{"id":"https://openalex.org/W3048848706","doi":"https://doi.org/10.1109/jiot.2020.3015987","title":"Toward Anomaly Behavior Detection as an Edge Network Service Using a Dual-Task Interactive Guided Neural Network","display_name":"Toward Anomaly Behavior Detection as an Edge Network Service Using a Dual-Task Interactive Guided Neural Network","publication_year":2020,"publication_date":"2020-08-12","ids":{"openalex":"https://openalex.org/W3048848706","doi":"https://doi.org/10.1109/jiot.2020.3015987","mag":"3048848706"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2020.3015987","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.3015987","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/A5083510126","display_name":"Kehua Guo","orcid":"https://orcid.org/0000-0003-4143-6399"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kehua Guo","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100380060","display_name":"Bin Hu","orcid":"https://orcid.org/0000-0002-2974-1166"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Hu","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100357293","display_name":"Jianhua Ma","orcid":"https://orcid.org/0000-0003-4497-0407"},"institutions":[{"id":"https://openalex.org/I204291657","display_name":"Hosei University","ror":"https://ror.org/00bx6dj65","country_code":"JP","type":"education","lineage":["https://openalex.org/I204291657"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jianhua Ma","raw_affiliation_strings":["Faculty of Computer and Information Sciences, Hosei University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Sciences, Hosei University, Tokyo, Japan","institution_ids":["https://openalex.org/I204291657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060879177","display_name":"Sheng Ren","orcid":"https://orcid.org/0000-0002-3597-7124"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Ren","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044667488","display_name":"Ze Tao","orcid":"https://orcid.org/0000-0001-6664-873X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ze Tao","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100410001","display_name":"Jian Zhang","orcid":"https://orcid.org/0000-0002-7852-4934"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5083510126"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":1.8558,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.88488294,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":"16","first_page":"12623","last_page":"12637"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","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/T11512","display_name":"Anomaly Detection Techniques and Applications","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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9976999759674072,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.845187783241272},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7553866505622864},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7370877265930176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5966792106628418},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5341201424598694},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.48484838008880615},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46675634384155273},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.45642516016960144},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4340859651565552},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4328952729701996},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4193003177642822},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36403870582580566}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.845187783241272},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7553866505622864},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7370877265930176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5966792106628418},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5341201424598694},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.48484838008880615},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46675634384155273},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.45642516016960144},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4340859651565552},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4328952729701996},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4193003177642822},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36403870582580566},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2020.3015987","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.3015987","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1460591129","display_name":null,"funder_award_id":"62076255","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4066238608","display_name":null,"funder_award_id":"B18059","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G4084409842","display_name":null,"funder_award_id":"2020zzts141","funder_id":"https://openalex.org/F4320321514","funder_display_name":"Central South University"},{"id":"https://openalex.org/G429302839","display_name":null,"funder_award_id":"2019JJ40406","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G5039483953","display_name":null,"funder_award_id":"61502540","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7218848230","display_name":null,"funder_award_id":"2019JJ20025","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G813429272","display_name":null,"funder_award_id":"61977062","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8263856907","display_name":null,"funder_award_id":"61672535","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8273469730","display_name":null,"funder_award_id":"2020SK2059","funder_id":"https://openalex.org/F4320330214","funder_display_name":"Key Research and Development Program of Hunan Province of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321514","display_name":"Central South University","ror":"https://ror.org/00f1zfq44"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null},{"id":"https://openalex.org/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null},{"id":"https://openalex.org/F4320330214","display_name":"Key Research and Development Program of Hunan Province of China","ror":null},{"id":"https://openalex.org/F4320335447","display_name":"Earmarked Fund for China Agriculture Research System","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W24089286","https://openalex.org/W1673310716","https://openalex.org/W1926639317","https://openalex.org/W1994623790","https://openalex.org/W2057712948","https://openalex.org/W2060715188","https://openalex.org/W2082897135","https://openalex.org/W2084123715","https://openalex.org/W2120625098","https://openalex.org/W2132870739","https://openalex.org/W2136199233","https://openalex.org/W2137591992","https://openalex.org/W2189538311","https://openalex.org/W2194775991","https://openalex.org/W2292288263","https://openalex.org/W2321564642","https://openalex.org/W2487442924","https://openalex.org/W2507009361","https://openalex.org/W2522020580","https://openalex.org/W2583815496","https://openalex.org/W2600015858","https://openalex.org/W2608988379","https://openalex.org/W2610514569","https://openalex.org/W2739846485","https://openalex.org/W2741756174","https://openalex.org/W2752782242","https://openalex.org/W2766551089","https://openalex.org/W2769112066","https://openalex.org/W2769358479","https://openalex.org/W2786991412","https://openalex.org/W2798748179","https://openalex.org/W2889547515","https://openalex.org/W2912280829","https://openalex.org/W2913613723","https://openalex.org/W2921960465","https://openalex.org/W2946245424","https://openalex.org/W2948058585","https://openalex.org/W2948303854","https://openalex.org/W2949343965","https://openalex.org/W2951357534","https://openalex.org/W2962715211","https://openalex.org/W2962793481","https://openalex.org/W2963420686","https://openalex.org/W2963524571","https://openalex.org/W2963795951","https://openalex.org/W2963862187","https://openalex.org/W2963863119","https://openalex.org/W2964014730","https://openalex.org/W2964216549","https://openalex.org/W2973310944","https://openalex.org/W2982024234","https://openalex.org/W4243228919","https://openalex.org/W4300198501","https://openalex.org/W6637131181","https://openalex.org/W6640424349","https://openalex.org/W6751955673"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W4205786897","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W3150465815","https://openalex.org/W1997222214","https://openalex.org/W2070395303","https://openalex.org/W3020139090","https://openalex.org/W2100170515"],"abstract_inverted_index":{"How":[0],"to":[1,6,113,121,127],"use":[2],"artificial":[3],"intelligence":[4],"technology":[5],"mine":[7],"human":[8,191],"abnormal":[9,47,57,66,75,123,190],"behavior":[10,48,58,76,105,117,124,192],"from":[11],"considerable":[12],"video":[13],"data":[14,158],"generated":[15],"by":[16,84],"the":[17,36,61,86,92,100,137,155,161,164,172,194,205],"Internet-of-Things":[18],"system":[19],"has":[20,201],"been":[21],"intensively":[22],"studied":[23],"for":[24],"a":[25,116],"long":[26],"time.":[27],"Existing":[28],"deep":[29],"learning":[30,41,53,145],"anomaly":[31],"detection":[32,77,106,125],"algorithms":[33],"deployed":[34],"in":[35,68,171],"cloud":[37,89,165,173],"typically":[38],"perform":[39],"supervised":[40,52],"based":[42,147],"on":[43,148],"constant":[44],"kinds":[45],"of":[46,65,88,94,103,157,196,207,210],"data.":[49],"However,":[50],"this":[51],"model":[54,169],"with":[55],"preset":[56],"categories":[59,132],"ignores":[60],"diversity":[62],"and":[63,91,107,163,177],"unpredictability":[64],"occurrences":[67],"open":[69],"scenarios.":[70],"Thus,":[71],"we":[72,140],"propose":[73,141],"an":[74,80,142],"algorithm":[78,146],"as":[79],"edge":[81,95,162,195],"network":[82],"service":[83],"combining":[85],"advantages":[87],"computing":[90],"efficiency":[93,156],"networks.":[96],"This":[97],"method":[98,184],"combines":[99],"double":[101],"verification":[102],"global":[104],"local":[108],"fine-grained":[109],"action":[110],"cycle":[111,149],"alignment":[112],"detect":[114,189],"whether":[115],"is":[118],"abnormal.":[119],"Moreover,":[120],"enable":[122],"models":[126],"predict":[128],"test":[129,208],"samples":[130,209],"whose":[131],"do":[133],"not":[134,152,186],"appear":[135],"during":[136],"training":[138],"stage,":[139],"active":[143],"label":[144],"clustering,":[150],"which":[151],"only":[153,187],"improves":[154],"transmission":[159],"between":[160],"but":[166,199],"also":[167,200],"makes":[168],"updates":[170],"more":[174],"efficient.":[175],"Extensive":[176],"quantitative":[178],"experimental":[179],"results":[180],"show":[181],"that":[182],"our":[183],"can":[185],"accurately":[188],"at":[193],"limited":[197],"resources":[198],"strong":[202],"robustness":[203],"under":[204],"interference":[206],"unknown":[211],"categories.":[212]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
