{"id":"https://openalex.org/W4406014512","doi":"https://doi.org/10.1109/tce.2024.3525186","title":"Privacy Safeguarding for Human-Computer Interaction Based on Adaptive Federated Learning With Actor\u2013Critic Selection","display_name":"Privacy Safeguarding for Human-Computer Interaction Based on Adaptive Federated Learning With Actor\u2013Critic Selection","publication_year":2025,"publication_date":"2025-01-02","ids":{"openalex":"https://openalex.org/W4406014512","doi":"https://doi.org/10.1109/tce.2024.3525186"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2024.3525186","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3525186","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/A5100735301","display_name":"Bin Jiang","orcid":"https://orcid.org/0000-0002-4044-885X"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bin Jiang","raw_affiliation_strings":["College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075351897","display_name":"Zhongyan Liu","orcid":"https://orcid.org/0000-0002-3512-085X"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyan Liu","raw_affiliation_strings":["College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030883042","display_name":"Guanghui Yue","orcid":"https://orcid.org/0000-0002-6761-8767"},"institutions":[{"id":"https://openalex.org/I4210145292","display_name":"Shenzhen University Health Science Center","ror":"https://ror.org/04yjbr930","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210145292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanghui Yue","raw_affiliation_strings":["School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China","Health Science Center, School of Biomedical Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I4210145292"]},{"raw_affiliation_string":"Health Science Center, School of Biomedical Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I4210145292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013579299","display_name":"Xuerong Cui","orcid":"https://orcid.org/0000-0002-2326-9518"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuerong Cui","raw_affiliation_strings":["College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100765920","display_name":"Yongxin Liu","orcid":"https://orcid.org/0000-0003-4527-8623"},"institutions":[{"id":"https://openalex.org/I84475105","display_name":"Embry\u2013Riddle Aeronautical University","ror":"https://ror.org/010jskt71","country_code":"US","type":"education","lineage":["https://openalex.org/I84475105"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yongxin Liu","raw_affiliation_strings":["Department of Mathematics, Embry-Riddle Aeronautical University, Daytona Beach, FL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Embry-Riddle Aeronautical University, Daytona Beach, FL, USA","institution_ids":["https://openalex.org/I84475105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100371075","display_name":"Huihui Wang","orcid":"https://orcid.org/0000-0002-4098-5313"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huihui Helen Wang","raw_affiliation_strings":["Computing Programs, Northeastern University, Arlington, VA, USA","Arlington, VA, USA","Northeastern University, Computing Programs, th St"],"affiliations":[{"raw_affiliation_string":"Computing Programs, Northeastern University, Arlington, VA, USA","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"Arlington, VA, USA","institution_ids":[]},{"raw_affiliation_string":"Northeastern University, Computing Programs, th St","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100735301"],"corresponding_institution_ids":["https://openalex.org/I4210162190"],"apc_list":null,"apc_paid":null,"fwci":9.4273,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.97105992,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"71","issue":"2","first_page":"6744","last_page":"6756"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9307000041007996,"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":0.9307000041007996,"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/safeguarding","display_name":"Safeguarding","score":0.9026974439620972},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.715644896030426},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6721329092979431},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4949721693992615},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4775691628456116},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4367735981941223},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.42504066228866577},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.318626344203949}],"concepts":[{"id":"https://openalex.org/C2776743756","wikidata":"https://www.wikidata.org/wiki/Q5097921","display_name":"Safeguarding","level":2,"score":0.9026974439620972},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.715644896030426},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6721329092979431},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4949721693992615},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4775691628456116},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4367735981941223},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.42504066228866577},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.318626344203949},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2024.3525186","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3525186","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/G5438357748","display_name":null,"funder_award_id":"ZR2024MF115","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G6986957443","display_name":null,"funder_award_id":"tsqnz20230602","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7525989145","display_name":null,"funder_award_id":"62102264","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8655643622","display_name":null,"funder_award_id":"52171341","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G906354329","display_name":null,"funder_award_id":"ZR2023LZH010","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2036250785","https://openalex.org/W2149003305","https://openalex.org/W2561270043","https://openalex.org/W2575400625","https://openalex.org/W2786768213","https://openalex.org/W2898599549","https://openalex.org/W2907891676","https://openalex.org/W2991236681","https://openalex.org/W2994787692","https://openalex.org/W2998045710","https://openalex.org/W3084394676","https://openalex.org/W3099106497","https://openalex.org/W3100506742","https://openalex.org/W3125002451","https://openalex.org/W3214878825","https://openalex.org/W4210960727","https://openalex.org/W4280572780","https://openalex.org/W4285307150","https://openalex.org/W4289821486","https://openalex.org/W4295036177","https://openalex.org/W4319990055","https://openalex.org/W4362714840","https://openalex.org/W4364321985","https://openalex.org/W4377079731","https://openalex.org/W4386737489","https://openalex.org/W4387587513","https://openalex.org/W4389252489","https://openalex.org/W4390805739","https://openalex.org/W4391807624","https://openalex.org/W4391876938","https://openalex.org/W4396242457","https://openalex.org/W4399621417"],"related_works":["https://openalex.org/W2584827882","https://openalex.org/W3195097297","https://openalex.org/W4225340788","https://openalex.org/W3038106605","https://openalex.org/W2513267613","https://openalex.org/W3049084372","https://openalex.org/W2528109871","https://openalex.org/W2940702331","https://openalex.org/W2905822832","https://openalex.org/W2240244939"],"abstract_inverted_index":{"This":[0,55],"paper":[1],"presents":[2],"a":[3,8,80,134],"comprehensive":[4],"framework":[5,36,78,145],"that":[6,85,116,143],"leverages":[7],"hierarchical":[9],"federated":[10,53],"learning":[11,46],"(HFL)":[12],"architecture":[13],"to":[14,47],"enhance":[15],"the":[16,38,59,65,77,98,103,109,117,144],"performance":[17,153],"and":[18,23,74,94,100,112,151],"privacy":[19,158],"of":[20,34,61,67,102],"facial":[21,170],"recognition":[22,25,171],"behavior":[24],"systems":[26],"within":[27],"Human-Computer":[28],"Interaction":[29],"(HCI)":[30],"applications.":[31],"The":[32,140],"core":[33],"this":[35],"is":[37],"Actor-Critic-based":[39],"client":[40,50,124],"selection":[41,125],"mechanism,":[42],"which":[43],"uses":[44],"reinforcement":[45],"dynamically":[48],"optimize":[49],"participation":[51],"in":[52,128,137,172],"learning.":[54],"approach":[56],"intelligently":[57],"balances":[58],"exploration":[60],"new":[62],"clients":[63],"with":[64],"exploitation":[66],"high-performing":[68],"ones,":[69],"improving":[70],"both":[71],"model":[72,152],"efficiency":[73,150],"accuracy.":[75,139],"Additionally,":[76],"introduces":[79],"multi-dimensional":[81],"weighted":[82],"aggregation":[83],"method":[84,119],"incorporates":[86],"factors":[87],"such":[88,168],"as":[89,169],"data":[90,130,166],"volume,":[91],"loss":[92],"values,":[93],"uncertainty,":[95],"further":[96],"enhancing":[97],"robustness":[99],"accuracy":[101],"global":[104],"model.":[105],"Experimental":[106],"results":[107,141],"on":[108],"CIFAR-10,":[110],"CelebA,":[111],"WISDM":[113],"datasets":[114],"demonstrate":[115],"proposed":[118],"significantly":[120],"outperforms":[121],"traditional":[122],"random":[123],"strategies,":[126],"especially":[127],"heterogeneous":[129],"environments,":[131],"achieving":[132],"approximately":[133],"4%":[135],"improvement":[136],"final":[138],"highlight":[142],"not":[146],"only":[147],"enhances":[148],"training":[149],"but":[154],"also":[155],"ensures":[156],"robust":[157],"protection,":[159],"making":[160],"it":[161],"particularly":[162],"suitable":[163],"for":[164],"sensitive":[165],"applications":[167],"HCI":[173],"systems.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
