{"id":"https://openalex.org/W7161742900","doi":"https://doi.org/10.1109/mcom.001.2500643","title":"Sustainable Federated Learning in 6G Networks: The Case for Cybersecurity","display_name":"Sustainable Federated Learning in 6G Networks: The Case for Cybersecurity","publication_year":2026,"publication_date":"2026-05-19","ids":{"openalex":"https://openalex.org/W7161742900","doi":"https://doi.org/10.1109/mcom.001.2500643"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.001.2500643","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2500643","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11475/36891","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5136464860","display_name":"Gokcan Cantali","orcid":null},"institutions":[{"id":"https://openalex.org/I200744771","display_name":"ZHAW Zurich University of Applied Sciences","ror":null,"country_code":"CH","type":null,"lineage":["https://openalex.org/I200744771"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Gokcan Cantali","raw_affiliation_strings":["Z\u00fcrich University of Applied Sciences (ZHAW) InIT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Z\u00fcrich University of Applied Sciences (ZHAW) InIT","institution_ids":["https://openalex.org/I200744771"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090025398","display_name":"Wissem Soussi","orcid":"https://orcid.org/0000-0001-7493-4816"},"institutions":[{"id":"https://openalex.org/I200744771","display_name":"ZHAW Zurich University of Applied Sciences","ror":null,"country_code":"CH","type":null,"lineage":["https://openalex.org/I200744771"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Wissem Soussi","raw_affiliation_strings":["Z\u00fcrich University of Applied Sciences (ZHAW) InIT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Z\u00fcrich University of Applied Sciences (ZHAW) InIT","institution_ids":["https://openalex.org/I200744771"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136472392","display_name":"Gurkan Gur","orcid":null},"institutions":[{"id":"https://openalex.org/I200744771","display_name":"ZHAW Zurich University of Applied Sciences","ror":null,"country_code":"CH","type":null,"lineage":["https://openalex.org/I200744771"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Gurkan Gur","raw_affiliation_strings":["Z\u00fcrich University of Applied Sciences (ZHAW) InIT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Z\u00fcrich University of Applied Sciences (ZHAW) InIT","institution_ids":["https://openalex.org/I200744771"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136498844","display_name":"Burkhard Stiller","orcid":null},"institutions":[{"id":"https://openalex.org/I237525767","display_name":"Zurich Insurance Group (Switzerland)","ror":"https://ror.org/03cw8qd03","country_code":"CH","type":"company","lineage":["https://openalex.org/I237525767"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Burkhard Stiller","raw_affiliation_strings":["Communication Systems Group CSG, University of Z\u00fcrich UZH"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication Systems Group CSG, University of Z\u00fcrich UZH","institution_ids":["https://openalex.org/I237525767"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.56324395,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"64","issue":"8","first_page":"102","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.13169999420642853,"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":0.13169999420642853,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.12049999833106995,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14347","display_name":"Big Data and Digital Economy","score":0.09849999845027924,"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/key","display_name":"Key (lock)","score":0.4156000018119812},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.30219998955726624},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.2985000014305115},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.2955000102519989},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.28349998593330383}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7867000102996826},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6150000095367432},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4156000018119812},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.30219998955726624},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.2985000014305115},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.2955000102519989},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.28349998593330383},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2808000147342682},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.2766999900341034},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.257099986076355}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mcom.001.2500643","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2500643","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","raw_type":"journal-article"},{"id":"pmh:oai:digitalcollection.zhaw.ch:11475/36891","is_oa":true,"landing_page_url":"https://hdl.handle.net/11475/36891","pdf_url":null,"source":{"id":"https://openalex.org/S4306401811","display_name":"Z\u00fcrcher Hochschule f\u00fcr Angewandte Wissenschaften digital collection (Zurich University of Applied Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200744771","host_organization_name":"ZHAW Zurich University of Applied Sciences","host_organization_lineage":["https://openalex.org/I200744771"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:digitalcollection.zhaw.ch:11475/36891","is_oa":true,"landing_page_url":"https://hdl.handle.net/11475/36891","pdf_url":null,"source":{"id":"https://openalex.org/S4306401811","display_name":"Z\u00fcrcher Hochschule f\u00fcr Angewandte Wissenschaften digital collection (Zurich University of Applied Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200744771","host_organization_name":"ZHAW Zurich University of Applied Sciences","host_organization_lineage":["https://openalex.org/I200744771"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"6G":[0,44,107],"networks":[1],"are":[2],"expected":[3],"to":[4,20,63],"integrate":[5],"distributed":[6],"artificial":[7],"intelligence":[8],"methods,":[9],"such":[10],"as":[11],"federated":[12],"learning":[13],"(FL),":[14],"across":[15],"layers":[16],"from":[17,90],"core":[18],"infrastructure":[19],"end-user":[21],"applications.":[22],"While":[23],"FL":[24,73,86],"offers":[25],"significant":[26],"advantages":[27],"by":[28],"enabling":[29],"collaborative":[30],"model":[31],"training":[32],"without":[33],"sharing":[34],"local":[35],"and":[36,49,87,101],"sensitive":[37],"data,":[38],"its":[39],"deployment":[40],"in":[41],"large-scale,":[42],"complex":[43],"environments":[45],"raises":[46],"important":[47],"sustainability":[48,82],"security":[50],"concerns.":[51],"In":[52,76],"particular,":[53],"FL's":[54],"communication":[55],"overhead,":[56],"including":[57],"carbon":[58],"footprint,":[59],"requires":[60],"careful":[61],"optimization":[62],"ensure":[64],"sustainable":[65,72],"operation.":[66],"Simultaneously,":[67],"the":[68,81],"cybersecurity":[69,92],"implications":[70],"of":[71],"remain":[74],"underexplored.":[75],"this":[77],"work,":[78],"we":[79],"examine":[80],"challenges":[83],"associated":[84],"with":[85],"analyze":[88],"them":[89],"a":[91,95],"perspective":[93],"through":[94],"use":[96],"case,":[97],"highlighting":[98],"relevant":[99],"trade-offs":[100],"key":[102],"research":[103],"directions":[104],"for":[105],"future":[106],"networks.":[108]},"counts_by_year":[],"updated_date":"2026-08-08T01:25:22.217667","created_date":"2026-05-20T00:00:00"}
