{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T12:34:19Z","timestamp":1730205259881,"version":"3.28.0"},"reference-count":43,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,9]]},"DOI":"10.1109\/ceec.2018.8674233","type":"proceedings-article","created":{"date-parts":[[2019,3,29]],"date-time":"2019-03-29T06:21:25Z","timestamp":1553840485000},"page":"107-112","source":"Crossref","is-referenced-by-count":7,"title":["Accuracy Improved Malware Detection Method using Snort Sub-signatures and Machine Learning Techniques"],"prefix":"10.1109","author":[{"given":"Ban M.","family":"Khammas","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sami","family":"Hasan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rabah Abood","family":"Ahmed","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joseph Stephen","family":"Bassi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ismahani","family":"Ismail","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1186\/2190-8532-1-1"},{"key":"ref38","first-page":"415","article-title":"Semi-supervised learning for unknownmalwaredetection","author":"santos","year":"2011","journal-title":"International Symposium on Distributed Computing and Artificial Intelligence"},{"key":"ref33","first-page":"1","article-title":"Malware detection using bilayer behavior abstraction and improved one-class support vector machines","author":"miao","year":"2015","journal-title":"International Journal of Information Security"},{"key":"ref32","first-page":"1","article-title":"Network malware classification comparison using dpi and flow packet headers","author":"boukhtouta","year":"2015","journal-title":"Journal of Computer Virology and Hacking Techniques"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"696","DOI":"10.1007\/11527503_82","article-title":"An adaptive network intrusion detection method based on pca and support vector machines","author":"xu","year":"2005","journal-title":"Advanced Data Mining and Applications"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2009.06.040"},{"year":"0","key":"ref37"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/1014052.1014105"},{"year":"0","key":"ref35"},{"year":"0","key":"ref34"},{"key":"ref10","article-title":"A taxonomy of the cyber attacks","volume":"3","author":"boyanov","year":"2013","journal-title":"Appl Scientif Res"},{"journal-title":"Fpga implementations for parallel multidimensional filtering algorithms","year":"2013","author":"hasan","key":"ref40"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2008.4483668"},{"key":"ref12","first-page":"270","article-title":"Evolution of security attacks and security technology","volume":"2","author":"konakalla","year":"2013","journal-title":"International Journal of Computer Science and Mobile Computing"},{"journal-title":"An integrated malware detection and classification system","year":"2011","author":"tian","key":"ref13"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICIEA.2013.6566472"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ISI.2008.4565046"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-08624-8_1"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2017.11.007"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.istr.2009.03.003"},{"journal-title":"Detecting scanning computer worms using machine learning and darkspace network traffic","year":"2017","author":"ochieng","key":"ref19"},{"key":"ref28","first-page":"1157","article-title":"An introduction to variable and feature selection","volume":"3","author":"guyon","year":"2003","journal-title":"The Journal of Machine Learning Research"},{"key":"ref4","first-page":"2721","article-title":"Learning to detect and classify malicious executables in the wild","volume":"7","author":"kolter","year":"2006","journal-title":"The Journal of Machine Learning Research"},{"key":"ref27","first-page":"271","article-title":"Comparative study of attribute selection using gain ratio and correlation based feature selection","volume":"2","author":"karegowda","year":"2010","journal-title":"International Journal of Information Technology and Knowledge Management"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/WAINA.2012.149"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s11416-009-0122-8"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2013.11.024"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2011.08.020"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.12928\/telkomnika.v14i3.3850"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2013.2242890"},{"journal-title":"2013 infographic the state of malware","year":"0","key":"ref2"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"418","DOI":"10.1007\/978-3-642-32759-9_34","article-title":"Efficient malware detection using model checking","author":"song","year":"2012","journal-title":"FM 2012 Formal Methods"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.amc.2013.12.059"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"468","DOI":"10.1007\/978-3-540-73547-2_48","article-title":"Malicious codes detection based on ensemble learning","author":"zhang","year":"2007","journal-title":"Autonomic and Trusted Computing"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2004.1380190"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s11416-006-0027-8"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/AIC-MITCSA.2016.7759920"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"471","DOI":"10.1002\/nem.1913","article-title":"Incorporating known malware signatures to classify new malware variants in network traffic","volume":"25","author":"ismail","year":"2015","journal-title":"International Journal of Network Management"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2015.2475267"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"2326","DOI":"10.1016\/j.eswa.2007.03.011","article-title":"Detecting attack signatures in the real network traffic with annida","volume":"34","author":"de silva","year":"2008","journal-title":"Expert Systems with Applications"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1007730.1007741"},{"journal-title":"Rapidly-fabricated architectures of parallel multidimension algorithms","year":"2017","author":"hasan","key":"ref43"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"234","DOI":"10.11113\/jt.v77.3558","article-title":"Feature selection and machine learning classification for malware detection","volume":"77","author":"khammas","year":"2015","journal-title":"Jurnal Teknologi"}],"event":{"name":"2018 10th Computer Science and Electronic Engineering (CEEC)","start":{"date-parts":[[2018,9,19]]},"location":"Colchester, United Kingdom","end":{"date-parts":[[2018,9,21]]}},"container-title":["2018 10th Computer Science and Electronic Engineering (CEEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8672424\/8674179\/08674233.pdf?arnumber=8674233","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,27]],"date-time":"2022-01-27T10:23:24Z","timestamp":1643279004000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8674233\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9]]},"references-count":43,"URL":"https:\/\/doi.org\/10.1109\/ceec.2018.8674233","relation":{},"subject":[],"published":{"date-parts":[[2018,9]]}}}