{"id":"https://openalex.org/W4286507519","doi":"https://doi.org/10.1109/6gnet54646.2022.9830390","title":"Anomaly Detection for 5G Softwarized Infrastructures with Federated Learning","display_name":"Anomaly Detection for 5G Softwarized Infrastructures with Federated Learning","publication_year":2022,"publication_date":"2022-07-06","ids":{"openalex":"https://openalex.org/W4286507519","doi":"https://doi.org/10.1109/6gnet54646.2022.9830390"},"language":"en","primary_location":{"id":"doi:10.1109/6gnet54646.2022.9830390","is_oa":false,"landing_page_url":"https://doi.org/10.1109/6gnet54646.2022.9830390","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 1st International Conference on 6G Networking (6GNet)","raw_type":"proceedings-article"},"type":"preprint","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/A5082326022","display_name":"Salah Bin Ruba","orcid":null},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Salah Bin Ruba","raw_affiliation_strings":["Cnam,Paris,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cnam,Paris,France","institution_ids":["https://openalex.org/I124158823"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057898023","display_name":"Nour-El-Houda Yellas","orcid":"https://orcid.org/0000-0001-7769-6243"},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nour El-Houda Yellas","raw_affiliation_strings":["Cnam,Paris,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cnam,Paris,France","institution_ids":["https://openalex.org/I124158823"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025676566","display_name":"Stefano Secci","orcid":"https://orcid.org/0000-0002-6129-0676"},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Stefano Secci","raw_affiliation_strings":["Cnam,Paris,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cnam,Paris,France","institution_ids":["https://openalex.org/I124158823"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082326022"],"corresponding_institution_ids":["https://openalex.org/I124158823"],"apc_list":null,"apc_paid":null,"fwci":1.388,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.84219198,"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":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9987999796867371,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9987999796867371,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9973000288009644,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9921000003814697,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.8545107841491699},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7540150284767151},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.7394073009490967},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7162953615188599},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.47950440645217896},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4175987243652344},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40016573667526245},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3318002223968506},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12318593263626099}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.8545107841491699},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7540150284767151},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.7394073009490967},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7162953615188599},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.47950440645217896},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4175987243652344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40016573667526245},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3318002223968506},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12318593263626099},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/6gnet54646.2022.9830390","is_oa":false,"landing_page_url":"https://doi.org/10.1109/6gnet54646.2022.9830390","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 1st International Conference on 6G Networking (6GNet)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03712114v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03712114","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2022 1st International Conference on 6G Networking (6GNet), Jul 2022, Paris, France. &#x27E8;10.1109/6GNet54646.2022.9830390&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2283463896","https://openalex.org/W3071416990","https://openalex.org/W4220822635","https://openalex.org/W4283075614","https://openalex.org/W4318619660"],"related_works":["https://openalex.org/W1555349535","https://openalex.org/W1556451512","https://openalex.org/W4234091740","https://openalex.org/W4213350282","https://openalex.org/W2230171082","https://openalex.org/W2583128298","https://openalex.org/W2369125128","https://openalex.org/W2022275305","https://openalex.org/W2134423494","https://openalex.org/W3160236137"],"abstract_inverted_index":{"We":[0,65],"present":[1],"how":[2,67],"to":[3,35,44],"distribute":[4],"an":[5],"anomaly":[6,57],"detection":[7,58],"framework":[8],"at":[9],"the":[10,13,38,68],"state":[11],"of":[12,41,51],"art,":[14],"called":[15],"SYRROCA":[16],"(SYstem":[17],"Radiography":[18],"and":[19,26,48,73],"ROot":[20],"Cause":[21],"Analysis),":[22],"for":[23,61],"edge":[24],"computing":[25],"5G":[27],"environment,":[28],"using":[29],"federated":[30,42],"learning.":[31],"The":[32],"goal":[33],"is":[34],"leverage":[36],"on":[37],"distributed":[39],"nature":[40],"learning":[43],"support":[45],"data":[46],"locality":[47],"local":[49],"training":[50],"artificial":[52],"intelligence":[53],"modules,":[54],"such":[55],"as":[56],"modules":[59,71],"needed":[60],"closed-loop":[62],"automation":[63],"systems.":[64],"describe":[66],"different":[69],"functional":[70],"interact":[72],"can":[74],"be":[75],"demonstrated.":[76]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-14T08:36:36.166977","created_date":"2022-07-22T00:00:00"}
