{"id":"https://openalex.org/W2479077554","doi":"https://doi.org/10.1109/sera.2016.7516125","title":"A streaming-based network monitoring and threat detection system","display_name":"A streaming-based network monitoring and threat detection system","publication_year":2016,"publication_date":"2016-06-01","ids":{"openalex":"https://openalex.org/W2479077554","doi":"https://doi.org/10.1109/sera.2016.7516125","mag":"2479077554"},"language":"en","primary_location":{"id":"doi:10.1109/sera.2016.7516125","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sera.2016.7516125","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 14th International Conference on Software Engineering Research, Management and Applications (SERA)","raw_type":"proceedings-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/A5061514941","display_name":"Zhijiang Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4322298","display_name":"Towson University","ror":"https://ror.org/044w7a341","country_code":"US","type":"education","lineage":["https://openalex.org/I4322298"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhijiang Chen","raw_affiliation_strings":["Department of Computer and Information Sciences, Towson University, Maryland, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Towson University, Maryland, USA","institution_ids":["https://openalex.org/I4322298"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101598769","display_name":"Hanlin Zhang","orcid":"https://orcid.org/0000-0001-8869-6863"},"institutions":[{"id":"https://openalex.org/I4322298","display_name":"Towson University","ror":"https://ror.org/044w7a341","country_code":"US","type":"education","lineage":["https://openalex.org/I4322298"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hanlin Zhang","raw_affiliation_strings":["Department of Computer and Information Sciences, Towson University, Maryland, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Towson University, Maryland, USA","institution_ids":["https://openalex.org/I4322298"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027642652","display_name":"William G. Hatcher","orcid":"https://orcid.org/0000-0001-9811-1304"},"institutions":[{"id":"https://openalex.org/I4322298","display_name":"Towson University","ror":"https://ror.org/044w7a341","country_code":"US","type":"education","lineage":["https://openalex.org/I4322298"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William G. Hatcher","raw_affiliation_strings":["Department of Computer and Information Sciences, Towson University, Maryland, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Towson University, Maryland, USA","institution_ids":["https://openalex.org/I4322298"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052607523","display_name":"James Nguyen","orcid":"https://orcid.org/0000-0001-9624-1308"},"institutions":[{"id":"https://openalex.org/I4322298","display_name":"Towson University","ror":"https://ror.org/044w7a341","country_code":"US","type":"education","lineage":["https://openalex.org/I4322298"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Nguyen","raw_affiliation_strings":["Department of Computer and Information Sciences, Towson University, Maryland, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Towson University, Maryland, USA","institution_ids":["https://openalex.org/I4322298"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002139930","display_name":"Wei Yu","orcid":"https://orcid.org/0000-0003-4522-7340"},"institutions":[{"id":"https://openalex.org/I4322298","display_name":"Towson University","ror":"https://ror.org/044w7a341","country_code":"US","type":"education","lineage":["https://openalex.org/I4322298"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Yu","raw_affiliation_strings":["Department of Computer and Information Sciences, Towson University, Maryland, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Towson University, Maryland, USA","institution_ids":["https://openalex.org/I4322298"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5061514941"],"corresponding_institution_ids":["https://openalex.org/I4322298"],"apc_list":null,"apc_paid":null,"fwci":2.38828141,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.90207493,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"31","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9958999752998352,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9930999875068665,"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":0.7507857084274292},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5978901386260986},{"id":"https://openalex.org/keywords/network-monitoring","display_name":"Network monitoring","score":0.5380778908729553},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4906820058822632},{"id":"https://openalex.org/keywords/enterprise-private-network","display_name":"Enterprise private network","score":0.4670359790325165},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4386419653892517},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.4235129952430725},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.4164058566093445},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4154619872570038},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.38267117738723755},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.33078548312187195},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.18602663278579712},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12825745344161987}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7507857084274292},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5978901386260986},{"id":"https://openalex.org/C81877898","wikidata":"https://www.wikidata.org/wiki/Q1965787","display_name":"Network monitoring","level":2,"score":0.5380778908729553},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4906820058822632},{"id":"https://openalex.org/C149859251","wikidata":"https://www.wikidata.org/wiki/Q483426","display_name":"Enterprise private network","level":2,"score":0.4670359790325165},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4386419653892517},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.4235129952430725},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.4164058566093445},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4154619872570038},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.38267117738723755},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.33078548312187195},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.18602663278579712},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12825745344161987}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sera.2016.7516125","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sera.2016.7516125","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 14th International Conference on Software Engineering Research, Management and Applications (SERA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1505837402","https://openalex.org/W1546137167","https://openalex.org/W1605124321","https://openalex.org/W1995057273","https://openalex.org/W1995450389","https://openalex.org/W2021039270","https://openalex.org/W2043098576","https://openalex.org/W2106722434","https://openalex.org/W2121233699","https://openalex.org/W2161160262","https://openalex.org/W2161753600","https://openalex.org/W6630303302","https://openalex.org/W6632538867","https://openalex.org/W6636189822","https://openalex.org/W6683968729"],"related_works":["https://openalex.org/W2061466315","https://openalex.org/W2376886931","https://openalex.org/W1992118813","https://openalex.org/W2010561419","https://openalex.org/W2374845301","https://openalex.org/W2351448539","https://openalex.org/W1977863481","https://openalex.org/W2384741105","https://openalex.org/W1495178644","https://openalex.org/W2185594426"],"abstract_inverted_index":{"The":[0,116],"unyielding":[1],"trend":[2],"of":[3,64,69,73,127],"increasing":[4],"cyber":[5,9],"threats":[6],"has":[7],"made":[8],"security":[10],"paramount":[11],"in":[12,45,57,104],"protecting":[13],"personal":[14],"and":[15,32,42,81,88,122,130,140,146,166],"private":[16],"intellectual":[17],"property.":[18],"In":[19],"order":[20],"to":[21,111,136],"provide":[22,137],"the":[23,62,66,107,120,151],"most":[24],"highly":[25,99],"secured":[26],"network":[27,29,70,101,114,138],"environment,":[28],"traffic":[30,71,102],"monitoring":[31,80,139],"threat":[33,54,92],"detection":[34,55,82,93,164],"systems":[35],"must":[36],"handle":[37],"real-time":[38,53,79],"data":[39,72,103,124,161],"from":[40],"varied":[41],"branching":[43],"places":[44],"enterprise":[46,74],"networks.":[47],"Though":[48],"numerous":[49],"investigations":[50],"have":[51],"yielded":[52],"systems,":[56,75],"this":[58],"paper":[59],"we":[60,86],"addressed":[61],"issue":[63],"handling":[65],"large":[67],"volumes":[68],"while":[76],"simultaneously":[77],"providing":[78],"remain":[83],"unsolved.":[84],"Particularly,":[85],"introduced":[87],"evaluated":[89],"a":[90,133,157],"streaming-based":[91,108],"system":[94,118,153,168],"that":[95,150],"can":[96,154],"rapidly":[97],"analyze":[98],"intensive":[100],"real-time,":[105],"utilizing":[106],"clustering":[109],"algorithms":[110],"detect":[112],"abnormal":[113],"activities.":[115],"developed":[117,152],"integrates":[119],"streaming":[121,160],"high-performance":[123],"analysis":[125],"capabilities":[126],"Flume,":[128],"Sharp,":[129],"Hadoop":[131],"into":[132],"cloud-computing":[134],"environment":[135],"intrusion":[141],"detection.":[142],"Our":[143],"performance":[144],"evaluation":[145],"experimental":[147],"results":[148],"demonstrate":[149],"cope":[155],"with":[156,162],"significant":[158],"volume":[159],"high":[163],"accuracy":[165],"good":[167],"performance.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}