475 citations · 555 across the 41 of their papers we have counts for
3 papers · 1 filter
A Comparative Analysis of Android Malware
Neeraj Chavan, Fabio Di Troia, Mark Stamp
In this paper, we present a comparative analysis of benign and malicious Android applications, based on static features. In particular, we focus our attention on the permissions re…
Transfer Learning for Image-Based Malware Classification
Niket Bhodia, Pratikkumar Prajapati, Fabio Di Troia +1
In this paper, we consider the problem of malware detection and classification based on image analysis. We convert executable files to images and apply image recognition using deep…
Malware Detection Using Dynamic Birthmarks
Swapna Vemparala, Fabio Di Troia, Corrado A. Visaggio +2
In this paper, we explore the effectiveness of dynamic analysis techniques for identifying malware, using Hidden Markov Models (HMMs) and Profile Hidden Markov Models (PHMMs), both…