{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,28]],"date-time":"2026-08-28T11:56:14Z","timestamp":1787918174797,"version":"build-2784847793"},"reference-count":15,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2018,11,1]],"date-time":"2018-11-01T00:00:00Z","timestamp":1541030400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2018,11,1]],"date-time":"2018-11-01T00:00:00Z","timestamp":1541030400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2018,11,1]],"date-time":"2018-11-01T00:00:00Z","timestamp":1541030400000},"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":["IEEE Secur. Privacy"],"published-print":{"date-parts":[[2018,11]]},"DOI":"10.1109\/msec.2018.2875369","type":"journal-article","created":{"date-parts":[[2019,2,6]],"date-time":"2019-02-06T14:58:05Z","timestamp":1549465085000},"page":"31-41","source":"Crossref","is-referenced-by-count":38,"title":["The Need for Speed: An Analysis of Brazilian Malware Classifiers"],"prefix":"10.1109","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6853-8083","authenticated-orcid":false,"given":"Fabricio","family":"Ceschin","sequence":"first","affiliation":[{"name":"Informatics, Federal University of Parana, Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Felipe","family":"Pinage","sequence":"additional","affiliation":[{"name":"Informatics, Federal University of Parana, Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marcos","family":"Castilho","sequence":"additional","affiliation":[{"name":"Informatics, Federal University of Parana, Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David","family":"Menotti","sequence":"additional","affiliation":[{"name":"Informatics, Federal University of Parana, Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Luiz S.","family":"Oliveira","sequence":"additional","affiliation":[{"name":"Informatics, Federal University of Parana, Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1766-5757","authenticated-orcid":false,"given":"Andre","family":"Gregio","sequence":"additional","affiliation":[{"name":"Informatics, Federal University of Parana, Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"pedregosa","year":"2011","journal-title":"J Mach Learning Res"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1184"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"286","DOI":"10.1007\/978-3-540-28645-5_29","article-title":"Learning with drift detection","author":"gama","year":"2004","journal-title":"Advances in Artificial Intelligence – SBIA 2004"},{"key":"ref13","author":"baena-garc?a","year":"2006","journal-title":"Early Drift Detection Method"},{"key":"ref14","first-page":"2579","article-title":"Visualizing high-dimensional data using t-SNE","volume":"9","author":"van der maaten","year":"2008","journal-title":"J Mach Learning Res"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s11416-017-0292-8"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2480362.2480704"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2012.14"},{"key":"ref6","article-title":"Peering inside the PE: A tour of the Win32 portable executable file format","author":"pietrek","year":"2016","journal-title":"Microsoft"},{"key":"ref5","article-title":"Rsa: Brazil’s ‘Boleto Malware’ stole nearly $4 billion in two years","author":"blue","year":"2014","journal-title":"ZDNet"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511809071"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1613\/jair.2934"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2015.7280815"},{"key":"ref1","first-page":"399","article-title":"Mtnet: A multi-task neural network for dynamic malware classification","author":"huang","year":"0","journal-title":"Proc Int'l Conf Detection of Intrusions and Malware and Vulnerability Assessment (DIMVA)"},{"key":"ref9","article-title":"Tflearn: Deep learning library featuring a higher-level API for TensorFlow","author":"damien","year":"2016","journal-title":"Github"}],"container-title":["IEEE Security & Privacy"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8013\/8636427\/08636415.pdf?arnumber=8636415","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,5]],"date-time":"2022-05-05T16:05:06Z","timestamp":1651766706000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8636415\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,11]]},"references-count":15,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/msec.2018.2875369","relation":{},"ISSN":["1540-7993","1558-4046"],"issn-type":[{"value":"1540-7993","type":"print"},{"value":"1558-4046","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,11]]}}}