{"id":"https://openalex.org/W2134347849","doi":"https://doi.org/10.1155/2015/387462","title":"Real-Time Connection Monitoring of Ubiquitous Networks for Intrusion Prediction: A Sequential<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" id=\"M1\"><mml:mrow><mml:mi>K</mml:mi></mml:mrow></mml:math>NN Voting Approach","display_name":"Real-Time Connection Monitoring of Ubiquitous Networks for Intrusion Prediction: A Sequential<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" id=\"M1\"><mml:mrow><mml:mi>K</mml:mi></mml:mrow></mml:math>NN Voting Approach","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2134347849","doi":"https://doi.org/10.1155/2015/387462","mag":"2134347849"},"language":"en","primary_location":{"id":"doi:10.1155/2015/387462","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/387462","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1155/2015/387462","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102406979","display_name":"Bokyoung Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Bokyoung Kang","raw_affiliation_strings":["Department of Industrial Engineering, Seoul National University, Gwanangno, Gwanak-Gu, Seoul, Republic of Korea#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Seoul National University, Gwanangno, Gwanak-Gu, Seoul, Republic of Korea#TAB#","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100763116","display_name":"Dongsoo Kim","orcid":"https://orcid.org/0000-0002-5113-7571"},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dongsoo Kim","raw_affiliation_strings":["Department of Industrial and Information Systems Engineering, Soongsil University, Dongjak-Gu, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Information Systems Engineering, Soongsil University, Dongjak-Gu, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I141371507"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100362668","display_name":"Minsoo Kim","orcid":"https://orcid.org/0000-0002-6454-6980"},"institutions":[{"id":"https://openalex.org/I8991828","display_name":"Pukyong National University","ror":"https://ror.org/0433kqc49","country_code":"KR","type":"education","lineage":["https://openalex.org/I8991828"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Minsoo Kim","raw_affiliation_strings":["Division of Systems Management and Engineering, Pukyong National University, Daeyeon Campus, Nam-Gu, Busan, Republic of Korea#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Systems Management and Engineering, Pukyong National University, Daeyeon Campus, Nam-Gu, Busan, Republic of Korea#TAB#","institution_ids":["https://openalex.org/I8991828"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102406979"],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.08985383,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2015","issue":null,"first_page":"1","last_page":"10"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9976000189781189,"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/T11498","display_name":"Security in Wireless Sensor Networks","score":0.995199978351593,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7350070476531982},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6329510807991028},{"id":"https://openalex.org/keywords/connection","display_name":"Connection (principal bundle)","score":0.5676611661911011},{"id":"https://openalex.org/keywords/intrusion","display_name":"Intrusion","score":0.4486909508705139},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.4426000416278839},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4389883577823639},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36848360300064087},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.363960325717926},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34360623359680176},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15710589289665222}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7350070476531982},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6329510807991028},{"id":"https://openalex.org/C13355873","wikidata":"https://www.wikidata.org/wiki/Q2920850","display_name":"Connection (principal bundle)","level":2,"score":0.5676611661911011},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.4486909508705139},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.4426000416278839},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4389883577823639},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36848360300064087},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.363960325717926},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34360623359680176},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15710589289665222},{"id":"https://openalex.org/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"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":"doi:10.1155/2015/387462","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/387462","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:sae:intdis:v:11:y:2015:i:10:p:387462","is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1155/2015/387462","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:7081399a97484794bf130e7d077dcf89","is_oa":true,"landing_page_url":"https://doaj.org/article/7081399a97484794bf130e7d077dcf89","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Distributed Sensor Networks, Vol 11 (2015)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2015/387462","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/387462","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1554085250","https://openalex.org/W1566480186","https://openalex.org/W1884606608","https://openalex.org/W1971751469","https://openalex.org/W1977838479","https://openalex.org/W1982731868","https://openalex.org/W2016070752","https://openalex.org/W2016184967","https://openalex.org/W2024671934","https://openalex.org/W2056982990","https://openalex.org/W2094138658","https://openalex.org/W2105779206","https://openalex.org/W2115398874","https://openalex.org/W2142889610","https://openalex.org/W2150847526","https://openalex.org/W2164209841","https://openalex.org/W2427881153","https://openalex.org/W3105682467"],"related_works":["https://openalex.org/W587735977","https://openalex.org/W1978142926","https://openalex.org/W3157395178","https://openalex.org/W184455116","https://openalex.org/W2906422846","https://openalex.org/W2357468538","https://openalex.org/W2028768252","https://openalex.org/W2371558776","https://openalex.org/W1577110157","https://openalex.org/W2133389611"],"abstract_inverted_index":{"In":[0],"the":[1,27,54,67,86,98,100,123,157,162,172,179,191],"ubiquitous":[2],"network":[3,24,30,68,83,136],"environment":[4],"where":[5],"numerous":[6],"devices":[7],"are":[8,120,159],"connecting":[9],"each":[10],"other,":[11],"it":[12,59],"is":[13,32,60,94,106],"believed":[14],"that":[15,156],"security":[16],"will":[17],"play":[18],"an":[19],"important":[20,61],"role":[21],"in":[22,155],"overall":[23],"management.":[25],"And":[26],"wireless":[28],"sensor":[29],"(WSN)":[31],"commonly":[33],"considered":[34],"to":[35,42,49,62,79,122],"be":[36,185],"one":[37],"of":[38,46,57,82,103,151,165,181,193],"such":[39],"networks":[40],"prone":[41],"a":[43,76],"wide":[44],"range":[45],"attacks":[47],"due":[48],"its":[50],"inherent":[51],"characteristics.":[52],"For":[53],"sound":[55],"operation":[56],"WSN,":[58],"block":[63],"malicious":[64],"connections":[65],"from":[66],"as":[69,71,116,189],"early":[70,163],"possible.":[72],"This":[73],"paper":[74],"proposes":[75],"novel":[77],"approach":[78,183],"real-time":[80],"monitoring":[81],"by":[84],"using":[85],"sequential<mml:math":[87,175],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[88,176],"id=\"M2\"><mml:mrow><mml:mi>K</mml:mi></mml:mrow></mml:math>NN":[89],"voting.":[90],"When":[91],"connection":[92,118,166],"data":[93,119],"sequentially":[95],"recorded":[96],"on":[97],"log,":[99],"final":[101],"result":[102],"ongoing":[104,147],"behavior":[105],"predicted":[107,127,160],"probabilistically":[108],"with":[109,167,190],"only":[110],"partial":[111,168],"data,":[112],"which":[113],"iterates":[114],"consecutively":[115],"additional":[117],"accumulated":[121],"log.":[124],"Once":[125],"this":[126,146,152],"probability":[128],"reaches":[129],"certain":[130],"preset":[131],"threshold":[132],"value":[133,150],"for":[134,145],"possible":[135],"intrusion,":[137],"then":[138],"we":[139],"can":[140,184],"do":[141],"some":[142],"preventive":[143],"actions":[144],"connection.":[148],"The":[149],"research":[153],"lies":[154],"eventualities":[158],"at":[161],"stage":[164],"information":[169],"available.":[170],"Since":[171],"prediction":[173],"uses":[174],"id=\"M3\"><mml:mrow><mml:mi>K</mml:mi></mml:mrow></mml:math>NN":[177],"voting,":[178],"accuracy":[180],"our":[182],"even":[186],"more":[187],"enhanced":[188],"volume":[192],"log":[194],"grows.":[195]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
