{"id":"https://openalex.org/W2887451643","doi":"https://doi.org/10.1145/3230833.3233264","title":"Towards Distributed Network Covert Channels Detection Using Data Mining-based Approach","display_name":"Towards Distributed Network Covert Channels Detection Using Data Mining-based Approach","publication_year":2018,"publication_date":"2018-08-13","ids":{"openalex":"https://openalex.org/W2887451643","doi":"https://doi.org/10.1145/3230833.3233264","mag":"2887451643"},"language":"en","primary_location":{"id":"doi:10.1145/3230833.3233264","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3230833.3233264","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Availability, Reliability and Security","raw_type":"proceedings-article"},"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/A5023991715","display_name":"Krzysztof Cabaj","orcid":"https://orcid.org/0000-0002-5955-5890"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krzysztof Cabaj","raw_affiliation_strings":["Warsaw University of Technology, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089469997","display_name":"Wojciech Mazurczyk","orcid":"https://orcid.org/0000-0002-8509-4127"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Wojciech Mazurczyk","raw_affiliation_strings":["Warsaw University of Technology, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056404349","display_name":"P. Nowakowski","orcid":"https://orcid.org/0000-0001-8971-0874"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Piotr Nowakowski","raw_affiliation_strings":["Warsaw University of Technology, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057334708","display_name":"Piotr \u017b\u00f3rawski","orcid":"https://orcid.org/0000-0002-9874-2162"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Piotr \u017b\u00f3rawski","raw_affiliation_strings":["Warsaw University of Technology, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I108403487"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"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":0.9997000098228455,"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":0.9997000098228455,"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/computer-science","display_name":"Computer science","score":0.8053230047225952},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.7778217792510986},{"id":"https://openalex.org/keywords/covert","display_name":"Covert","score":0.7230352759361267},{"id":"https://openalex.org/keywords/covert-channel","display_name":"Covert channel","score":0.6357638835906982},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.585261344909668},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4267265498638153},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34986498951911926},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.10782718658447266},{"id":"https://openalex.org/keywords/cloud-computing-security","display_name":"Cloud computing security","score":0.07819998264312744}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8053230047225952},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.7778217792510986},{"id":"https://openalex.org/C2779338814","wikidata":"https://www.wikidata.org/wiki/Q5179285","display_name":"Covert","level":2,"score":0.7230352759361267},{"id":"https://openalex.org/C29024540","wikidata":"https://www.wikidata.org/wiki/Q1476964","display_name":"Covert channel","level":5,"score":0.6357638835906982},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.585261344909668},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4267265498638153},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34986498951911926},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.10782718658447266},{"id":"https://openalex.org/C184842701","wikidata":"https://www.wikidata.org/wiki/Q370563","display_name":"Cloud computing security","level":3,"score":0.07819998264312744},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C103377522","wikidata":"https://www.wikidata.org/wiki/Q3493999","display_name":"Security information and event management","level":4,"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:10.1145/3230833.3233264","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3230833.3233264","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Availability, Reliability and Security","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332467","display_name":"U.S. Air Force","ror":"https://ror.org/006gmme17"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1981844530","https://openalex.org/W2011224223","https://openalex.org/W2013305764","https://openalex.org/W2541749981","https://openalex.org/W2776888948","https://openalex.org/W2963514896","https://openalex.org/W3103457769"],"related_works":["https://openalex.org/W2409612194","https://openalex.org/W4224042389","https://openalex.org/W174282171","https://openalex.org/W20460883","https://openalex.org/W1587013156","https://openalex.org/W4239080508","https://openalex.org/W2326198059","https://openalex.org/W4319780484","https://openalex.org/W4386088729","https://openalex.org/W4376311794"],"abstract_inverted_index":{"Currently,":[0],"due":[1],"to":[2,30,53],"improvements":[3],"in":[4,51,87],"defensive":[5],"systems":[6],"network":[7],"covert":[8,60],"channels":[9],"are":[10,44],"increasingly":[11,46],"drawing":[12],"attention":[13],"of":[14,24,72,96],"cybercriminals":[15],"and":[16,28,117],"malware":[17],"developers":[18],"as":[19,48],"they":[20],"can":[21],"provide":[22],"stealthiness":[23],"the":[25,36,39,49,56,59,70],"malicious":[26],"communication":[27],"thus":[29],"bypass":[31],"existing":[32],"security":[33],"solutions.":[34],"On":[35],"other":[37],"hand,":[38],"utilized":[40],"data":[41,61,93],"hiding":[42],"methods":[43],"getting":[45],"sophisticated":[47],"attackers,":[50],"order":[52],"stay":[54],"under":[55],"radar,":[57],"distribute":[58],"among":[62],"many":[63],"connections,":[64],"protocols,":[65],"etc.":[66],"That":[67],"is":[68],"why,":[69],"detection":[71,95],"such":[73,97,113],"threats":[74,99],"becomes":[75],"a":[76,92],"pressing":[77],"issue.":[78],"In":[79],"this":[80,88],"paper":[81],"we":[82],"make":[83],"an":[84],"initial":[85,108],"step":[86],"direction":[89],"by":[90],"presenting":[91],"mining-based":[94],"advanced":[98],"which":[100],"relies":[101],"on":[102],"pattern":[103],"discovery":[104],"technique.":[105],"The":[106],"obtained,":[107],"experimental":[109],"results":[110],"indicate":[111],"that":[112],"solution":[114],"has":[115],"potential":[116],"should":[118],"be":[119],"further":[120],"investigated.":[121]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
