{"id":"https://openalex.org/W4401634624","doi":"https://doi.org/10.1145/3688002","title":"Efficient and Privacy-Enhanced Asynchronous Federated Learning for Multimedia Data in Edge-Based IoT","display_name":"Efficient and Privacy-Enhanced Asynchronous Federated Learning for Multimedia Data in Edge-Based IoT","publication_year":2024,"publication_date":"2024-08-16","ids":{"openalex":"https://openalex.org/W4401634624","doi":"https://doi.org/10.1145/3688002"},"language":"en","primary_location":{"id":"doi:10.1145/3688002","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3688002","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3688002","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3688002","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100643589","display_name":"Hu Xiong","orcid":"https://orcid.org/0000-0001-6137-6667"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hu Xiong","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China","University of Electronic Science and Technology of China, China"],"raw_orcid":"https://orcid.org/0000-0001-6137-6667","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"University of Electronic Science and Technology of China, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100567689","display_name":"Hang Yan","orcid":"https://orcid.org/0009-0004-5675-0406"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Yan","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China","University of Electronic Science and Technology of China, China"],"raw_orcid":"https://orcid.org/0009-0004-5675-0406","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"University of Electronic Science and Technology of China, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051195514","display_name":"Mohammad S. Obaidat","orcid":"https://orcid.org/0000-0002-1569-9657"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]},{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]},{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]},{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN","IN","JO"],"is_corresponding":false,"raw_author_name":"Mohammad S. Obaidat","raw_affiliation_strings":["King Abdullah II School of Information Technology, The University of Jordan, Amman, Jordan, School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China, Department of Computational Intelligence, School of Computing, SRM University, Chennai, India, and School of Engineering, The Amity University, Noida, India","Life Fellow of IEEE, Fellow of AAIA, and Fellow of SCS, Distinguished Professor at the King Abdullah II School of Information Technology, The University of Jordan, Amman, Jordan and School of Computer and Communication Engineering, University of Science and Technology Beijing, China, Department of Computational Intelligence, School of Computing, SRM University, TN, India and School of Engineering, and The Amity University, Noida, UP, India"],"raw_orcid":"https://orcid.org/0000-0002-1569-9657","affiliations":[{"raw_affiliation_string":"King Abdullah II School of Information Technology, The University of Jordan, Amman, Jordan, School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China, Department of Computational Intelligence, School of Computing, SRM University, Chennai, India, and School of Engineering, The Amity University, Noida, India","institution_ids":["https://openalex.org/I114972647"]},{"raw_affiliation_string":"Life Fellow of IEEE, Fellow of AAIA, and Fellow of SCS, Distinguished Professor at the King Abdullah II School of Information Technology, The University of Jordan, Amman, Jordan and School of Computer and Communication Engineering, University of Science and Technology Beijing, China, Department of Computational Intelligence, School of Computing, SRM University, TN, India and School of Engineering, and The Amity University, Noida, UP, India","institution_ids":["https://openalex.org/I114972647","https://openalex.org/I191972202","https://openalex.org/I4210131147","https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087155578","display_name":"Jingxue Chen","orcid":"https://orcid.org/0000-0002-7931-7558"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingxue Chen","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China","University of Electronic Science and Technology of China, China"],"raw_orcid":"https://orcid.org/0000-0002-7931-7558","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"University of Electronic Science and Technology of China, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088153559","display_name":"Mingsheng Cao","orcid":"https://orcid.org/0000-0003-0691-2724"},"institutions":[{"id":"https://openalex.org/I13591777","display_name":"University of Nottingham Ningbo China","ror":"https://ror.org/03y4dt428","country_code":"CN","type":"education","lineage":["https://openalex.org/I13591777","https://openalex.org/I142263535"]},{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingsheng Cao","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China and Ningbo WebKing Technology Joint Stock Company, Ltd., Zhejiang, China","University of Electronic Science and Technology of China, China and Ningbo WebKing Technology Joint Stock Company., Ltd, China"],"raw_orcid":"https://orcid.org/0000-0003-0691-2724","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China and Ningbo WebKing Technology Joint Stock Company, Ltd., Zhejiang, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"University of Electronic Science and Technology of China, China and Ningbo WebKing Technology Joint Stock Company., Ltd, China","institution_ids":["https://openalex.org/I13591777","https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090500943","display_name":"Sachin Kumar","orcid":"https://orcid.org/0000-0002-5324-2156"},"institutions":[{"id":"https://openalex.org/I155125381","display_name":"Galgotias University","ror":"https://ror.org/02w8ba206","country_code":"IN","type":"education","lineage":["https://openalex.org/I155125381"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sachin Kumar","raw_affiliation_strings":["Department of Computer Science and Engineering, Galgotias College of Engineering and Technology, Greater Noida, India"],"raw_orcid":"https://orcid.org/0000-0002-5324-2156","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Galgotias College of Engineering and Technology, Greater Noida, India","institution_ids":["https://openalex.org/I155125381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009321929","display_name":"Kadambri Agarwal","orcid":"https://orcid.org/0000-0002-3800-0933"},"institutions":[{"id":"https://openalex.org/I4387154809","display_name":"ABES Engineering College","ror":"https://ror.org/04hp0cf98","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154809"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kadambri Agarwal","raw_affiliation_strings":["Department of Computer Science and Engineering, ABES Engineering College, Ghaziabad, India"],"raw_orcid":"https://orcid.org/0000-0002-3800-0933","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, ABES Engineering College, Ghaziabad, India","institution_ids":["https://openalex.org/I4387154809"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056889098","display_name":"Saru Kumari","orcid":"https://orcid.org/0000-0003-4929-5383"},"institutions":[{"id":"https://openalex.org/I303593345","display_name":"Chaudhary Charan Singh University","ror":"https://ror.org/01hzdv945","country_code":"IN","type":"education","lineage":["https://openalex.org/I303593345"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saru Kumari","raw_affiliation_strings":["Department of Mathematics, Chaudhary Charan Singh University, Meerut, India","Department of Mathematics, Chaudhary Charan Singh University, Meerut, Uttar Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0003-4929-5383","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Chaudhary Charan Singh University, Meerut, India","institution_ids":["https://openalex.org/I303593345"]},{"raw_affiliation_string":"Department of Mathematics, Chaudhary Charan Singh University, Meerut, Uttar Pradesh, India","institution_ids":["https://openalex.org/I303593345"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1646,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.92494822,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"22","issue":"1","first_page":"1","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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/T10237","display_name":"Cryptography and Data Security","score":0.9977999925613403,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.984000027179718,"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/computer-science","display_name":"Computer science","score":0.9207102060317993},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.6918914914131165},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.6766430139541626},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.5872486233711243},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5327062010765076},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.4807003140449524},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4624415338039398},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.44243723154067993},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.4387781620025635},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37053942680358887},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2951297163963318},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27641311287879944},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2278323769569397},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.223928302526474},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.18160367012023926},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13548776507377625}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9207102060317993},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.6918914914131165},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.6766430139541626},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.5872486233711243},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5327062010765076},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.4807003140449524},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4624415338039398},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.44243723154067993},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.4387781620025635},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37053942680358887},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2951297163963318},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27641311287879944},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2278323769569397},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.223928302526474},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.18160367012023926},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13548776507377625},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3688002","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3688002","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3688002","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3688002","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3688002","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3688002","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G7568062542","display_name":null,"funder_award_id":"62002047","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":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401634624.pdf"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1595022482","https://openalex.org/W1898753656","https://openalex.org/W2058401212","https://openalex.org/W2091825929","https://openalex.org/W2112796928","https://openalex.org/W2343785519","https://openalex.org/W2535690855","https://openalex.org/W2541884796","https://openalex.org/W2734941459","https://openalex.org/W2767079719","https://openalex.org/W2804093830","https://openalex.org/W2911995597","https://openalex.org/W2914630606","https://openalex.org/W2963540401","https://openalex.org/W2974175488","https://openalex.org/W2977797911","https://openalex.org/W2990614164","https://openalex.org/W3006655855","https://openalex.org/W3006970599","https://openalex.org/W3007011416","https://openalex.org/W3015636663","https://openalex.org/W3043303805","https://openalex.org/W3091476023","https://openalex.org/W3096328345","https://openalex.org/W3102078694","https://openalex.org/W3118608800","https://openalex.org/W3119557883","https://openalex.org/W3123374528","https://openalex.org/W3134280004","https://openalex.org/W3184192107","https://openalex.org/W3200523076","https://openalex.org/W3203503583","https://openalex.org/W3212158867","https://openalex.org/W4205228770","https://openalex.org/W4253579101","https://openalex.org/W4312328698","https://openalex.org/W4313423381","https://openalex.org/W4313650188","https://openalex.org/W4318211321","https://openalex.org/W4321483881","https://openalex.org/W4361770824","https://openalex.org/W4362513799","https://openalex.org/W4367310383","https://openalex.org/W4367310459","https://openalex.org/W4383754164","https://openalex.org/W4386275828","https://openalex.org/W4388145338","https://openalex.org/W4392551035","https://openalex.org/W4400887755","https://openalex.org/W6602830368","https://openalex.org/W6678451913","https://openalex.org/W6824583106","https://openalex.org/W6847299044"],"related_works":["https://openalex.org/W3038283795","https://openalex.org/W2604501336","https://openalex.org/W2734500670","https://openalex.org/W2558166297","https://openalex.org/W2315671126","https://openalex.org/W798507144","https://openalex.org/W2964481303","https://openalex.org/W2944823289","https://openalex.org/W1751413323","https://openalex.org/W2571704763"],"abstract_inverted_index":{"With":[0],"the":[1,8,12,35,63,70,81,99,142,145,156,170,182,187,190,216,222,239,259,266],"rapid":[2],"development":[3],"of":[4,11,14,24,65,72,101,144,184,189,265],"smart":[5,51],"device":[6],"technology,":[7],"current":[9],"version":[10],"Internet":[13],"Things":[15],"(IoT)":[16],"is":[17,197,236],"moving":[18],"towards":[19],"a":[20,39,166],"multimedia":[21,25,32,118,207],"IoT":[22,102],"because":[23],"data.":[26,208],"This":[27,140],"innovative":[28],"concept":[29],"seamlessly":[30],"integrates":[31],"data":[33,119],"with":[34,206],"IoT-Edge":[36],"Continuum.":[37],"Recently,":[38],"distributed":[40],"learning":[41,85],"framework":[42,214],"has":[43],"shown":[44],"promise":[45],"in":[46,90,120],"revolutionizing":[47],"various":[48],"industries,":[49],"including":[50],"cities,":[52],"healthcare,":[53],"etc.":[54],"However,":[55],"these":[56,106],"applications":[57],"may":[58],"face":[59,88],"challenges,":[60],"such":[61],"as":[62],"presence":[64],"malicious":[66],"devices":[67,74,154],"that":[68,212],"invade":[69],"privacy":[71,138,143],"other":[73],"or":[75],"corrupt":[76],"uploaded":[77],"model":[78,160,224],"parameters.":[79],"Additionally,":[80],"existing":[82],"synchronous":[83],"federated":[84],"(FL)":[86],"methods":[87],"challenges":[89],"effectively":[91],"training":[92,185],"models":[93],"on":[94,249],"local":[95],"datasets":[96],"due":[97],"to":[98,125,169,180,230,238],"diversity":[100],"devices.":[103],"To":[104],"tackle":[105],"concerns,":[107],"we":[108,173],"propose":[109],"an":[110,175],"efficient":[111],"and":[112,136,155,186,203,221,247,252,263],"privacy-enhanced":[113],"asynchronous":[114,176],"FL":[115,127,242],"approach":[116,130],"for":[117],"edge-based":[121],"IoT.":[122],"In":[123],"contrast":[124],"traditional":[126],"methods,":[128],"our":[129,213,234],"combines":[131],"revocable":[132],"attribute-based":[133],"encryption":[134],"(RABE)":[135],"differential":[137],"(DP).":[139],"guarantees":[141],"entire":[146],"process":[147],"while":[148],"allowing":[149],"seamless":[150],"collaboration":[151],"between":[152],"multiple":[153],"aggregation":[157,178,225],"server":[158],"during":[159],"training.":[161],"Also,":[162],"this":[163],"combination":[164],"brings":[165],"dynamic":[167],"nature":[168],"system.":[171],"Furthermore,":[172],"utilize":[174],"weight-based":[177],"algorithm":[179],"improve":[181],"efficiency":[183],"quality":[188],"final":[191],"returned":[192],"model.":[193],"Our":[194],"proposed":[195,267],"scheme":[196],"confirmed":[198],"by":[199,219,227],"theoretical":[200],"safety":[201],"proofs":[202],"experimental":[204,256],"results":[205,257],"Performance":[209],"evaluation":[210],"shows":[211],"reduces":[215],"cryptography":[217],"runtime":[218],"63.3%":[220],"global":[223],"time":[226],"61.9%":[228],"compared":[229],"cutting-edge":[231],"schemes.":[232],"Moreover,":[233],"accuracy":[235],"comparable":[237],"most":[240],"primitive":[241],"schemes,":[243],"maintaining":[244],"86.7%,":[245],"70.8%,":[246],"86.1%":[248],"MNIST,":[250],"CIFAR-10,":[251],"Fashion-MNIST,":[253],"respectively.":[254],"The":[255],"highlight":[258],"remarkable":[260],"practicality,":[261],"resilience":[262],"effectiveness":[264],"scheme.":[268]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}