An Intrusion Detection System Based on Multi-Level Clustering for Hierarchical Wireless Sensor Networks

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dc.authorid0000-0002-1723-5741en_US
dc.contributor.authorBütün, İsmail
dc.contributor.authorRa, In-Ho
dc.contributor.authorSankar, Ravi
dc.date.accessioned2021-03-20T20:15:01Z
dc.date.available2021-03-20T20:15:01Z
dc.date.issued2015
dc.departmentBTÜ, Mühendislik ve Doğa Bilimleri Fakültesi, Mekatronik Mühendisliği Bölümüen_US
dc.descriptionSankar, Ravi/0000-0003-2206-6767; Butun, Ismail/0000-0002-1723-5741en_US
dc.description.abstractIn this work, an intrusion detection system (IDS) framework based on multi-level clustering for hierarchical wireless sensor networks is proposed. The framework employs two types of intrusion detection approaches: (1) downward-IDS (D-IDS) to detect the abnormal behavior (intrusion) of the subordinate (member) nodes; and (2) upward-IDS (U-IDS) to detect the abnormal behavior of the cluster heads. By using analytical calculations, the optimum parameters for the D-IDS (number of maximum hops) and U-IDS (monitoring group size) of the framework are evaluated and presented.en_US
dc.description.sponsorshipBasic Science Research Program through the National Research Foundation of Korea (NSF) - Ministry of Education, Science and Technology [2012R1A1A2044504]en_US
dc.description.sponsorshipThis research was supported by the Basic Science Research Program through the National Research Foundation of Korea (NSF), funded by the Ministry of Education, Science and Technology (2012R1A1A2044504).en_US
dc.identifier.doi10.3390/s151128960en_US
dc.identifier.endpage28978en_US
dc.identifier.issn1424-8220
dc.identifier.issue11en_US
dc.identifier.pmid26593915en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage28960en_US
dc.identifier.urihttp://doi.org/10.3390/s151128960
dc.identifier.urihttps://hdl.handle.net/20.500.12885/1139
dc.identifier.volume15en_US
dc.identifier.wosWOS:000365686400080en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakPubMeden_US
dc.institutionauthorBütün, İsmail
dc.language.isoenen_US
dc.publisherMdpi Agen_US
dc.relation.ispartofSensorsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectintrusion detectionen_US
dc.subjectneighborhood watchingen_US
dc.subjectclusteringen_US
dc.subjectWSNen_US
dc.subjectIDSen_US
dc.subjecthierarchicalen_US
dc.titleAn Intrusion Detection System Based on Multi-Level Clustering for Hierarchical Wireless Sensor Networksen_US
dc.typeArticleen_US

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