{"id":"https://openalex.org/W3106835446","doi":"https://doi.org/10.1109/icnp49622.2020.9259387","title":"Poster: Feasibility of Malware Traffic Analysis through TLS-Encrypted Flow Visualization","display_name":"Poster: Feasibility of Malware Traffic Analysis through TLS-Encrypted Flow Visualization","publication_year":2020,"publication_date":"2020-10-13","ids":{"openalex":"https://openalex.org/W3106835446","doi":"https://doi.org/10.1109/icnp49622.2020.9259387","mag":"3106835446"},"language":"en","primary_location":{"id":"doi:10.1109/icnp49622.2020.9259387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnp49622.2020.9259387","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 28th International Conference on Network Protocols (ICNP)","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/A5101522905","display_name":"Dong-Eon Kim","orcid":"https://orcid.org/0000-0003-0664-7406"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Dongeon Kim","raw_affiliation_strings":["Cyber Security Major, Division of Applied Mathematical Sciences, Korea University Sejong Campus, Sejong, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Cyber Security Major, Division of Applied Mathematical Sciences, Korea University Sejong Campus, Sejong, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101222184","display_name":"Jihun Han","orcid":"https://orcid.org/0009-0002-2168-6454"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jihun Han","raw_affiliation_strings":["Cyber Security Major, Division of Applied Mathematical Sciences, Korea University Sejong Campus, Sejong, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Cyber Security Major, Division of Applied Mathematical Sciences, Korea University Sejong Campus, Sejong, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100398234","display_name":"Jinwoo Lee","orcid":"https://orcid.org/0009-0006-7759-8129"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinwoo Lee","raw_affiliation_strings":["Cyber Security Major, Division of Applied Mathematical Sciences, Korea University Sejong Campus, Sejong, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Cyber Security Major, Division of Applied Mathematical Sciences, Korea University Sejong Campus, Sejong, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020502122","display_name":"Heejun Roh","orcid":"https://orcid.org/0000-0002-6432-3234"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Heejun Roh","raw_affiliation_strings":["Cyber Security Major, Division of Applied Mathematical Sciences, Korea University Sejong Campus, Sejong, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Cyber Security Major, Division of Applied Mathematical Sciences, Korea University Sejong Campus, Sejong, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100602693","display_name":"Wonjun Lee","orcid":"https://orcid.org/0000-0001-5286-6541"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Wonjun Lee","raw_affiliation_strings":["School of Cybersecurity, Korea University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Cybersecurity, Korea University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101522905"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":null,"apc_paid":null,"fwci":0.6167,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.71915808,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9998999834060669,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.8830487132072449},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.841452956199646},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.7607402205467224},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.6575732231140137},{"id":"https://openalex.org/keywords/malware-analysis","display_name":"Malware analysis","score":0.5328550934791565},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5313127040863037},{"id":"https://openalex.org/keywords/traffic-analysis","display_name":"Traffic analysis","score":0.45329588651657104},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4490011930465698},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4489443302154541},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4393068552017212},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3831876814365387},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.328465074300766},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3139895796775818},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.23176634311676025}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8830487132072449},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.841452956199646},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.7607402205467224},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.6575732231140137},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.5328550934791565},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5313127040863037},{"id":"https://openalex.org/C2781317605","wikidata":"https://www.wikidata.org/wiki/Q7832483","display_name":"Traffic analysis","level":2,"score":0.45329588651657104},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4490011930465698},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4489443302154541},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4393068552017212},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3831876814365387},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.328465074300766},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3139895796775818},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.23176634311676025},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnp49622.2020.9259387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnp49622.2020.9259387","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 28th International Conference on Network Protocols (ICNP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2010065958","https://openalex.org/W2537766808","https://openalex.org/W2963065250"],"related_works":["https://openalex.org/W2469507153","https://openalex.org/W2768892939","https://openalex.org/W2008790809","https://openalex.org/W2134874482","https://openalex.org/W4285507391","https://openalex.org/W2397240470","https://openalex.org/W83212619","https://openalex.org/W2602767565","https://openalex.org/W2359215675","https://openalex.org/W4242181317"],"abstract_inverted_index":{"With":[0],"the":[1],"wide":[2],"adoption":[3],"of":[4,8],"TLS,":[5],"malware's":[6],"use":[7],"TLS":[9],"is":[10,21],"also":[11],"growing":[12],"fast.":[13],"However,":[14],"fine-grained":[15],"feature":[16],"selection":[17],"in":[18],"existing":[19],"approaches":[20],"too":[22],"burdensome.":[23],"To":[24],"this":[25],"end,":[26],"we":[27],"propose":[28],"to":[29],"visualize":[30],"TLS-encrypted":[31],"flow":[32],"metadata":[33],"as":[34],"an":[35],"image":[36],"for":[37],"better":[38],"malware":[39],"traffic":[40],"analysis":[41],"and":[42,48],"classification.":[43],"We":[44],"discuss":[45],"its":[46],"feasibility":[47],"show":[49],"some":[50],"preliminary":[51],"classification":[52],"results":[53],"with":[54],"high":[55],"accuracy.":[56]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}