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.