{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T18:35:07Z","timestamp":1775068507090,"version":"3.50.1"},"reference-count":32,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2020]]},"DOI":"10.1109\/access.2020.2973023","type":"journal-article","created":{"date-parts":[[2020,2,10]],"date-time":"2020-02-10T20:24:42Z","timestamp":1581366282000},"page":"30387-30399","source":"Crossref","is-referenced-by-count":251,"title":["An Unsupervised Deep Learning Model for Early Network Traffic Anomaly Detection"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7996-4184","authenticated-orcid":false,"given":"Ren-Hung","family":"Hwang","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6677-0687","authenticated-orcid":false,"given":"Min-Chun","family":"Peng","sequence":"additional","affiliation":[]},{"given":"Chien-Wei","family":"Huang","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8294-5857","authenticated-orcid":false,"given":"Po-Ching","family":"Lin","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3472-0108","authenticated-orcid":false,"given":"Van-Linh","family":"Nguyen","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref32","first-page":"153","article-title":"Greedy layer-wise training of deep networks","author":"bengio","year":"2006","journal-title":"Proc 19th Int Conf Neural Inf Process Syst (NIPS)"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2018.8489489"},{"key":"ref30","article-title":"Microsoft malware classification challenge","author":"ronen","year":"2018","journal-title":"arXiv 1802 10135"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ISI.2017.8004872"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3390\/info10040122"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00012-7_30"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2018.03367731"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2780250"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2019.2899085"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2869577"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3155133.3155175"},{"key":"ref18","first-page":"712","article-title":"Malware traffic classification using convolutional neural network for representation learning","author":"wang","year":"2017","journal-title":"Proc Int Conf Inf Netw (ICOIN)"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2017.8258054"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1402946.1402980"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.5220\/0006246600470058"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2014.2358832"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2017.201"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2013.052213.00046"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICEngTechnol.2017.8308186"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2015.2494039"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-36784-7_6"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2015.2494502"},{"key":"ref2","author":"gatlan","year":"2019","journal-title":"Mirai Botnet Variants Targeting New Processors and Architectures"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/4943509"},{"key":"ref1","author":"bacon","year":"2018","journal-title":"New Mirai Variant Attacks Apache Struts Vulnerability"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-019-04030-2"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/LCN.2017.57"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2747560"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/4184196"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-60080-2_19"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/90.392383"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.14257\/ijsia.2015.9.5.21"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8948470\/08990084.pdf?arnumber=8990084","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T01:09:17Z","timestamp":1641949757000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8990084\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/access.2020.2973023","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]}}}