{"id":"https://openalex.org/W1596115384","doi":"https://doi.org/10.1109/isncc.2015.7238570","title":"Network-based mimicry anomaly detection using divergence measures","display_name":"Network-based mimicry anomaly detection using divergence measures","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W1596115384","doi":"https://doi.org/10.1109/isncc.2015.7238570","mag":"1596115384"},"language":"en","primary_location":{"id":"doi:10.1109/isncc.2015.7238570","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc.2015.7238570","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Symposium on Networks, Computers and Communications (ISNCC)","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/A5065023400","display_name":"Sirikarn Pukkawanna","orcid":null},"institutions":[{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Sirikarn Pukkawanna","raw_affiliation_strings":["Graduate School of Information Science, Nara Institute of Science and Technology, Nara, Japan","Graduate School of Information Science, Nara Institute of Science and Technology, Nara, Japan 630-0192#TAB#"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science, Nara Institute of Science and Technology, Nara, Japan","institution_ids":["https://openalex.org/I75917431"]},{"raw_affiliation_string":"Graduate School of Information Science, Nara Institute of Science and Technology, Nara, Japan 630-0192#TAB#","institution_ids":["https://openalex.org/I75917431"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084740320","display_name":"Youki Kadobayashi","orcid":null},"institutions":[{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Youki Kadobayashi","raw_affiliation_strings":["Graduate School of Information Science, Nara Institute of Science and Technology, Nara, Japan","Graduate School of Information Science, Nara Institute of Science and Technology, Nara, Japan 630-0192#TAB#"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science, Nara Institute of Science and Technology, Nara, Japan","institution_ids":["https://openalex.org/I75917431"]},{"raw_affiliation_string":"Graduate School of Information Science, Nara Institute of Science and Technology, Nara, Japan 630-0192#TAB#","institution_ids":["https://openalex.org/I75917431"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037420906","display_name":"Suguru Yamaguchi","orcid":null},"institutions":[{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Suguru Yamaguchi","raw_affiliation_strings":["Graduate School of Information Science, Nara Institute of Science and Technology, Nara, Japan","Graduate School of Information Science, Nara Institute of Science and Technology, Nara, Japan 630-0192#TAB#"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science, Nara Institute of Science and Technology, Nara, Japan","institution_ids":["https://openalex.org/I75917431"]},{"raw_affiliation_string":"Graduate School of Information Science, Nara Institute of Science and Technology, Nara, Japan 630-0192#TAB#","institution_ids":["https://openalex.org/I75917431"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065023400"],"corresponding_institution_ids":["https://openalex.org/I75917431"],"apc_list":null,"apc_paid":null,"fwci":0.6656,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7277062,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"39","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9997000098228455,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9976000189781189,"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/divergence","display_name":"Divergence (linguistics)","score":0.8365222215652466},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.8123553991317749},{"id":"https://openalex.org/keywords/mimicry","display_name":"Mimicry","score":0.68087238073349},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6704812049865723},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.6183436512947083},{"id":"https://openalex.org/keywords/kullback\u2013leibler-divergence","display_name":"Kullback\u2013Leibler divergence","score":0.5610238909721375},{"id":"https://openalex.org/keywords/port","display_name":"Port (circuit theory)","score":0.49099496006965637},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4516810178756714},{"id":"https://openalex.org/keywords/backbone-network","display_name":"Backbone network","score":0.44913992285728455},{"id":"https://openalex.org/keywords/traffic-analysis","display_name":"Traffic analysis","score":0.43405407667160034},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3149062395095825},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2873397469520569},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12756788730621338},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08276927471160889}],"concepts":[{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.8365222215652466},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.8123553991317749},{"id":"https://openalex.org/C7863114","wikidata":"https://www.wikidata.org/wiki/Q192627","display_name":"Mimicry","level":2,"score":0.68087238073349},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6704812049865723},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.6183436512947083},{"id":"https://openalex.org/C171752962","wikidata":"https://www.wikidata.org/wiki/Q255166","display_name":"Kullback\u2013Leibler divergence","level":2,"score":0.5610238909721375},{"id":"https://openalex.org/C32802771","wikidata":"https://www.wikidata.org/wiki/Q2443617","display_name":"Port (circuit theory)","level":2,"score":0.49099496006965637},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4516810178756714},{"id":"https://openalex.org/C88796919","wikidata":"https://www.wikidata.org/wiki/Q1142907","display_name":"Backbone network","level":2,"score":0.44913992285728455},{"id":"https://openalex.org/C2781317605","wikidata":"https://www.wikidata.org/wiki/Q7832483","display_name":"Traffic analysis","level":2,"score":0.43405407667160034},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3149062395095825},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2873397469520569},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12756788730621338},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08276927471160889},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isncc.2015.7238570","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc.2015.7238570","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Symposium on Networks, Computers and Communications (ISNCC)","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":21,"referenced_works":["https://openalex.org/W33933511","https://openalex.org/W1551618785","https://openalex.org/W1557117132","https://openalex.org/W1965555277","https://openalex.org/W1966047661","https://openalex.org/W1986754283","https://openalex.org/W1993426957","https://openalex.org/W2079411451","https://openalex.org/W2085533912","https://openalex.org/W2086990834","https://openalex.org/W2116065364","https://openalex.org/W2122646361","https://openalex.org/W2153334513","https://openalex.org/W2161245384","https://openalex.org/W2166744489","https://openalex.org/W2170065172","https://openalex.org/W4239856175","https://openalex.org/W6633024543","https://openalex.org/W6633351642","https://openalex.org/W6670163174","https://openalex.org/W6685189048"],"related_works":["https://openalex.org/W2566749067","https://openalex.org/W2332959588","https://openalex.org/W2159218316","https://openalex.org/W2379994817","https://openalex.org/W2373086291","https://openalex.org/W3158429762","https://openalex.org/W2364005506","https://openalex.org/W2159359205","https://openalex.org/W1545055620","https://openalex.org/W308111053"],"abstract_inverted_index":{"To":[0],"evade":[1],"detection":[2],"by":[3,19,40,128],"network-based":[4],"anomaly":[5],"detectors,":[6],"sophisticated":[7],"attackers":[8],"are":[9],"trying":[10],"to":[11,103],"make":[12],"their":[13],"malicious":[14],"traffic":[15,18,36,55,68,75,124],"resemble":[16],"legitimate":[17,57],"running":[20],"attacks":[21],"through":[22],"ports":[23],"used":[24],"on":[25],"a":[26,47,72,113],"daily":[27],"basis":[28],"(e.g.,":[29],"port":[30,64,90],"80":[31],"for":[32,52],"HTTP).":[33],"This":[34],"mimicry":[35,131],"is":[37,71],"potentially":[38],"neglected":[39],"detectors.":[41],"In":[42],"this":[43,79],"paper,":[44],"we":[45],"propose":[46],"Kullback-Leibler":[48],"(KL)":[49],"divergence-based":[50],"method":[51,60,83,101,122,142,151],"detecting":[53],"anomalous":[54,105],"mimicking":[56],"traffic.":[58,136,164],"Our":[59,100],"firstly":[61],"observes":[62],"the":[63,85,89,94,108,118,161],"pair":[65,91],"distribution":[66],"of":[67,93,120],"flows,":[69],"which":[70,125],"novel":[73],"statistical":[74],"feature":[76],"proposed":[77],"in":[78,160],"work.":[80],"Secondly,":[81],"our":[82,121,141,150],"computes":[84],"KL":[86,109],"divergence":[87,110],"between":[88],"distributions":[92],"current":[95],"and":[96,133],"previous":[97],"time":[98],"intervals.":[99],"starts":[102],"find":[104],"flows":[106],"when":[107],"deviates":[111],"from":[112],"specified":[114],"threshold.":[115],"We":[116],"tested":[117],"performance":[119],"with":[123],"was":[126],"mixed":[127],"four":[129],"synthetic":[130,147],"anomalies":[132,156],"real-world":[134,155],"backbone":[135,163],"The":[137],"results":[138],"indicated":[139],"that":[140,157],"could":[143],"precisely":[144],"detect":[145],"all":[146],"anomalies.":[148],"Furthermore,":[149],"additionally":[152],"revealed":[153],"six":[154],"were":[158],"hidden":[159],"testing":[162]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
