Analysis of Features Selection and Machine Learning Classifier in Android Malware Detection
作者： Mohd Zaki Mas'ud , Shahrin Sahib , Mohd Faizal Abdollah , Siti Rahayu Selamat , Robiah Yusof
DOI: 10.1109/ICISA.2014.6847364
关键词:
摘要: … is a need to develop a mobile malware detection that can provide an effective solution to defence the mobile user from any malicious threat and at the same time address the limitation …
sci-hub.se 参考文章(13)
Gianluca Dini, Fabio Martinelli, Andrea Saracino, Daniele Sgandurra, MADAM: A Multi-level Anomaly Detector for Android Malware Lecture Notes in Computer Science. pp. 240- 253 ,(2012) , 10.1007/978-3-642-33704-8_21
Borja Sanz, Igor Santos, Xabier Ugarte-Pedrero, Carlos Laorden, Javier Nieves, Pablo G Bringas, None, Instance-based anomaly method for Android malware detection international conference on security and cryptography. pp. 387- 394 ,(2013)
Kevin Joshua Abela, Automated Malware Detection for Android AMDA The Second International Conference on Cyber Security, Cyber Peacefare and Digital Forensic (CyberSec2013). pp. 180- 188 ,(2013)
Stephen R. Garner, WEKA: The Waikato Environment for Knowledge Analysis ,(1996)
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
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
CE Shennon, Warren Weaver, A mathematical theory of communication Bell System Technical Journal. ,vol. 27, pp. 379- 423 ,(1948) , 10.1002/J.1538-7305.1948.TB01338.X
Takamasa Isohara, Keisuke Takemori, Ayumu Kubota, Kernel-based Behavior Analysis for Android Malware Detection computational intelligence and security. pp. 1011- 1015 ,(2011) , 10.1109/CIS.2011.226
Ivan Firdausi, Charles lim, Alva Erwin, Anto Satriyo Nugroho, Analysis of Machine learning Techniques Used in Behavior-Based Malware Detection international conference on advances in computing, control, and telecommunication technologies. pp. 201- 203 ,(2010) , 10.1109/ACT.2010.33
Mariantonietta La Polla, Fabio Martinelli, Daniele Sgandurra, A Survey on Security for Mobile Devices IEEE Communications Surveys and Tutorials. ,vol. 15, pp. 446- 471 ,(2013) , 10.1109/SURV.2012.013012.00028