{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,11]],"date-time":"2026-03-11T00:06:59Z","timestamp":1773187619009,"version":"3.50.1"},"reference-count":51,"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\/100008982","name":"Qatar National Research Fund","doi-asserted-by":"publisher","award":["8-408-2-172"],"award-info":[{"award-number":["8-408-2-172"]}],"id":[{"id":"10.13039\/100008982","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.2019.2899558","type":"journal-article","created":{"date-parts":[[2019,2,20]],"date-time":"2019-02-20T20:16:06Z","timestamp":1550693766000},"page":"24154-24164","source":"Crossref","is-referenced-by-count":52,"title":["A Novel Deep Learning Strategy for Classifying Different Attack Patterns for Deep Brain Implants"],"prefix":"10.1109","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9403-8071","authenticated-orcid":false,"given":"Heena","family":"Rathore","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abdulla Khalid","family":"Al-Ali","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1583-7503","authenticated-orcid":false,"given":"Amr","family":"Mohamed","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaojiang","family":"Du","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8972-8094","authenticated-orcid":false,"given":"Mohsen","family":"Guizani","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/2043164.2018438"},{"key":"ref38","article-title":"Absence makes the heart grow fonder: New directions for implantable medical device security","author":"denning","year":"2008","journal-title":"Proc HotSec"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2006.05.012"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2011.5935179"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2013.6567115"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2854822"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TBCAS.2013.2245664"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2011.5934987"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2009.060598"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2010.5685228"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2014.2370045"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-29782-8_11"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2017.8255028"},{"key":"ref2","article-title":"Appeal for deep brain stimulation, history of deep brain stimulation","author":"parkinson","year":"2018"},{"key":"ref1","first-page":"343","article-title":"Electrical stimulation of the nervous system for pain control","volume":"34","author":"long","year":"1978","journal-title":"Electroencephalogr Clin Neurophysiol Suppl"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/IWCMC.2018.8450419"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2426656.2426691"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/1653662.1653712"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/WPMC.2014.7014892"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ISSNIP.2007.4496869"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3171\/2009.4.FOCUS0985"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.wneu.2016.05.010"},{"key":"ref50","author":"chollet","year":"2015","journal-title":"Keras Theano-based deep learning library"},{"key":"ref51","year":"2016","journal-title":"Theano A Python framework for fast computation of mathematical expressions"},{"key":"ref10","year":"2017","journal-title":"Archimedes"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1007\/978-3-319-29782-8_7","article-title":"Artificial neural network","author":"rathore","year":"2016","journal-title":"Mapping Biological Systems to Network Systems"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2007.04.009"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.4108\/icst.mobihealth.2014.257411"},{"key":"ref13","first-page":"150","article-title":"Hijacking an insulin pump: Security attacks and defenses for a diabetes therapy system","author":"li","year":"2011","journal-title":"Proc 13th IEEE Int Conf e-Health Netw Appl Services (Healthcom)"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1177\/193229681100500632"},{"key":"ref15","first-page":"129","article-title":"Pacemakers and implantable cardiac defibrillators: Software radio attacks and zero-power defenses","author":"halperin","year":"2008","journal-title":"Proc IEEE Symp Secur Privacy"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2228360.2228364"},{"key":"ref17","article-title":"Hacking medical devices for fun and insulin: Breaking the human SCADA system","author":"radcliffe","year":"2011","journal-title":"Proc Black Hat Conf Present Slides"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/IWCMC.2017.7986505"},{"key":"ref19","first-page":"1","article-title":"Multi-layer security scheme for implantable medical devices","author":"rathore","year":"2018","journal-title":"Neural Comput Appl"},{"key":"ref4","year":"2015","journal-title":"Deep Brain Stimulators (DBS) Market Analysis By Application (Pain Management Epilepsy Essential Tremor Obsessive Compulsive Disorder Depression Dystonia Parkinsons Disease) And Segment Forecasts To 2020"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1177\/0306312713483678"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1212\/01.wnl.0000247740.47667.03"},{"key":"ref5","year":"2015","journal-title":"Deep Brain Stimulators Market Worth $1 6 Billion by 2020"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s10072-005-0427-4"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.nurt.2007.11.003"},{"key":"ref49","year":"2018"},{"key":"ref9","first-page":"5","article-title":"Issues in treatment-resistant depression","volume":"66","author":"keller","year":"2005","journal-title":"J Clin Psychiatry"},{"key":"ref46","year":"2018","journal-title":"Funct Neurosurg"},{"key":"ref45","year":"2017","journal-title":"PhysioNet"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1186\/1743-0003-10-70"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/2903721"},{"key":"ref42","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1109\/MWC.2008.4599222","article-title":"Security in wireless sensor networks","volume":"15","author":"du","year":"2008","journal-title":"IEEE Wireless Commun Mag"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2007.912327"},{"key":"ref44","year":"2017","journal-title":"Deeplearning4j"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/S1472-9288(01)00020-6"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8600701\/08645788.pdf?arnumber=8645788","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,27]],"date-time":"2022-01-27T05:24:05Z","timestamp":1643261045000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8645788\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":51,"URL":"https:\/\/doi.org\/10.1109\/access.2019.2899558","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]}}}