DroidMat: Android Malware Detection through Manifest and API Calls Tracing
作者： Dong-Jie Wu , Ching-Hao Mao , Te-En Wei , Hahn-Ming Lee , Kuo-Ping Wu
关键词: Cryptovirology 、 Message passing 、 Anomaly detection 、 Malware 、 Manifest file 、 Android (operating system) 、 Operating system 、 Mobile malware 、 Computer science 、 Computer security 、 Static analysis
摘要: Recently, the threat of Android malware is spreading rapidly, especially those repackaged Android malware. Although understanding Android malware using dynamic analysis can provide a comprehensive view, it is still subjected to high cost in environment deployment and manual efforts in investigation. In this study, we propose a static feature-based mechanism to provide a static analyst paradigm for detecting the Android malware. The mechanism considers the static information including permissions, deployment of …
computer.org
acm.org 
sci-hub.se 参考文章(25)
Min Zhao, Fangbin Ge, Tao Zhang, Zhijian Yuan, AntiMalDroid: An Efficient SVM-Based Malware Detection Framework for Android international conference on information computing and applications. pp. 158- 166 ,(2011) , 10.1007/978-3-642-27503-6_22
Adrienne Porter Felt, Kate Greenwood, David Wagner, The effectiveness of application permissions usenix conference on web application development. pp. 7- 7 ,(2011)
Francesco Di Cerbo, Andrea Girardello, Florian Michahelles, Svetlana Voronkova, Detection of malicious applications on Android OS international workshop on computational forensics. pp. 138- 149 ,(2010) , 10.1007/978-3-642-19376-7_12
William Enck, Patrick McDaniel, Jaeyeon Jung, Byung-Gon Chun, Peter Gilbert, Anmol N. Sheth, Landon P. Cox, TaintDroid: an information-flow tracking system for realtime privacy monitoring on smartphones operating systems design and implementation. pp. 393- 407 ,(2010) , 10.5555/1924943.1924971
Asaf Shabtai, Uri Kanonov, Yuval Elovici, Chanan Glezer, Yael Weiss, Andromaly: a behavioral malware detection framework for android devices intelligent information systems. ,vol. 38, pp. 161- 190 ,(2012) , 10.1007/S10844-010-0148-X
Wu Zhou, Yajin Zhou, Xuxian Jiang, Peng Ning, Detecting repackaged smartphone applications in third-party android marketplaces Proceedings of the second ACM conference on Data and Application Security and Privacy - CODASKY '12. pp. 317- 326 ,(2012) , 10.1145/2133601.2133640
David Barrera, H. G üne ş Kayacik, Paul C. van Oorschot, Anil Somayaji, A methodology for empirical analysis of permission-based security models and its application to android Proceedings of the 17th ACM conference on Computer and communications security - CCS '10. pp. 73- 84 ,(2010) , 10.1145/1866307.1866317
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
William Enck, Machigar Ongtang, Patrick McDaniel, On lightweight mobile phone application certification computer and communications security. pp. 235- 245 ,(2009) , 10.1145/1653662.1653691
Hahnsang Kim, Joshua Smith, Kang G. Shin, Detecting energy-greedy anomalies and mobile malware variants Proceeding of the 6th international conference on Mobile systems, applications, and services - MobiSys '08. pp. 239- 252 ,(2008) , 10.1145/1378600.1378627