{"id":"https://openalex.org/W1982521715","doi":"https://doi.org/10.1109/icumt.2012.6459796","title":"Towards steganography detection through network traffic visualisation","display_name":"Towards steganography detection through network traffic visualisation","publication_year":2012,"publication_date":"2012-10-01","ids":{"openalex":"https://openalex.org/W1982521715","doi":"https://doi.org/10.1109/icumt.2012.6459796","mag":"1982521715"},"language":"en","primary_location":{"id":"doi:10.1109/icumt.2012.6459796","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icumt.2012.6459796","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IV International Congress on Ultra Modern Telecommunications and Control Systems","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/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"]},{"id":"https://openalex.org/I4210125529","display_name":"National Institute of Telecommunications","ror":"https://ror.org/03053v606","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210125529"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Wojciech Mazurczyk","raw_affiliation_strings":["Institute of Telecommunications, Warsaw University of Technology, Warsaw, Poland","Institute of Telecommunications, Warsaw University of Technology, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Telecommunications, Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]},{"raw_affiliation_string":"Institute of Telecommunications, Warsaw University of Technology, Poland","institution_ids":["https://openalex.org/I108403487","https://openalex.org/I4210125529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009166088","display_name":"Krzysztof Szczypiorski","orcid":"https://orcid.org/0000-0001-8638-8584"},"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"]},{"id":"https://openalex.org/I4210125529","display_name":"National Institute of Telecommunications","ror":"https://ror.org/03053v606","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210125529"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krzysztof Szczypiorski","raw_affiliation_strings":["Institute of Telecommunications, Warsaw University of Technology, Warsaw, Poland","Institute of Telecommunications, Warsaw University of Technology, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Telecommunications, Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]},{"raw_affiliation_string":"Institute of Telecommunications, Warsaw University of Technology, Poland","institution_ids":["https://openalex.org/I108403487","https://openalex.org/I4210125529"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051075868","display_name":"Bartosz Jankowski","orcid":null},"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"]},{"id":"https://openalex.org/I4210125529","display_name":"National Institute of Telecommunications","ror":"https://ror.org/03053v606","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210125529"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Bartosz Jankowski","raw_affiliation_strings":["Institute of Telecommunications, Warsaw University of Technology, Warsaw, Poland","Institute of Telecommunications, Warsaw University of Technology, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Telecommunications, Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]},{"raw_affiliation_string":"Institute of Telecommunications, Warsaw University of Technology, Poland","institution_ids":["https://openalex.org/I108403487","https://openalex.org/I4210125529"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"947","last_page":"954"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9998000264167786,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9984999895095825,"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/visualization","display_name":"Visualization","score":0.8463507890701294},{"id":"https://openalex.org/keywords/steganography","display_name":"Steganography","score":0.8105560541152954},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.751656174659729},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.733959436416626},{"id":"https://openalex.org/keywords/steganalysis","display_name":"Steganalysis","score":0.7256708145141602},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6881015300750732},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5184226036071777},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.4880713224411011},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4197794198989868},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.38498303294181824},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.36753472685813904},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30916139483451843},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2285408079624176}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8463507890701294},{"id":"https://openalex.org/C108801101","wikidata":"https://www.wikidata.org/wiki/Q15032","display_name":"Steganography","level":3,"score":0.8105560541152954},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.751656174659729},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.733959436416626},{"id":"https://openalex.org/C107368093","wikidata":"https://www.wikidata.org/wiki/Q448176","display_name":"Steganalysis","level":4,"score":0.7256708145141602},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6881015300750732},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5184226036071777},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.4880713224411011},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4197794198989868},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.38498303294181824},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.36753472685813904},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30916139483451843},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2285408079624176}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icumt.2012.6459796","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icumt.2012.6459796","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IV International Congress on Ultra Modern Telecommunications and Control Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W25952552","https://openalex.org/W163101163","https://openalex.org/W1524489222","https://openalex.org/W1543388142","https://openalex.org/W1663485207","https://openalex.org/W1838763164","https://openalex.org/W1969617124","https://openalex.org/W1991357106","https://openalex.org/W1993704367","https://openalex.org/W2007087405","https://openalex.org/W2030637766","https://openalex.org/W2081746821","https://openalex.org/W2115448240","https://openalex.org/W2122646361","https://openalex.org/W2127360558","https://openalex.org/W2132068130","https://openalex.org/W2148415790","https://openalex.org/W2150847526","https://openalex.org/W2167717760","https://openalex.org/W3003808604","https://openalex.org/W6606585676","https://openalex.org/W6632547301","https://openalex.org/W6684957177"],"related_works":["https://openalex.org/W2148973528","https://openalex.org/W2939392096","https://openalex.org/W4243922849","https://openalex.org/W2930153478","https://openalex.org/W2106726851","https://openalex.org/W4309385482","https://openalex.org/W3154843532","https://openalex.org/W2068740952","https://openalex.org/W2182496537","https://openalex.org/W2792878404"],"abstract_inverted_index":{"The":[0,17,39],"paper":[1],"presents":[2],"initial":[3],"step":[4],"toward":[5],"new":[6],"network":[7,36,45,68],"anomaly":[8],"detection":[9],"method":[10],"that":[11],"is":[12,25,42,63],"based":[13],"on":[14],"traffic":[15,37,69],"visualisation.":[16],"key":[18],"design":[19],"principle":[20],"of":[21,28,67],"the":[22,26,34,54,64],"proposed":[23],"approach":[24],"lack":[27],"direct,":[29],"linear":[30],"time":[31],"dependencies":[32],"for":[33,71],"created":[35],"visualisations.":[38],"method's":[40],"feasibility":[41],"demonstrated":[43],"in":[44],"steganography":[46],"environment":[47],"by":[48],"presenting":[49],"steg-tomography":[50],"methodology":[51],"and":[52],"developing":[53],"dedicated":[55],"visualisation":[56],"tool.":[57],"To":[58],"authors'":[59],"best":[60],"knowledge":[61],"this":[62],"first":[65],"utilization":[66],"visualisations":[70],"steganalysis":[72],"purposes.":[73]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
