{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T19:36:35Z","timestamp":1785526595620,"version":"3.56.0"},"reference-count":62,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/OAPA.html"}],"funder":[{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100010002","name":"Ministry of Education","doi-asserted-by":"publisher","award":["NRF-2017R1D1A3B03030386"],"award-info":[{"award-number":["NRF-2017R1D1A3B03030386"]}],"id":[{"id":"10.13039\/100010002","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2019]]},"DOI":"10.1109\/access.2019.2907965","type":"journal-article","created":{"date-parts":[[2019,3,28]],"date-time":"2019-03-28T18:52:25Z","timestamp":1553799145000},"page":"42450-42471","source":"Crossref","is-referenced-by-count":283,"title":["Toward a Lightweight Intrusion Detection System for the Internet of Things"],"prefix":"10.1109","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3950-4719","authenticated-orcid":false,"given":"Sana Ullah","family":"Jan","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3624-4096","authenticated-orcid":false,"given":"Saeed","family":"Ahmed","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4860-7552","authenticated-orcid":false,"given":"Vladimir","family":"Shakhov","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7476-8782","authenticated-orcid":false,"given":"Insoo","family":"Koo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2835527"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2017.2703842"},{"key":"ref33","first-page":"157","article-title":"Intrusion detection based on a novel hybrid learning approach","volume":"6","author":"khalvati","year":"2018","journal-title":"Journal of AI and Data Mining"},{"key":"ref32","article-title":"Deep learning based multi-channel intelligent attack detection for data security","author":"jiang","year":"0","journal-title":"IEEE Trans Sustain Comput"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3390\/s17091967"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2810198"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2825243"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2404803"},{"key":"ref35","first-page":"298","article-title":"Intrusion detection of DoS attacks in WSNs using classification techniuqes","volume":"10","author":"abdullah","year":"2018","journal-title":"J Fundam Appl Sci"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2018.06.017"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-019-06143-1"},{"key":"ref62","year":"2019","journal-title":"Cicids2017 Dataset"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CSE.2009.180"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2017.01.029"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3233\/JIFS-169421"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2787719"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2014.11.008"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2017.02.009"},{"key":"ref20","first-page":"178","article-title":"A deep auto-encoder based approach for intrusion detection system","author":"farahnakian","year":"2018","journal-title":"Proc IEEE 20th Int Conf Adv Commun Technol (ICACT)"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3390\/s18020638"},{"key":"ref21","article-title":"Method of intrusion detection in terminal device and intrusion detecting apparatus","author":"lee","year":"2014"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"24188","DOI":"10.3390\/s141224188","article-title":"A malicious pattern detection engine for embedded security systems in the Internet of Things","volume":"14","author":"oh","year":"2014","journal-title":"SENSORS"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2017.2772792"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.31695\/IJASRE.2018.32724"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2820092"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2018.03.017"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2759728"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.3390\/app9010178"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007608224229"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.jocs.2017.03.006"},{"key":"ref56","first-page":"1","volume":"5","author":"campbell","year":"2011","journal-title":"Learning with Support Vector Machines"},{"key":"ref55","author":"trivedi","year":"2008","journal-title":"Probability and Statistics with Reliability Queuing and Computer Science Applications"},{"key":"ref54","first-page":"1","article-title":"An architectural approach towards the future Internet of Things","author":"uckelmann","year":"2011","journal-title":"Architecting the Internet of Things"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2679119"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1600374CM"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.13052\/jsn2445-9739.2017.009"},{"key":"ref11","year":"2018","journal-title":"KDD’99 Dataset"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3390\/app8050772"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3390\/app8030421"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2705644"},{"key":"ref14","first-page":"18","article-title":"Comparison of random forest, K-nearest neighbor, and support vector machine classifiers for land cover classification using sentinel-2 imagery","volume":"18","author":"noi","year":"2018","journal-title":"SENSORS"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/I-SMAC.2017.8058363"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2010.05.010"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2749883"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/7178164"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/s18061849"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2016.7514162"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/WF-IoT.2014.6803174"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/1750637"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2017.2701551"},{"key":"ref8","first-page":"559","article-title":"A lightweight intrusion detection framework for wireless sensor networks","volume":"10","author":"hai","year":"2010","journal-title":"Wireless Commun Mobile Comput"},{"key":"ref7","first-page":"229","article-title":"Snort—Lightweight Intrusion Detection for Networks","volume":"99","author":"roesch","year":"1999","journal-title":"Proc LISA"},{"key":"ref49","doi-asserted-by":"crossref","first-page":"1348","DOI":"10.3390\/s16091348","article-title":"Queuing theory based co-channel interference analysis approach for high-density wireless local area networks","volume":"16","author":"zhang","year":"2016","journal-title":"SENSORS"},{"key":"ref9","first-page":"347","article-title":"Lightweight intrusion detection scheme for wireless sensor networks","volume":"42","author":"maleh","year":"2015","journal-title":"IAENG Int J Comput Sci"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.3390\/s16091466"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2719623"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.3390\/s18072025"},{"key":"ref47","doi-asserted-by":"crossref","first-page":"2818","DOI":"10.3390\/s17122818","article-title":"Dynamic spectrum access for Internet of Things service in cognitive radio-enabled LPWANs","volume":"17","author":"moon","year":"2017","journal-title":"SENSORS"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/S0164-1212(02)00092-4"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2017.7510730"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TETC.2016.2606384"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2009.01.001"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8600701\/08675917.pdf?arnumber=8675917","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,27]],"date-time":"2022-01-27T00:31:30Z","timestamp":1643243490000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8675917\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":62,"URL":"https:\/\/doi.org\/10.1109\/access.2019.2907965","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]}}}