475 citations · 482 across the 4 of their papers we have counts for
5 papers · 1 filter
Discerning Reliable Cyber Threat Indicators for Timely Cyber Threat Intelligence
Dincy R Arikkat, Vinod P., Rafidha Rehiman K. A. +3
In today's dynamic cybersecurity landscape, timely and accurate threat intelligence is essential for proactive defense. This study explores the potential of social media platforms…
A Comparison of Static, Dynamic, and Hybrid Analysis for Malware Detection
Anusha Damodaran, Fabio Di Troia, Visaggio Aaron Corrado +2
In this research, we compare malware detection techniques based on static, dynamic, and hybrid analysis. Specifically, we train Hidden Markov Models (HMMs ) on both static and dyna…
GANG-MAM: GAN based enGine for Modifying Android Malware
Renjith G, Sonia Laudanna, Aji S +2
Malware detectors based on machine learning are vulnerable to adversarial attacks. Generative Adversarial Networks (GAN) are architectures based on Neural Networks that could produ…
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…
On the Effectiveness of System API-Related Information for Android Ransomware Detection
Michele Scalas, Davide Maiorca, Francesco Mercaldo +3
Ransomware constitutes a significant threat to the Android operating system. It can either lock or encrypt the target devices, and victims are forced to pay ransoms to restore thei…