Andriod Malware Detection

Abstract

Malware is one of the major issues regarding the
operating system or in the software world. The
android system is also going through the same
problems. We have seen other Signaturebased
malware detection techniques were used to detect
malware. But the techniques were not able to detect
unknown malware. Despite numerous detection and
analysis techniques are there, the detection accuracy
of new malware is still a crucial issue. We propose
Machine learning algorithms that will be used to
analyse such malware and also we will be doing
semantic analysis. We will be having a data set of
permissions for malicious applications. This will be
compared with the permissions extracted from the
application which we want to analyse. In the end, the
user will be able to see how much malicious
permission is there in the application and also we
analyse the application through comments.