{"id":"https://openalex.org/W792497845","doi":null,"title":"Applicability of clustering to cyber intrusion detection","display_name":"Applicability of clustering to cyber intrusion detection","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W792497845","mag":"792497845"},"language":"en","primary_location":{"id":"pmh:oai:scholarworks.rit.edu:theses-6481","doi":null,"is_oa":true,"landing_page_url":"https://scholarworks.rit.edu/theses/5477","pdf_url":"https://scholarworks.rit.edu/theses/5477","source":{"id":"https://openalex.org/S4306402456","display_name":"RIT Scholar Works (Rochester Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I155173764","host_organization_name":"Rochester Institute of Technology","host_organization_lineage":["https://openalex.org/I155173764"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Theses","raw_type":"text"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://scholarworks.rit.edu/theses/5477","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030571366","display_name":"Gilbert Hendry","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Gilbert Hendry","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5030571366"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"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":0.9980000257492065,"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":0.9980000257492065,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.0008999999845400453,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.00039999998989515007,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/intrusion-detection-systems","display_name":"intrusion detection systems","score":0.8320000171661377},{"id":"https://openalex.org/keywords/clustering","display_name":"clustering","score":0.7139999866485596},{"id":"https://openalex.org/keywords/anomaly-based-detection","display_name":"anomaly-based detection","score":0.7549999952316284},{"id":"https://openalex.org/keywords/density-based-clustering","display_name":"density-based clustering","score":0.8429999947547913},{"id":"https://openalex.org/keywords/zero-day-attacks","display_name":"zero-day attacks","score":0.9120000004768372},{"id":"https://openalex.org/keywords/cybersecurity","display_name":"cybersecurity","score":0.48399999737739563},{"id":"https://openalex.org/keywords/network-traffic-analysis","display_name":"network traffic analysis","score":0.4880000054836273},{"id":"https://openalex.org/keywords/supervised-and-unsupervised-learning","display_name":"supervised and unsupervised learning","score":0.6520000100135803}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.86043781042099},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7504311203956604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7372063994407654},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6470186710357666},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.6322424411773682},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6206957101821899},{"id":"https://openalex.org/C137524506","wikidata":"https://www.wikidata.org/wiki/Q2247688","display_name":"Anomaly-based intrusion detection system","level":3,"score":0.6206216216087341},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37863385677337646},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3267495930194855},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08688518404960632},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:scholarworks.rit.edu:theses-6481","doi":null,"is_oa":true,"landing_page_url":"https://scholarworks.rit.edu/theses/5477","pdf_url":"https://scholarworks.rit.edu/theses/5477","source":{"id":"https://openalex.org/S4306402456","display_name":"RIT Scholar Works (Rochester Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I155173764","host_organization_name":"Rochester Institute of Technology","host_organization_lineage":["https://openalex.org/I155173764"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Theses","raw_type":"text"},{"id":"pmh:oai:repository.rit.edu:theses-6481","doi":null,"is_oa":false,"landing_page_url":"https://repository.rit.edu/theses/5477","pdf_url":null,"source":{"id":"https://openalex.org/S4306402456","display_name":"RIT Scholar Works (Rochester Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I155173764","host_organization_name":"Rochester Institute of Technology","host_organization_lineage":["https://openalex.org/I155173764"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Theses","raw_type":"text"},{"id":"mag:792497845","doi":null,"is_oa":false,"landing_page_url":"http://scholarworks.rit.edu/cgi/viewcontent.cgi?article=6481&context=theses","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:scholarworks.rit.edu:theses-6481","doi":null,"is_oa":true,"landing_page_url":"https://scholarworks.rit.edu/theses/5477","pdf_url":"https://scholarworks.rit.edu/theses/5477","source":{"id":"https://openalex.org/S4306402456","display_name":"RIT Scholar Works (Rochester Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I155173764","host_organization_name":"Rochester Institute of Technology","host_organization_lineage":["https://openalex.org/I155173764"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Theses","raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W792497845.pdf","grobid_xml":"https://content.openalex.org/works/W792497845.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W182707955","https://openalex.org/W192309743","https://openalex.org/W1490834491","https://openalex.org/W1529028887","https://openalex.org/W1583975142","https://openalex.org/W1661413208","https://openalex.org/W1673310716","https://openalex.org/W1680392829","https://openalex.org/W1930287739","https://openalex.org/W1966454457","https://openalex.org/W1979877030","https://openalex.org/W1995945562","https://openalex.org/W2005769304","https://openalex.org/W2045012776","https://openalex.org/W2047866469","https://openalex.org/W2064686951","https://openalex.org/W2095897464","https://openalex.org/W2098454077","https://openalex.org/W2102291758","https://openalex.org/W2107157501","https://openalex.org/W2115940646","https://openalex.org/W2120617515","https://openalex.org/W2127048307","https://openalex.org/W2127218421","https://openalex.org/W2130096437","https://openalex.org/W2131687179","https://openalex.org/W2136131918","https://openalex.org/W2137810704","https://openalex.org/W2138745909","https://openalex.org/W2141254179","https://openalex.org/W2144846860","https://openalex.org/W2148958247","https://openalex.org/W2149296873","https://openalex.org/W2157665255","https://openalex.org/W2165922631","https://openalex.org/W2288766236","https://openalex.org/W2767905780","https://openalex.org/W3105162108"],"related_works":["https://openalex.org/W2038819341","https://openalex.org/W2026448611","https://openalex.org/W2128730950","https://openalex.org/W252699372","https://openalex.org/W2034544215","https://openalex.org/W2369636299","https://openalex.org/W2103330636","https://openalex.org/W2079235904","https://openalex.org/W2119562000","https://openalex.org/W2384503229"],"abstract_inverted_index":{"Maintaining":[0],"cyber":[1,23,50],"security":[2],"is":[3,58,134,173],"a":[4,46,148,177],"complex":[5],"task,":[6],"utilizing":[7],"many":[8],"levels":[9],"of":[10,17,39,49,132,141,196],"network":[11,82],"information":[12],"along":[13],"with":[14,156,212],"an":[15,60,102,154],"array":[16],"technology.":[18],"Current":[19],"practices":[20],"for":[21,93,101,193,216],"combating":[22],"attacks":[24],"typically":[25,90],"use":[26],"Intrusion":[27],"Detection":[28],"Systems":[29],"(IDSs)":[30],"to":[31,73,104,118,164,180,226],"passively":[32],"detect":[33],"and":[34,42,56,83,99,136,159,204,224],"block":[35],"multi-stage":[36],"attacks.":[37],"Because":[38],"the":[40,78,106,113,129,170,186,194],"speed":[41],"force":[43],"at":[44],"which":[45],"new":[47,217],"type":[48],"attack":[51,117],"can":[52,121,221],"occur,":[53],"automated":[54],"detection":[55,64],"response":[57],"becoming":[59],"apparent":[61],"necessity.":[62],"Anomaly-based":[63],"systems,":[65],"such":[66],"as":[67,153],"statistical-based":[68],"or":[69],"clustering":[70,133,151,207,220],"algorithms,":[71],"attempt":[72],"address":[74],"this":[75],"by":[76],"analyzing":[77],"relative":[79],"differences":[80],"in":[81,138,176],"host":[84],"activity.":[85],"Signature-based":[86],"IDS":[87],"systems":[88],"are":[89,190],"more":[91],"accurate":[92],"known":[94],"attacks,":[95],"but":[96,211],"require":[97],"time":[98],"resources":[100],"analyst":[103],"update":[105],"signature":[107,119,142,181,188,199,202],"database.":[108],"This":[109,144],"work":[110,145],"hypothesizes":[111],"that":[112],"latency":[114],"from":[115,167,185],"zero-day":[116],"creation":[120,189,203],"be":[122,222],"shortened":[123],"via":[124,206,219],"anomaly-based":[125],"algorithms.":[126],"In":[127],"particular,":[128],"summarizing":[130],"ability":[131],"leveraged":[135,192],"examined":[137],"its":[139,157],"applicability":[140],"creation.":[143,182],"first":[146],"investigates":[147],"modified":[149,171],"density-based":[150],"algorithm":[152,172],"IDS,":[155],"strengths":[158],"weaknesses":[160],"identified.":[161],"Being":[162],"able":[163],"separate":[165],"malicious":[166],"normal":[168],"activity,":[169],"then":[174,191],"applied":[175],"supervised":[178,187],"way":[179],"Lessons":[183],"learned":[184],"development":[195],"unsupervised":[197],"real-time":[198],"classification.":[200],"Automating":[201],"classification":[205],"turns":[208],"out":[209],"satisfactory":[210],"limitations.":[213],"Density":[214],"supports":[215],"signatures":[218],"diluted":[223],"lead":[225],"misclassification.":[227]},"counts_by_year":[],"updated_date":"2026-09-04T10:56:28.161419","created_date":"2016-06-24T00:00:00"}