{"id":"https://openalex.org/W2141253727","doi":"https://doi.org/10.1109/cisda.2013.6595430","title":"Investigating application behavior in network traffic traces","display_name":"Investigating application behavior in network traffic traces","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W2141253727","doi":"https://doi.org/10.1109/cisda.2013.6595430","mag":"2141253727"},"language":"en","primary_location":{"id":"doi:10.1109/cisda.2013.6595430","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisda.2013.6595430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA)","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/A5076825621","display_name":"Vahid Aghaei Foroushani","orcid":null},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Vahid Aghaei Foroushani","raw_affiliation_strings":["Faculty of Computer Science, Dalhousie University, Halifax, NS, Canada","Fac. of Comput. Sci., Dalhousie Univ., Halifax, NS, Canada#TAB#"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Dalhousie University, Halifax, NS, Canada","institution_ids":["https://openalex.org/I129902397"]},{"raw_affiliation_string":"Fac. of Comput. Sci., Dalhousie Univ., Halifax, NS, Canada#TAB#","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008462534","display_name":"A. Nur Zincir\u2010Heywood","orcid":"https://orcid.org/0000-0003-2796-7265"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"A. Nur Zincir-Heywood","raw_affiliation_strings":["Faculty of Computer Science, Dalhousie University, Halifax, NS, Canada","Fac. of Comput. Sci., Dalhousie Univ., Halifax, NS, Canada#TAB#"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Dalhousie University, Halifax, NS, Canada","institution_ids":["https://openalex.org/I129902397"]},{"raw_affiliation_string":"Fac. of Comput. Sci., Dalhousie Univ., Halifax, NS, Canada#TAB#","institution_ids":["https://openalex.org/I129902397"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5076825621"],"corresponding_institution_ids":["https://openalex.org/I129902397"],"apc_list":null,"apc_paid":null,"fwci":0.9618,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82977403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"72","last_page":"79"},"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.993399977684021,"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":0.6297443509101868},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3719930648803711}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6297443509101868},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3719930648803711}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisda.2013.6595430","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisda.2013.6595430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA)","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":0.7599999904632568}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321629","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80"},{"id":"https://openalex.org/F4320334904","display_name":"National Institute for Materials Science","ror":"https://ror.org/026v1ze26"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1495633614","https://openalex.org/W1516506771","https://openalex.org/W1521553548","https://openalex.org/W1524496078","https://openalex.org/W1674877186","https://openalex.org/W1964234701","https://openalex.org/W1993028889","https://openalex.org/W1995945562","https://openalex.org/W2012095206","https://openalex.org/W2041855183","https://openalex.org/W2073089243","https://openalex.org/W2118325431","https://openalex.org/W2119271160","https://openalex.org/W2121973001","https://openalex.org/W2122226347","https://openalex.org/W2127561666","https://openalex.org/W2133473417","https://openalex.org/W2148035254","https://openalex.org/W2170916850","https://openalex.org/W2751318774","https://openalex.org/W4255466918","https://openalex.org/W6637096788","https://openalex.org/W6980278418"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"Identifying":[0],"encrypted":[1,68,103,111],"application":[2,32,97],"traffic":[3,37],"is":[4,91],"an":[5],"important":[6],"issue":[7],"for":[8],"many":[9],"network":[10],"tasks":[11],"including":[12],"quality":[13],"of":[14,58],"service,":[15],"firewall":[16],"enforcement":[17],"and":[18,77],"security.":[19],"This":[20],"paper":[21],"presents":[22],"a":[23,35,40,51,62],"machine":[24],"learning":[25],"based":[26],"approach":[27,42,60],"to":[28,93],"identify":[29,94],"high":[30,95],"level":[31,96],"behavior":[33,98],"in":[34,110],"given":[36],"trace":[38],"using":[39,81],"holistic":[41],"without":[43,49],"looking":[44],"into":[45],"the":[46,56],"content":[47],"or":[48],"checking":[50],"static":[52],"attribute.":[53],"We":[54],"demonstrate":[55],"effectiveness":[57],"our":[59],"as":[61,100,104,106],"forensic":[63],"analysis":[64],"tool":[65],"on":[66],"five":[67],"applications":[69],"namely":[70],"SSH,":[71],"Skype,":[72],"Gtalk,":[73],"SSL":[74],"(No":[75],"Web)":[76],"HTTPS":[78],"(Web":[79],"Browsing),":[80],"traces":[82],"captured":[83],"from":[84],"different":[85],"networks.":[86],"Results":[87],"indicate":[88],"that":[89],"it":[90],"possible":[92],"such":[99],"unencrypted":[101],"versus":[102],"well":[105],"identifying":[107],"services":[108],"running":[109],"tunnels.":[112]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
