{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,19]],"date-time":"2026-05-19T15:04:30Z","timestamp":1779203070435,"version":"3.51.4"},"reference-count":38,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2018,2,1]],"date-time":"2018-02-01T00:00:00Z","timestamp":1517443200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Emerg. Top. Comput. Intell."],"published-print":{"date-parts":[[2018,2]]},"DOI":"10.1109\/tetci.2017.2772792","type":"journal-article","created":{"date-parts":[[2018,1,19]],"date-time":"2018-01-19T19:13:39Z","timestamp":1516389219000},"page":"41-50","source":"Crossref","is-referenced-by-count":1446,"title":["A Deep Learning Approach to Network Intrusion Detection"],"prefix":"10.1109","volume":"2","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7920-9434","authenticated-orcid":false,"given":"Nathan","family":"Shone","sequence":"first","affiliation":[]},{"given":"Tran Nguyen","family":"Ngoc","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5000-258X","authenticated-orcid":false,"given":"Vu Dinh","family":"Phai","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3766-7808","authenticated-orcid":false,"given":"Qi","family":"Shi","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CBD.2014.41"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/SNPD.2017.8022711"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CSE-EUC.2017.118"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/PST.2016.7906975"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/PlatCon.2016.7456805"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/382912.382923"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CISDA.2009.5356528"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/DISCEX.2000.821515"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.08.104"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM.2014.6999219"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/BHI.2017.7897225"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2017.79"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2016.7841045"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TSM.2016.2628865"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ISCIT.2016.7751626"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2016.0054"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2016.0040"},{"key":"ref19","first-page":"313","article-title":"Method of intrusion detection using deep neural network","author":"kim","year":"2017","journal-title":"Proc IEEE Int Conf Big Data Smart Comput"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.5391\/IJFIS.2017.17.1.1"},{"key":"ref4","article-title":"Executive summary: Data growth, business opportunities, and the IT imperatives—The digital universe of opportunities: Rich data and the increasing value of the internet of things","year":"2014"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1002\/sec.1441"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/WIW.2016.040"},{"key":"ref6","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICSTM.2015.7225395"},{"key":"ref5","article-title":"Juniper Networks—How many packets per second per port are needed to achieve Wire-Speed?","year":"2015"},{"key":"ref8","first-page":"3371","article-title":"Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion","volume":"11","author":"vincent","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1561\/2000000039"},{"key":"ref2","article-title":"Deep learning and its applications to machine health monitoring: A survey","author":"zhao","year":"0","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1126\/science.1127647","article-title":"Reducing the dimensionality of data with neural networks","volume":"313","author":"hinton","year":"2006","journal-title":"Science"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSN.2016.7586590"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.4108\/eai.3-12-2015.2262516"},{"key":"ref22","first-page":"317","article-title":"Analyzing flow-based anomaly intrusion detection using replicator neural networks","author":"cordero","year":"2016","journal-title":"Proc 14th Annu Conf Privacy Security Trust"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ETFA.2016.7733515"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0155781"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/WINCOM.2016.7777224"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.4108\/eai.28-12-2017.153515"},{"key":"ref25","article-title":"Shallow and deep networks intrusion detection system: A taxonomy and survey","author":"hodo","year":"2017"}],"container-title":["IEEE Transactions on Emerging Topics in Computational Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7433297\/8264905\/08264962.pdf?arnumber=8264962","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:25:15Z","timestamp":1642004715000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8264962\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,2]]},"references-count":38,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tetci.2017.2772792","relation":{},"ISSN":["2471-285X"],"issn-type":[{"value":"2471-285X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,2]]}}}