A Comparison of Static, Dynamic, and Hybrid Analysis for Malware Detection

no code implementations • 13 Mar 2022 • Anusha Damodaran, Fabio Di Troia, Visaggio Aaron Corrado, Thomas H. Austin, Mark Stamp

In this research, we compare malware detection techniques based on static, dynamic, and hybrid analysis.

Malware Detection

Malware Detection Using Dynamic Birthmarks

no code implementations • 6 Jan 2019 • Swapna Vemparala, Fabio Di Troia, Corrado A. Visaggio, Thomas H. Austin, Mark Stamp

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 trained on sequences of API calls.

Malware Detection