{"id":"https://openalex.org/W2050261031","doi":"https://doi.org/10.1109/iccw.2013.6649440","title":"Training traffic classifiers with arbitrary packet sets","display_name":"Training traffic classifiers with arbitrary packet sets","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2050261031","doi":"https://doi.org/10.1109/iccw.2013.6649440","mag":"2050261031"},"language":"en","primary_location":{"id":"doi:10.1109/iccw.2013.6649440","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccw.2013.6649440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Communications Workshops (ICC)","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/A5108074704","display_name":"Runxin Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I7478328","display_name":"Waterford Institute of Technology","ror":"https://ror.org/03ypxwh20","country_code":"IE","type":"nonprofit","lineage":["https://openalex.org/I7478328"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Runxin Wang","raw_affiliation_strings":["TSSG, Waterford Institute of Technology, Ireland","TSSG, Waterford Institute of Technology Waterford, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TSSG, Waterford Institute of Technology, Ireland","institution_ids":["https://openalex.org/I7478328"]},{"raw_affiliation_string":"TSSG, Waterford Institute of Technology Waterford, Ireland","institution_ids":["https://openalex.org/I7478328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100666184","display_name":"Lei Shi","orcid":"https://orcid.org/0000-0002-5215-025X"},"institutions":[{"id":"https://openalex.org/I7478328","display_name":"Waterford Institute of Technology","ror":"https://ror.org/03ypxwh20","country_code":"IE","type":"nonprofit","lineage":["https://openalex.org/I7478328"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Lei Shi","raw_affiliation_strings":["TSSG, Waterford Institute of Technology, Ireland","TSSG, Waterford Institute of Technology Waterford, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TSSG, Waterford Institute of Technology, Ireland","institution_ids":["https://openalex.org/I7478328"]},{"raw_affiliation_string":"TSSG, Waterford Institute of Technology Waterford, Ireland","institution_ids":["https://openalex.org/I7478328"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042486447","display_name":"Brendan Jennings","orcid":"https://orcid.org/0000-0002-4945-7031"},"institutions":[{"id":"https://openalex.org/I7478328","display_name":"Waterford Institute of Technology","ror":"https://ror.org/03ypxwh20","country_code":"IE","type":"nonprofit","lineage":["https://openalex.org/I7478328"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Brendan Jennings","raw_affiliation_strings":["TSSG, Waterford Institute of Technology, Ireland","TSSG, Waterford Institute of Technology Waterford, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TSSG, Waterford Institute of Technology, Ireland","institution_ids":["https://openalex.org/I7478328"]},{"raw_affiliation_string":"TSSG, Waterford Institute of Technology Waterford, Ireland","institution_ids":["https://openalex.org/I7478328"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.09218977,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1314","last_page":"1318"},"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":0.9994999766349792,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/network-packet","display_name":"Network packet","score":0.8212298154830933},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.782508134841919},{"id":"https://openalex.org/keywords/traffic-classification","display_name":"Traffic classification","score":0.7114861011505127},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6261395812034607},{"id":"https://openalex.org/keywords/payload","display_name":"Payload (computing)","score":0.6067788004875183},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5348023176193237},{"id":"https://openalex.org/keywords/cascading-classifiers","display_name":"Cascading classifiers","score":0.4753510653972626},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4142898619174957},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3529602289199829},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3330512046813965},{"id":"https://openalex.org/keywords/random-subspace-method","display_name":"Random subspace method","score":0.3249630033969879}],"concepts":[{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.8212298154830933},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.782508134841919},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.7114861011505127},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6261395812034607},{"id":"https://openalex.org/C134066672","wikidata":"https://www.wikidata.org/wiki/Q1424639","display_name":"Payload (computing)","level":3,"score":0.6067788004875183},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5348023176193237},{"id":"https://openalex.org/C40651066","wikidata":"https://www.wikidata.org/wiki/Q5048220","display_name":"Cascading classifiers","level":4,"score":0.4753510653972626},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4142898619174957},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3529602289199829},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3330512046813965},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.3249630033969879}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccw.2013.6649440","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccw.2013.6649440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Communications Workshops (ICC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.41999998688697815}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320838","display_name":"Higher Education Authority","ror":"https://ror.org/0471xye93"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W8717022","https://openalex.org/W149523093","https://openalex.org/W1543537233","https://openalex.org/W1586284606","https://openalex.org/W1981663184","https://openalex.org/W1985902740","https://openalex.org/W1999880153","https://openalex.org/W2005802709","https://openalex.org/W2011628134","https://openalex.org/W2012095206","https://openalex.org/W2055261595","https://openalex.org/W2063432924","https://openalex.org/W2089717577","https://openalex.org/W2119271160","https://openalex.org/W2120948237","https://openalex.org/W2125055259","https://openalex.org/W2137632784","https://openalex.org/W2156123711","https://openalex.org/W2168163385","https://openalex.org/W4255738146","https://openalex.org/W6600333044","https://openalex.org/W6606098666","https://openalex.org/W6632497110","https://openalex.org/W6683135878"],"related_works":["https://openalex.org/W2388864896","https://openalex.org/W2407804800","https://openalex.org/W2117265009","https://openalex.org/W2913388591","https://openalex.org/W2354764946","https://openalex.org/W1995521197","https://openalex.org/W2953702789","https://openalex.org/W2125266525","https://openalex.org/W108062576","https://openalex.org/W354631666"],"abstract_inverted_index":{"Many":[0],"existing":[1],"machine":[2],"learning":[3],"based":[4],"traffic":[5,13,17,34],"classifiers":[6,37,43],"require":[7],"the":[8,24,68,98,101],"first":[9,102],"five":[10,103],"packets":[11,31,51,104],"in":[12,47,52,105],"flows":[14,53],"to":[15,32,58,66,80,97],"perform":[16],"classification.":[18,82],"In":[19],"this":[20],"work,":[21],"we":[22],"investigate":[23],"flexibility":[25],"of":[26,30],"using":[27,88,100],"arbitrary":[28],"sets":[29],"train":[33],"classifiers.":[35],"Such":[36],"could":[38,63],"be":[39,64],"used":[40,65,75],"as":[41],"auxiliary":[42],"that":[44,70,86],"would":[45],"function":[46],"cases":[48],"where":[49],"some":[50,77,89],"are":[54,74],"unavailable,":[55],"possibly":[56],"due":[57],"packet":[59,90],"losses/retransmissions.":[60],"Moreover,":[61],"they":[62],"mitigate":[67],"issue":[69],"payload":[71],"mutation":[72],"techniques":[73],"by":[76],"malicious":[78],"applications":[79],"evade":[81],"Experimental":[83],"results":[84],"show":[85],"with":[87],"sets,":[91],"our":[92],"classifier":[93,99],"produces":[94],"comparable":[95],"accuracy":[96],"flows.":[106]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
