{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,3]],"date-time":"2026-08-03T05:58:35Z","timestamp":1785736715456,"version":"3.56.0"},"reference-count":53,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2023,12,1]],"date-time":"2023-12-01T00:00:00Z","timestamp":1701388800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,12,1]],"date-time":"2023-12-01T00:00:00Z","timestamp":1701388800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,12,1]],"date-time":"2023-12-01T00:00:00Z","timestamp":1701388800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"King Saud University, Riyadh, Saudi Arabia, through the Researchers Supporting Project","award":["RSP2023R18"],"award-info":[{"award-number":["RSP2023R18"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Intell. Transport. Syst."],"published-print":{"date-parts":[[2023,12]]},"DOI":"10.1109\/tits.2022.3202869","type":"journal-article","created":{"date-parts":[[2022,9,8]],"date-time":"2022-09-08T19:47:25Z","timestamp":1662666445000},"page":"15687-15701","source":"Crossref","is-referenced-by-count":54,"title":["Two-Stage Intrusion Detection System in Intelligent Transportation Systems Using Rule Extraction Methods From Deep Neural Networks"],"prefix":"10.1109","volume":"24","author":[{"given":"Samah","family":"Almutlaq","sequence":"first","affiliation":[{"name":"Department of Information Systems, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6498-1528","authenticated-orcid":false,"given":"Abdelouahid","family":"Derhab","sequence":"additional","affiliation":[{"name":"Center of Excellence in Information Assurance (CoEIA), King Saud University, Riyadh, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3479-3606","authenticated-orcid":false,"given":"Mohammad Mehedi","family":"Hassan","sequence":"additional","affiliation":[{"name":"Department of Information Systems, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4597-1700","authenticated-orcid":false,"given":"Kuljeet","family":"Kaur","sequence":"additional","affiliation":[{"name":"Electrical Engineering Department, Ecole de’ technologie sup’erieure, Montreal, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/app11104682"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2019.2908074"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM38437.2019.9013892"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.3017882"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0155781"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2020.2990984"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.vehcom.2019.100198"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.105124"},{"key":"ref9","article-title":"Rule extraction algorithm for deep neural networks: A review","author":"Hailesilassie","year":"2016","journal-title":"arXiv:1610.05267"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2944672"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3088998"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/4084850"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46307-0_29"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2006.07.005"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-99807-7_20"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2899721"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2018.10.002"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/MDAT.2019.2899062"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2848106"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3431233"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2894183"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLC.2003.1259925"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.2003.1244584"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1049\/iet-com.2019.0502"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-020-04830-w"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.09.082"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2011.12.012"},{"key":"ref28","first-page":"479","article-title":"A detailed analysis of CICIDS2017 dataset for designing intrusion detection systems","volume":"7","author":"Panigrahi","year":"2018","journal-title":"Int. J. Eng. Technol."},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-020-00382-x"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/PST.2018.8514157"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/s1572-4409(02)80008-6"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2005.863472"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2002.1000125"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2009.08.008"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2001.938448"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-020-01473-0"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s11063-011-9207-8"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2007.908641"},{"key":"ref39","article-title":"Layerwise knowledge extraction from deep convolutional networks","author":"Odense","year":"2020","journal-title":"arXiv:2003.09000"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3390\/app9122411"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM42002.2020.9348167"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.05.041"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICCEE.2008.138"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1080\/18756891.2016.1237186"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0180945"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2787719"},{"key":"ref47","article-title":"Efficient decompositional rule extraction for deep neural networks","author":"Espinosa Zarlenga","year":"2021","journal-title":"arXiv:2111.12628"},{"key":"ref48","first-page":"315","article-title":"Deep sparse rectifier neural networks","volume-title":"Proc. 14th Int. Conf. Artif. Intell. Statist.","author":"Glorot"},{"key":"ref49","first-page":"26","article-title":"Rules extraction from neural networks trained on multimedia data","volume-title":"Proc. ITAT","author":"Fanta"},{"issue":"2","key":"ref50","first-page":"9","article-title":"Sample estimate of the entropy of a random vector","volume":"23","author":"Kozachenko","year":"1987","journal-title":"Problemy Peredachi Inform."},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1177"},{"key":"ref52","volume-title":"Google Cloud: Cloud Computing Services","year":"2022"},{"key":"ref53","article-title":"Efficient decompositional rule extraction for deep neural networks","author":"Espinosa Zarlenga","year":"2021","journal-title":"arXiv:2111.12628"}],"container-title":["IEEE Transactions on Intelligent Transportation Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6979\/10339106\/09882029.pdf?arnumber=9882029","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,2]],"date-time":"2024-03-02T06:38:40Z","timestamp":1709361520000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9882029\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12]]},"references-count":53,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tits.2022.3202869","relation":{},"ISSN":["1524-9050","1558-0016"],"issn-type":[{"value":"1524-9050","type":"print"},{"value":"1558-0016","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,12]]}}}