{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T19:02:20Z","timestamp":1783105340324,"version":"3.54.6"},"reference-count":49,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100008634","name":"Joint Seed Funding Program from The University of Texas at San Antonio and the Tecnologico de Monterrey \u201cUTSA and ITESM Seed Funding Program,\u201d","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100008634","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100008441","name":"Project \u201cRed tem\u00e1tica Ciencia y Tecnolog\u00eda para el desarrollo (CYTED)\u201d through the Ibero-American Science and Technology Program for Development CYTED","doi-asserted-by":"publisher","award":["519RT0580"],"award-info":[{"award-number":["519RT0580"]}],"id":[{"id":"10.13039\/501100008441","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100005595","name":"2020 Seed Fund Award from the Tecnologico de Monterrey & the Center for Information Technology Research in the Interest of Society (CITRIS) and the Banatao Institute, University of California","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100005595","id-type":"DOI","asserted-by":"publisher"}]},{"name":"School of Engineering and Sciences, Tecnologico de Monterrey"},{"name":"Telecommunications Research Group"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3101650","type":"journal-article","created":{"date-parts":[[2021,7,30]],"date-time":"2021-07-30T20:23:55Z","timestamp":1627676635000},"page":"108495-108512","source":"Crossref","is-referenced-by-count":187,"title":["SDN-Based Architecture for Transport and Application Layer DDoS Attack Detection by Using Machine and Deep Learning"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3131-0672","authenticated-orcid":false,"given":"Noe Marcelo","family":"Yungaicela-Naula","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1770-471X","authenticated-orcid":false,"given":"Cesar","family":"Vargas-Rosales","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7678-5487","authenticated-orcid":false,"given":"Jesus Arturo","family":"Perez-Diaz","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-13057-2_8"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2976908"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.5220\/0006105602530262"},{"key":"ref32","author":"arndt","year":"2020","journal-title":"Flowbag"},{"key":"ref31","year":"2020","journal-title":"ONOS"},{"key":"ref30","year":"2020","journal-title":"Mininet"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3390\/su12031035"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/9804061"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2973219"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2841987"},{"key":"ref28","year":"2020","journal-title":"Canadian Institute for Cybersecurity"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ISMSIT.2019.8932809"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CCST.2019.8888419"},{"key":"ref2","first-page":"252","article-title":"A survey on the impact of DDoS attacks in cloud computing: Prevention, detection and mitigation techniques","author":"srinivasan","year":"2019","journal-title":"Intelligent Communication Technologies and Virtual Mobile Networks"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s11227-019-02945-z"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3019330"},{"key":"ref22","first-page":"62","article-title":"Detection of DDoS attacks in OpenStack-based private cloud using apache spark","volume":"4","author":"gumaste","year":"2021","journal-title":"J Telecommun Inf Technol"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2992044"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM38437.2019.9013585"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-33-6977-1_44"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2017.03.018"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1002\/sec.1759"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.08.047"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-018-1141-2"},{"key":"ref40","year":"2020","journal-title":"Scikit-Learn"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2019.04.010"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/electronics9030413"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM38437.2019.9013450"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1504\/IJAHUC.2020.106666"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"391","DOI":"10.1109\/WoWMoM49955.2020.00072","article-title":"DDoSNet: A deep-learning model for detecting network attacks","author":"elsayed","year":"2020","journal-title":"Proc IEEE 21st Int Symp &#x2018;A World Wireless Mobile Multimedia Netw &#x2019; (WoWMoM)"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2993782"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2020.102942"},{"key":"ref19","year":"2020","journal-title":"Canadian Institute for Cybersecurity"},{"key":"ref4","year":"2021","journal-title":"Kaspersky Q4 2020 DDoS Attacks Report"},{"key":"ref3","first-page":"1574","article-title":"DDoS risk in 5G enabled IoT and solutions","volume":"8","author":"gurusamy","year":"2019","journal-title":"Int J Eng Adv Technol"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2020.102595"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2870658"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3301614"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s12083-017-0630-0"},{"key":"ref49","year":"2020","journal-title":"slowhttptest"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2019.03.005"},{"key":"ref46","author":"bonamente","year":"2017","journal-title":"Statistical Science & Data Analysis"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/QEST.2004.1348045"},{"key":"ref48","year":"2020","journal-title":"Simple Http Server"},{"key":"ref47","year":"2019","journal-title":"HPING"},{"key":"ref42","year":"2020","journal-title":"[Computer software]"},{"key":"ref41","year":"2020","journal-title":"Keras"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3390\/s20205845"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICIRCA48905.2020.9183092"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09502698.pdf?arnumber=9502698","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,17]],"date-time":"2021-12-17T19:57:19Z","timestamp":1639771039000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9502698\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":49,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3101650","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}