{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T02:14:50Z","timestamp":1771467290170,"version":"3.50.1"},"reference-count":40,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/OAPA.html"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61502118"],"award-info":[{"award-number":["61502118"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61872104"],"award-info":[{"award-number":["61872104"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005046","name":"Natural Science Foundation of Heilongjiang Province","doi-asserted-by":"publisher","award":["F2016028"],"award-info":[{"award-number":["F2016028"]}],"id":[{"id":"10.13039\/501100005046","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Fundamental Research Fund for the Central Universities in China","award":["HEUCF180602"],"award-info":[{"award-number":["HEUCF180602"]}]},{"name":"Fundamental Research Fund for the Central Universities in China","award":["HEUCFM180604"],"award-info":[{"award-number":["HEUCFM180604"]}]},{"name":"National Science and Technology Major Project","award":["2016ZX03001023-005"],"award-info":[{"award-number":["2016ZX03001023-005"]}]},{"name":"Natural Science Foundation of Daqing Normal University","award":["17ZR04"],"award-info":[{"award-number":["17ZR04"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2018]]},"DOI":"10.1109\/access.2018.2875045","type":"journal-article","created":{"date-parts":[[2018,10,9]],"date-time":"2018-10-09T18:52:43Z","timestamp":1539111163000},"page":"59657-59671","source":"Crossref","is-referenced-by-count":158,"title":["Distributed Abnormal Behavior Detection Approach Based on Deep Belief Network and Ensemble SVM Using Spark"],"prefix":"10.1109","volume":"6","author":[{"given":"Naila","family":"Marir","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1007-5589","authenticated-orcid":false,"given":"Huiqiang","family":"Wang","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7192-1622","authenticated-orcid":false,"given":"Guangsheng","family":"Feng","sequence":"additional","affiliation":[]},{"given":"Bingyang","family":"Li","sequence":"additional","affiliation":[]},{"given":"Meijuan","family":"Jia","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CISDA.2009.5356528"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/DISCEX.2000.821515"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-017-1034-4"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2011.06.027"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2573264"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.04.105"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015332"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553486"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/DESEC.2017.8073860"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2017.11.004"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-014-5473-9"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.5220\/0006639801080116"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/11527503_82"},{"key":"ref12","first-page":"1545","article-title":"Network intrusion detection based on LDA for payload feature selection","author":"tan","year":"2011","journal-title":"Proc GLOBECOM Workshops"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2016.10.023"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"ref15","first-page":"205","article-title":"A hybrid malicious code detection method based on deep learning","volume":"9","author":"li","year":"2015","journal-title":"Methods"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.4108\/eai.3-12-2015.2262516"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ISCID.2017.170"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2017.2772792"},{"key":"ref19","first-page":"195","article-title":"Toward an online anomaly intrusion detection system based on deep learning","author":"alrawashdeh","year":"2017","journal-title":"Proc IEEE Int Conf Mach Learn Appl"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-16549-3_5"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSN.2016.7586590"},{"key":"ref27","author":"aburomman","year":"2016","journal-title":"A novel SVM-kNN-PSO Ensemble Method for Intrusion Detection System Amsterdam The Netherlands"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-014-0007-7"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2016.03.028"},{"key":"ref29","first-page":"255","article-title":"Ensemble-distributed approach in classification problem solution for intrusion detection systems","volume":"8669","author":"bukhtoyarov","year":"2014","journal-title":"Proc 5th Int Conf Intell Data Eng Autom Learn"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2017.10.006"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-10-6385-5_17"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-20505-7_26"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2015.2494502"},{"key":"ref1","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1016\/j.cose.2017.08.005","article-title":"Survey of publicly available reports on advanced persistent threat actors","volume":"72","author":"lemay","year":"2017","journal-title":"Comput Secur"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2011.05.008"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2016.7727705"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2762418"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CSE-EUC.2017.119"},{"key":"ref24","author":"folino","year":"2016","journal-title":"Ensemble Based Collaborative and Distributed Intrusion Detection Systems"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2780250"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2008.11.011"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-76929-3_24"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8274985\/08486946.pdf?arnumber=8486946","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:14:50Z","timestamp":1642004090000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8486946\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"references-count":40,"URL":"https:\/\/doi.org\/10.1109\/access.2018.2875045","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]}}}