{"id":"https://openalex.org/W4310271264","doi":"https://doi.org/10.48550/arxiv.2211.13419","title":"Network Security Modelling with Distributional Data","display_name":"Network Security Modelling with Distributional Data","publication_year":2022,"publication_date":"2022-11-24","ids":{"openalex":"https://openalex.org/W4310271264","doi":"https://doi.org/10.48550/arxiv.2211.13419"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2211.13419","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2211.13419","pdf_url":"https://arxiv.org/pdf/2211.13419","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2211.13419","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042095646","display_name":"Subhabrata Majumdar","orcid":"https://orcid.org/0000-0003-3529-7820"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Majumdar, Subhabrata","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5109581855","display_name":"Ganesh Subramaniam","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Subramaniam, Ganesh","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5042095646"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.9944999814033508,"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/netflow","display_name":"NetFlow","score":0.9907065629959106},{"id":"https://openalex.org/keywords/botnet","display_name":"Botnet","score":0.8348345756530762},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7519017457962036},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5761770606040955},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.49481266736984253},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44318240880966187},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4402593970298767},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.4180670976638794},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23947963118553162},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.1791999340057373},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08679273724555969}],"concepts":[{"id":"https://openalex.org/C188067584","wikidata":"https://www.wikidata.org/wiki/Q219363","display_name":"NetFlow","level":2,"score":0.9907065629959106},{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.8348345756530762},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7519017457962036},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5761770606040955},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.49481266736984253},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44318240880966187},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4402593970298767},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.4180670976638794},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23947963118553162},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.1791999340057373},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08679273724555969},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2211.13419","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2211.13419","pdf_url":"https://arxiv.org/pdf/2211.13419","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"doi:10.48550/arxiv.2211.13419","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2211.13419","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2211.13419","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2211.13419","pdf_url":"https://arxiv.org/pdf/2211.13419","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2184748140","https://openalex.org/W2110675786","https://openalex.org/W3120717340","https://openalex.org/W2567044960","https://openalex.org/W2052466667","https://openalex.org/W1679070068","https://openalex.org/W2519215548","https://openalex.org/W3001902713","https://openalex.org/W2990941159","https://openalex.org/W3088530179"],"abstract_inverted_index":{"We":[0],"investigate":[1],"the":[2,27],"detection":[3,93],"of":[4,32,42,60,66,113,124],"botnet":[5,84],"command":[6],"and":[7,36,47,118],"control":[8],"(C2)":[9],"hosts":[10],"in":[11,73,141],"massive":[12],"IP":[13,33,80,116],"traffic":[14,34,97],"using":[15,39,57],"machine":[16],"learning":[17],"methods.":[18],"To":[19],"this":[20],"end,":[21],"we":[22,63],"use":[23,64],"NetFlow":[24,45,52,61],"data":[25],"--":[26,35],"industry":[28],"standard":[29],"for":[30],"monitoring":[31],"ML":[37],"models":[38,75,87],"two":[40],"sets":[41],"features:":[43],"conventional":[44],"variables":[46],"distributional":[48,128],"features":[49,72],"based":[50],"on":[51],"variables.":[53],"In":[54],"addition":[55],"to":[56,76,82,90,95,110],"static":[58],"summaries":[59],"features,":[62,129],"quantiles":[65],"their":[67],"IP-level":[68],"distributions":[69],"as":[70],"input":[71,137],"predictive":[74],"predict":[77,96],"whether":[78],"an":[79],"belongs":[81],"known":[83],"families.":[85],"These":[86],"are":[88,105],"used":[89],"develop":[91],"intrusion":[92],"systems":[94],"traces":[98],"identified":[99],"with":[100,131],"malicious":[101,115],"attacks.":[102],"The":[103,122],"results":[104],"validated":[106],"by":[107,145],"matching":[108],"predictions":[109,144],"existing":[111],"denylists":[112],"published":[114],"addresses":[117],"deep":[119],"packet":[120],"inspection.":[121],"usage":[123],"our":[125,146],"proposed":[126],"novel":[127],"combined":[130],"techniques":[132],"that":[133],"enable":[134],"modelling":[135],"complex":[136],"feature":[138],"spaces":[139],"result":[140],"highly":[142],"accurate":[143],"trained":[147],"models.":[148]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}
