Survey on Android Malware Detection Using Multilevel Classifier Fusion

Mahesh R. Gawale
2019 International Journal for Research in Applied Science and Engineering Technology  
Android Malware detection is a very important factor in security of the smartphones and computer systems. However, now days used signature-based technique cannot be provide accurate detection in polymorphic viruses and zero-day attacks. So there is a need to malwares detection using machine learning. The purpose of this work is the improved malware and benign detection accuracy based on machine learning algorithms. The Multilevel classification model for malwares detection by using training a
more » ... del of the base classifiers machine learning algorithms at the lower level and A set of the ranking algorithms at higher level to enable fusion using pairwise combination of ranking algorithms and detect the better average accuracy of fusion.
doi:10.22214/ijraset.2019.3346 fatcat:vdgz5c7tdzadrh4fyloevoyvnu