{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,25]],"date-time":"2025-10-25T12:42:46Z","timestamp":1761396166750,"version":"3.28.0"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,10,31]],"date-time":"2021-10-31T00:00:00Z","timestamp":1635638400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,10,31]],"date-time":"2021-10-31T00:00:00Z","timestamp":1635638400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,10,31]],"date-time":"2021-10-31T00:00:00Z","timestamp":1635638400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,10,31]]},"DOI":"10.1109\/isncc52172.2021.9615643","type":"proceedings-article","created":{"date-parts":[[2021,11,25]],"date-time":"2021-11-25T15:32:15Z","timestamp":1637854335000},"page":"1-6","source":"Crossref","is-referenced-by-count":12,"title":["Using Variational Autoencoders to Increase the Performance of Malware Classification"],"prefix":"10.1109","author":[{"given":"Thomas","family":"Taylor","sequence":"first","affiliation":[]},{"given":"Amna","family":"Eleyan","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"journal-title":"Win32\/Obfuscator ACY","article-title":"Malware Protection Center","year":"2014","key":"ref10"},{"journal-title":"Win32\/Ramnit","article-title":"Malware Protection Center","year":"2011","key":"ref11"},{"journal-title":"Win32\/Simda","article-title":"Malware Protection Center","year":"2010","key":"ref12"},{"journal-title":"Win32\/Tracur","article-title":"Malware Protection Center","year":"2011","key":"ref13"},{"journal-title":"Win32\/Vundo","article-title":"Malware Protection Center","year":"2009","key":"ref14"},{"journal-title":"Microsoft malware classification challenge","year":"2018","key":"ref15"},{"key":"ref16","first-page":"598","article-title":"Automatic choice of dimensionality for PCA","volume":"13","author":"minka","year":"2000","journal-title":"In Advances in Neural Information Processing Systems"},{"journal-title":"Machine Learning","year":"1997","author":"mitchell","key":"ref17"},{"journal-title":"Social Engineering Attacks A Phishing Case Simulation","year":"0","author":"naser","key":"ref18"},{"key":"ref19","article-title":"A Survey of Social Engineering Attacks: Detection and Prevention Tools","volume":"99 18","author":"odeh","year":"2021","journal-title":"Journal of Theoretical and Applied Information Technology"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI.2017.8285426"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1080\/14786440109462720"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2013.09.055"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.2514\/8.5282"},{"journal-title":"Adware Win32\/Lollipop","year":"2013","key":"ref8"},{"journal-title":"First Place Approach in Microsoft Malware Classification Challenge (Big 2015)","year":"2015","author":"liu","key":"ref7"},{"key":"ref2","article-title":"A Prediction Olive Diseases Using Machine Learning Models, Decision Tree and Naive Bayes Models","volume":"99 18","author":"drdsh","year":"2021","journal-title":"Journal of Theoretical and Applied Information Technology"},{"journal-title":"Win32\/Gatak","article-title":"Malware Protection Center","year":"2013","key":"ref9"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"journal-title":"FAQ Disabling the new Hlux\/Kelihos Botnet","year":"2012","author":"ortloff","key":"ref20"},{"journal-title":"CVAE tutorial","year":"2021","key":"ref22"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-04780-1_28"},{"key":"ref24","first-page":"1","article-title":"Understanding the variational lower bound","author":"yang","year":"2017","journal-title":"In variational lower bound ELBO hard attention"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"35","DOI":"10.7551\/mitpress\/4057.003.0004","article-title":"A primer on kernel methods","volume":"47","author":"vert","year":"2004","journal-title":"In Kernel Methods in Computational Biology"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2017.7966342"}],"event":{"name":"2021 International Symposium on Networks, Computers and Communications (ISNCC)","start":{"date-parts":[[2021,10,31]]},"location":"Dubai, United Arab Emirates","end":{"date-parts":[[2021,11,2]]}},"container-title":["2021 International Symposium on Networks, Computers and Communications (ISNCC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9615623\/9615626\/09615643.pdf?arnumber=9615643","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,12]],"date-time":"2023-11-12T22:59:08Z","timestamp":1699829948000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9615643\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10,31]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/isncc52172.2021.9615643","relation":{},"subject":[],"published":{"date-parts":[[2021,10,31]]}}}