{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T16:37:21Z","timestamp":1776443841702,"version":"3.51.2"},"reference-count":18,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1109\/aipr.2018.8707429","type":"proceedings-article","created":{"date-parts":[[2019,5,9]],"date-time":"2019-05-09T22:10:08Z","timestamp":1557439808000},"page":"1-6","source":"Crossref","is-referenced-by-count":13,"title":["Malware Classification using Deep Convolutional Neural Networks"],"prefix":"10.1109","author":[{"given":"David","family":"Kornish","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Justin","family":"Geary","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Victor","family":"Sansing","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Soundararajan","family":"Ezekiel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Larry","family":"Pearlstein","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Laurent","family":"Njilla","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/AINA.2010.121"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2003.1238354"},{"key":"ref12","article-title":"Hamming Distance Metric Learning","author":"norouzi","year":"2012"},{"key":"ref13","doi-asserted-by":"crossref","DOI":"10.29047\/01225383.561","article-title":"A Study of Image Autocorrelation as a Method to Characterize Porosity and Estimate Permeability","author":"cobaleda","year":"2000"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1162\/neco_a_00990"},{"key":"ref15","article-title":"ImageNet Classification with Deep Convolutional Neural Networks","author":"krizhevsky","year":"2012","journal-title":"Neural Information Processing Systems Conference"},{"key":"ref16","article-title":"Very Deep Convolutional Networks for Large-Scale Image Recognition","author":"simoyan","year":"2014","journal-title":"Computer Vision and Pattern Recognition"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/AIPR.2017.8457945"},{"key":"ref18","article-title":"Fusion based Heterogeneous Convolutional Neural Networks Architecture","author":"kornish","year":"2017","journal-title":"Applied Image and Pattern Recognition"},{"key":"ref4","article-title":"A file fragment classification method based on grayscale image","volume":"9","author":"tantan","year":"2014","journal-title":"Journal of Computers"},{"key":"ref3","article-title":"McAfee threats report: Second quarter","year":"2018","journal-title":"Technical Report"},{"key":"ref6","article-title":"Malware Image Analysis and Classification using Support Vector Machine","author":"makandar","year":"2015"},{"key":"ref5","article-title":"Imbalanced Malware Images Classification: a CNN based Approach","author":"yue","year":"2017"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-51064-4_10"},{"key":"ref7","article-title":"Classifying Windows Malware with Static Analysis","author":"gong","year":"2016"},{"key":"ref2","article-title":"Microsoft Malware Classification Challenge","author":"ronen","year":"2018"},{"key":"ref1","year":"2018"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2016904.2016908"}],"event":{"name":"2018 IEEE Applied Imagery Pattern Recognition Workshop (AIPR)","location":"Washington, DC, USA","start":{"date-parts":[[2018,10,9]]},"end":{"date-parts":[[2018,10,11]]}},"container-title":["2018 IEEE Applied Imagery Pattern Recognition Workshop (AIPR)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8703515\/8707370\/08707429.pdf?arnumber=8707429","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,17]],"date-time":"2024-07-17T21:19:52Z","timestamp":1721251192000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8707429\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/aipr.2018.8707429","relation":{},"subject":[],"published":{"date-parts":[[2018,10]]}}}