{"id":"https://openalex.org/W4285813783","doi":"https://doi.org/10.1109/iwcmc55113.2022.9824826","title":"Robust Decentralized Federated Learning Using Collaborative Decisions","display_name":"Robust Decentralized Federated Learning Using Collaborative Decisions","publication_year":2022,"publication_date":"2022-05-30","ids":{"openalex":"https://openalex.org/W4285813783","doi":"https://doi.org/10.1109/iwcmc55113.2022.9824826"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc55113.2022.9824826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc55113.2022.9824826","pdf_url":null,"source":{"id":"https://openalex.org/S4363605313","display_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-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/A5030059926","display_name":"Ala Gouissem","orcid":"https://orcid.org/0000-0002-5245-7681"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"A. Gouissem","raw_affiliation_strings":["Qatar University,Computer Science and Engineering,Qatar","Computer Science and Engineering, Qatar University, Qatar"],"affiliations":[{"raw_affiliation_string":"Qatar University,Computer Science and Engineering,Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Computer Science and Engineering, Qatar University, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051848738","display_name":"Khalid Abualsaud","orcid":"https://orcid.org/0000-0002-6693-3386"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"K. Abualsaud","raw_affiliation_strings":["Qatar University,Computer Science and Engineering,Qatar","Computer Science and Engineering, Qatar University, Qatar"],"affiliations":[{"raw_affiliation_string":"Qatar University,Computer Science and Engineering,Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Computer Science and Engineering, Qatar University, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012304239","display_name":"Elias Yaacoub","orcid":"https://orcid.org/0000-0002-3318-0621"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"E. Yaacoub","raw_affiliation_strings":["Qatar University,Computer Science and Engineering,Qatar","Computer Science and Engineering, Qatar University, Qatar"],"affiliations":[{"raw_affiliation_string":"Qatar University,Computer Science and Engineering,Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Computer Science and Engineering, Qatar University, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024641789","display_name":"Tamer Khattab","orcid":"https://orcid.org/0000-0003-2347-9555"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"T. Khattab","raw_affiliation_strings":["Qatar University,Electrical Engineering,Qatar","Electrical Engineering, Qatar University, Qatar"],"affiliations":[{"raw_affiliation_string":"Qatar University,Electrical Engineering,Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Electrical Engineering, Qatar University, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057916222","display_name":"Mohsen Guizani","orcid":"https://orcid.org/0000-0002-8972-8094"},"institutions":[{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"M. Guizani","raw_affiliation_strings":["Mohamed Bin Zayed University of Artificial Intelligence,Machine Learning Department,UAE","Machine Learning Department, Mohamed Bin Zayed University of Artificial Intelligence, UAE"],"affiliations":[{"raw_affiliation_string":"Mohamed Bin Zayed University of Artificial Intelligence,Machine Learning Department,UAE","institution_ids":["https://openalex.org/I4210113480"]},{"raw_affiliation_string":"Machine Learning Department, Mohamed Bin Zayed University of Artificial Intelligence, UAE","institution_ids":["https://openalex.org/I4210113480"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5030059926"],"corresponding_institution_ids":["https://openalex.org/I60342839"],"apc_list":null,"apc_paid":null,"fwci":0.7276,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7067981,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"254","last_page":"258"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9980000257492065,"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":0.9980000257492065,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.987500011920929,"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":0.8351135849952698},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.7012779116630554},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.6898114681243896},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5093854069709778},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.5050168633460999},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.491958349943161},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.48651212453842163},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4736191928386688},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4733550548553467},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.45964622497558594},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.38682791590690613},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3582265377044678},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.351739764213562},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3378641605377197},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3346831202507019},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08101052045822144}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8351135849952698},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.7012779116630554},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.6898114681243896},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5093854069709778},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.5050168633460999},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.491958349943161},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.48651212453842163},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4736191928386688},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4733550548553467},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.45964622497558594},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38682791590690613},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3582265377044678},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.351739764213562},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3378641605377197},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3346831202507019},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08101052045822144},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iwcmc55113.2022.9824826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc55113.2022.9824826","pdf_url":null,"source":{"id":"https://openalex.org/S4363605313","display_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"},{"id":"pmh:oai:qspace.qu.edu.qa:10576/35051","is_oa":false,"landing_page_url":"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85135357301&origin=inward","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332753","display_name":"Qatar National Research Fund","ror":"https://ror.org/01svaqq28"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2060277733","https://openalex.org/W2114109296","https://openalex.org/W2162800060","https://openalex.org/W2346406435","https://openalex.org/W2614254310","https://openalex.org/W2752689052","https://openalex.org/W2766033684","https://openalex.org/W2772386872","https://openalex.org/W2788816110","https://openalex.org/W2808423829","https://openalex.org/W2897230576","https://openalex.org/W2945262235","https://openalex.org/W2969231791","https://openalex.org/W3016256827","https://openalex.org/W3045715216","https://openalex.org/W3097817814","https://openalex.org/W3138944253","https://openalex.org/W3144089649","https://openalex.org/W3180608480","https://openalex.org/W3214349101","https://openalex.org/W4318619660","https://openalex.org/W6728757088","https://openalex.org/W6743821447","https://openalex.org/W6745300778","https://openalex.org/W6755616390","https://openalex.org/W6762326562","https://openalex.org/W6767074001"],"related_works":["https://openalex.org/W11356396","https://openalex.org/W482721","https://openalex.org/W14807188","https://openalex.org/W13536281","https://openalex.org/W4771408","https://openalex.org/W7982726","https://openalex.org/W5590877","https://openalex.org/W9177359","https://openalex.org/W7390500","https://openalex.org/W14471487"],"abstract_inverted_index":{"Federated":[0],"Learning":[1],"(FL)":[2],"has":[3],"attracted":[4],"a":[5,34,49,75,85,90],"lot":[6],"of":[7,44,58,74,94,101],"attention":[8],"in":[9,105],"numerous":[10],"applications":[11],"due":[12],"to":[13,47,66,79,83],"recent":[14],"data":[15,22],"privacy":[16],"regulations":[17],"and":[18,62],"increased":[19],"awareness":[20],"about":[21],"handling":[23],"issues,":[24],"combined":[25],"with":[26],"the":[27,56,102,117],"ever-increasing":[28],"big-data":[29],"sizes.":[30],"This":[31],"paper":[32],"proposes":[33],"server-less,":[35],"robust":[36],"FL":[37],"training":[38],"mechanism":[39,78],"that":[40],"allows":[41],"any":[42,59,96],"set":[43],"participating":[45],"data-owners":[46],"train":[48],"neural":[50],"network":[51],"(NN)":[52],"model":[53,86],"collaboratively":[54],"without":[55],"assistance":[57],"central":[60],"node":[61,82],"while":[63],"being":[64],"resilient":[65],"Byzantine":[67],"attacks.":[68],"The":[69,99],"proposed":[70,103],"approach":[71,104],"makes":[72],"use":[73],"dual-way":[76],"update":[77],"allow":[80],"each":[81],"take":[84],"forwarding":[87],"decision":[88,93],"towards":[89],"global":[91],"collaborative":[92],"isolating":[95],"malicious":[97],"updates.":[98],"efficiency":[100],"detecting":[106],"cardiac":[107],"irregularities":[108],"is":[109],"verified":[110],"using":[111],"simulation":[112],"results":[113],"conducted":[114],"based":[115],"on":[116],"Physikalisch-Technische":[118],"Bundesanstalt":[119],"Database":[120],"electro-cardiogram":[121],"(PTBDB":[122],"ECG)":[123],"dataset.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
