Application of clustering methods for analyzing the security of Android applications

Abstract

This paper presents the results from developing the system for detecting malicious Android applications based on the fuzzy clustering method. We have described the format of the application feature vector, as well as presented studies on the effectiveness of using different criteria for separability. The high efficiency of the proposed approach has been experimentally confirmed.