DroidFusion: A Novel Multilevel Classifier Fusion Approach for Android Malware Detection
作者： Suleiman Y. Yerima , Sakir Sezer
DOI: 10.1109/TCYB.2017.2777960
关键词:
摘要: Android malware has continued to grow in volume and complexity posing significant threats to the security of mobile devices and the services they enable. This has prompted increasing …
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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
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
Adam Pridgen, Dan S. Wallach, Theodore Book, Longitudinal Analysis of Android Ad Library Permissions arXiv: Cryptography and Security. ,(2013)
Suleiman Y. Yerima, Sakir Sezer, Igor Muttik, Android malware detection: An eigenspace analysis approach science and information conference. pp. 1236- 1242 ,(2015) , 10.1109/SAI.2015.7237302
K. M. Ting, I. H. Witten, Issues in stacked generalization Journal of Artificial Intelligence Research. ,vol. 10, pp. 271- 289 ,(1999) , 10.1613/JAIR.594
Martina Lindorfer, Matthias Neugschwandtner, Christian Platzer, None, MARVIN: Efficient and Comprehensive Mobile App Classification through Static and Dynamic Analysis computer software and applications conference. ,vol. 2, pp. 422- 433 ,(2015) , 10.1109/COMPSAC.2015.103
Tin Kam Ho, Random decision forests international conference on document analysis and recognition. ,vol. 1, pp. 278- 282 ,(1995) , 10.1109/ICDAR.1995.598994
Yousra Aafer, Wenliang Du, Heng Yin, DroidAPIMiner: Mining API-Level Features for Robust Malware Detection in Android Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. pp. 86- 103 ,(2013) , 10.1007/978-3-319-04283-1_6
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
Suleiman Y. Yerima, Igor Muttik, Sakir Sezer, High Accuracy Android Malware Detection Using Ensemble Learning Iet Information Security. ,vol. 9, pp. 313- 320 ,(2015) , 10.1049/IET-IFS.2014.0099