{"id":"https://openalex.org/W3044131578","doi":"https://doi.org/10.1109/jiot.2020.3011521","title":"A Scalable and Energy-Efficient Anomaly Detection Scheme in Wireless SDN-Based mMTC Networks for IoT","display_name":"A Scalable and Energy-Efficient Anomaly Detection Scheme in Wireless SDN-Based mMTC Networks for IoT","publication_year":2020,"publication_date":"2020-07-23","ids":{"openalex":"https://openalex.org/W3044131578","doi":"https://doi.org/10.1109/jiot.2020.3011521","mag":"3044131578"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2020.3011521","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.3011521","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-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/A5017735092","display_name":"Bizhu Wang","orcid":"https://orcid.org/0000-0001-9259-9126"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Bizhu Wang","raw_affiliation_strings":["Queen Mary University of London, London, U.K"],"affiliations":[{"raw_affiliation_string":"Queen Mary University of London, London, U.K","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063316795","display_name":"Yan Sun","orcid":"https://orcid.org/0000-0002-0839-1769"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yan Sun","raw_affiliation_strings":["Queen Mary University of London, London, U.K"],"affiliations":[{"raw_affiliation_string":"Queen Mary University of London, London, U.K","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061030501","display_name":"Xiaodong Xu","orcid":"https://orcid.org/0000-0003-4245-5989"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Xu","raw_affiliation_strings":["National Engineering Laboratory for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017735092"],"corresponding_institution_ids":["https://openalex.org/I166337079"],"apc_list":null,"apc_paid":null,"fwci":3.2234,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.92251337,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":"3","first_page":"1388","last_page":"1405"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9997000098228455,"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/T10400","display_name":"Network Security and Intrusion Detection","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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9943000078201294,"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/computer-science","display_name":"Computer science","score":0.780696451663971},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7031208276748657},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6846209764480591},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.615411102771759},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5592009425163269},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.530000627040863},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5259416699409485},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.42934292554855347},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4266621768474579},{"id":"https://openalex.org/keywords/reconfigurability","display_name":"Reconfigurability","score":0.421924889087677},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.36135685443878174},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35988906025886536},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11741456389427185},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10477888584136963},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.10295018553733826}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.780696451663971},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7031208276748657},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6846209764480591},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.615411102771759},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5592009425163269},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.530000627040863},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5259416699409485},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.42934292554855347},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4266621768474579},{"id":"https://openalex.org/C2780149590","wikidata":"https://www.wikidata.org/wiki/Q7302742","display_name":"Reconfigurability","level":2,"score":0.421924889087677},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36135685443878174},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35988906025886536},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11741456389427185},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10477888584136963},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.10295018553733826},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2020.3011521","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.3011521","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"},{"id":"pmh:oai:qmro.qmul.ac.uk:123456789/69799","is_oa":false,"landing_page_url":"https://qmro.qmul.ac.uk/xmlui/handle/123456789/69799","pdf_url":null,"source":{"id":"https://openalex.org/S4306400530","display_name":"Queen Mary Research Online (Queen Mary University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G5298608567","display_name":null,"funder_award_id":"61871045","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W331141525","https://openalex.org/W1532801683","https://openalex.org/W1577498723","https://openalex.org/W1803592988","https://openalex.org/W2008794526","https://openalex.org/W2017524370","https://openalex.org/W2035817047","https://openalex.org/W2065776696","https://openalex.org/W2077488147","https://openalex.org/W2112700013","https://openalex.org/W2131489444","https://openalex.org/W2136504847","https://openalex.org/W2163375756","https://openalex.org/W2183397118","https://openalex.org/W2205672040","https://openalex.org/W2528215076","https://openalex.org/W2560162835","https://openalex.org/W2590050480","https://openalex.org/W2663542053","https://openalex.org/W2762715230","https://openalex.org/W2769236062","https://openalex.org/W2786320535","https://openalex.org/W2808238922","https://openalex.org/W2910068345","https://openalex.org/W2920904484","https://openalex.org/W2924689635","https://openalex.org/W3098576337","https://openalex.org/W4240624566","https://openalex.org/W6680140577"],"related_works":["https://openalex.org/W1544665014","https://openalex.org/W2748364266","https://openalex.org/W4243861219","https://openalex.org/W2556374054","https://openalex.org/W2069545207","https://openalex.org/W2092579166","https://openalex.org/W2969723039","https://openalex.org/W1977947048","https://openalex.org/W2914540329","https://openalex.org/W2111773953"],"abstract_inverted_index":{"As":[0],"a":[1,18,22,37,102,116,120,124,130,172,180],"typical":[2],"Internet-of-Things":[3],"(IoT)":[4],"scenario,":[5],"massive":[6],"machine-type":[7],"communications":[8],"(mMTC)":[9],"services":[10],"are":[11],"expected":[12],"to":[13,40],"grow":[14],"exponentially":[15],"and":[16,108,129,150,174,203,238],"create":[17],"multibillion-dollar":[19],"industry":[20],"spanning":[21],"broad":[23],"range":[24],"of":[25,44,49,58,72,74,115,146,155,161,196,206],"vertical":[26],"sectors.":[27],"In":[28],"literature,":[29],"wireless":[30],"software-defined":[31],"network":[32,88],"(SDN)":[33],"is":[34,144,168],"viewed":[35],"as":[36,77,79],"promising":[38],"approach":[39],"facilitate":[41],"the":[42,59,69,75,87,94,136,141,153,162,190,199,204,216,221,229,244],"degree":[43],"reconfigurability":[45],"on":[46,208,235],"extended":[47],"sets":[48],"mMTC":[50],"devices":[51],"via":[52,158],"centralized":[53,98],"software":[54],"updates.":[55],"However,":[56],"most":[57],"current":[60],"anomaly":[61,110,126,185],"detection":[62,111,117,127,177,186],"scheme":[63,112,187,192,218,231],"(ADS)":[64],"in":[65,86,97],"SDN":[66],"suffers":[67],"from":[68,198],"high":[70],"risk":[71,154],"overwhelming":[73],"controller":[76],"well":[78],"excessive":[80],"energy":[81,156,223],"consumption":[82,224],"if":[83],"directly":[84],"applied":[85],"with":[89,243],"enormous":[90],"devices.":[91],"To":[92],"address":[93],"scalability":[95],"issues":[96],"ADS,":[99],"we":[100],"propose":[101],"localized":[103,173,181],"ADS":[104,143],"scheme,":[105],"called":[106,179],"scalable":[107],"energy-efficient":[109],"(SEE-ADS),":[113],"comprising":[114],"activation":[118,160,202],"module,":[119,123,128,178],"lightweight":[121],"predetection":[122,207],"heavyweight":[125,163,176,201,226],"dynamic":[131],"strategy":[132],"selection":[133],"module.":[134],"Through":[135],"cooperation":[137],"among":[138],"these":[139],"modules,":[140],"proposed":[142,191,217,230],"capable":[145],"detecting":[147],"attacks":[148],"dynamically":[149],"effectively":[151],"without":[152],"depletion":[157],"discontinuous":[159],"detection.":[164,227],"The":[165,211],"lower":[166],"complexity":[167],"fulfilled":[169],"by":[170],"developing":[171],"adaptive":[175],"evolving":[182],"semisupervised":[183],"learning-based":[184],"(LESLA).":[188],"Besides,":[189],"makes":[193],"full":[194],"use":[195],"feedback":[197],"previous":[200],"indication":[205],"each":[209],"packet.":[210],"simulation":[212],"results":[213],"show":[214],"that":[215],"greatly":[219],"reduces":[220],"overall":[222],"over":[225],"Furthermore,":[228],"shows":[232],"higher":[233],"sensitivity":[234],"abnormal":[236],"packets":[237],"similar":[239],"false":[240],"alarm":[241],"compared":[242],"literature":[245],"work.":[246]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
