{"id":"https://openalex.org/W2136241828","doi":"https://doi.org/10.1109/lcn.2010.5735770","title":"Rapid Identification of BitTorrent traffic","display_name":"Rapid Identification of BitTorrent traffic","publication_year":2010,"publication_date":"2010-10-01","ids":{"openalex":"https://openalex.org/W2136241828","doi":"https://doi.org/10.1109/lcn.2010.5735770","mag":"2136241828"},"language":"en","primary_location":{"id":"doi:10.1109/lcn.2010.5735770","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcn.2010.5735770","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Local Computer Network Conference","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/A5037388282","display_name":"Jason But","orcid":"https://orcid.org/0000-0001-6391-6380"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Jason But","raw_affiliation_strings":["Centre for Advanced Internet Architectures, Swinburne University of Technology, Melbourne, Australia","[Centre for Advanced Internet Architectures, Swinburne University of Technology, Melbourne, Australia]"],"affiliations":[{"raw_affiliation_string":"Centre for Advanced Internet Architectures, Swinburne University of Technology, Melbourne, Australia","institution_ids":["https://openalex.org/I57093077"]},{"raw_affiliation_string":"[Centre for Advanced Internet Architectures, Swinburne University of Technology, Melbourne, Australia]","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064991441","display_name":"Philip Branch","orcid":"https://orcid.org/0000-0003-2188-1452"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Philip Branch","raw_affiliation_strings":["Centre for Advanced Internet Architectures, Swinburne University of Technology, Melbourne, Australia","[Centre for Advanced Internet Architectures, Swinburne University of Technology, Melbourne, Australia]"],"affiliations":[{"raw_affiliation_string":"Centre for Advanced Internet Architectures, Swinburne University of Technology, Melbourne, Australia","institution_ids":["https://openalex.org/I57093077"]},{"raw_affiliation_string":"[Centre for Advanced Internet Architectures, Swinburne University of Technology, Melbourne, Australia]","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101798089","display_name":"Tung Le","orcid":"https://orcid.org/0000-0002-9900-7047"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tung Le","raw_affiliation_strings":["Centre for Advanced Internet Architectures, Swinburne University of Technology, Melbourne, Australia","[Centre for Advanced Internet Architectures, Swinburne University of Technology, Melbourne, Australia]"],"affiliations":[{"raw_affiliation_string":"Centre for Advanced Internet Architectures, Swinburne University of Technology, Melbourne, Australia","institution_ids":["https://openalex.org/I57093077"]},{"raw_affiliation_string":"[Centre for Advanced Internet Architectures, Swinburne University of Technology, Melbourne, Australia]","institution_ids":["https://openalex.org/I57093077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5037388282"],"corresponding_institution_ids":["https://openalex.org/I57093077"],"apc_list":null,"apc_paid":null,"fwci":4.1894,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.94221504,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"536","last_page":"543"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9987000226974487,"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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/bittorrent","display_name":"BitTorrent","score":0.9921507835388184},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8592957258224487},{"id":"https://openalex.org/keywords/traffic-classification","display_name":"Traffic classification","score":0.8134137392044067},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5567039251327515},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5314967036247253},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5270631313323975},{"id":"https://openalex.org/keywords/internet-traffic","display_name":"Internet traffic","score":0.5215311050415039},{"id":"https://openalex.org/keywords/deep-packet-inspection","display_name":"Deep packet inspection","score":0.5121950507164001},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5001363754272461},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4348411560058594},{"id":"https://openalex.org/keywords/internet-service-provider","display_name":"Internet service provider","score":0.41933977603912354},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16122528910636902}],"concepts":[{"id":"https://openalex.org/C520566109","wikidata":"https://www.wikidata.org/wiki/Q133862","display_name":"BitTorrent","level":3,"score":0.9921507835388184},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8592957258224487},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.8134137392044067},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5567039251327515},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5314967036247253},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5270631313323975},{"id":"https://openalex.org/C63969886","wikidata":"https://www.wikidata.org/wiki/Q3536440","display_name":"Internet traffic","level":3,"score":0.5215311050415039},{"id":"https://openalex.org/C204679922","wikidata":"https://www.wikidata.org/wiki/Q734252","display_name":"Deep packet inspection","level":3,"score":0.5121950507164001},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5001363754272461},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4348411560058594},{"id":"https://openalex.org/C2986707884","wikidata":"https://www.wikidata.org/wiki/Q11371","display_name":"Internet service provider","level":3,"score":0.41933977603912354},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16122528910636902},{"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":3,"locations":[{"id":"doi:10.1109/lcn.2010.5735770","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcn.2010.5735770","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Local Computer Network Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.337.6636","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.337.6636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:researchbank.swinburne.edu.au:b53eda08-3685-43cc-8189-ca1348293549/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/152163","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"35th Annual IEEE Conference on Local Computer Networks (LCN 2010), Denver, Colorado, United States, 11-14 October 2010, pp. 536-543","raw_type":"publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W23149702","https://openalex.org/W179049160","https://openalex.org/W239964209","https://openalex.org/W1522239898","https://openalex.org/W1570448133","https://openalex.org/W1978282450","https://openalex.org/W2012426554","https://openalex.org/W2096118443","https://openalex.org/W2100062282","https://openalex.org/W2100594177","https://openalex.org/W2119271160","https://openalex.org/W2144312996","https://openalex.org/W2149274049","https://openalex.org/W2156123711","https://openalex.org/W2168363039","https://openalex.org/W2966207845","https://openalex.org/W3150719513","https://openalex.org/W6609205758","https://openalex.org/W6631199709","https://openalex.org/W6634094483","https://openalex.org/W6653502008"],"related_works":["https://openalex.org/W2086648084","https://openalex.org/W23840132","https://openalex.org/W2964663688","https://openalex.org/W2770628370","https://openalex.org/W2073876080","https://openalex.org/W1987463739","https://openalex.org/W2023141338","https://openalex.org/W2885862920","https://openalex.org/W2027016628","https://openalex.org/W3163756987"],"abstract_inverted_index":{"BitTorrent":[0,17,47,89],"is":[1],"one":[2],"of":[3,46,93,97,104],"the":[4,10,43,72],"dominant":[5],"traffic":[6,18,29,48,90],"generating":[7],"applications":[8,111],"in":[9,19],"Internet":[11],"today.":[12],"The":[13],"ability":[14],"to":[15,25,35],"identify":[16],"real-time":[20,58],"could":[21],"allow":[22],"network":[23,28],"operators":[24],"better":[26,33],"manage":[27],"and":[30,49,67,95],"provide":[31],"a":[32,69],"service":[34],"their":[36],"customers.":[37],"In":[38],"this":[39],"paper":[40],"we":[41,86],"analyse":[42],"statistical":[44],"properties":[45],"select":[50],"four":[51],"features":[52],"that":[53,78,102],"can":[54,87],"be":[55],"used":[56],"for":[57],"classification":[59],"using":[60,71],"Machine":[61],"Learning":[62],"techniques.":[63],"We":[64,99],"then":[65,100],"train":[66],"test":[68],"classifier":[70],"C4.5":[73],"algorithm.":[74],"Our":[75],"results":[76],"show":[77,101],"based":[79],"on":[80,83],"statistics":[81],"calculated":[82],"150-packet":[84],"sub-flows,":[85],"classify":[88],"with":[91],"Recall":[92],"98.2%":[94],"Precision":[96],"96.5%.":[98],"98.1%":[103],"sub-flows":[105],"from":[106],"other":[107],"client-server":[108],"bulk":[109],"transfer":[110],"are":[112],"correctly":[113],"classified":[114],"as":[115],"non-BitTorrent.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":5}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}