{"id":"https://openalex.org/W2079880249","doi":"https://doi.org/10.4304/jnw.6.2.311-318","title":"A Novel Network Traffic Anomaly Detection Model Based on Superstatistics Theory","display_name":"A Novel Network Traffic Anomaly Detection Model Based on Superstatistics Theory","publication_year":2011,"publication_date":"2011-02-01","ids":{"openalex":"https://openalex.org/W2079880249","doi":"https://doi.org/10.4304/jnw.6.2.311-318","mag":"2079880249"},"language":"en","primary_location":{"id":"doi:10.4304/jnw.6.2.311-318","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jnw.6.2.311-318","pdf_url":null,"source":{"id":"https://openalex.org/S189188848","display_name":"Journal of Networks","issn_l":"1796-2056","issn":["1796-2056"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Networks","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":null,"display_name":"Yue Yang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yue Yang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027953418","display_name":"Hanping Hu","orcid":"https://orcid.org/0000-0003-3049-1149"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hanping Hu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101703434","display_name":"Wei Xiong","orcid":"https://orcid.org/0000-0001-6844-3682"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wei Xiong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5101900941","display_name":"Fan Ding","orcid":"https://orcid.org/0000-0003-4706-2535"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fan Ding","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.315,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.94942912,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"6","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9865000247955322,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8712223768234253},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6558446288108826},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5595963001251221},{"id":"https://openalex.org/keywords/traffic-model","display_name":"Traffic model","score":0.47436389327049255},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.4156340956687927},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3704202175140381},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33331799507141113},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.22967776656150818},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.186235249042511}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8712223768234253},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6558446288108826},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5595963001251221},{"id":"https://openalex.org/C2775847900","wikidata":"https://www.wikidata.org/wiki/Q28455493","display_name":"Traffic model","level":2,"score":0.47436389327049255},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.4156340956687927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3704202175140381},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33331799507141113},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.22967776656150818},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.186235249042511},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4304/jnw.6.2.311-318","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jnw.6.2.311-318","pdf_url":null,"source":{"id":"https://openalex.org/S189188848","display_name":"Journal of Networks","issn_l":"1796-2056","issn":["1796-2056"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Networks","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.369.7978","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.369.7978","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ojs.academypublisher.com/index.php/jnw/article/viewFile/0602311318/2650/","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W25656360","https://openalex.org/W187371506","https://openalex.org/W1591480890","https://openalex.org/W1963563131","https://openalex.org/W1987284074","https://openalex.org/W1991520194","https://openalex.org/W2006508099","https://openalex.org/W2029621513","https://openalex.org/W2036983007","https://openalex.org/W2039193851","https://openalex.org/W2058369496","https://openalex.org/W2101899163","https://openalex.org/W2108038857","https://openalex.org/W2108601876","https://openalex.org/W2110623653","https://openalex.org/W2112746910","https://openalex.org/W2115122866","https://openalex.org/W2145722235","https://openalex.org/W2148275477","https://openalex.org/W2149278843","https://openalex.org/W2149733270","https://openalex.org/W2155387468","https://openalex.org/W2156761224","https://openalex.org/W3105682467","https://openalex.org/W4244452107","https://openalex.org/W6676234181"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W3210364259","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4300558037","https://openalex.org/W4377864969","https://openalex.org/W3030345572"],"abstract_inverted_index":{"Abstract\u2014With":[0],"the":[1,12,36,41,72,91,95,98,116,125,140,178,186,190,195],"development":[2],"of":[3,9,23,59,80,107,127,177,185,208],"network":[4,10,13,25,37,42,74,82,128,191,204],"technology":[5],"and":[6,18,31,33,55,193],"growing":[7],"enlargement":[8],"size,":[11],"structure":[14],"is":[15,46,88,123],"becoming":[16],"more":[17,19],"complicated.":[20],"Mutual":[21],"interactions":[22],"different":[24,164],"equipment,":[26],"topology":[27],"configurations,":[28],"transmission":[29],"protocols":[30],"cooperation":[32],"competition":[34],"among":[35],"users":[38],"inevitably":[39],"cause":[40,115],"traffic":[43,83,142],"flow":[44],"which":[45,114,122,149,167],"controlled":[47],"by":[48,153],"several":[49],"driving":[50],"factors":[51],"to":[52,70,94,118,138,188,202],"appear":[53],"non-stationary":[54,61,81,121,141],"complicated":[56,73],"behavior.":[57],"Because":[58],"its":[60],"property":[62],"it":[63],"can":[64,150,214],"not":[65],"easily":[66],"use":[67,173],"traditional":[68],"way":[69],"analyze":[71,194],"traffic.":[75,129],"A":[76],"new":[77,131],"detection":[78],"method":[79,137,213],"based":[84],"on":[85,110],"superstatistics":[86,96],"theory":[87,201],"discussed":[89],"in":[90],"paper.":[92],"According":[93],"theory,":[97],"complex":[99],"dynamic":[100],"system":[101,117,187],"may":[102],"have":[103],"a":[104,135,181],"large":[105,111],"fluctuation":[106],"intensive":[108],"quantities":[109],"time":[112,143,199],"scales":[113],"behave":[119],"as":[120,180],"also":[124],"characteristic":[126,192],"This":[130],"idea":[132],"provides":[133],"us":[134],"novel":[136],"partition":[139],"series":[144,200],"into":[145],"small":[146],"stationary":[147],"segments":[148,159,179],"be":[151,215],"modeled":[152],"discrete":[154],"Generalized":[155],"Pareto(GP)":[156],"distribution.":[157],"Different":[158],"follow":[160],"GP":[161],"distribution":[162,165],"with":[163,198],"parameters":[166,176,197],"are":[168],"named":[169],"slow":[170,175,196],"parameters.":[171],"We":[172],"this":[174,212],"key":[182],"determinant":[183],"factor":[184],"describe":[189],"detect":[203],"anomaly.":[205],"The":[206],"result":[207],"experiments":[209],"indicates":[210],"that":[211],"effective.":[216]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}