{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T20:18:55Z","timestamp":1784146735990,"version":"3.55.0"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3327620","type":"journal-article","created":{"date-parts":[[2023,10,25]],"date-time":"2023-10-25T17:58:25Z","timestamp":1698256705000},"page":"119862-119875","source":"Crossref","is-referenced-by-count":94,"title":["Distributed Denial of Service Attack Detection for the Internet of Things Using Hybrid Deep Learning Model"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5519-8868","authenticated-orcid":false,"given":"Ahmed","family":"Ahmim","sequence":"first","affiliation":[{"name":"Department of Mathematics and Computer Science, Mohamed-Cherif Messaadia University—Souk Ahras, Souk Ahras, Algeria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4652-9121","authenticated-orcid":false,"given":"Faiz","family":"Maazouzi","sequence":"additional","affiliation":[{"name":"Department of Mathematics and Computer Science, Mohamed-Cherif Messaadia University—Souk Ahras, Souk Ahras, Algeria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3983-9711","authenticated-orcid":false,"given":"Marwa","family":"Ahmim","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Networks and Systems Laboratory, Badji Mokhtar-Annaba University, Annaba, Algeria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5357-5567","authenticated-orcid":false,"given":"Sarra","family":"Namane","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Networks and Systems Laboratory, Badji Mokhtar-Annaba University, Annaba, Algeria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3339-0845","authenticated-orcid":false,"given":"Imed Ben","family":"Dhaou","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Hekma School of Engineering, Computing, and Design, Dar Al-Hekma University, Jeddah, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"IoT Connected Devices Worldwide 2019\u20132030","author":"Vailshery","year":"2022"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10172104"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s10207-022-00595-6"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2010.05.010"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2924045"},{"key":"ref6","year":"2023","journal-title":"Top 5 Most Famous DDoS Attacks |Microsoft 365"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3138094"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/DCOSS.2019.00059"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-91805-z"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-02038-z"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JSYST.2020.2992966"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2022.102861"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3196942"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2022.102725"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3123791"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2022.11.013"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2022.3186331"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s42979-021-00467-1"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-021-08271-z"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2021.11.009"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-022-09685-z"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.110132"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.2974520"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2019.04.010"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2022.109140"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3128701"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2022.02.006"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CCST.2019.8888419"},{"key":"ref29","article-title":"Public dataset for evaluating Port Scan and Slowloris attacks","author":"Dalmazo","year":"2019","journal-title":"Harvard Dataverse"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3022633"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.5220\/0006639801080116"},{"key":"ref32","volume-title":"The Third International Knowledge Discovery and Data Mining Tools Competition Dataset KDD Cup 1999 Data","year":"1999"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CISDA.2009.5356528"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.05.041"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2015.55"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1002\/spy2.41"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2009.5061979"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/65.844498"},{"key":"ref39","author":"Elsaeidy","year":"2021","journal-title":"Queanbeyan Smart City Platform Datasets"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10111241"},{"key":"ref41","volume-title":"Information Marketplace for Policy and Analysis of Cyber-Risk & Trust","year":"2021"},{"key":"ref42","year":"2007","journal-title":"Caida DDoS Attack Dataset"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref45","first-page":"37","article-title":"Autoencoders, unsupervised learning, and deep architectures","volume-title":"Proc. ICML Workshop Unsupervised Transf. Learn.","author":"Baldi"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref48","volume-title":"Kaggle Com","year":"2023"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ICISSEC.2016.7885840"},{"key":"ref50","author":"Breiman","year":"1984","journal-title":"Classification and Regression Trees"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1967.1053964"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref54","first-page":"1097","article-title":"ImageNet classification with deep convolutional neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst. (NIPS)","volume":"25","author":"Krizhevsky"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10295488.pdf?arnumber=10295488","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,12]],"date-time":"2024-01-12T03:39:39Z","timestamp":1705030779000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10295488\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":54,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3327620","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}