Experimental Study with Real-world Data for Android App Security Analysis using Machine Learning

Author:

Roy Sankardas,DeLoach Jordan,Li Yuping,Herndon Nic,Caragea Doina,Ou Xinming,Ranganath Venkatesh Prasad,Li Hongmin,Guevara Nicolais

Funder

National Science Foundation

Publisher

ACM Press

Reference23 articles.

1. Market Share: Devices, all countries, 4Q14 update. http://www.gartner.com/newsroom/id/2996817.

2. PCWorld Report: Malware-infected android apps spike in the google play store. http://tinyurl.com/lhu9ope, 2014.

3. Virus Total. https://www.virustotal.com/, December 2014.

4. Y. Aafer et al. DroidAPIMiner: Mining api-level features for robust malware detection in android. In Proc. of SecureComm, 2013.

5. D. Arp, M. Spreitzenbarth, M. Hübner, H. Gascon, and K. Rieck. Drebin: Effective and explainable detection of Android malware in your pocket. In Proc. of the NDSS, 2014.

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