{"id":"https://openalex.org/W1605113984","doi":"https://doi.org/10.1109/icassp.2015.7179029","title":"Random projection and multiscale wavelet leader based anomaly detection and address identification in internet traffic","display_name":"Random projection and multiscale wavelet leader based anomaly detection and address identification in internet traffic","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1605113984","doi":"https://doi.org/10.1109/icassp.2015.7179029","mag":"1605113984"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2015.7179029","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2015.7179029","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"preprint","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/A5069426959","display_name":"Romain Fontugne","orcid":"https://orcid.org/0000-0002-9816-5625"},"institutions":[{"id":"https://openalex.org/I4387152154","display_name":"Japanese-French Laboratory for Informatics","ror":"https://ror.org/007xn7v02","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I203951103","https://openalex.org/I39804081","https://openalex.org/I4387152154","https://openalex.org/I74801974"]},{"id":"https://openalex.org/I176979517","display_name":"International Research Center for Japanese Studies","ror":"https://ror.org/04861vz74","country_code":"JP","type":"education","lineage":["https://openalex.org/I1319490839","https://openalex.org/I176979517","https://openalex.org/I4210148627"]},{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"R. Fontugne","raw_affiliation_strings":["Japanese French Laboratory for Informatics, Tokyo, Japan","National Institute of Informatics, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Japanese French Laboratory for Informatics, Tokyo, Japan","institution_ids":["https://openalex.org/I176979517","https://openalex.org/I4387152154"]},{"raw_affiliation_string":"National Institute of Informatics, Tokyo, Japan","institution_ids":["https://openalex.org/I184597095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050643672","display_name":"Patrice Abry","orcid":"https://orcid.org/0000-0002-7096-8290"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I113428412","display_name":"\u00c9cole Normale Sup\u00e9rieure de Lyon","ror":"https://ror.org/04zmssz18","country_code":"FR","type":"education","lineage":["https://openalex.org/I113428412","https://openalex.org/I203339264"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"P. Abry","raw_affiliation_strings":["CNRS, Ecole Normale Sup\u00e9rieure de Lyon, France"],"affiliations":[{"raw_affiliation_string":"CNRS, Ecole Normale Sup\u00e9rieure de Lyon, France","institution_ids":["https://openalex.org/I113428412","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101814201","display_name":"Kensuke Fukuda","orcid":"https://orcid.org/0000-0001-8372-2807"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"K. Fukuda","raw_affiliation_strings":["National Institute of Informatics, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"National Institute of Informatics, Tokyo, Japan","institution_ids":["https://openalex.org/I184597095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042411664","display_name":"Pierre Borgnat","orcid":"https://orcid.org/0000-0003-4536-8354"},"institutions":[{"id":"https://openalex.org/I113428412","display_name":"\u00c9cole Normale Sup\u00e9rieure de Lyon","ror":"https://ror.org/04zmssz18","country_code":"FR","type":"education","lineage":["https://openalex.org/I113428412","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"P. Borgnat","raw_affiliation_strings":["CNRS, Ecole Normale Sup\u00e9rieure de Lyon, France"],"affiliations":[{"raw_affiliation_string":"CNRS, Ecole Normale Sup\u00e9rieure de Lyon, France","institution_ids":["https://openalex.org/I113428412","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078574033","display_name":"Johan Mazel","orcid":"https://orcid.org/0009-0002-0222-6794"},"institutions":[{"id":"https://openalex.org/I4210117430","display_name":"National Institute for Japanese Language and Linguistics","ror":"https://ror.org/02caqc891","country_code":"JP","type":"other","lineage":["https://openalex.org/I1319490839","https://openalex.org/I4210117430","https://openalex.org/I4210148627"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"J. Mazel","raw_affiliation_strings":["Kokuritsu Johogaku Kenkyujo, Chiyoda-ku, Tokyo, JP"],"affiliations":[{"raw_affiliation_string":"Kokuritsu Johogaku Kenkyujo, Chiyoda-ku, Tokyo, JP","institution_ids":["https://openalex.org/I4210117430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008685312","display_name":"Herwig Wendt","orcid":"https://orcid.org/0000-0001-6930-3083"},"institutions":[{"id":"https://openalex.org/I4387153255","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'\u00c9lectrotechnique, d'\u00c9lectronique, d'Informatique, d'Hydraulique et des T\u00e9l\u00e9communications","ror":"https://ror.org/05wfw4946","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4387153255","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"H. Wendt","raw_affiliation_strings":["CNRS, ENSEEIHT-IRIToulouse, Frances"],"affiliations":[{"raw_affiliation_string":"CNRS, ENSEEIHT-IRIToulouse, Frances","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I1294671590","https://openalex.org/I4387153255"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010299607","display_name":"Darryl Veitch","orcid":"https://orcid.org/0000-0001-8163-3464"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"D. Veitch","raw_affiliation_strings":["Dept. EEE, University of Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Dept. EEE, University of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5069426959"],"corresponding_institution_ids":["https://openalex.org/I4387152154","https://openalex.org/I176979517","https://openalex.org/I184597095"],"apc_list":null,"apc_paid":null,"fwci":2.0007908,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.88293078,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"5530","last_page":"5534"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9988999962806702,"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":0.9988999962806702,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9929999709129333,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.6555290222167969},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.638270914554596},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6364334225654602},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5982679724693298},{"id":"https://openalex.org/keywords/random-projection","display_name":"Random projection","score":0.5394334197044373},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4747258424758911},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.451842337846756},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.4364278316497803},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38751015067100525},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36763161420822144},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15142366290092468},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11471310257911682},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07111603021621704}],"concepts":[{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.6555290222167969},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.638270914554596},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6364334225654602},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5982679724693298},{"id":"https://openalex.org/C2777036070","wikidata":"https://www.wikidata.org/wiki/Q18393452","display_name":"Random projection","level":2,"score":0.5394334197044373},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4747258424758911},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.451842337846756},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.4364278316497803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38751015067100525},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36763161420822144},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15142366290092468},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11471310257911682},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07111603021621704},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2015.7179029","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2015.7179029","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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":36,"referenced_works":["https://openalex.org/W149523093","https://openalex.org/W1577309779","https://openalex.org/W1965972569","https://openalex.org/W1989454965","https://openalex.org/W1998743370","https://openalex.org/W2026784425","https://openalex.org/W2038536589","https://openalex.org/W2039207705","https://openalex.org/W2040333627","https://openalex.org/W2043711675","https://openalex.org/W2055434856","https://openalex.org/W2061133001","https://openalex.org/W2065202763","https://openalex.org/W2070775244","https://openalex.org/W2102481563","https://openalex.org/W2105818147","https://openalex.org/W2110574819","https://openalex.org/W2114839095","https://openalex.org/W2115755118","https://openalex.org/W2116618651","https://openalex.org/W2120664731","https://openalex.org/W2121511513","https://openalex.org/W2127084909","https://openalex.org/W2151679552","https://openalex.org/W2155669300","https://openalex.org/W2155915275","https://openalex.org/W2157578436","https://openalex.org/W2164210932","https://openalex.org/W2166858086","https://openalex.org/W3033744326","https://openalex.org/W4246524285","https://openalex.org/W4251335428","https://openalex.org/W4313784310","https://openalex.org/W6606098666","https://openalex.org/W6641538317","https://openalex.org/W6657020421"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4377864969","https://openalex.org/W2972971679"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,67,75],"new":[3],"anomaly":[4],"detector":[5,71],"for":[6,41,56,62],"data":[7],"traffic,":[8],"'SMS',":[9],"based":[10],"on":[11],"combining":[12],"random":[13],"projections":[14],"(sketches)":[15],"with":[16],"multiscale":[17,45],"analysis,":[18,58],"which":[19],"has":[20],"low":[21],"computational":[22],"complexity.":[23],"The":[24,44,69],"sketches":[25],"allow":[26],"'normal'":[27],"traffic":[28,82],"to":[29,64],"be":[30,65],"automatically":[31],"and":[32,35,87],"robustly":[33],"extracted,":[34],"anomalies":[36],"detected,":[37],"without":[38,59],"the":[39,84],"need":[40,61],"training":[42],"data.":[43],"analysis":[46],"extracts":[47],"statistical":[48],"descriptors,":[49],"using":[50,74],"wavelet":[51],"leader":[52],"tools":[53],"developed":[54],"recently":[55],"multifractal":[57],"any":[60],"timescales":[63],"selected":[66],"priori.":[68],"proposed":[70],"is":[72],"illustrated":[73],"large":[76],"recent":[77],"dataset":[78],"of":[79],"Internet":[80],"backbone":[81],"from":[83],"MAWI":[85],"archive,":[86],"compared":[88],"against":[89],"existing":[90],"detectors.":[91]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}