{"id":"https://openalex.org/W2998183971","doi":"https://doi.org/10.1109/iotsms48152.2019.8939231","title":"Network Traffic Characterization Using L-moment Ratio Diagrams","display_name":"Network Traffic Characterization Using L-moment Ratio Diagrams","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2998183971","doi":"https://doi.org/10.1109/iotsms48152.2019.8939231","mag":"2998183971"},"language":"en","primary_location":{"id":"doi:10.1109/iotsms48152.2019.8939231","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iotsms48152.2019.8939231","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Sixth International Conference on Internet of Things: Systems, Management and Security (IOTSMS)","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/A5020377375","display_name":"Mihaela I. Chidean","orcid":"https://orcid.org/0000-0001-9692-8871"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Mihaela I. Chidean","raw_affiliation_strings":["Dept. of Signal Theory and Communications, Univ. Rey Juan Carlos, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. of Signal Theory and Communications, Univ. Rey Juan Carlos, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058402416","display_name":"Javier Carmona\u2010Murillo","orcid":"https://orcid.org/0000-0002-3910-876X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Javier Carmona-Murillo","raw_affiliation_strings":["Dept. of Conputing and Telenatics Engineeiing, Univ. de Extienaduia, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. of Conputing and Telenatics Engineeiing, Univ. de Extienaduia, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081841065","display_name":"Rune Hylsberg Jacobsen","orcid":"https://orcid.org/0000-0001-9128-574X"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Rune H. Jacobsen","raw_affiliation_strings":["DIGIT, Aarhus University, Denmark"],"affiliations":[{"raw_affiliation_string":"DIGIT, Aarhus University, Denmark","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100360194","display_name":"Qi Zhang","orcid":"https://orcid.org/0000-0001-5303-9804"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Qi Zhang","raw_affiliation_strings":["DIGIT, Aarhus University, Denmark"],"affiliations":[{"raw_affiliation_string":"DIGIT, Aarhus University, Denmark","institution_ids":["https://openalex.org/I204337017"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020377375"],"corresponding_institution_ids":["https://openalex.org/I182083151"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.20725127,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"555","last_page":"560"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9994999766349792,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9961000084877014,"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":0.7441220879554749},{"id":"https://openalex.org/keywords/l-moment","display_name":"L-moment","score":0.6521016359329224},{"id":"https://openalex.org/keywords/moment","display_name":"Moment (physics)","score":0.5668745636940002},{"id":"https://openalex.org/keywords/traffic-volume","display_name":"Traffic volume","score":0.5432611107826233},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5430296659469604},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5101073384284973},{"id":"https://openalex.org/keywords/internet-traffic-engineering","display_name":"Internet traffic engineering","score":0.4959951341152191},{"id":"https://openalex.org/keywords/characterization","display_name":"Characterization (materials science)","score":0.47069406509399414},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4386036694049835},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.43337973952293396},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.41942405700683594},{"id":"https://openalex.org/keywords/internet-traffic","display_name":"Internet traffic","score":0.36951369047164917},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.324847936630249},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.16269251704216003},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11098495125770569},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0944192111492157}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7441220879554749},{"id":"https://openalex.org/C1797436","wikidata":"https://www.wikidata.org/wiki/Q6456145","display_name":"L-moment","level":3,"score":0.6521016359329224},{"id":"https://openalex.org/C179254644","wikidata":"https://www.wikidata.org/wiki/Q13222844","display_name":"Moment (physics)","level":2,"score":0.5668745636940002},{"id":"https://openalex.org/C168443057","wikidata":"https://www.wikidata.org/wiki/Q7001223","display_name":"Traffic volume","level":2,"score":0.5432611107826233},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5430296659469604},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5101073384284973},{"id":"https://openalex.org/C133264484","wikidata":"https://www.wikidata.org/wiki/Q6056085","display_name":"Internet traffic engineering","level":4,"score":0.4959951341152191},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.47069406509399414},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4386036694049835},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.43337973952293396},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.41942405700683594},{"id":"https://openalex.org/C63969886","wikidata":"https://www.wikidata.org/wiki/Q3536440","display_name":"Internet traffic","level":3,"score":0.36951369047164917},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.324847936630249},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.16269251704216003},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11098495125770569},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0944192111492157},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C44082924","wikidata":"https://www.wikidata.org/wiki/Q1767128","display_name":"Order statistic","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iotsms48152.2019.8939231","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iotsms48152.2019.8939231","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Sixth International Conference on Internet of Things: Systems, Management and Security (IOTSMS)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/7f5b1cde-8607-4b62-9dff-dfb8fea06207","is_oa":false,"landing_page_url":"https://pure.au.dk/portal/en/publications/7f5b1cde-8607-4b62-9dff-dfb8fea06207","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Chidean, M I, Carmona-Murillo, J, Jacobsen, R H & Zhang, Q 2019, Network Traffic Characterization Using L-moment Ratio Diagrams. in 2019 6th International Conference on Internet of Things : Systems, Management and Security, IOTSMS 2019., 8939231, IEEE, pp. 555-560, 2019 Sixth International Conference on Internet of Things: Systems, Management and Security, Granada, Spain, 22/10/2019. https://doi.org/10.1109/IOTSMS48152.2019.8939231","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1481794564","https://openalex.org/W1577535158","https://openalex.org/W1974723965","https://openalex.org/W1977556410","https://openalex.org/W1978190504","https://openalex.org/W2056199992","https://openalex.org/W2166481425","https://openalex.org/W2296509296","https://openalex.org/W2597441556","https://openalex.org/W2797972299","https://openalex.org/W2900853407","https://openalex.org/W2942890744","https://openalex.org/W2962855623","https://openalex.org/W4230806316","https://openalex.org/W4243597181","https://openalex.org/W4255375128"],"related_works":["https://openalex.org/W2159656221","https://openalex.org/W2096319108","https://openalex.org/W1538599242","https://openalex.org/W2121217657","https://openalex.org/W2564478194","https://openalex.org/W1933691230","https://openalex.org/W2152047011","https://openalex.org/W1966581232","https://openalex.org/W2148642667","https://openalex.org/W3103749384"],"abstract_inverted_index":{"5G":[0],"networks":[1,80],"are":[2,25],"facing":[3],"to":[4,8,45,69],"new":[5,23],"challenges":[6],"related":[7],"the":[9,18,26,48,53,61,73,78,82,89,107],"growing":[10],"traffic":[11],"volume":[12],"and":[13,28,50,111],"service":[14],"diversity.":[15],"Some":[16],"of":[17,42,63,66,72,109,117],"major":[19],"concerns":[20],"in":[21,52,77],"this":[22,57,104],"scenario":[24],"security":[27],"privacy":[29],"issues":[30],"required":[31],"for":[32],"a":[33,40],"full":[34],"technology":[35],"adoption.":[36],"Traffic":[37],"characterization":[38],"is":[39],"compound":[41],"strategies":[43],"intended":[44],"define":[46],"formally":[47],"behaviour":[49],"patterns":[51],"Internet":[54],"traffic.":[55,97,119],"In":[56],"work,":[58],"we":[59],"propose":[60],"use":[62],"statistical":[64],"features":[65],"network":[67],"flows":[68],"characterize":[70],"some":[71],"most":[74],"common":[75],"attacks":[76],"current":[79],"through":[81],"L-moment":[83],"ratio":[84],"diagrams.":[85],"Our":[86],"work":[87],"identify":[88,114],"parameters":[90],"that":[91,103],"can":[92,112],"discriminate":[93],"normal":[94],"from":[95],"malicious":[96],"Moreover,":[98],"our":[99],"preliminary":[100],"results":[101],"show":[102],"technique":[105],"enables":[106],"differentiation":[108],"anomalies":[110],"also":[113],"several":[115],"types":[116],"attack":[118]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}
