{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T01:49:03Z","timestamp":1768441743392,"version":"3.49.0"},"reference-count":7,"publisher":"SAGE Publications","issue":"4","license":[{"start":{"date-parts":[[2006,10,1]],"date-time":"2006-10-01T00:00:00Z","timestamp":1159660800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["International Journal of Distributed Sensor Networks"],"published-print":{"date-parts":[[2006,10,1]]},"abstract":"<jats:p> Security is a critical challenge for creating robust and reliable sensor networks. For example, routing attacks have the ability to disconnect a sensor network from its central base station. In this paper, we present a method for intrusion detection in wireless sensor networks. Our intrusion detection scheme uses a clustering algorithm to build a model of normal traffic behavior, and then uses this model of normal traffic to detect abnormal traffic patterns. A key advantage of our approach is that it is able to detect attacks that have not previously been seen. Moreover, our detection scheme is based on a set of traffic features that can potentially be applied to a wide range of routing attacks. In order to evaluate our intrusion detection scheme, we have extended a sensor network simulator to generate routing attacks in wireless sensor networks. We demonstrate that our intrusion detection scheme is able to achieve high detection accuracy with a low false positive rate for a variety of simulated routing attacks. <\/jats:p>","DOI":"10.1080\/15501320600692044","type":"journal-article","created":{"date-parts":[[2006,11,30]],"date-time":"2006-11-30T00:45:08Z","timestamp":1164847508000},"page":"313-332","source":"Crossref","is-referenced-by-count":116,"title":["Intrusion Detection for Routing Attacks in Sensor Networks"],"prefix":"10.1177","volume":"2","author":[{"given":"Chong Eik","family":"Loo","sequence":"first","affiliation":[{"name":"Department of Electrical and Electronic Engineering, The University of Melbourne, Parkville,\rVictoria 3010, Australia"}]},{"given":"Mun Yong","family":"Ng","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronic Engineering, The University of Melbourne, Parkville,\rVictoria 3010, Australia"}]},{"given":"Christopher","family":"Leckie","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Software Engineering, NICTA Victoria Laboratory, The\rUniversity of Melbourne, Parkville, Victoria 3010, Australia"}]},{"given":"Marimuthu","family":"Palaniswami","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronic Engineering, The University of Melbourne, Parkville,\rVictoria 3010, Australia"}]}],"member":"179","published-online":{"date-parts":[[2006,10,1]]},"reference":[{"key":"bibr1-15501320600692044","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2003.814918"},{"key":"bibr2-15501320600692044","doi-asserted-by":"publisher","DOI":"10.1145\/990680.990707"},{"key":"bibr5-15501320600692044","volume-title":"Internet besieged: countering cyberspace scofflaws","author":"Snapp S.","year":"1998"},{"key":"bibr6-15501320600692044","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2002.1024422"},{"key":"bibr11-15501320600692044","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2003.814919"},{"key":"bibr18-15501320600692044","doi-asserted-by":"publisher","DOI":"10.21236\/ADA423595"},{"issue":"1","key":"bibr19-15501320600692044","first-page":"609","volume":"22","author":"Doumit S.","year":"2003","journal-title":"Proceedings of the IEEE Military Communications Conference (MILCOM 2003)"}],"container-title":["International Journal of Distributed Sensor Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1080\/15501320600692044","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/full-xml\/10.1080\/15501320600692044","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1080\/15501320600692044","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,6,10]],"date-time":"2021-06-10T03:07:06Z","timestamp":1623294426000},"score":1,"resource":{"primary":{"URL":"http:\/\/journals.sagepub.com\/doi\/10.1080\/15501320600692044"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006,10,1]]},"references-count":7,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2006,10,1]]}},"alternative-id":["10.1080\/15501320600692044"],"URL":"https:\/\/doi.org\/10.1080\/15501320600692044","relation":{},"ISSN":["1550-1477","1550-1477"],"issn-type":[{"value":"1550-1477","type":"print"},{"value":"1550-1477","type":"electronic"}],"subject":[],"published":{"date-parts":[[2006,10,1]]}}}