DroidDet: Effective and robust detection of android malware using static analysis along with rotation forest model

作者: Hui-Juan Zhu , Zhu-Hong You , Ze-Xuan Zhu , Wei-Lei Shi , Xing Chen

DOI: 10.1016/J.NEUCOM.2017.07.030

关键词:

摘要: … In particular, the key features used in this paper are extracted through the static analysis … Android malware samples and 1065 Android benign samples, which are captured from Android …

参考文章(45)
Akanksha Sharma, Subrat Kumar Dash, Mining API Calls and Permissions for Android Malware Detection cryptology and network security. pp. 191- 205 ,(2014) , 10.1007/978-3-319-12280-9_13
Sahin Albayrak, Seyit A. Camtepe, Aubrey-Derrick Schmidt, Static smartphone malware detection School of Electrical Engineering & Computer Science; Information Security Institute; Science & Engineering Faculty. ,(2010)
Britton Wolfe, Karim O. Elish, Danfeng Yao, Comprehensive Behavior Profiling for Proactive Android Malware Detection international conference on information security. pp. 328- 344 ,(2014) , 10.1007/978-3-319-13257-0_19
Wei Yu, Linqiang Ge, Guobin Xu, Xinwen Fu, Towards Neural Network Based Malware Detection on Android Mobile Devices Cybersecurity Systems for Human Cognition Augmentation. pp. 99- 117 ,(2014) , 10.1007/978-3-319-10374-7_7
Jae-wook Jang, Hyunjae Kang, Jiyoung Woo, Aziz Mohaisen, Huy Kang Kim, None, Andro-AutoPsy: Anti-malware system based on similarity matching of malware and malware creator-centric information Digital Investigation. ,vol. 14, pp. 17- 35 ,(2015) , 10.1016/J.DIIN.2015.06.002
Jonathon Shlens, A Tutorial on Principal Component Analysis. arXiv: Learning. ,(2014)
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
Fauzia Idrees, Muttukrishnan Rajarajan, Investigating the android intents and permissions for malware detection wireless and mobile computing, networking and communications. pp. 354- 358 ,(2014) , 10.1109/WIMOB.2014.6962194
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