Android based malware detection using a multifeature collaborative decision fusion approach
作者： Shina Sheen , R. Anitha , V. Natarajan
DOI: 10.1016/J.NEUCOM.2014.10.004
关键词:
摘要: … But real time detection with control flow graphs is a challenging task. Sanz et al. [7], [8] analyzed the user permissions and other user features and applied various machine learning …
elsevier.com
sci-hub.se 参考文章(34)
Borja Sanz, Igor Santos, Carlos Laorden, Xabier Ugarte-Pedrero, Pablo Garcia Bringas, Gonzalo Álvarez, PUMA: Permission Usage to Detect Malware in Android CISIS/ICEUTE/SOCO Special Sessions. pp. 289- 298 ,(2013) , 10.1007/978-3-642-33018-6_30
Stefan Axelsson, A Preliminary Attempt to Apply Detection and Estimation Theory to Intrusion Detection ,(2007)
Salvatore J. Stolfo, Wei Fan, Cost-sensitive, scalable and adaptive learning using ensemble-based methods Columbia University. ,(2001)
Kenji Kira, Larry A. Rendell, The feature selection problem: traditional methods and a new algorithm national conference on artificial intelligence. pp. 129- 134 ,(1992)
Wayne Iba, Pat Langley, Induction of One-Level Decision Trees international conference on machine learning. pp. 233- 240 ,(1992) , 10.1016/B978-1-55860-247-2.50035-8
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
Borja Sanz, Igor Santos, Carlos Laorden, Xabier Ugarte-Pedrero, Javier Nieves, Pablo G Bringas, Gonzalo Álvarez Marañón, None, MAMA: MANIFEST ANALYSIS FOR MALWARE DETECTION IN ANDROID Cybernetics and Systems. ,vol. 44, pp. 469- 488 ,(2013) , 10.1080/01969722.2013.803889
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
KONRAD JACKOWSKI, BARTOSZ KRAWCZYK, MICHAŁ WOŹNIAK, Improved adaptive splitting and selection: the hybrid training method of a classifier based on a feature space partitioning. International Journal of Neural Systems. ,vol. 24, pp. 1430007- ,(2014) , 10.1142/S0129065714300071
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