openalex.org/W4292079365","https://openalex.org/W4293203739","https://openalex.org/W4304480363","https://openalex.org/W4310055000","https://openalex.org/W4313130987","https://openalex.org/W4320029366","https://openalex.org/W4320712861","https://openalex.org/W4321609174","https://openalex.org/W4323338872","https://openalex.org/W4384129858","https://openalex.org/W4385154445","https://openalex.org/W4385443998"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"the":[1,17,22,27,60,122,146,179,185],"realm":[2],"of":[3,19,24,29,42,62,107,116,124],"consumer":[4],"electronics":[5],"for":[6],"6G":[7],"communication,":[8],"AI":[9],"has":[10,53],"emerged":[11],"as":[12],"a":[13,55,98,128],"significant":[14],"player.":[15],"However,":[16],"proliferation":[18],"devices":[20],"at":[21],"edge":[23],"network":[25],"causes":[26],"generation":[28],"extensive":[30],"multimodal":[31],"data,":[32],"encompassing":[33],"user":[34],"behavior":[35],"records,":[36],"audio,":[37],"and":[38,49,59,101,109,141,168,174,190,196],"video.":[39],"The":[40,113],"influx":[41],"data":[43],"poses":[44],"fresh":[45],"challenges":[46],"concerning":[47],"security":[48],"privacy.":[50],"Consequently,":[51],"there":[52],"been":[54],"surge":[56],"in":[57,68],"research":[58],"implementation":[61],"AI-driven":[63],"methods":[64],"to":[65,70,88,104,121,137],"protect":[66],"privacy":[67,75,90],"response":[69],"these":[71],"challenges.":[72],"A":[73],"differential":[74,176],"federated":[76,94,129,155,159,169],"learning":[77,95,130,166,170],"framework":[78,148],"with":[79,172],"adaptive":[80],"clipping,":[81],"which":[82],"uses":[83],"Gaussian":[84],"mechanism,":[85],"is":[86,102,135],"proposed":[87,136,147],"mitigate":[89],"issue.":[91],"Simultaneously,":[92],"conventional":[93],"depends":[96],"on":[97,133],"centralized":[99,154],"server":[100],"susceptible":[103],"single":[105],"points":[106],"failure":[108],"malicious":[110],"node":[111],"attacks.":[112],"explicit":[114],"transmission":[115],"intermediate":[117],"parameters":[118],"can":[119],"lead":[120],"inference":[123],"private":[125],"data.":[126],"Therefore,":[127],"model":[131],"based":[132],"blockchain":[134,173],"enhance":[138],"decentralization,":[139],"security,":[140],"fairness.":[142],"Results":[143],"demonstrate":[144],"that":[145],"achieves":[149],"more":[150],"accurate":[151],"results":[152],"than":[153],"learning,":[156,160],"decentralized":[157],"wireless":[158],"fused":[161],"real-time":[162],"sequential":[163],"deep":[164],"extreme":[165],"machine,":[167],"combined":[171],"local":[175],"privacy,":[177],"increasing":[178],"classification":[180],"accuracy":[181],"by":[182,193],"13.25%,":[183],"reducing":[184],"training":[186,188],"loss,":[187],"time,":[189],"communication":[191],"overhead":[192],"28.36%,":[194],"51.73%,":[195],"61.44%":[197],"respectively.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":8}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}