{"id":"https://openalex.org/W2486050448","doi":"https://doi.org/10.1007/978-3-319-31863-9_10","title":"k-NN Classification of Malware in HTTPS Traffic Using the Metric Space Approach","display_name":"k-NN Classification of Malware in HTTPS Traffic Using the Metric Space Approach","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2486050448","doi":"https://doi.org/10.1007/978-3-319-31863-9_10","mag":"2486050448"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-31863-9_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-31863-9_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5010725699","display_name":"Jakub Loko\u010d","orcid":"https://orcid.org/0000-0002-3558-4144"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jakub Loko\u010d","raw_affiliation_strings":["SIRET Research Group, Department of Software Engineering, Faculty of Mathematics and Physics, Charles University in Prague, Prague, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SIRET Research Group, Department of Software Engineering, Faculty of Mathematics and Physics, Charles University in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103176235","display_name":"Jan Kohout","orcid":"https://orcid.org/0000-0002-3410-3898"},"institutions":[{"id":"https://openalex.org/I4210146034","display_name":"Cisco Systems (Czechia)","ror":"https://ror.org/04dg1g218","country_code":"CZ","type":"company","lineage":["https://openalex.org/I135428043","https://openalex.org/I4210146034"]},{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Kohout","raw_affiliation_strings":["Department of Computer Science and Engineering, FEE, Czech Technical University in Prague, Cisco Systems, Inc., Cognitive Research Center in Prague, Prague, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, FEE, Czech Technical University in Prague, Cisco Systems, Inc., Cognitive Research Center in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I4210146034","https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071783185","display_name":"P\u0159emysl \u010cech","orcid":"https://orcid.org/0000-0001-6291-5909"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"P\u0159emysl \u010cech","raw_affiliation_strings":["SIRET Research Group, Department of Software Engineering, Faculty of Mathematics and Physics, Charles University in Prague, Prague, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SIRET Research Group, Department of Software Engineering, Faculty of Mathematics and Physics, Charles University in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013042933","display_name":"Tom\u00e1\u0161 Skopal","orcid":"https://orcid.org/0000-0002-6591-0879"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Tom\u00e1\u0161 Skopal","raw_affiliation_strings":["SIRET Research Group, Department of Software Engineering, Faculty of Mathematics and Physics, Charles University in Prague, Prague, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SIRET Research Group, Department of Software Engineering, Faculty of Mathematics and Physics, Charles University in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059337672","display_name":"Tom\u00e1\u0161 Pevn\u00fd","orcid":"https://orcid.org/0000-0002-5768-9713"},"institutions":[{"id":"https://openalex.org/I4210146034","display_name":"Cisco Systems (Czechia)","ror":"https://ror.org/04dg1g218","country_code":"CZ","type":"company","lineage":["https://openalex.org/I135428043","https://openalex.org/I4210146034"]},{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Tom\u00e1\u0161 Pevn\u00fd","raw_affiliation_strings":["Department of Computer Science and Engineering, FEE, Czech Technical University in Prague, Cisco Systems, Inc., Cognitive Research Center in Prague, Prague, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, FEE, Czech Technical University in Prague, Cisco Systems, Inc., Cognitive Research Center in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I4210146034","https://openalex.org/I44504214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071783185"],"corresponding_institution_ids":["https://openalex.org/I21250087"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.0401,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.9513245,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"131","last_page":"145"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9995999932289124,"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":0.9995999932289124,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9995999932289124,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9991000294685364,"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/malware","display_name":"Malware","score":0.8496558666229248},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7920575141906738},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.7618938684463501},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5828787684440613},{"id":"https://openalex.org/keywords/metric-space","display_name":"Metric space","score":0.5058047771453857},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42690154910087585},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4247158169746399},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4215899705886841},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4102746248245239},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13425272703170776},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.0760299563407898},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.06823191046714783},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.05659946799278259},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.049645960330963135}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8496558666229248},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7920575141906738},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.7618938684463501},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5828787684440613},{"id":"https://openalex.org/C198043062","wikidata":"https://www.wikidata.org/wiki/Q180953","display_name":"Metric space","level":2,"score":0.5058047771453857},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42690154910087585},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4247158169746399},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4215899705886841},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4102746248245239},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13425272703170776},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0760299563407898},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.06823191046714783},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.05659946799278259},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.049645960330963135},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-31863-9_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-31863-9_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W70584117","https://openalex.org/W182666420","https://openalex.org/W299839057","https://openalex.org/W1489583541","https://openalex.org/W1502916507","https://openalex.org/W1554174647","https://openalex.org/W1583141315","https://openalex.org/W1779735989","https://openalex.org/W1827212170","https://openalex.org/W1973836650","https://openalex.org/W1992110042","https://openalex.org/W2027184711","https://openalex.org/W2038044292","https://openalex.org/W2044003023","https://openalex.org/W2070705506","https://openalex.org/W2100644924","https://openalex.org/W2134632326","https://openalex.org/W2157092487","https://openalex.org/W2157349061","https://openalex.org/W2187089797","https://openalex.org/W2255206882","https://openalex.org/W2949288495"],"related_works":["https://openalex.org/W2097492617","https://openalex.org/W2753240997","https://openalex.org/W1764168690","https://openalex.org/W2537959205","https://openalex.org/W2740895074","https://openalex.org/W2772446090","https://openalex.org/W4284893819","https://openalex.org/W3152891574","https://openalex.org/W3213487368","https://openalex.org/W4297851895"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}