{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,18]],"date-time":"2026-07-18T11:22:34Z","timestamp":1784373754066,"version":"3.55.0"},"reference-count":23,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2009,3]]},"DOI":"10.1109\/cicybs.2009.4925096","type":"proceedings-article","created":{"date-parts":[[2009,5,19]],"date-time":"2009-05-19T19:53:08Z","timestamp":1242762788000},"page":"99-106","source":"Crossref","is-referenced-by-count":8,"title":["An unsupervised method for intrusion detection using spectral clustering"],"prefix":"10.1109","author":[{"given":"Siddharth","family":"Gujral","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Estefan","family":"Ortiz","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Vassilis L.","family":"Syrmos","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"19","author":"shortreed","year":"2006","journal-title":"Learning in Spectral Clustering"},{"key":"22","author":"song","year":"2008","journal-title":"Parallel Clustering"},{"key":"17","author":"bishop","year":"2006","journal-title":"Pattern Recognition and Machine Learning"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-71496-5_30"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1109\/MLSP.2005.1532874"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1109\/ICTTA.2008.4529994"},{"key":"16","article-title":"self-tuning spectral clustering","volume":"17","author":"zelnik-manor","year":"2005","journal-title":"Advances in Neural Information Processing System"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1145\/990308.990313"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1109\/43.159993"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-007-9033-z"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1109\/34.868688"},{"key":"21","year":"1999","journal-title":"Kdd cup data"},{"key":"3","article-title":"unsupervised anomaly detection in network intrusion detection using clusters","author":"leung","year":"2005","journal-title":"28th Australasian Computer Science Conference"},{"key":"20","first-page":"445","article-title":"the case against accuracy estimation for comparing induction algorithms","author":"provost","year":"1998","journal-title":"Proceedings of 15th International Conference on Machine Learning"},{"key":"2","year":"0","journal-title":"Cybercon Web Site"},{"key":"1","first-page":"849","article-title":"on spectral clustering: analysis and an algorithm","volume":"14","author":"ng","year":"2002","journal-title":"Advances in neural information processing systems"},{"key":"10","first-page":"1963","article-title":"learning spectral clustering, with application to speech separation","volume":"7","author":"bach","year":"2006","journal-title":"Journal of Machine Learning Research"},{"key":"7","article-title":"unsupervised clustering methods for identifying rare events in anomaly detection","volume":"8","author":"chimphlee","year":"2005","journal-title":"Proc Of World Academy of Science Engineering and Technology"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2004.1330898"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1109\/CCECE.2003.1226084"},{"key":"4","article-title":"intrusion detection with unlabeled data using clustering","author":"portnoy","year":"2001","journal-title":"In proceedings of ACM CSS Workshop on Data Mining Applied to Security"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1142\/S0218539307002568"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLC.2005.1527342"}],"event":{"name":"2009 IEEE Symposium on Computational Intelligence in Cyber Security (CICS)","location":"Nashville, TN, USA","start":{"date-parts":[[2009,3,30]]},"end":{"date-parts":[[2009,4,2]]}},"container-title":["2009 IEEE Symposium on Computational Intelligence in Cyber Security"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/4910763\/4925076\/04925096.pdf?arnumber=4925096","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,3,17]],"date-time":"2017-03-17T16:22:37Z","timestamp":1489767757000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/4925096\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,3]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/cicybs.2009.4925096","relation":{},"subject":[],"published":{"date-parts":[[2009,3]]}}}