Andrii Holovatiuk

Intelligent Extraction of Static and Dynamic Invariants for Botnet Classification

The rapid mutation and obfuscation techniques employed by modern polymorphic botnets create a highly dynamic and non-stationary distribution of malware signatures, rendering traditional detection algorithms obsolete. This paper addresses the challenge of identifying such evasive threats by proposing a machine learning-...