{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T02:34:56Z","timestamp":1771468496169,"version":"3.50.1"},"reference-count":21,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2017,3,1]],"date-time":"2017-03-01T00:00:00Z","timestamp":1488326400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/OAPA.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans.Inform.Forensic Secur."],"published-print":{"date-parts":[[2017,3]]},"DOI":"10.1109\/tifs.2016.2631905","type":"journal-article","created":{"date-parts":[[2016,12,1]],"date-time":"2016-12-01T21:32:09Z","timestamp":1480627929000},"page":"631-646","source":"Crossref","is-referenced-by-count":88,"title":["ALDOCX: Detection of Unknown Malicious Microsoft Office Documents Using Designated Active Learning Methods Based on New Structural Feature Extraction Methodology"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0652-8861","authenticated-orcid":false,"given":"Nir","family":"Nissim","sequence":"first","affiliation":[]},{"given":"Aviad","family":"Cohen","sequence":"additional","affiliation":[]},{"given":"Yuval","family":"Elovici","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-01718-6_6"},{"key":"ref11","first-page":"245","article-title":"Bayes point machines","volume":"1","author":"herbrich","year":"2001","journal-title":"J Mach Learn Res"},{"key":"ref12","first-page":"255","article-title":"Online choice of active learning algorithms","volume":"5","author":"baram","year":"2004","journal-title":"J Mach Learn Res"},{"key":"ref13","first-page":"61","article-title":"A machine learning approach to anti-virus system","author":"kiem","year":"2004","journal-title":"Joint Workshop of Vietnamese Society of AI SIGKBS-JSAI ICS-IPSJ and IEICE-SIGAI on Active Mining"},{"key":"ref14","first-page":"1","article-title":"Detection of malicious PDF files based on hierarchical document structure","author":"srndic","year":"2013","journal-title":"Proc 20th Annu Netw Distrib Syst Security Symp"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-016-0918-z"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2015.52"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2011.154"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/SPICES.2015.7091371"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/DSN.2014.92"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s10044-012-0296-4"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/INDCON.2013.6726055"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.02.053"},{"key":"ref8","first-page":"246","article-title":"Detection of malicious PDF files and directions for enhancements: A state-of-the art survey","volume":"49","author":"nissim","year":"2014","journal-title":"Comput Secur"},{"key":"ref7","first-page":"91","article-title":"ALPD: Active learning framework for enhancing the detection of malicious pdf files aimed at organizations","author":"nissim","year":"2014","journal-title":"Proceedings of JISIC"},{"key":"ref2","author":"dechaux","year":"2010","journal-title":"Office Documents New Weapons of Cyberwarfare"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-37300-8_12"},{"key":"ref9","first-page":"45","article-title":"Support vector machine active learning with applications to text classification","volume":"2","author":"tong","year":"2001","journal-title":"J Mach Learn Res"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ISI.2007.379505"},{"key":"ref21","first-page":"1","article-title":"Acquisition of malicious code using active learning","author":"moskovitch","year":"2008","journal-title":"Proc 2nd Int Workshop Privacy Secur Trust (KDD)"}],"container-title":["IEEE Transactions on Information Forensics and Security"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10206\/7782442\/07762928.pdf?arnumber=7762928","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:27:01Z","timestamp":1642004821000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7762928\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,3]]},"references-count":21,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tifs.2016.2631905","relation":{},"ISSN":["1556-6013","1556-6021"],"issn-type":[{"value":"1556-6013","type":"print"},{"value":"1556-6021","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,3]]}}}