{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,4]],"date-time":"2026-02-04T17:02:41Z","timestamp":1770224561078,"version":"3.49.0"},"reference-count":26,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T00:00:00Z","timestamp":1559347200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T00:00:00Z","timestamp":1559347200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T00:00:00Z","timestamp":1559347200000},"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":[[2019,6]]},"DOI":"10.1109\/cns.2019.8802809","type":"proceedings-article","created":{"date-parts":[[2019,8,22]],"date-time":"2019-08-22T17:55:11Z","timestamp":1566496511000},"page":"1-6","source":"Crossref","is-referenced-by-count":2,"title":["Robustness Analysis of CNN-based Malware Family Classification Methods Against Various Adversarial Attacks"],"prefix":"10.1109","author":[{"given":"Seok-Hwan","family":"Choi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jin-Myeong","family":"Shin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peng","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yoon-Ho","family":"Choi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.13089\/JKIISC.2016.26.1.197"},{"key":"ref11","author":"gibert llaurad","year":"2016","journal-title":"Convolutional Neural Networks for Malware Classification"},{"key":"ref12","author":"szegedy","year":"2013","journal-title":"Intriguing properties of neural networks"},{"key":"ref13","author":"goodfellow","year":"2014","journal-title":"Explaining and Harnessing Adversarial Examples"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/EuroSP.2016.36"},{"key":"ref15","author":"kurakin","year":"2016","journal-title":"Adversarial examples in the physical world"},{"key":"ref16","author":"dong","year":"2017","journal-title":"Boosting adversarial attacks with momentum"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.282"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ASPDAC.2018.8297407"},{"key":"ref19","author":"papernot","year":"2015","journal-title":"Distillation as a defense to adversarial perturbations against deep neural networks"},{"key":"ref4","author":"grosse","year":"2016","journal-title":"Adversarial perturbations against deep neural networks for malware classification"},{"key":"ref3","first-page":"411","article-title":"Metaware: Identifying metamorphic malware","author":"zhang","year":"2007","journal-title":"In Computer Security Applications Conference ACSAC 2007"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/1852666.1852716"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"178","DOI":"10.1007\/978-3-540-74320-0_10","article-title":"Automated classification and analysis of internet malware","author":"bailey","year":"2007","journal-title":"Recent Adv in Intrusion Detection"},{"key":"ref8","article-title":"Poster: deep learning for zero-day flash malware detection","author":"jung","year":"0","journal-title":"36th IEEE symposium on S&P"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"108","DOI":"10.1007\/978-3-540-70542-0_6","article-title":"Learning and classification of malware behavior","author":"rieck","year":"2008","journal-title":"Detection of Intrusions and Malware and Vulnerability Assessment"},{"key":"ref2","first-page":"297","article-title":"Malware obfuscation techniques: A brief survey. In Broadband, Wireless Computing","author":"you","year":"2010","journal-title":"Communication and Applications (BWCCA) 2010 International Conference"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2016904.2016908"},{"key":"ref1","article-title":"2018 Malware Statistics","year":"0","journal-title":"AV-TEST"},{"key":"ref20","author":"tanay","year":"2016","journal-title":"A boundary tilting persepective on the phenomenon of adversarial examples"},{"key":"ref22","author":"guo","year":"2017","journal-title":"Countering adversarial images using input transformations"},{"key":"ref21","author":"xu","year":"2017","journal-title":"Feature squeezing Detecting adversarial examples in deep neural networks"},{"key":"ref24","author":"hu","year":"2017","journal-title":"Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/WIFS.2017.8267651"},{"key":"ref26","author":"papernot","year":"2016","journal-title":"cleverhans v2 0 0 an adversarial machine learning library"},{"key":"ref25","article-title":"Microsoft malware classication challenge","year":"2015","journal-title":"Microsoft"}],"event":{"name":"2019 IEEE Conference on Communications and Network Security (CNS)","location":"Washington DC, DC, USA","start":{"date-parts":[[2019,6,10]]},"end":{"date-parts":[[2019,6,12]]}},"container-title":["2019 IEEE Conference on Communications and Network Security (CNS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8790401\/8802631\/08802809.pdf?arnumber=8802809","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T15:36:35Z","timestamp":1658158595000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8802809\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,6]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/cns.2019.8802809","relation":{},"subject":[],"published":{"date-parts":[[2019,6]]}}}