A New Android Malware Detection Approach Using Bayesian Classification

作者: S. Y. Yerima , S. Sezer , G. McWilliams , I. Muttik

DOI: 10.1109/AINA.2013.88

关键词:

摘要: … In order to obtain the feature sets for building the Bayesian model, we implemented a Java-based Android package profiling tool for automated reverse engineering of the APK files. The …

参考文章(20)
Farnam Jahanian, Jon Oberheide, Evan Cooke, CloudAV: N-version antivirus in the network cloud usenix security symposium. pp. 91- 106 ,(2008)
Clint Gibler, Jonathan Crussell, Jeremy Erickson, Hao Chen, AndroidLeaks: automatically detecting potential privacy leaks in android applications on a large scale trust and trustworthy computing. pp. 291- 307 ,(2012) , 10.1007/978-3-642-30921-2_17
Christopher Mann, Artem Starostin, A framework for static detection of privacy leaks in android applications acm symposium on applied computing. pp. 1457- 1462 ,(2012) , 10.1145/2245276.2232009
Leonid Batyuk, Markus Herpich, Seyit Ahmet Camtepe, Karsten Raddatz, Aubrey-Derrick Schmidt, Sahin Albayrak, Using static analysis for automatic assessment and mitigation of unwanted and malicious activities within Android applications international conference on malicious and unwanted software. pp. 66- 72 ,(2011) , 10.1109/MALWARE.2011.6112328
Iker Burguera, Urko Zurutuza, Simin Nadjm-Tehrani, Crowdroid Proceedings of the 1st ACM workshop on Security and privacy in smartphones and mobile devices - SPSM '11. pp. 15- 26 ,(2011) , 10.1145/2046614.2046619
Erika Chin, Adrienne Porter Felt, Kate Greenwood, David Wagner, Analyzing inter-application communication in Android Proceedings of the 9th international conference on Mobile systems, applications, and services - MobiSys '11. pp. 239- 252 ,(2011) , 10.1145/1999995.2000018
Thomas Bläsing, Leonid Batyuk, Aubrey-Derrick Schmidt, Seyit Ahmet Camtepe, Sahin Albayrak, An Android Application Sandbox system for suspicious software detection international conference on malicious and unwanted software. pp. 55- 62 ,(2010) , 10.1109/MALWARE.2010.5665792
Axelle Apvrille, Tim Strazzere, Reducing the window of opportunity for Android malware Gotta catch 'em all Journal of Computer Virology and Hacking Techniques. ,vol. 8, pp. 61- 71 ,(2012) , 10.1007/S11416-012-0162-3
Sahin Albayrak, Florian Lamour, Aubrey-Derrick Schmidt, Frank Peters, Monitoring smartphones for anomaly detection mobile wireless middleware, operating systems, and applications. pp. 40- ,(2008) , 10.5555/1361492.1361542
Michael Grace, Yajin Zhou, Qiang Zhang, Shihong Zou, Xuxian Jiang, RiskRanker Proceedings of the 10th international conference on Mobile systems, applications, and services - MobiSys '12. pp. 281- 294 ,(2012) , 10.1145/2307636.2307663