{"id":"https://openalex.org/W2009255782","doi":"https://doi.org/10.1007/s10922-014-9324-6","title":"How Robust Can a Machine Learning Approach Be for Classifying Encrypted VoIP?","display_name":"How Robust Can a Machine Learning Approach Be for Classifying Encrypted VoIP?","publication_year":2014,"publication_date":"2014-07-16","ids":{"openalex":"https://openalex.org/W2009255782","doi":"https://doi.org/10.1007/s10922-014-9324-6","mag":"2009255782"},"language":"en","primary_location":{"id":"doi:10.1007/s10922-014-9324-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10922-014-9324-6","pdf_url":null,"source":{"id":"https://openalex.org/S67072002","display_name":"Journal of Network and Systems Management","issn_l":"1064-7570","issn":["1064-7570","1573-7705"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Network and Systems Management","raw_type":"journal-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/A5064562846","display_name":"Riyad Alshammari","orcid":"https://orcid.org/0000-0002-0529-2458"},"institutions":[{"id":"https://openalex.org/I185203018","display_name":"King Saud bin Abdulaziz University for Health Sciences","ror":"https://ror.org/0149jvn88","country_code":"SA","type":"education","lineage":["https://openalex.org/I185203018"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Riyad Alshammari","raw_affiliation_strings":["College of Public Health and Health Informatics, King Saud Bin Abdulaziz University for Health Sciences, P.O. Box 22490, Riyadh, 11426, Kingdom of Saudi Arabia","College of Public Health and Health Informatics, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Kingdom of Saudi Arabia 11426#TAB#"],"affiliations":[{"raw_affiliation_string":"College of Public Health and Health Informatics, King Saud Bin Abdulaziz University for Health Sciences, P.O. Box 22490, Riyadh, 11426, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I185203018"]},{"raw_affiliation_string":"College of Public Health and Health Informatics, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Kingdom of Saudi Arabia 11426#TAB#","institution_ids":["https://openalex.org/I185203018"]}]},{"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, B3H 1W5, Canada","Faculty of Computer Science, Dalhousie University, Halifax, Canada B3H 1W5#TAB#"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Dalhousie University, Halifax, NS, B3H 1W5, Canada","institution_ids":["https://openalex.org/I129902397"]},{"raw_affiliation_string":"Faculty of Computer Science, Dalhousie University, Halifax, Canada B3H 1W5#TAB#","institution_ids":["https://openalex.org/I129902397"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5064562846"],"corresponding_institution_ids":["https://openalex.org/I185203018"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":1.2719,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.8469877,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"23","issue":"4","first_page":"830","last_page":"869"},"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":0.9994000196456909,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.888073742389679},{"id":"https://openalex.org/keywords/traffic-classification","display_name":"Traffic classification","score":0.8159581422805786},{"id":"https://openalex.org/keywords/deep-packet-inspection","display_name":"Deep packet inspection","score":0.7753593921661377},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.7336999177932739},{"id":"https://openalex.org/keywords/voice-over-ip","display_name":"Voice over IP","score":0.7238566875457764},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6859897375106812},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.5360325574874878},{"id":"https://openalex.org/keywords/firewall","display_name":"Firewall (physics)","score":0.5178811550140381},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.4936267137527466},{"id":"https://openalex.org/keywords/internet-traffic","display_name":"Internet traffic","score":0.46934258937835693},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.46895092725753784},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.45936650037765503},{"id":"https://openalex.org/keywords/payload","display_name":"Payload (computing)","score":0.4562697112560272},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4157082140445709},{"id":"https://openalex.org/keywords/traffic-analysis","display_name":"Traffic analysis","score":0.4118351340293884},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3395944833755493}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.888073742389679},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.8159581422805786},{"id":"https://openalex.org/C204679922","wikidata":"https://www.wikidata.org/wiki/Q734252","display_name":"Deep packet inspection","level":3,"score":0.7753593921661377},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.7336999177932739},{"id":"https://openalex.org/C171246234","wikidata":"https://www.wikidata.org/wiki/Q81945","display_name":"Voice over IP","level":3,"score":0.7238566875457764},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6859897375106812},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.5360325574874878},{"id":"https://openalex.org/C77714075","wikidata":"https://www.wikidata.org/wiki/Q5452017","display_name":"Firewall (physics)","level":5,"score":0.5178811550140381},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.4936267137527466},{"id":"https://openalex.org/C63969886","wikidata":"https://www.wikidata.org/wiki/Q3536440","display_name":"Internet traffic","level":3,"score":0.46934258937835693},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.46895092725753784},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.45936650037765503},{"id":"https://openalex.org/C134066672","wikidata":"https://www.wikidata.org/wiki/Q1424639","display_name":"Payload (computing)","level":3,"score":0.4562697112560272},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4157082140445709},{"id":"https://openalex.org/C2781317605","wikidata":"https://www.wikidata.org/wiki/Q7832483","display_name":"Traffic analysis","level":2,"score":0.4118351340293884},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3395944833755493},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C183915046","wikidata":"https://www.wikidata.org/wiki/Q1316152","display_name":"Charged black hole","level":4,"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/C115304011","wikidata":"https://www.wikidata.org/wiki/Q72755","display_name":"Schwarzschild radius","level":3,"score":0.0},{"id":"https://openalex.org/C124017977","wikidata":"https://www.wikidata.org/wiki/Q11412","display_name":"Gravitation","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10922-014-9324-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10922-014-9324-6","pdf_url":null,"source":{"id":"https://openalex.org/S67072002","display_name":"Journal of Network and Systems Management","issn_l":"1064-7570","issn":["1064-7570","1573-7705"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Network and Systems Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W105475431","https://openalex.org/W1495633614","https://openalex.org/W1521553548","https://openalex.org/W1552846989","https://openalex.org/W1608222975","https://openalex.org/W1618185284","https://openalex.org/W1767804300","https://openalex.org/W1964234701","https://openalex.org/W1973668864","https://openalex.org/W1984987629","https://openalex.org/W1993028889","https://openalex.org/W1995945562","https://openalex.org/W1997487781","https://openalex.org/W2006246796","https://openalex.org/W2012095206","https://openalex.org/W2041855183","https://openalex.org/W2064741734","https://openalex.org/W2073089243","https://openalex.org/W2087405576","https://openalex.org/W2094301398","https://openalex.org/W2096118443","https://openalex.org/W2102351657","https://openalex.org/W2105802878","https://openalex.org/W2119271160","https://openalex.org/W2120152316","https://openalex.org/W2120948237","https://openalex.org/W2121973001","https://openalex.org/W2122226347","https://openalex.org/W2122491585","https://openalex.org/W2132481770","https://openalex.org/W2132529314","https://openalex.org/W2133473417","https://openalex.org/W2134533574","https://openalex.org/W2135088779","https://openalex.org/W2140471436","https://openalex.org/W2143305710","https://openalex.org/W2148035254","https://openalex.org/W2150779517","https://openalex.org/W2152498377","https://openalex.org/W2171275292","https://openalex.org/W2171590131","https://openalex.org/W2751318774","https://openalex.org/W3150719513","https://openalex.org/W3151983878","https://openalex.org/W3160447194","https://openalex.org/W4249070941","https://openalex.org/W4300591638","https://openalex.org/W4366495719"],"related_works":["https://openalex.org/W3171671300","https://openalex.org/W2770628370","https://openalex.org/W2062731068","https://openalex.org/W1987463739","https://openalex.org/W4293901154","https://openalex.org/W2073876080","https://openalex.org/W2023141338","https://openalex.org/W23840132","https://openalex.org/W2885862920","https://openalex.org/W2964663688"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
