{"id":"https://openalex.org/W2032858323","doi":"https://doi.org/10.1109/cns.2013.6682763","title":"Aggregated representations and metrics for scalable flow analysis","display_name":"Aggregated representations and metrics for scalable flow analysis","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W2032858323","doi":"https://doi.org/10.1109/cns.2013.6682763","mag":"2032858323"},"language":"en","primary_location":{"id":"doi:10.1109/cns.2013.6682763","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cns.2013.6682763","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Conference on Communications and Network Security (CNS)","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/A5035034365","display_name":"J\u00e9r\u00f4me Fran\u00e7ois","orcid":"https://orcid.org/0000-0002-7457-458X"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":true,"raw_author_name":"Jerome Francois","raw_affiliation_strings":["SnT-University of Luxembourg","SnT, University of Luxembourg, Luxembourg, Luxembourg#TAB#"],"affiliations":[{"raw_affiliation_string":"SnT-University of Luxembourg","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"SnT, University of Luxembourg, Luxembourg, Luxembourg#TAB#","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069228908","display_name":"Radu State","orcid":"https://orcid.org/0000-0002-4751-9577"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Radu State","raw_affiliation_strings":["SnT-University of Luxembourg","SnT, University of Luxembourg, Luxembourg, Luxembourg#TAB#"],"affiliations":[{"raw_affiliation_string":"SnT-University of Luxembourg","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"SnT, University of Luxembourg, Luxembourg, Luxembourg#TAB#","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009071576","display_name":"Thomas Engel","orcid":"https://orcid.org/0000-0002-7374-3927"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Thomas Engel","raw_affiliation_strings":["SnT-University of Luxembourg","SnT, University of Luxembourg, Luxembourg, Luxembourg#TAB#"],"affiliations":[{"raw_affiliation_string":"SnT-University of Luxembourg","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"SnT, University of Luxembourg, Luxembourg, Luxembourg#TAB#","institution_ids":["https://openalex.org/I186903577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035034365"],"corresponding_institution_ids":["https://openalex.org/I186903577"],"apc_list":null,"apc_paid":null,"fwci":0.7249,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.74286501,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2662","issue":null,"first_page":"478","last_page":"482"},"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":0.9991999864578247,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9986000061035156,"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/netflow","display_name":"NetFlow","score":0.9514610767364502},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8430415391921997},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.8389654755592346},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.560111403465271},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4764866232872009},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4534655809402466},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.44490718841552734},{"id":"https://openalex.org/keywords/network-monitoring","display_name":"Network monitoring","score":0.4122907519340515},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.20199069380760193},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18196997046470642}],"concepts":[{"id":"https://openalex.org/C188067584","wikidata":"https://www.wikidata.org/wiki/Q219363","display_name":"NetFlow","level":2,"score":0.9514610767364502},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8430415391921997},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.8389654755592346},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.560111403465271},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4764866232872009},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4534655809402466},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.44490718841552734},{"id":"https://openalex.org/C81877898","wikidata":"https://www.wikidata.org/wiki/Q1965787","display_name":"Network monitoring","level":2,"score":0.4122907519340515},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.20199069380760193},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18196997046470642},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cns.2013.6682763","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cns.2013.6682763","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Conference on Communications and Network Security (CNS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W40890042","https://openalex.org/W191468885","https://openalex.org/W1496859626","https://openalex.org/W1548163515","https://openalex.org/W1563250780","https://openalex.org/W1642070211","https://openalex.org/W1775772884","https://openalex.org/W1777713421","https://openalex.org/W1916464331","https://openalex.org/W1980792387","https://openalex.org/W1995875735","https://openalex.org/W2013039900","https://openalex.org/W2096847629","https://openalex.org/W2110675786","https://openalex.org/W2110896591","https://openalex.org/W2113061123","https://openalex.org/W2114461157","https://openalex.org/W2118034040","https://openalex.org/W2122301654","https://openalex.org/W2135123910","https://openalex.org/W2135957476","https://openalex.org/W2136053377","https://openalex.org/W2136420282","https://openalex.org/W2140494000","https://openalex.org/W2146189323","https://openalex.org/W2155512447","https://openalex.org/W2155915275","https://openalex.org/W2164210932","https://openalex.org/W2171331105","https://openalex.org/W2993383518","https://openalex.org/W6638021444","https://openalex.org/W6639965902","https://openalex.org/W6674805939","https://openalex.org/W6684172536"],"related_works":["https://openalex.org/W1982914007","https://openalex.org/W4381544514","https://openalex.org/W2159583675","https://openalex.org/W1824242903","https://openalex.org/W1493858311","https://openalex.org/W2155470929","https://openalex.org/W2111125783","https://openalex.org/W2394465510","https://openalex.org/W2360330114","https://openalex.org/W2351053393"],"abstract_inverted_index":{"While":[0],"monitoring":[1,15],"network":[2,59],"traffic":[3,60],"at":[4],"the":[5,27,58,81,85],"operator":[6],"level":[7],"allows":[8],"to":[9,26,31],"collect":[10],"highly":[11],"valuable":[12],"data":[13,29,39],"for":[14],"large":[16,28],"scale":[17],"distributed":[18],"attacks,":[19],"scalability":[20],"remains":[21,88],"a":[22,47,78],"major":[23],"challenge":[24],"due":[25],"volumes":[30],"handle.":[32],"In":[33],"particular,":[34],"collecting":[35],"and":[36,70],"storing":[37],"NetFlow":[38],"is":[40,45,62,77],"feasible":[41],"but":[42],"accurate":[43],"analysis":[44],"still":[46,87],"challenging":[48],"topic.":[49],"Hence,":[50],"this":[51],"paper":[52],"leverages":[53],"an":[54],"aggregated":[55],"representation":[56],"of":[57,80],"which":[61],"further":[63],"analyzed":[64],"using":[65],"dedicated":[66],"entropic":[67],"based":[68],"metrics":[69],"machine":[71],"learning":[72],"techniques.":[73],"The":[74],"main":[75],"advantage":[76],"reduction":[79],"computational":[82],"complexity":[83],"while":[84],"accuracy":[86],"acceptable":[89],"as":[90],"highlighted":[91],"by":[92],"evaluation":[93],"on":[94],"real":[95],"datasets.":[96]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}