{"id":"https://openalex.org/W3017087338","doi":"https://doi.org/10.1109/globecom42002.2020.9322479","title":"Secure Federated Learning in 5G Mobile Networks","display_name":"Secure Federated Learning in 5G Mobile Networks","publication_year":2020,"publication_date":"2020-12-01","ids":{"openalex":"https://openalex.org/W3017087338","doi":"https://doi.org/10.1109/globecom42002.2020.9322479","mag":"3017087338"},"language":"en","primary_location":{"id":"doi:10.1109/globecom42002.2020.9322479","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom42002.2020.9322479","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2020 - 2020 IEEE Global Communications Conference","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2004.06700","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045051339","display_name":"Martin Isaksson","orcid":"https://orcid.org/0000-0001-9972-0179"},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]},{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Martin Isaksson","raw_affiliation_strings":["KTH Royal Institute of Technology, School of Electrical Engineering and Computer Science","Artificial Intelligence Torshamnsgatan 21,Ericsson Research,Stockholm,Sweden,SE-16483"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology, School of Electrical Engineering and Computer Science","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"Artificial Intelligence Torshamnsgatan 21,Ericsson Research,Stockholm,Sweden,SE-16483","institution_ids":["https://openalex.org/I1306339040"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005478348","display_name":"Karl Norrman","orcid":"https://orcid.org/0000-0003-0164-1478"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Karl Norrman","raw_affiliation_strings":["KTH Royal Institute of Technology, School of Electrical Engineering and Computer Science","Royal Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology, School of Electrical Engineering and Computer Science","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"Royal Institute of Technology","institution_ids":["https://openalex.org/I86987016"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5416,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.72821314,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9980000257492065,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9962999820709229,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8258750438690186},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.745506227016449},{"id":"https://openalex.org/keywords/enabling","display_name":"Enabling","score":0.731529712677002},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.6538726091384888},{"id":"https://openalex.org/keywords/confidentiality","display_name":"Confidentiality","score":0.6024065017700195},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5921599864959717},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.48226529359817505},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.45036929845809937},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4494282603263855},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3644907772541046},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32691138982772827},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.16719502210617065},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13170605897903442}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8258750438690186},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.745506227016449},{"id":"https://openalex.org/C22607594","wikidata":"https://www.wikidata.org/wiki/Q5375150","display_name":"Enabling","level":2,"score":0.731529712677002},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.6538726091384888},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.6024065017700195},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5921599864959717},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.48226529359817505},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.45036929845809937},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4494282603263855},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3644907772541046},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32691138982772827},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.16719502210617065},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13170605897903442},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/globecom42002.2020.9322479","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom42002.2020.9322479","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2020 - 2020 IEEE Global Communications Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2004.06700","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.06700","pdf_url":"https://arxiv.org/pdf/2004.06700","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3017087338","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2004.06700.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:DiVA.org:kth-273183","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-273183","pdf_url":null,"source":{"id":"https://openalex.org/S4306401560","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"},{"id":"pmh:oai:DiVA.org:kth-301215","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-301215","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"},{"id":"doi:10.48550/arxiv.2004.06700","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2004.06700","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2004.06700","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.06700","pdf_url":"https://arxiv.org/pdf/2004.06700","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322327","display_name":"Knut och Alice Wallenbergs Stiftelse","ror":"https://ror.org/004hzzk67"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1506423323","https://openalex.org/W1533710990","https://openalex.org/W2194775991","https://openalex.org/W2541884796","https://openalex.org/W2591882872","https://openalex.org/W2767079719","https://openalex.org/W2944844562","https://openalex.org/W2949650786","https://openalex.org/W2953584774","https://openalex.org/W2979681796","https://openalex.org/W2981126332","https://openalex.org/W2995022099","https://openalex.org/W3009927559","https://openalex.org/W3038028469","https://openalex.org/W6631914257","https://openalex.org/W6728757088","https://openalex.org/W6759226220","https://openalex.org/W6762375199","https://openalex.org/W6768881589","https://openalex.org/W6771536673","https://openalex.org/W6776567228"],"related_works":["https://openalex.org/W2541884796","https://openalex.org/W3183233421","https://openalex.org/W3006655855","https://openalex.org/W2777726965","https://openalex.org/W1571447526","https://openalex.org/W2766152907","https://openalex.org/W2948004280","https://openalex.org/W2092160570","https://openalex.org/W2900740959","https://openalex.org/W3210342902","https://openalex.org/W3158495221","https://openalex.org/W2805002158","https://openalex.org/W2554755911","https://openalex.org/W3046771441","https://openalex.org/W3094840931","https://openalex.org/W3117926661","https://openalex.org/W3123975403","https://openalex.org/W2922354596","https://openalex.org/W1998719081","https://openalex.org/W3094735607"],"abstract_inverted_index":{"Machine":[0],"Learning":[1,56],"(ML)":[2],"is":[3],"an":[4],"important":[5],"enabler":[6],"for":[7,73],"optimizing,":[8],"securing":[9],"and":[10,19,66,84],"managing":[11],"mobile":[12],"networks.":[13],"This":[14],"leads":[15],"to":[16,32,38,41,46],"increased":[17],"collection":[18],"processing":[20],"of":[21,50,77],"data":[22],"from":[23],"network":[24],"functions,":[25],"which":[26],"in":[27],"turn":[28],"may":[29],"increase":[30],"threats":[31,40],"sensitive":[33],"end-user":[34,42],"information.":[35],"Consequently,":[36],"mechanisms":[37],"reduce":[39],"privacy":[43],"are":[44],"needed":[45],"take":[47],"full":[48],"advantage":[49],"ML.":[51],"We":[52,80],"seamlessly":[53],"integrate":[54],"Federated":[55],"(FL)":[57],"into":[58],"the":[59,75,82],"3GPP5G":[60],"Network":[61],"Data":[62],"Analytics":[63],"(NWDA)":[64],"architecture,":[65],"add":[67],"a":[68],"Multi-Party":[69],"Computation":[70],"(MPC)":[71],"protocol":[72,83],"protecting":[74],"confidentiality":[76],"local":[78],"updates.":[79],"evaluate":[81],"find":[85],"that":[86],"it":[87],"has":[88],"much":[89],"lower":[90],"communication":[91],"overhead":[92],"than":[93],"previous":[94],"work,":[95],"without":[96],"affecting":[97],"ML":[98],"performance.":[99]},"counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}