Applying Deep Learning Techniques to the Analysis of Android APKs

Malware targeting mobile devices is a pervasive problem in modern life and as such tools to detect and classify malware are of great value. This paper seeks to demonstrate the effectiveness of Deep Learning Techniques, specifically Convolutional Neural Networks, in detecting and classifying malware...

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Bibliographic Details
Main Author: Nix, Robin Andrew
Other Authors: Zhang, Jian
Format: Others
Language:en
Published: LSU 2017
Subjects:
Online Access:http://etd.lsu.edu/docs/available/etd-01052017-211923/