{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T08:09:30Z","timestamp":1782806970661,"version":"3.54.5"},"reference-count":44,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","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\/IEEE.html"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"European Council International Incoming Fellowship","award":["625402"],"award-info":[{"award-number":["625402"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Sustain. Comput."],"published-print":{"date-parts":[[2019,1,1]]},"DOI":"10.1109\/tsusc.2018.2809665","type":"journal-article","created":{"date-parts":[[2018,2,26]],"date-time":"2018-02-26T21:43:03Z","timestamp":1519681383000},"page":"88-95","source":"Crossref","is-referenced-by-count":305,"title":["Robust Malware Detection for Internet of (Battlefield) Things Devices Using Deep Eigenspace Learning"],"prefix":"10.1109","volume":"4","author":[{"given":"Amin","family":"Azmoodeh","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9294-7554","authenticated-orcid":false,"given":"Ali","family":"Dehghantanha","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9208-5336","authenticated-orcid":false,"given":"Kim-Kwang Raymond","family":"Choo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref38","volume":"3","author":"haykin","year":"2009","journal-title":"Neural Networks and Learning Machines"},{"key":"ref33","doi-asserted-by":"crossref","DOI":"10.1142\/7731","volume":"77","author":"riesen","year":"2010","journal-title":"Graph Classification and Clustering Based on Vector Space Embedding"},{"key":"ref32","author":"duda","year":"2012","journal-title":"Pattern Classification"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1002\/0470073047"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s11416-011-0152-x"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2014.09.003"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1057\/978-1-349-95121-5_2565-1"},{"key":"ref34","author":"chung","year":"1997","journal-title":"Spectral Graph Theory"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TST.2016.7399288"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1561\/2000000039"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MALWARE.2015.7413680"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1504\/IJESDF.2007.016865"},{"key":"ref13","first-page":"204","article-title":"Unknown malcode detection using opcode representation","author":"moskovitch","year":"2008","journal-title":"Proc 1st Eur Conf Intell Security Informat"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2011.08.020"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s11416-016-0278-y"},{"key":"ref16","first-page":"358","article-title":"Data mining methods for malware detection using instruction sequences","author":"siddiqui","year":"2008","journal-title":"Proc IASTED Int Conf Arti Intell Appl"},{"key":"ref17","first-page":"150","author":"tan","year":"2016","journal-title":"Class-Wise Information Gain"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.15394\/jdfsl.2013.1149"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2015.7280815"},{"key":"ref28","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1016\/j.diin.2015.02.001","article-title":"A review on feature selection in mobile malware detection","volume":"13","author":"feizollah","year":"2015","journal-title":"Digit Investig"},{"key":"ref4","article-title":"A survey on malware detection using data mining techniques","volume":"50","author":"ye","year":"2017","journal-title":"ACM Comput Surv"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1186\/2190-8532-1-1"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2016.2636078"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2014.2386139"},{"key":"ref29","first-page":"1289","article-title":"An extensive empirical study of feature selection metrics for text classification","volume":"3","author":"forman","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/SOCA.2014.58"},{"key":"ref8","first-page":"1137","article-title":"A study of cross-validation and bootstrap for accuracy estimation and model selection","author":"kohavi","year":"1995","journal-title":"Proc 7th Int Joint Conf Artif Intell"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2707140"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2016.06.012"},{"key":"ref9","first-page":"1089","article-title":"No unbiased estimator of the variance of k-fold cross-validation","volume":"5","author":"bengio","year":"2004","journal-title":"J Mach Learn Res"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3003816"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2015.7178304"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/GreenCom-iThings-CPSCom.2013.122"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2508148.2485970"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2015.0203"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TETC.2016.2633228"},{"key":"ref41","doi-asserted-by":"crossref","DOI":"10.1134\/S1054661816010065","article-title":"A survey of deep learning methods and software tools for image classification and object detection","volume":"26","author":"druzhkov","year":"2016","journal-title":"Pattern Recognit Image Anal"},{"key":"ref23","first-page":"1","article-title":"Detecting crypto-ransomware in iot networks based on energy consumption footprint","author":"azmoodeh","year":"2017","journal-title":"Journal of Ambient Intelligence and Humanized Computing"},{"key":"ref44","article-title":"The software similarity problem in malware analysis","author":"walenstein","year":"2007","journal-title":"Dagstuhl Seminar Proceedings"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s11416-006-0027-8"},{"key":"ref43","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1007\/3-540-59119-2_166","article-title":"A desicion-theoretic generalization of on-line learning and an application to boosting","author":"freund","year":"1995","journal-title":"Proc Eur Conf Comput Learn Theory"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICCD.2010.5647549"}],"container-title":["IEEE Transactions on Sustainable Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7274860\/8662261\/08302863.pdf?arnumber=8302863","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T20:54:19Z","timestamp":1657745659000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8302863\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,1,1]]},"references-count":44,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tsusc.2018.2809665","relation":{},"ISSN":["2377-3782","2377-3790"],"issn-type":[{"value":"2377-3782","type":"electronic"},{"value":"2377-3790","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,1,1]]}}}