{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T13:47:59Z","timestamp":1762004879294,"version":"3.37.3"},"reference-count":20,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2017,5,5]],"date-time":"2017-05-05T00:00:00Z","timestamp":1493942400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","award":["NRF-2014K1A1A2043029","NRF-2014M3C4A7030649"],"award-info":[{"award-number":["NRF-2014K1A1A2043029","NRF-2014M3C4A7030649"]}],"id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2018,2]]},"DOI":"10.1007\/s11042-017-4756-0","type":"journal-article","created":{"date-parts":[[2017,5,4]],"date-time":"2017-05-04T18:12:40Z","timestamp":1493921560000},"page":"5027-5042","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":20,"title":["Risk assessment of mobile applications based on machine learned malware dataset"],"prefix":"10.1007","volume":"77","author":[{"given":"Hyunki","family":"Kim","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Taejoo","family":"Cho","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gail-Joon","family":"Ahn","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jeong","family":"Hyun Yi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,5,5]]},"reference":[{"key":"4756_CR1","unstructured":"Android api. https:\/\/developer.android.com\/reference\/packages.html"},{"key":"4756_CR2","unstructured":"Andrubis. https:\/\/anubis.iseclab.org"},{"key":"4756_CR3","unstructured":"Apk file. https:\/\/developer.android.com\/tools\/building\/index.html"},{"key":"4756_CR4","unstructured":"Apktool. https:\/\/ibotpeaches.github.io\/Apktool"},{"key":"4756_CR5","unstructured":"Asmdex. http:\/\/asm.ow2.org\/asmdex-index.html"},{"key":"4756_CR6","unstructured":"Bailey M, Oberheide J, Andersen J, Mao ZM, Jahanian F, Nazario J (2007) Automated classification and analysis of internet malware International workshop on recent advances in intrusion detection. Springer, pp 178\u2013197"},{"issue":"3","key":"4756_CR7","doi-asserted-by":"crossref","first-page":"381","DOI":"10.1166\/asl.2015.5804","volume":"21","author":"T Cho","year":"2015","unstructured":"Cho T, Na G, Lee D, Yi JH (2015) Account forgery and privilege escalation attacks on android home cloud devices. Adv Sci Lett 21(3):381\u2013386","journal-title":"Adv Sci Lett"},{"key":"4756_CR8","unstructured":"Dex format. https:\/\/source.android.com\/devices\/tech\/dalvik\/dex-format.html"},{"key":"4756_CR9","unstructured":"Felt AP, Finifter M, Chin E, Hanna S, Wagner D (2011) A survey of mobile malware in the wild Proceedings of the 1st ACM workshop on security and privacy in smartphones and mobile devices. ACM, pp 3\u201314"},{"key":"4756_CR10","unstructured":"Google bouncer. https:\/\/android.googleblog.com\/2012\/02\/android-and-security.html"},{"key":"4756_CR11","unstructured":"Google play store. https:\/\/play.google.com\/store"},{"key":"4756_CR12","unstructured":"Han J, Pei J, Kamber M (2011) Data mining: concepts and techniques. Elsevier,"},{"issue":"4","key":"4756_CR13","doi-asserted-by":"crossref","first-page":"1421","DOI":"10.1007\/s11277-013-1258-x","volume":"73","author":"JH Jung","year":"2013","unstructured":"Jung JH, Kim JY, Lee HC, Yi JH (2013) Repackaging attack on android banking applications and its countermeasures. Wirel Pers Commun 73(4):1421\u20131437","journal-title":"Wirel Pers Commun"},{"key":"4756_CR14","unstructured":"Malware database contagio. http:\/\/contagiominidump.blogspot.kr"},{"key":"4756_CR15","unstructured":"McCallum A, Nigam K, et al (1998) A comparison of event models for naive bayes text classification AAAI-98 workshop on learning for text categorization, vol 752. Citeseer, pp 41\u201348"},{"key":"4756_CR16","doi-asserted-by":"crossref","unstructured":"Petsas T, Voyatzis G, Athanasopoulos E, Polychronakis M, Ioannidis S (2014) Rage against the virtual machine: hindering dynamic analysis of android malware Proceedings of the 7th European workshop on system security. ACM, p 5","DOI":"10.1145\/2592791.2592796"},{"key":"4756_CR17","first-page":"41","volume-title":"IJCAI 2001 workshop on empirical methods in artificial intelligence, vol 3","author":"I Rish","year":"2001","unstructured":"Rish I (2001) An empirical study of the naive bayes classifier IJCAI 2001 workshop on empirical methods in artificial intelligence, vol 3. IBM, New York, pp 41\u201346"},{"issue":"1","key":"4756_CR18","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/505282.505283","volume":"34","author":"F Sebastiani","year":"2002","unstructured":"Sebastiani F (2002) Machine learning in automated text categorization. ACM Comput Surv (CSUR) 34(1):1\u201347","journal-title":"ACM Comput Surv (CSUR)"},{"key":"4756_CR19","volume-title":"Statistical learning theory, vol 1","author":"VN Vapnik","year":"1998","unstructured":"Vapnik VN, Vapnik V (1998) Statistical learning theory, vol 1. Wiley, New York"},{"key":"4756_CR20","unstructured":"Virusshare. https:\/\/virusshare.com"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-017-4756-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-017-4756-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-017-4756-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,23]],"date-time":"2019-09-23T05:50:40Z","timestamp":1569217840000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-017-4756-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5,5]]},"references-count":20,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2018,2]]}},"alternative-id":["4756"],"URL":"https:\/\/doi.org\/10.1007\/s11042-017-4756-0","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"type":"print","value":"1380-7501"},{"type":"electronic","value":"1573-7721"}],"subject":[],"published":{"date-parts":[[2017,5,5]]}}}