{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,31]],"date-time":"2025-08-31T10:22:31Z","timestamp":1756635751484,"version":"3.28.0"},"reference-count":62,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,12,15]],"date-time":"2021-12-15T00:00:00Z","timestamp":1639526400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,12,15]],"date-time":"2021-12-15T00:00:00Z","timestamp":1639526400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,12,15]],"date-time":"2021-12-15T00:00:00Z","timestamp":1639526400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,12,15]]},"DOI":"10.1109\/bigdata52589.2021.9671918","type":"proceedings-article","created":{"date-parts":[[2022,1,13]],"date-time":"2022-01-13T20:39:16Z","timestamp":1642106356000},"page":"3969-3974","source":"Crossref","is-referenced-by-count":1,"title":["A Review of Recent Advances in Machine Learning Approaches for Cyber Defense"],"prefix":"10.1109","author":[{"given":"Ricardo","family":"Buettner","sequence":"first","affiliation":[]},{"given":"Daniel","family":"Sauter","sequence":"additional","affiliation":[]},{"given":"Jonas","family":"Klopfer","sequence":"additional","affiliation":[]},{"given":"Johannes","family":"Breitenbach","sequence":"additional","affiliation":[]},{"given":"Hermann","family":"Baumgartl","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-20757-0_3"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICoAC.2014.7229711"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.08.066"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2899721"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2017.2772792"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.08.002"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/SKIMA.2014.7083539"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s11227-016-1727-6"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CICN.2015.202"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CISDA.2009.5356528"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-010-0487-0"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.17705\/1thci.00103"},{"key":"ref61","first-page":"1","article-title":"Asking both the User&#x2019;s Brain and its Owner using Subjective and Objective Psychophysiological NeuroIS Instruments","author":"buettner","year":"2017","journal-title":"ICIS &#x2018;17 Proc"},{"key":"ref63","first-page":"1","article-title":"Objective measures of IS usage behavior under conditions of experience and pressure using eye fixation data","author":"eckhardt","year":"2013","journal-title":"ICIS &#x2019;13 Proc"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2017.06.005"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.5220\/0006639801080116"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.06.013"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CyberSA.2017.8073399"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CCWC.2019.8666477"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2018.10.314"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1504\/IJICS.2015.073028"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2847722"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/MilCIS.2015.7348942"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3009533"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-15035-8_40"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/BADGERS.2015.014"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2903723"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/NCC.2016.7561088"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.03.022"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2974752"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2871866"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2016.0040"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2762418"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/WINCOM.2016.7777224"},{"key":"ref52","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2953451"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-017-0971-8"},{"key":"ref40","first-page":"358","article-title":"Anomaly intrusion detection using one class SVM","author":"wang","year":"2004","journal-title":"IEEE SMC &#x2018;04 Workshop Proc"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2015.10.011"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1186\/s42400-019-0038-7"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2013.052213.00046"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2013.13"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/EMR.2019.2950183"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2010.25"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.07.005"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-014-0365-y"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3178582"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s10669-013-9485-y"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"35365","DOI":"10.1109\/ACCESS.2018.2836950","article-title":"Machine Learning and Deep Learning Methods for Cybersecurity","volume":"6","author":"xin","year":"2018","journal-title":"IEEE Access"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.23919\/CYCON.2019.8756814"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/BF03177550"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2015.2494502"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-015-1920-1"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2011.01.002"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/0167-2789(86)90240-X"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1023\/A:1015059928466"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/4235.585892"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICNN.1995.488968"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSP.2014.6949927"},{"key":"ref41","first-page":"1","article-title":"FLAME: A Flow-Level Anomaly Modeling Engine","author":"brauckhoff","year":"2008","journal-title":"CSET&#x2019;08 Proc"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/BF00175355"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022602019183"}],"event":{"name":"2021 IEEE International Conference on Big Data (Big Data)","start":{"date-parts":[[2021,12,15]]},"location":"Orlando, FL, USA","end":{"date-parts":[[2021,12,18]]}},"container-title":["2021 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9671263\/9671273\/09671918.pdf?arnumber=9671918","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T16:55:29Z","timestamp":1652201729000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9671918\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12,15]]},"references-count":62,"URL":"https:\/\/doi.org\/10.1109\/bigdata52589.2021.9671918","relation":{},"subject":[],"published":{"date-parts":[[2021,12,15]]}}}