{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T02:22:52Z","timestamp":1775010172719,"version":"3.50.1"},"reference-count":23,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,7]]},"DOI":"10.1109\/ijcnn.2016.7727508","type":"proceedings-article","created":{"date-parts":[[2016,11,8]],"date-time":"2016-11-08T21:15:56Z","timestamp":1478639756000},"page":"2484-2491","source":"Crossref","is-referenced-by-count":44,"title":["Adaptive and scalable Android malware detection through online learning"],"prefix":"10.1109","author":[{"given":"Annamalai","family":"Narayanan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liu","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lihui","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liu","family":"Jinliang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","article-title":"Mining apps for abnormal usage of sensitive data","volume":"1","author":"vitalii","year":"2015","journal-title":"Software Engineering (ICSE) 2015 IEEE\/ACM 37th IEEE International Conference"},{"key":"ref11","article-title":"Crowdroid: behavior-based malware detection system for android","author":"iker","year":"2011","journal-title":"Proceedings of the 1st ACM Workshop on Security and Privacy in Smartphones and Mobile Devices"},{"key":"ref12","article-title":"Synthesizing near-optimal malware specifications from suspicious behaviors","author":"matt","year":"2010","journal-title":"Security and Privacy (SP) 2010 IEEE Symposium"},{"key":"ref13","first-page":"2539","article-title":"Weisfeiler-lehman graph kernels","volume":"12","author":"nino","year":"2011","journal-title":"The Journal of Machine Learning Research"},{"key":"ref14","article-title":"Google Play Store","year":"0"},{"key":"ref15","first-page":"551","article-title":"Online passive-aggressive algorithms","volume":"7","author":"koby","year":"2006","journal-title":"The Journal of Machine Learning Research"},{"key":"ref16","article-title":"On-line algorithms in machine learning","author":"avrim","year":"1998"},{"key":"ref17","article-title":"Tracking concept drift in malware families","author":"anshuman","year":"2012","journal-title":"Proceedings of the 5th ACM workshop on Security and artificial intelligence"},{"key":"ref18","article-title":"Identifying suspicious URLs: an application of large-scale online learning","author":"justin","year":"2009","journal-title":"Proceedings of the 26th Annual International Conference on Machine Learning"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/2382196.2382222"},{"key":"ref4","article-title":"Drebin: Effective and explainable detection of android malware in your pocket","author":"daniel","year":"2014","journal-title":"Proceedings of the Annual Symposium on Network and Distributed System Security (NDSS)"},{"key":"ref3","article-title":"Structural detection of android malware using embedded call graphs","author":"hugo","year":"2013","journal-title":"Proceedings of the 2013 ACM Workshop on Artificial Intelligence and Security"},{"key":"ref6","article-title":"A machine learning approach to android malware detection","author":"justin","year":"2012","journal-title":"Intelligence and Security Informatics Conference (EISIC) 2012 European"},{"key":"ref5","first-page":"1","article-title":"Empirical assessment of machine learning-based malware detectors for Android","author":"kevin","year":"2014"},{"key":"ref8","first-page":"86","article-title":"DroidAPIMiner: Mining API-level features for robust malware detection in android","author":"yousra","year":"2013","journal-title":"Security and Privacy in Communication Networks"},{"key":"ref7","article-title":"Semantics-aware Android malware classification using weighted contextual API dependency graphs","author":"mu","year":"2014","journal-title":"Proceedings of the 2014 ACM SIGSAC Conference on Computer and Communications Security"},{"key":"ref2","article-title":"Appcontext: Differentiating malicious and benign mobile app behaviors using context","author":"wei","year":"2015","journal-title":"Proc Int l Conf Software Eng (ICSE)"},{"key":"ref1","article-title":"Kaspersky 2014 Annual Threat Report","year":"0"},{"key":"ref9","first-page":"163","article-title":"Droidminer: Automated mining and characterization of fine-grained malicious behaviors in android applications","author":"chao","year":"2014","journal-title":"Computer Security - ESORICS 2014"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/2019618.2019622"},{"key":"ref22","first-page":"369","article-title":"pClass: an effective classifier for streaming examples","volume":"23 2","author":"mahardhika","year":"2015","journal-title":"Fuzzy Systems IEEE Transactions"},{"key":"ref21","article-title":"Dissecting android malware: Characterization and evolution","author":"yajin","year":"2012","journal-title":"Security and Privacy (SP) 2012 IEEE Symposium on"},{"key":"ref23","article-title":"Challenges and Outlook in Machine Learning-based Malware Detection for Android","author":"kevin","year":"2015"}],"event":{"name":"2016 International Joint Conference on Neural Networks (IJCNN)","location":"Vancouver, BC, Canada","start":{"date-parts":[[2016,7,24]]},"end":{"date-parts":[[2016,7,29]]}},"container-title":["2016 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7593175\/7726591\/07727508.pdf?arnumber=7727508","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2016,12,7]],"date-time":"2016-12-07T17:28:27Z","timestamp":1481131707000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7727508\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,7]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2016.7727508","relation":{},"subject":[],"published":{"date-parts":[[2016,7]]}}}