{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,7]],"date-time":"2026-05-07T15:48:44Z","timestamp":1778168924578,"version":"3.51.4"},"reference-count":27,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,9,9]],"date-time":"2020-09-09T00:00:00Z","timestamp":1599609600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,9,9]],"date-time":"2020-09-09T00:00:00Z","timestamp":1599609600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,9,9]],"date-time":"2020-09-09T00:00:00Z","timestamp":1599609600000},"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":[[2020,9,9]]},"DOI":"10.1109\/iscisc51277.2020.9261903","type":"proceedings-article","created":{"date-parts":[[2020,11,24]],"date-time":"2020-11-24T00:02:15Z","timestamp":1606176135000},"page":"82-87","source":"Crossref","is-referenced-by-count":24,"title":["A New Method for Ransomware Detection Based on PE Header Using Convolutional Neural Networks"],"prefix":"10.1109","author":[{"given":"Farnoush","family":"Manavi","sequence":"first","affiliation":[]},{"given":"Ali","family":"Hamzeh","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1007\/978-981-15-0790-8_2","article-title":"Detection of Ransomware Attack: A Review","author":"bhagwat","year":"2020","journal-title":"Proceeding of International Conference on Computational Science and Applications"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3073559","article-title":"A survey on malware detection using data mining techniques","volume":"50","author":"ye","year":"2017","journal-title":"ACM Comput Surv"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2089125.2089126"},{"key":"ref13","article-title":"Automated dynamic analysis of ransomware: Benefits, limitations and use for detection","author":"sgandurra","year":"2016"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-73951-9_6"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.09.025"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.07.052"},{"key":"ref17","first-page":"10","article-title":"Static Malware Analysis to Identify Ransomware Properties","volume":"16","author":"vidyarthi","year":"2019","journal-title":"Int J Comput Sci Issues"},{"key":"ref18","article-title":"Ransomware Analysis using Feature Engineering and Deep Neural Networks","author":"ashraf","year":"2019"},{"key":"ref19","first-page":"242","article-title":"Extinguishing ransomware-a hybrid approach to android ransomware detection","author":"ferrante","year":"2017","journal-title":"Intemationsal Symposium on Foundations and Practice of Security"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1093\/cybsec\/tyz003"},{"key":"ref27","first-page":"1137","article-title":"A study of cross-validation and bootstrap for accuracy estimation and model selection","volume":"14","author":"kohavi","year":"1995","journal-title":"IJCAI"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-802117-0.00015-1"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-017-0558-5"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.4018\/IJWP.2020010101"},{"key":"ref8","article-title":"Know abnormal, find evil: frequent pattern mining for ransomware threat hunting and intelligence","author":"homayoun","year":"2017","journal-title":"IEEE Trans Emerg Top Comput"},{"key":"ref7","article-title":"The evolution of ransomware","author":"savage","year":"2015","journal-title":"Symantec Mt View"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ISCISC48546.2019.8985139"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ISCISC48546.2019.8985149"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s13369-019-04319-2"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.07.045"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref21","author":"oktavianto","year":"2013","journal-title":"Cuckoo Malware Analysis"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2018.05.198"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-020-09825-6"},{"key":"ref26","article-title":"Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation","author":"powers","year":"2011"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2017.05.007"}],"event":{"name":"2020 17th International ISC Conference on Information Security and Cryptology (ISCISC)","location":"Tehran, Iran","start":{"date-parts":[[2020,9,9]]},"end":{"date-parts":[[2020,9,10]]}},"container-title":["2020 17th International ISC Conference on Information Security and Cryptology (ISCISC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9261900\/9261901\/09261903.pdf?arnumber=9261903","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,28]],"date-time":"2022-06-28T21:54:35Z","timestamp":1656453275000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9261903\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,9,9]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/iscisc51277.2020.9261903","relation":{},"subject":[],"published":{"date-parts":[[2020,9,9]]}}}