{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T00:46:23Z","timestamp":1740098783837,"version":"3.37.3"},"publisher-location":"Cham","reference-count":34,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319519654"},{"type":"electronic","value":"9783319519661"}],"license":[{"start":{"date-parts":[[2016,12,29]],"date-time":"2016-12-29T00:00:00Z","timestamp":1482969600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-51966-1_2","type":"book-chapter","created":{"date-parts":[[2016,12,28]],"date-time":"2016-12-28T06:11:08Z","timestamp":1482905468000},"page":"20-35","source":"Crossref","is-referenced-by-count":6,"title":["Andrana: Quick and Accurate Malware Detection for Android"],"prefix":"10.1007","author":[{"given":"Andrew","family":"Bedford","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S\u00e9bastien","family":"Garvin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jos\u00e9e","family":"Desharnais","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nadia","family":"Tawbi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hana","family":"Ajakan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fr\u00e9d\u00e9ric","family":"Audet","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bernard","family":"Lebel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,12,29]]},"reference":[{"key":"2_CR1","series-title":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1007\/978-3-319-04283-1_6","volume-title":"Security and Privacy in Communication Networks","author":"Y Aafer","year":"2013","unstructured":"Aafer, Y., Du, W., Yin, H.: DroidAPIMiner: mining API-level features for robust malware detection in Android. In: Zia, T., Zomaya, A., Varadharajan, V., Mao, M. (eds.) SecureComm 2013. LNICST, vol. 127, pp. 86\u2013103. Springer, Heidelberg (2013). doi: 10.1007\/978-3-319-04283-1_6"},{"key":"2_CR2","unstructured":"Android operating system security. http:\/\/developer.android.com\/guide\/topics\/security\/permissions.html . Accessed 5 July 2016"},{"key":"2_CR3","unstructured":"Apktool. https:\/\/ibotpeaches.github.io\/Apktool\/ . Accessed 5 July 2016"},{"key":"2_CR4","unstructured":"Appbrain. http:\/\/www.appbrain.com\/stats\/number-of-android-apps . Accessed 18 July 2016"},{"key":"2_CR5","unstructured":"Apvrille, A., Nigam, R.: Obfuscation in android malware, and how to fight back. Virus Bull. 1\u201310 (2014)"},{"key":"2_CR6","doi-asserted-by":"crossref","unstructured":"Arp, D., Spreitzenbarth, M., H\u00fcbner, M., Gascon, H., Rieck, K., Siemens, C.: DREBIN: effective and explainable detection of Android malware in your pocket. In: Proceedings of the Annual Symposium on Network and Distributed System Security (NDSS) (2014)","DOI":"10.14722\/ndss.2014.23247"},{"key":"2_CR7","doi-asserted-by":"crossref","unstructured":"Atzeni, A., Su, T., Baltatu, M., D\u2019Alessandro, R., Pessiva, G.: How dangerous is your Android app? An evaluation methodology. In: Proceedings of the 11th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, pp. 130\u2013139. ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering) (2014)","DOI":"10.4108\/icst.mobiquitous.2014.257832"},{"issue":"1","key":"2_CR8","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L Breiman","year":"2001","unstructured":"Breiman, L.: Random forests. Mach. Learn. 45(1), 5\u201332 (2001)","journal-title":"Mach. Learn."},{"key":"2_CR9","volume-title":"Classification and Regression Trees","author":"L Breiman","year":"1984","unstructured":"Breiman, L., Friedman, J., Stone, C.J., Olshen, R.A.: Classification and Regression Trees. CRC Press, Boca Raton (1984)"},{"key":"2_CR10","doi-asserted-by":"crossref","unstructured":"Burguera, I., Zurutuza, U., Nadjm-Tehrani, S.: Crowdroid: behavior-based malware detection system for Android. In: Proceedings of the 1st ACM Workshop on Security and Privacy in Smartphones and Mobile Devices, pp. 15\u201326. ACM (2011)","DOI":"10.1145\/2046614.2046619"},{"key":"2_CR11","doi-asserted-by":"crossref","DOI":"10.1007\/3-540-44898-5_1","volume-title":"Precise Analysis of String Expressions","author":"AS Christensen","year":"2003","unstructured":"Christensen, A.S., M\u00f8ller, A., Schwartzbach, M.I.: Precise Analysis of String Expressions. Springer, New York (2003)"},{"key":"2_CR12","unstructured":"Contagio. http:\/\/contagiominidump.blogspot.ca\/ . Accessed 16 July 2016"},{"issue":"3","key":"2_CR13","first-page":"273","volume":"20","author":"C Cortes","year":"1995","unstructured":"Cortes, C., Vapnik, V.: Support-vector networks. Mach. Learn. 20(3), 273\u2013297 (1995). http:\/\/dx.doi.org\/10.1007\/BF00994018","journal-title":"Mach. Learn."},{"key":"2_CR14","unstructured":"Cunningham, P., Delany, S.J.: k-nearest neighbour classifiers. In: Multiple Classifier Systems, pp. 1\u201317 (2007)"},{"key":"2_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"240","DOI":"10.1007\/978-3-642-33704-8_21","volume-title":"Computer Network Security","author":"G Dini","year":"2012","unstructured":"Dini, G., Martinelli, F., Saracino, A., Sgandurra, D.: MADAM: a multi-level anomaly detector for Android malware. In: Kotenko, I., Skormin, V. (eds.) MMM-ACNS 2012. LNCS, vol. 7531, pp. 240\u2013253. Springer, Heidelberg (2012). doi: 10.1007\/978-3-642-33704-8_21"},{"issue":"301","key":"2_CR16","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1080\/01621459.1963.10500830","volume":"58","author":"W Hoeffding","year":"1963","unstructured":"Hoeffding, W.: Probability inequalities for sums of bounded random variables. J. Am. Stat. Assoc. 58(301), 13\u201330 (1963)","journal-title":"J. Am. Stat. Assoc."},{"key":"2_CR17","unstructured":"Java string analyzer (JSA). http:\/\/www.brics.dk\/JSA\/ . Accessed 5 July 2016"},{"key":"2_CR18","unstructured":"Language detection library. https:\/\/github.com\/shuyo\/language-detection . Acessed 5 July 2016"},{"key":"2_CR19","doi-asserted-by":"crossref","unstructured":"Li, D., Lyu, Y., Wan, M., Halfond, W.G.: String analysis for Java and Android applications. In: Proceedings of the 2015 10th Joint Meeting on Foundations of Software Engineering, pp. 661\u2013672. ACM (2015)","DOI":"10.1145\/2786805.2786879"},{"key":"2_CR20","doi-asserted-by":"crossref","unstructured":"Lindorfer, M., Neugschwandtner, M., Platzer, C.: MARVIN: efficient and comprehensive mobile app. classification through static and dynamic analysis. In: 39th Annual Computer Software and Applications Conference (COMPSAC), vol. 2, pp. 422\u2013433. IEEE (2015)","DOI":"10.1109\/COMPSAC.2015.103"},{"key":"2_CR21","doi-asserted-by":"crossref","unstructured":"Lindorfer, M., Neugschwandtner, M., Weichselbaum, L., Fratantonio, Y., Van Der Veen, V., Platzer, C.: Andrubis-1,000,000 apps later: a view on current Android malware behaviors. In: 2014 Third International Workshop on Building Analysis Datasets and Gathering Experience Returns for Security (BADGERS), pp. 3\u201317. IEEE (2014)","DOI":"10.1109\/BADGERS.2014.7"},{"key":"2_CR22","unstructured":"LSFM. http:\/\/lsfm.ift.ulaval.ca\/recherche\/andrana\/ . Accessed 30 Sep 2016"},{"key":"2_CR23","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1016\/j.cose.2015.02.007","volume":"51","author":"D Maiorca","year":"2015","unstructured":"Maiorca, D., Ariu, D., Corona, I., Aresu, M., Giacinto, G.: Stealth attacks: an extended insight into the obfuscation effects on Android malware. Comput. Secur. 51, 16\u201331 (2015)","journal-title":"Comput. Secur."},{"key":"2_CR24","unstructured":"Permissions classified as dangerous. http:\/\/developer.android.com\/guide\/topics\/security\/permissions.html#normal-dangerous . Accessed 5 July 2016"},{"key":"2_CR25","unstructured":"Pscout. https:\/\/github.com\/dweinstein\/pscout . Accessed 5 July 2016"},{"key":"2_CR26","doi-asserted-by":"crossref","unstructured":"Sato, R., Chiba, D., Goto, S.: Detecting Android malware by analyzing manifest files. In: Proceedings of the Asia-Pacific Advanced Network, vol. 36, pp. 23\u201331 (2013)","DOI":"10.7125\/APAN.36.4"},{"issue":"3","key":"2_CR27","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1023\/A:1007614523901","volume":"37","author":"RE Schapire","year":"1999","unstructured":"Schapire, R.E., Singer, Y.: Improved boosting using confidence-rated predictions. Mach. Learn. 37(3), 297\u2013336 (1999)","journal-title":"Mach. Learn."},{"issue":"1","key":"2_CR28","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1007\/s10844-010-0148-x","volume":"38","author":"A Shabtai","year":"2012","unstructured":"Shabtai, A., Kanonov, U., Elovici, Y., Glezer, C., Weiss, Y.: \u201cAndromaly\u201d: a behavioral malware detection framework for Android devices. J. Intell. Inf. Syst. 38(1), 161\u2013190 (2012)","journal-title":"J. Intell. Inf. Syst."},{"key":"2_CR29","unstructured":"Smali\/baksmali. https:\/\/github.com\/JesusFreke\/smali . Accessed 20 July 2016"},{"key":"2_CR30","unstructured":"Smartphone OS market share, q1 2015 (2015). http:\/\/www.idc.com\/prodserv\/smartphone-os-market-share.jsp . Accessed 7 July 2016"},{"key":"2_CR31","doi-asserted-by":"crossref","unstructured":"Vidas, T., Christin, N.: Evading android runtime analysis via sandbox detection. In: Proceedings of the 9th ACM Symposium on Information, Computer and Communications Security, pp. 447\u2013458. ACM (2014)","DOI":"10.1145\/2590296.2590325"},{"key":"2_CR32","unstructured":"Virus share. https:\/\/virusshare.com\/ . Accessed 14 July 2016"},{"key":"2_CR33","doi-asserted-by":"crossref","unstructured":"Wu, W.C., Hung, S.H.: DroidDolphin: a dynamic Android malware detection framework using big data and machine learning. In: Proceedings of the 2014 Conference on Research in Adaptive and Convergent Systems, pp. 247\u2013252. ACM (2014)","DOI":"10.1145\/2663761.2664223"},{"key":"2_CR34","unstructured":"Zhou, Y., Wang, Z., Zhou, W., Jiang, X.: Hey, you, get off of my market: detecting malicious apps in official and alternative android markets. In: NDSS, vol. 25, pp. 50\u201352 (2012)"}],"container-title":["Lecture Notes in Computer Science","Foundations and Practice of Security"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-51966-1_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,25]],"date-time":"2017-06-25T02:55:33Z","timestamp":1498359333000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-51966-1_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,12,29]]},"ISBN":["9783319519654","9783319519661"],"references-count":34,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-51966-1_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016,12,29]]}}}