{"id":"https://openalex.org/W3015076457","doi":"https://doi.org/10.1109/mnet.001.1900156","title":"Fog Intelligence for Network Anomaly Detection","display_name":"Fog Intelligence for Network Anomaly Detection","publication_year":2020,"publication_date":"2020-03-01","ids":{"openalex":"https://openalex.org/W3015076457","doi":"https://doi.org/10.1109/mnet.001.1900156","mag":"3015076457"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.001.1900156","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.001.1900156","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2505.21563","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100420873","display_name":"Kai Yang","orcid":"https://orcid.org/0000-0002-5983-198X"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Yang","raw_affiliation_strings":["Tongji University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tongji University","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064214030","display_name":"Hui Ma","orcid":"https://orcid.org/0000-0002-2702-7065"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Ma","raw_affiliation_strings":["Tongji University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tongji University","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082430901","display_name":"Shaoyu Dou","orcid":"https://orcid.org/0000-0002-8899-4788"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoyu Dou","raw_affiliation_strings":["Tongji University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tongji University","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":1.0583,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.74497083,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"34","issue":"2","first_page":"78","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9976000189781189,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9976000189781189,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9962999820709229,"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/T12079","display_name":"IoT Networks and Protocols","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":0.8445414304733276},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6236620545387268},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5935146808624268},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5795365571975708},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5575736165046692},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.49557459354400635},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.49542057514190674},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.45887911319732666},{"id":"https://openalex.org/keywords/radio-access-network","display_name":"Radio access network","score":0.43373268842697144},{"id":"https://openalex.org/keywords/wireless-wan","display_name":"Wireless WAN","score":0.4174342751502991},{"id":"https://openalex.org/keywords/network-management","display_name":"Network management","score":0.4164718985557556},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.4101871848106384},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3871152400970459},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27737587690353394},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.25959792733192444},{"id":"https://openalex.org/keywords/key-distribution-in-wireless-sensor-networks","display_name":"Key distribution in wireless sensor networks","score":0.249357670545578},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16284945607185364}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8445414304733276},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6236620545387268},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5935146808624268},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5795365571975708},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5575736165046692},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.49557459354400635},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.49542057514190674},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.45887911319732666},{"id":"https://openalex.org/C106365562","wikidata":"https://www.wikidata.org/wiki/Q3078360","display_name":"Radio access network","level":4,"score":0.43373268842697144},{"id":"https://openalex.org/C87379069","wikidata":"https://www.wikidata.org/wiki/Q938054","display_name":"Wireless WAN","level":5,"score":0.4174342751502991},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.4164718985557556},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.4101871848106384},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3871152400970459},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27737587690353394},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.25959792733192444},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.249357670545578},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16284945607185364},{"id":"https://openalex.org/C207029474","wikidata":"https://www.wikidata.org/wiki/Q384018","display_name":"Mobile station","level":3,"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mnet.001.1900156","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.001.1900156","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2505.21563","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2505.21563","pdf_url":"https://arxiv.org/pdf/2505.21563","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2505.21563","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2505.21563","pdf_url":"https://arxiv.org/pdf/2505.21563","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2113944037","https://openalex.org/W2114337635","https://openalex.org/W2170018742","https://openalex.org/W2172198163","https://openalex.org/W2258290385","https://openalex.org/W2416799949","https://openalex.org/W2547793278","https://openalex.org/W2579247884","https://openalex.org/W2589642470","https://openalex.org/W2615358882","https://openalex.org/W2784212229","https://openalex.org/W2786070938","https://openalex.org/W2886459722","https://openalex.org/W2890942945","https://openalex.org/W2953384591","https://openalex.org/W6713134421"],"related_works":["https://openalex.org/W1984267261","https://openalex.org/W2011823897","https://openalex.org/W4293732132","https://openalex.org/W2384267957","https://openalex.org/W2347249702","https://openalex.org/W2370693492","https://openalex.org/W2965141757","https://openalex.org/W1573395239","https://openalex.org/W2374670545","https://openalex.org/W2378053848"],"abstract_inverted_index":{"Anomalies":[0],"are":[1,105],"common":[2],"in":[3,74],"network":[4,10,29,55,66,70,139],"system":[5],"monitoring.":[6],"When":[7],"manifested":[8],"as":[9,46,48],"threats":[11],"to":[12,17,23,62,81,111],"be":[13,18,24,93],"mitigated,":[14],"service":[15],"outages":[16],"prevented,":[19],"and":[20,39,52,67,149,160],"security":[21],"risks":[22],"ameliorated,":[25],"detecting":[26],"such":[27],"anomalous":[28],"behaviors":[30],"becomes":[31],"of":[32,41,54,89,118,120,145,166],"great":[33],"importance.":[34],"However,":[35,100],"the":[36,42,49,143,154],"growing":[37],"scale":[38],"complexity":[40],"mobile":[43,65,121],"communication":[44],"networks,":[45],"well":[47,161],"ever-increasing":[50],"amount":[51],"dimensionality":[53],"surveillance":[56],"data,":[57],"make":[58],"it":[59],"extremely":[60],"difficult":[61],"monitor":[63],"a":[64,130,167],"discover":[68],"abnormal":[69],"behaviors.":[71],"Recent":[72],"advances":[73],"machine":[75,102,132],"learning":[76,103,133],"allow":[77],"obtaining":[78],"near-optimal":[79],"solutions":[80],"complicated":[82],"decision":[83],"making":[84],"problems":[85],"with":[86,116],"many":[87],"sources":[88],"uncertainty":[90],"that":[91,135],"cannot":[92],"accurately":[94],"characterized":[95],"by":[96],"traditional":[97],"mathematical":[98],"models.":[99],"most":[101],"algorithms":[104],"centralized,":[106],"which":[107],"renders":[108],"them":[109],"inapplicable":[110],"large-scale":[112],"distributed":[113,131,168],"wireless":[114,138,169],"networks":[115],"tens":[117],"millions":[119],"devices.":[122],"In":[123],"this":[124],"article,":[125],"we":[126],"present":[127],"fog":[128],"intelligence,":[129],"architecture":[134,156],"enables":[136],"intelligent":[137,164],"management.":[140],"It":[141],"preserves":[142],"advantage":[144],"both":[146],"edge":[147],"processing":[148],"centralized":[150],"cloud":[151],"computing.":[152],"Furthermore,":[153],"proposed":[155],"is":[157],"scalable,":[158],"privacy-preserving,":[159],"suited":[162],"for":[163],"management":[165],"network.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
