{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T10:14:15Z","timestamp":1730283255834,"version":"3.28.0"},"reference-count":32,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"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":[[2019,11]]},"DOI":"10.1109\/milcom47813.2019.9020790","type":"proceedings-article","created":{"date-parts":[[2020,3,6]],"date-time":"2020-03-06T15:00:21Z","timestamp":1583506821000},"page":"1-8","source":"Crossref","is-referenced-by-count":4,"title":["Detection of Prevalent Malware Families with Deep Learning"],"prefix":"10.1109","author":[{"given":"Jack W.","family":"Stokes","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christian","family":"Seifert","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jerry","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nizar","family":"Hejazi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-08389-6_9"},{"key":"ref31","first-page":"130","article-title":"A biologically inspired immune system for computers","author":"kephart","year":"1994","journal-title":"Proceedings of the Fourth International Workshop on the Synthesis and Simulation of Living Systems"},{"journal-title":"A Survey of Malware Detection Techniques","year":"2007","author":"idika","key":"ref30"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/MALWARE.2015.7413680"},{"key":"ref11","first-page":"737","volume":"7","author":"bromley","year":"1993","journal-title":"Signature verification using a siamese time delay neural network"},{"journal-title":"An Introduction to Information Retrieval","year":"2009","author":"manning","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15512-3_13"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2505515.2505665"},{"journal-title":"Mining of Massive Datasets","year":"2014","author":"rajaraman","key":"ref15"},{"journal-title":"Billion-scale similarity search with GPUs","year":"2017","author":"johnson","key":"ref16"},{"journal-title":"Visualizing data using t-sne","year":"2008","author":"van der maaten","key":"ref17"},{"key":"ref18","article-title":"Towards an understanding of anti-virtualization and anti-debugging behavior in modern malware","author":"chen","year":"2008","journal-title":"Proceedings of the Annual IEEE International Conference on Dependable Systems and Networks (SIGMETRICS)"},{"key":"ref19","article-title":"A fistful of red-pills: How to automatically generate procedures to detect cpu emulators","author":"paleari","year":"2009","journal-title":"Proceedings of the USENIX Workshop on Offensive Technologies (WOOT)"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2488219"},{"key":"ref4","article-title":"Droidapiminer: Mining api-level features for robust malware detection in android","author":"du","year":"2013","journal-title":"Conference on Security and Privacy in Communication Networks (SecureComm)"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-41284-4_8"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-23644-0_18"},{"journal-title":"Pattern Recognition and Machine Learning","year":"2007","author":"bishop","key":"ref6"},{"key":"ref29","article-title":"Kizzle: A signature compiler for exploit kits","author":"stock","year":"2015","journal-title":"Microsoft Research Tech Rep MSR-TR"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CIS.2011.227"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638293"},{"key":"ref7","article-title":"Behavioral classification","author":"lee","year":"2006","journal-title":"Annual Conf of the European Institute for Computer Antivirus Research (EICAR)"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/2046707.2046742"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2015.7178304"},{"key":"ref1","article-title":"Scalable, behavior-based malware clustering","author":"bayer","year":"2009","journal-title":"Annual Network & Distributed System Security Symposium (NDSS)"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-75496-1_1"},{"key":"ref22","article-title":"Barecloud: Bare-metal analysis-based evasive malware detection","author":"kirat","year":"2014","journal-title":"USENIX Security Symposium"},{"key":"ref21","article-title":"Efficient detection of split personalities in malware","author":"balzarotti","year":"2010","journal-title":"Proc Network and Distributed System Security Symp (NDSS)"},{"key":"ref24","article-title":"At-tack and defense of dynamic analysis-based, adversarial neural malware detection models","author":"stokes","year":"2018","journal-title":"Proc IEEE Military Communications Conf (MILCOM)"},{"key":"ref23","article-title":"The limitations of deep learning in adversarial systems","author":"papernot","year":"2016","journal-title":"IEEE Symposium on Security and Privacy"},{"key":"ref26","article-title":"A static, packer-agnostic filter to detect similar malware samples","author":"jacob","year":"2012","journal-title":"Proc Int'l Conf Detection of Intrusions and Malware and Vulnerability Assessment (DIMVA)"},{"key":"ref25","article-title":"Behavioral clustering of http-based malware and signature generation using malicious network traces","author":"perdisci","year":"2010","journal-title":"Proceedings of the USENIX Symposium on Networked Systems Design and Implementation (NSDI)"}],"event":{"name":"MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM)","start":{"date-parts":[[2019,11,12]]},"location":"Norfolk, VA, USA","end":{"date-parts":[[2019,11,14]]}},"container-title":["MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8993674\/9020712\/09020790.pdf?arnumber=9020790","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T21:49:41Z","timestamp":1658094581000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9020790\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/milcom47813.2019.9020790","relation":{},"subject":[],"published":{"date-parts":[[2019,11]]}}}