{"id":"https://openalex.org/W4402156022","doi":"https://doi.org/10.1109/icc51166.2024.10622648","title":"6G mmWave Security: Next-Gen Protection with Federated Learning","display_name":"6G mmWave Security: Next-Gen Protection with Federated Learning","publication_year":2024,"publication_date":"2024-06-09","ids":{"openalex":"https://openalex.org/W4402156022","doi":"https://doi.org/10.1109/icc51166.2024.10622648"},"language":"en","primary_location":{"id":"doi:10.1109/icc51166.2024.10622648","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc51166.2024.10622648","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2024 - IEEE International Conference on Communications","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/A5029512928","display_name":"Ammar Kamal Abasi","orcid":"https://orcid.org/0000-0003-0725-6167"},"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":true,"raw_author_name":"Ammar Kamal Abasi","raw_affiliation_strings":["Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI),Abu Dhabi,UAE"],"affiliations":[{"raw_affiliation_string":"Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI),Abu Dhabi,UAE","institution_ids":["https://openalex.org/I4210113480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020975697","display_name":"Moayad Aloqaily","orcid":"https://orcid.org/0000-0003-2443-7234"},"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":"Moayad Aloqaily","raw_affiliation_strings":["Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI),Abu Dhabi,UAE"],"affiliations":[{"raw_affiliation_string":"Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI),Abu Dhabi,UAE","institution_ids":["https://openalex.org/I4210113480"]}]},{"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":"Mohsen Guizani","raw_affiliation_strings":["Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI),Abu Dhabi,UAE"],"affiliations":[{"raw_affiliation_string":"Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI),Abu Dhabi,UAE","institution_ids":["https://openalex.org/I4210113480"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5029512928"],"corresponding_institution_ids":["https://openalex.org/I4210113480"],"apc_list":null,"apc_paid":null,"fwci":1.0624,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77191785,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"4281","last_page":"4286"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9994000196456909,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9979000091552734,"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":0.6740761995315552},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.38011789321899414}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6740761995315552},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.38011789321899414}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc51166.2024.10622648","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc51166.2024.10622648","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2024 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W3163024989","https://openalex.org/W3197340217","https://openalex.org/W4206586673","https://openalex.org/W4286255078","https://openalex.org/W4288574671","https://openalex.org/W4310385871","https://openalex.org/W4312746941","https://openalex.org/W4313887511","https://openalex.org/W4315630337","https://openalex.org/W4319068858","https://openalex.org/W4327779012","https://openalex.org/W4367146901","https://openalex.org/W4385079033","https://openalex.org/W4385837571","https://openalex.org/W4386025671","https://openalex.org/W4386231154","https://openalex.org/W4386308244","https://openalex.org/W4392175542"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"The":[0,79],"rapid":[1],"evolution":[2],"of":[3,22,81,134],"6G":[4],"networks":[5],"has":[6],"brought":[7],"novel":[8],"security":[9,30],"and":[10,31,60,101,118],"privacy":[11,32,92],"challenges":[12],"in":[13,34,64,113,144,152],"managing":[14],"user":[15,90],"data,":[16],"particularly":[17],"with":[18,147],"the":[19,65,73,114,126,132,135],"extensive":[20],"use":[21],"millimeter":[23],"wave":[24],"communications":[25],"(mmWave)":[26],"technology.":[27],"Ensuring":[28],"robust":[29],"preservation":[33],"this":[35],"dynamic":[36],"network":[37],"environment":[38],"is":[39,93],"paramount.":[40],"This":[41],"paper":[42],"explores":[43],"a":[44],"multifaceted":[45],"approach":[46],"to":[47,68,83],"address":[48],"these":[49],"challenges,":[50],"focusing":[51],"on":[52,98],"Federated":[53],"Learning":[54],"(FL)":[55],"for":[56],"mmWave":[57],"beam":[58,85],"prediction":[59,86],"utilizing":[61],"outlier":[62,111],"detection":[63,112],"aggregation":[66,115],"process":[67,116],"mitigate":[69],"adversarial":[70],"attacks":[71],"like":[72],"Fast":[74],"Gradient":[75],"Sign":[76],"Method":[77],"(FGSM).":[78],"potential":[80],"FL":[82,127],"enhance":[84],"accuracy":[87],"while":[88],"safeguarding":[89],"data":[91,145],"investigated":[94],"by":[95],"training":[96],"models":[97],"edge":[99],"devices":[100],"aggregating":[102],"model":[103,121],"updates":[104],"rather":[105],"than":[106],"raw":[107],"data.":[108],"Furthermore,":[109],"integrating":[110],"identifies":[117],"filters":[119],"malicious":[120],"up-dates":[122],"that":[123],"may":[124],"compromise":[125],"system's":[128],"integrity.":[129],"Simulations":[130],"assessing":[131],"robustness":[133],"proposed":[136],"system":[137],"against":[138],"various":[139],"threats":[140],"reveal":[141],"substantial":[142],"enhancement":[143],"security,":[146],"an":[148],"average":[149],"15.30%":[150],"increase":[151],"defense":[153],"effectiveness.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}